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Last active March 19, 2019 20:48
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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>Assignment 2</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
/*!
*
* Twitter Bootstrap
*
*/
/*!
* Bootstrap v3.3.7 (http://getbootstrap.com)
* Copyright 2011-2016 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
*/
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
font-family: sans-serif;
-ms-text-size-adjust: 100%;
-webkit-text-size-adjust: 100%;
}
body {
margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
display: block;
}
audio,
canvas,
progress,
video {
display: inline-block;
vertical-align: baseline;
}
audio:not([controls]) {
display: none;
height: 0;
}
[hidden],
template {
display: none;
}
a {
background-color: transparent;
}
a:active,
a:hover {
outline: 0;
}
abbr[title] {
border-bottom: 1px dotted;
}
b,
strong {
font-weight: bold;
}
dfn {
font-style: italic;
}
h1 {
font-size: 2em;
margin: 0.67em 0;
}
mark {
background: #ff0;
color: #000;
}
small {
font-size: 80%;
}
sub,
sup {
font-size: 75%;
line-height: 0;
position: relative;
vertical-align: baseline;
}
sup {
top: -0.5em;
}
sub {
bottom: -0.25em;
}
img {
border: 0;
}
svg:not(:root) {
overflow: hidden;
}
figure {
margin: 1em 40px;
}
hr {
box-sizing: content-box;
height: 0;
}
pre {
overflow: auto;
}
code,
kbd,
pre,
samp {
font-family: monospace, monospace;
font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
color: inherit;
font: inherit;
margin: 0;
}
button {
overflow: visible;
}
button,
select {
text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
-webkit-appearance: button;
cursor: pointer;
}
button[disabled],
html input[disabled] {
cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
border: 0;
padding: 0;
}
input {
line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
box-sizing: border-box;
padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
height: auto;
}
input[type="search"] {
-webkit-appearance: textfield;
box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
-webkit-appearance: none;
}
fieldset {
border: 1px solid #c0c0c0;
margin: 0 2px;
padding: 0.35em 0.625em 0.75em;
}
legend {
border: 0;
padding: 0;
}
textarea {
overflow: auto;
}
optgroup {
font-weight: bold;
}
table {
border-collapse: collapse;
border-spacing: 0;
}
td,
th {
padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
*,
*:before,
*:after {
background: transparent !important;
color: #000 !important;
box-shadow: none !important;
text-shadow: none !important;
}
a,
a:visited {
text-decoration: underline;
}
a[href]:after {
content: " (" attr(href) ")";
}
abbr[title]:after {
content: " (" attr(title) ")";
}
a[href^="#"]:after,
a[href^="javascript:"]:after {
content: "";
}
pre,
blockquote {
border: 1px solid #999;
page-break-inside: avoid;
}
thead {
display: table-header-group;
}
tr,
img {
page-break-inside: avoid;
}
img {
max-width: 100% !important;
}
p,
h2,
h3 {
orphans: 3;
widows: 3;
}
h2,
h3 {
page-break-after: avoid;
}
.navbar {
display: none;
}
.btn > .caret,
.dropup > .btn > .caret {
border-top-color: #000 !important;
}
.label {
border: 1px solid #000;
}
.table {
border-collapse: collapse !important;
}
.table td,
.table th {
background-color: #fff !important;
}
.table-bordered th,
.table-bordered td {
border: 1px solid #ddd !important;
}
}
@font-face {
font-family: 'Glyphicons Halflings';
src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
position: relative;
top: 1px;
display: inline-block;
font-family: 'Glyphicons Halflings';
font-style: normal;
font-weight: normal;
line-height: 1;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
content: "\002a";
}
.glyphicon-plus:before {
content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
content: "\20ac";
}
.glyphicon-minus:before {
content: "\2212";
}
.glyphicon-cloud:before {
content: "\2601";
}
.glyphicon-envelope:before {
content: "\2709";
}
.glyphicon-pencil:before {
content: "\270f";
}
.glyphicon-glass:before {
content: "\e001";
}
.glyphicon-music:before {
content: "\e002";
}
.glyphicon-search:before {
content: "\e003";
}
.glyphicon-heart:before {
content: "\e005";
}
.glyphicon-star:before {
content: "\e006";
}
.glyphicon-star-empty:before {
content: "\e007";
}
.glyphicon-user:before {
content: "\e008";
}
.glyphicon-film:before {
content: "\e009";
}
.glyphicon-th-large:before {
content: "\e010";
}
.glyphicon-th:before {
content: "\e011";
}
.glyphicon-th-list:before {
content: "\e012";
}
.glyphicon-ok:before {
content: "\e013";
}
.glyphicon-remove:before {
content: "\e014";
}
.glyphicon-zoom-in:before {
content: "\e015";
}
.glyphicon-zoom-out:before {
content: "\e016";
}
.glyphicon-off:before {
content: "\e017";
}
.glyphicon-signal:before {
content: "\e018";
}
.glyphicon-cog:before {
content: "\e019";
}
.glyphicon-trash:before {
content: "\e020";
}
.glyphicon-home:before {
content: "\e021";
}
.glyphicon-file:before {
content: "\e022";
}
.glyphicon-time:before {
content: "\e023";
}
.glyphicon-road:before {
content: "\e024";
}
.glyphicon-download-alt:before {
content: "\e025";
}
.glyphicon-download:before {
content: "\e026";
}
.glyphicon-upload:before {
content: "\e027";
}
.glyphicon-inbox:before {
content: "\e028";
}
.glyphicon-play-circle:before {
content: "\e029";
}
.glyphicon-repeat:before {
content: "\e030";
}
.glyphicon-refresh:before {
content: "\e031";
}
.glyphicon-list-alt:before {
content: "\e032";
}
.glyphicon-lock:before {
content: "\e033";
}
.glyphicon-flag:before {
content: "\e034";
}
.glyphicon-headphones:before {
content: "\e035";
}
.glyphicon-volume-off:before {
content: "\e036";
}
.glyphicon-volume-down:before {
content: "\e037";
}
.glyphicon-volume-up:before {
content: "\e038";
}
.glyphicon-qrcode:before {
content: "\e039";
}
.glyphicon-barcode:before {
content: "\e040";
}
.glyphicon-tag:before {
content: "\e041";
}
.glyphicon-tags:before {
content: "\e042";
}
.glyphicon-book:before {
content: "\e043";
}
.glyphicon-bookmark:before {
content: "\e044";
}
.glyphicon-print:before {
content: "\e045";
}
.glyphicon-camera:before {
content: "\e046";
}
.glyphicon-font:before {
content: "\e047";
}
.glyphicon-bold:before {
content: "\e048";
}
.glyphicon-italic:before {
content: "\e049";
}
.glyphicon-text-height:before {
content: "\e050";
}
.glyphicon-text-width:before {
content: "\e051";
}
.glyphicon-align-left:before {
content: "\e052";
}
.glyphicon-align-center:before {
content: "\e053";
}
.glyphicon-align-right:before {
content: "\e054";
}
.glyphicon-align-justify:before {
content: "\e055";
}
.glyphicon-list:before {
content: "\e056";
}
.glyphicon-indent-left:before {
content: "\e057";
}
.glyphicon-indent-right:before {
content: "\e058";
}
.glyphicon-facetime-video:before {
content: "\e059";
}
.glyphicon-picture:before {
content: "\e060";
}
.glyphicon-map-marker:before {
content: "\e062";
}
.glyphicon-adjust:before {
content: "\e063";
}
.glyphicon-tint:before {
content: "\e064";
}
.glyphicon-edit:before {
content: "\e065";
}
.glyphicon-share:before {
content: "\e066";
}
.glyphicon-check:before {
content: "\e067";
}
.glyphicon-move:before {
content: "\e068";
}
.glyphicon-step-backward:before {
content: "\e069";
}
.glyphicon-fast-backward:before {
content: "\e070";
}
.glyphicon-backward:before {
content: "\e071";
}
.glyphicon-play:before {
content: "\e072";
}
.glyphicon-pause:before {
content: "\e073";
}
.glyphicon-stop:before {
content: "\e074";
}
.glyphicon-forward:before {
content: "\e075";
}
.glyphicon-fast-forward:before {
content: "\e076";
}
.glyphicon-step-forward:before {
content: "\e077";
}
.glyphicon-eject:before {
content: "\e078";
}
.glyphicon-chevron-left:before {
content: "\e079";
}
.glyphicon-chevron-right:before {
content: "\e080";
}
.glyphicon-plus-sign:before {
content: "\e081";
}
.glyphicon-minus-sign:before {
content: "\e082";
}
.glyphicon-remove-sign:before {
content: "\e083";
}
.glyphicon-ok-sign:before {
content: "\e084";
}
.glyphicon-question-sign:before {
content: "\e085";
}
.glyphicon-info-sign:before {
content: "\e086";
}
.glyphicon-screenshot:before {
content: "\e087";
}
.glyphicon-remove-circle:before {
content: "\e088";
}
.glyphicon-ok-circle:before {
content: "\e089";
}
.glyphicon-ban-circle:before {
content: "\e090";
}
.glyphicon-arrow-left:before {
content: "\e091";
}
.glyphicon-arrow-right:before {
content: "\e092";
}
.glyphicon-arrow-up:before {
content: "\e093";
}
.glyphicon-arrow-down:before {
content: "\e094";
}
.glyphicon-share-alt:before {
content: "\e095";
}
.glyphicon-resize-full:before {
content: "\e096";
}
.glyphicon-resize-small:before {
content: "\e097";
}
.glyphicon-exclamation-sign:before {
content: "\e101";
}
.glyphicon-gift:before {
content: "\e102";
}
.glyphicon-leaf:before {
content: "\e103";
}
.glyphicon-fire:before {
content: "\e104";
}
.glyphicon-eye-open:before {
content: "\e105";
}
.glyphicon-eye-close:before {
content: "\e106";
}
.glyphicon-warning-sign:before {
content: "\e107";
}
.glyphicon-plane:before {
content: "\e108";
}
.glyphicon-calendar:before {
content: "\e109";
}
.glyphicon-random:before {
content: "\e110";
}
.glyphicon-comment:before {
content: "\e111";
}
.glyphicon-magnet:before {
content: "\e112";
}
.glyphicon-chevron-up:before {
content: "\e113";
}
.glyphicon-chevron-down:before {
content: "\e114";
}
.glyphicon-retweet:before {
content: "\e115";
}
.glyphicon-shopping-cart:before {
content: "\e116";
}
.glyphicon-folder-close:before {
content: "\e117";
}
.glyphicon-folder-open:before {
content: "\e118";
}
.glyphicon-resize-vertical:before {
content: "\e119";
}
.glyphicon-resize-horizontal:before {
content: "\e120";
}
.glyphicon-hdd:before {
content: "\e121";
}
.glyphicon-bullhorn:before {
content: "\e122";
}
.glyphicon-bell:before {
content: "\e123";
}
.glyphicon-certificate:before {
content: "\e124";
}
.glyphicon-thumbs-up:before {
content: "\e125";
}
.glyphicon-thumbs-down:before {
content: "\e126";
}
.glyphicon-hand-right:before {
content: "\e127";
}
.glyphicon-hand-left:before {
content: "\e128";
}
.glyphicon-hand-up:before {
content: "\e129";
}
.glyphicon-hand-down:before {
content: "\e130";
}
.glyphicon-circle-arrow-right:before {
content: "\e131";
}
.glyphicon-circle-arrow-left:before {
content: "\e132";
}
.glyphicon-circle-arrow-up:before {
content: "\e133";
}
.glyphicon-circle-arrow-down:before {
content: "\e134";
}
.glyphicon-globe:before {
content: "\e135";
}
.glyphicon-wrench:before {
content: "\e136";
}
.glyphicon-tasks:before {
content: "\e137";
}
.glyphicon-filter:before {
content: "\e138";
}
.glyphicon-briefcase:before {
content: "\e139";
}
.glyphicon-fullscreen:before {
content: "\e140";
}
.glyphicon-dashboard:before {
content: "\e141";
}
.glyphicon-paperclip:before {
content: "\e142";
}
.glyphicon-heart-empty:before {
content: "\e143";
}
.glyphicon-link:before {
content: "\e144";
}
.glyphicon-phone:before {
content: "\e145";
}
.glyphicon-pushpin:before {
content: "\e146";
}
.glyphicon-usd:before {
content: "\e148";
}
.glyphicon-gbp:before {
content: "\e149";
}
.glyphicon-sort:before {
content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
content: "\e152";
}
.glyphicon-sort-by-order:before {
content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
content: "\e154";
}
.glyphicon-sort-by-attributes:before {
content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
content: "\e156";
}
.glyphicon-unchecked:before {
content: "\e157";
}
.glyphicon-expand:before {
content: "\e158";
}
.glyphicon-collapse-down:before {
content: "\e159";
}
.glyphicon-collapse-up:before {
content: "\e160";
}
.glyphicon-log-in:before {
content: "\e161";
}
.glyphicon-flash:before {
content: "\e162";
}
.glyphicon-log-out:before {
content: "\e163";
}
.glyphicon-new-window:before {
content: "\e164";
}
.glyphicon-record:before {
content: "\e165";
}
.glyphicon-save:before {
content: "\e166";
}
.glyphicon-open:before {
content: "\e167";
}
.glyphicon-saved:before {
content: "\e168";
}
.glyphicon-import:before {
content: "\e169";
}
.glyphicon-export:before {
content: "\e170";
}
.glyphicon-send:before {
content: "\e171";
}
.glyphicon-floppy-disk:before {
content: "\e172";
}
.glyphicon-floppy-saved:before {
content: "\e173";
}
.glyphicon-floppy-remove:before {
content: "\e174";
}
.glyphicon-floppy-save:before {
content: "\e175";
}
.glyphicon-floppy-open:before {
content: "\e176";
}
.glyphicon-credit-card:before {
content: "\e177";
}
.glyphicon-transfer:before {
content: "\e178";
}
.glyphicon-cutlery:before {
content: "\e179";
}
.glyphicon-header:before {
content: "\e180";
}
.glyphicon-compressed:before {
content: "\e181";
}
.glyphicon-earphone:before {
content: "\e182";
}
.glyphicon-phone-alt:before {
content: "\e183";
}
.glyphicon-tower:before {
content: "\e184";
}
.glyphicon-stats:before {
content: "\e185";
}
.glyphicon-sd-video:before {
content: "\e186";
}
.glyphicon-hd-video:before {
content: "\e187";
}
.glyphicon-subtitles:before {
content: "\e188";
}
.glyphicon-sound-stereo:before {
content: "\e189";
}
.glyphicon-sound-dolby:before {
content: "\e190";
}
.glyphicon-sound-5-1:before {
content: "\e191";
}
.glyphicon-sound-6-1:before {
content: "\e192";
}
.glyphicon-sound-7-1:before {
content: "\e193";
}
.glyphicon-copyright-mark:before {
content: "\e194";
}
.glyphicon-registration-mark:before {
content: "\e195";
}
.glyphicon-cloud-download:before {
content: "\e197";
}
.glyphicon-cloud-upload:before {
content: "\e198";
}
.glyphicon-tree-conifer:before {
content: "\e199";
}
.glyphicon-tree-deciduous:before {
content: "\e200";
}
.glyphicon-cd:before {
content: "\e201";
}
.glyphicon-save-file:before {
content: "\e202";
}
.glyphicon-open-file:before {
content: "\e203";
}
.glyphicon-level-up:before {
content: "\e204";
}
.glyphicon-copy:before {
content: "\e205";
}
.glyphicon-paste:before {
content: "\e206";
}
.glyphicon-alert:before {
content: "\e209";
}
.glyphicon-equalizer:before {
content: "\e210";
}
.glyphicon-king:before {
content: "\e211";
}
.glyphicon-queen:before {
content: "\e212";
}
.glyphicon-pawn:before {
content: "\e213";
}
.glyphicon-bishop:before {
content: "\e214";
}
.glyphicon-knight:before {
content: "\e215";
}
.glyphicon-baby-formula:before {
content: "\e216";
}
.glyphicon-tent:before {
content: "\26fa";
}
.glyphicon-blackboard:before {
content: "\e218";
}
.glyphicon-bed:before {
content: "\e219";
}
.glyphicon-apple:before {
content: "\f8ff";
}
.glyphicon-erase:before {
content: "\e221";
}
.glyphicon-hourglass:before {
content: "\231b";
}
.glyphicon-lamp:before {
content: "\e223";
}
.glyphicon-duplicate:before {
content: "\e224";
}
.glyphicon-piggy-bank:before {
content: "\e225";
}
.glyphicon-scissors:before {
content: "\e226";
}
.glyphicon-bitcoin:before {
content: "\e227";
}
.glyphicon-btc:before {
content: "\e227";
}
.glyphicon-xbt:before {
content: "\e227";
}
.glyphicon-yen:before {
content: "\00a5";
}
.glyphicon-jpy:before {
content: "\00a5";
}
.glyphicon-ruble:before {
content: "\20bd";
}
.glyphicon-rub:before {
content: "\20bd";
}
.glyphicon-scale:before {
content: "\e230";
}
.glyphicon-ice-lolly:before {
content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
content: "\e232";
}
.glyphicon-education:before {
content: "\e233";
}
.glyphicon-option-horizontal:before {
content: "\e234";
}
.glyphicon-option-vertical:before {
content: "\e235";
}
.glyphicon-menu-hamburger:before {
content: "\e236";
}
.glyphicon-modal-window:before {
content: "\e237";
}
.glyphicon-oil:before {
content: "\e238";
}
.glyphicon-grain:before {
content: "\e239";
}
.glyphicon-sunglasses:before {
content: "\e240";
}
.glyphicon-text-size:before {
content: "\e241";
}
.glyphicon-text-color:before {
content: "\e242";
}
.glyphicon-text-background:before {
content: "\e243";
}
.glyphicon-object-align-top:before {
content: "\e244";
}
.glyphicon-object-align-bottom:before {
content: "\e245";
}
.glyphicon-object-align-horizontal:before {
content: "\e246";
}
.glyphicon-object-align-left:before {
content: "\e247";
}
.glyphicon-object-align-vertical:before {
content: "\e248";
}
.glyphicon-object-align-right:before {
content: "\e249";
}
.glyphicon-triangle-right:before {
content: "\e250";
}
.glyphicon-triangle-left:before {
content: "\e251";
}
.glyphicon-triangle-bottom:before {
content: "\e252";
}
.glyphicon-triangle-top:before {
content: "\e253";
}
.glyphicon-console:before {
content: "\e254";
}
.glyphicon-superscript:before {
content: "\e255";
}
.glyphicon-subscript:before {
content: "\e256";
}
.glyphicon-menu-left:before {
content: "\e257";
}
.glyphicon-menu-right:before {
content: "\e258";
}
.glyphicon-menu-down:before {
content: "\e259";
}
.glyphicon-menu-up:before {
content: "\e260";
}
* {
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
}
*:before,
*:after {
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
}
html {
font-size: 10px;
-webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
font-size: 13px;
line-height: 1.42857143;
color: #000;
background-color: #fff;
}
input,
button,
select,
textarea {
font-family: inherit;
font-size: inherit;
line-height: inherit;
}
a {
color: #337ab7;
text-decoration: none;
}
a:hover,
a:focus {
color: #23527c;
text-decoration: underline;
}
a:focus {
outline: 5px auto -webkit-focus-ring-color;
outline-offset: -2px;
}
figure {
margin: 0;
}
img {
vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
display: block;
max-width: 100%;
height: auto;
}
.img-rounded {
border-radius: 3px;
}
.img-thumbnail {
padding: 4px;
line-height: 1.42857143;
background-color: #fff;
border: 1px solid #ddd;
border-radius: 2px;
-webkit-transition: all 0.2s ease-in-out;
-o-transition: all 0.2s ease-in-out;
transition: all 0.2s ease-in-out;
display: inline-block;
max-width: 100%;
height: auto;
}
.img-circle {
border-radius: 50%;
}
hr {
margin-top: 18px;
margin-bottom: 18px;
border: 0;
border-top: 1px solid #eeeeee;
}
.sr-only {
position: absolute;
width: 1px;
height: 1px;
margin: -1px;
padding: 0;
overflow: hidden;
clip: rect(0, 0, 0, 0);
border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
position: static;
width: auto;
height: auto;
margin: 0;
overflow: visible;
clip: auto;
}
[role="button"] {
cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
font-family: inherit;
font-weight: 500;
line-height: 1.1;
color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
font-weight: normal;
line-height: 1;
color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
margin-top: 18px;
margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
margin-top: 9px;
margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
font-size: 75%;
}
h1,
.h1 {
font-size: 33px;
}
h2,
.h2 {
font-size: 27px;
}
h3,
.h3 {
font-size: 23px;
}
h4,
.h4 {
font-size: 17px;
}
h5,
.h5 {
font-size: 13px;
}
h6,
.h6 {
font-size: 12px;
}
p {
margin: 0 0 9px;
}
.lead {
margin-bottom: 18px;
font-size: 14px;
font-weight: 300;
line-height: 1.4;
}
@media (min-width: 768px) {
.lead {
font-size: 19.5px;
}
}
small,
.small {
font-size: 92%;
}
mark,
.mark {
background-color: #fcf8e3;
padding: .2em;
}
.text-left {
text-align: left;
}
.text-right {
text-align: right;
}
.text-center {
text-align: center;
}
.text-justify {
text-align: justify;
}
.text-nowrap {
white-space: nowrap;
}
.text-lowercase {
text-transform: lowercase;
}
.text-uppercase {
text-transform: uppercase;
}
.text-capitalize {
text-transform: capitalize;
}
.text-muted {
color: #777777;
}
.text-primary {
color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
color: #286090;
}
.text-success {
color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
color: #2b542c;
}
.text-info {
color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
color: #245269;
}
.text-warning {
color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
color: #66512c;
}
.text-danger {
color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
color: #843534;
}
.bg-primary {
color: #fff;
background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
background-color: #286090;
}
.bg-success {
background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
background-color: #c1e2b3;
}
.bg-info {
background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
background-color: #afd9ee;
}
.bg-warning {
background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
background-color: #f7ecb5;
}
.bg-danger {
background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
background-color: #e4b9b9;
}
.page-header {
padding-bottom: 8px;
margin: 36px 0 18px;
border-bottom: 1px solid #eeeeee;
}
ul,
ol {
margin-top: 0;
margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
margin-bottom: 0;
}
.list-unstyled {
padding-left: 0;
list-style: none;
}
.list-inline {
padding-left: 0;
list-style: none;
margin-left: -5px;
}
.list-inline > li {
display: inline-block;
padding-left: 5px;
padding-right: 5px;
}
dl {
margin-top: 0;
margin-bottom: 18px;
}
dt,
dd {
line-height: 1.42857143;
}
dt {
font-weight: bold;
}
dd {
margin-left: 0;
}
@media (min-width: 541px) {
.dl-horizontal dt {
float: left;
width: 160px;
clear: left;
text-align: right;
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
.dl-horizontal dd {
margin-left: 180px;
}
}
abbr[title],
abbr[data-original-title] {
cursor: help;
border-bottom: 1px dotted #777777;
}
.initialism {
font-size: 90%;
text-transform: uppercase;
}
blockquote {
padding: 9px 18px;
margin: 0 0 18px;
font-size: inherit;
border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
display: block;
font-size: 80%;
line-height: 1.42857143;
color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
padding-right: 15px;
padding-left: 0;
border-right: 5px solid #eeeeee;
border-left: 0;
text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
content: '\00A0 \2014';
}
address {
margin-bottom: 18px;
font-style: normal;
line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
font-family: monospace;
}
code {
padding: 2px 4px;
font-size: 90%;
color: #c7254e;
background-color: #f9f2f4;
border-radius: 2px;
}
kbd {
padding: 2px 4px;
font-size: 90%;
color: #888;
background-color: transparent;
border-radius: 1px;
box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
padding: 0;
font-size: 100%;
font-weight: bold;
box-shadow: none;
}
pre {
display: block;
padding: 8.5px;
margin: 0 0 9px;
font-size: 12px;
line-height: 1.42857143;
word-break: break-all;
word-wrap: break-word;
color: #333333;
background-color: #f5f5f5;
border: 1px solid #ccc;
border-radius: 2px;
}
pre code {
padding: 0;
font-size: inherit;
color: inherit;
white-space: pre-wrap;
background-color: transparent;
border-radius: 0;
}
.pre-scrollable {
max-height: 340px;
overflow-y: scroll;
}
.container {
margin-right: auto;
margin-left: auto;
padding-left: 0px;
padding-right: 0px;
}
@media (min-width: 768px) {
.container {
width: 768px;
}
}
@media (min-width: 992px) {
.container {
width: 940px;
}
}
@media (min-width: 1200px) {
.container {
width: 1140px;
}
}
.container-fluid {
margin-right: auto;
margin-left: auto;
padding-left: 0px;
padding-right: 0px;
}
.row {
margin-left: 0px;
margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
position: relative;
min-height: 1px;
padding-left: 0px;
padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
float: left;
}
.col-xs-12 {
width: 100%;
}
.col-xs-11 {
width: 91.66666667%;
}
.col-xs-10 {
width: 83.33333333%;
}
.col-xs-9 {
width: 75%;
}
.col-xs-8 {
width: 66.66666667%;
}
.col-xs-7 {
width: 58.33333333%;
}
.col-xs-6 {
width: 50%;
}
.col-xs-5 {
width: 41.66666667%;
}
.col-xs-4 {
width: 33.33333333%;
}
.col-xs-3 {
width: 25%;
}
.col-xs-2 {
width: 16.66666667%;
}
.col-xs-1 {
width: 8.33333333%;
}
.col-xs-pull-12 {
right: 100%;
}
.col-xs-pull-11 {
right: 91.66666667%;
}
.col-xs-pull-10 {
right: 83.33333333%;
}
.col-xs-pull-9 {
right: 75%;
}
.col-xs-pull-8 {
right: 66.66666667%;
}
.col-xs-pull-7 {
right: 58.33333333%;
}
.col-xs-pull-6 {
right: 50%;
}
.col-xs-pull-5 {
right: 41.66666667%;
}
.col-xs-pull-4 {
right: 33.33333333%;
}
.col-xs-pull-3 {
right: 25%;
}
.col-xs-pull-2 {
right: 16.66666667%;
}
.col-xs-pull-1 {
right: 8.33333333%;
}
.col-xs-pull-0 {
right: auto;
}
.col-xs-push-12 {
left: 100%;
}
.col-xs-push-11 {
left: 91.66666667%;
}
.col-xs-push-10 {
left: 83.33333333%;
}
.col-xs-push-9 {
left: 75%;
}
.col-xs-push-8 {
left: 66.66666667%;
}
.col-xs-push-7 {
left: 58.33333333%;
}
.col-xs-push-6 {
left: 50%;
}
.col-xs-push-5 {
left: 41.66666667%;
}
.col-xs-push-4 {
left: 33.33333333%;
}
.col-xs-push-3 {
left: 25%;
}
.col-xs-push-2 {
left: 16.66666667%;
}
.col-xs-push-1 {
left: 8.33333333%;
}
.col-xs-push-0 {
left: auto;
}
.col-xs-offset-12 {
margin-left: 100%;
}
.col-xs-offset-11 {
margin-left: 91.66666667%;
}
.col-xs-offset-10 {
margin-left: 83.33333333%;
}
.col-xs-offset-9 {
margin-left: 75%;
}
.col-xs-offset-8 {
margin-left: 66.66666667%;
}
.col-xs-offset-7 {
margin-left: 58.33333333%;
}
.col-xs-offset-6 {
margin-left: 50%;
}
.col-xs-offset-5 {
margin-left: 41.66666667%;
}
.col-xs-offset-4 {
margin-left: 33.33333333%;
}
.col-xs-offset-3 {
margin-left: 25%;
}
.col-xs-offset-2 {
margin-left: 16.66666667%;
}
.col-xs-offset-1 {
margin-left: 8.33333333%;
}
.col-xs-offset-0 {
margin-left: 0%;
}
@media (min-width: 768px) {
.col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
float: left;
}
.col-sm-12 {
width: 100%;
}
.col-sm-11 {
width: 91.66666667%;
}
.col-sm-10 {
width: 83.33333333%;
}
.col-sm-9 {
width: 75%;
}
.col-sm-8 {
width: 66.66666667%;
}
.col-sm-7 {
width: 58.33333333%;
}
.col-sm-6 {
width: 50%;
}
.col-sm-5 {
width: 41.66666667%;
}
.col-sm-4 {
width: 33.33333333%;
}
.col-sm-3 {
width: 25%;
}
.col-sm-2 {
width: 16.66666667%;
}
.col-sm-1 {
width: 8.33333333%;
}
.col-sm-pull-12 {
right: 100%;
}
.col-sm-pull-11 {
right: 91.66666667%;
}
.col-sm-pull-10 {
right: 83.33333333%;
}
.col-sm-pull-9 {
right: 75%;
}
.col-sm-pull-8 {
right: 66.66666667%;
}
.col-sm-pull-7 {
right: 58.33333333%;
}
.col-sm-pull-6 {
right: 50%;
}
.col-sm-pull-5 {
right: 41.66666667%;
}
.col-sm-pull-4 {
right: 33.33333333%;
}
.col-sm-pull-3 {
right: 25%;
}
.col-sm-pull-2 {
right: 16.66666667%;
}
.col-sm-pull-1 {
right: 8.33333333%;
}
.col-sm-pull-0 {
right: auto;
}
.col-sm-push-12 {
left: 100%;
}
.col-sm-push-11 {
left: 91.66666667%;
}
.col-sm-push-10 {
left: 83.33333333%;
}
.col-sm-push-9 {
left: 75%;
}
.col-sm-push-8 {
left: 66.66666667%;
}
.col-sm-push-7 {
left: 58.33333333%;
}
.col-sm-push-6 {
left: 50%;
}
.col-sm-push-5 {
left: 41.66666667%;
}
.col-sm-push-4 {
left: 33.33333333%;
}
.col-sm-push-3 {
left: 25%;
}
.col-sm-push-2 {
left: 16.66666667%;
}
.col-sm-push-1 {
left: 8.33333333%;
}
.col-sm-push-0 {
left: auto;
}
.col-sm-offset-12 {
margin-left: 100%;
}
.col-sm-offset-11 {
margin-left: 91.66666667%;
}
.col-sm-offset-10 {
margin-left: 83.33333333%;
}
.col-sm-offset-9 {
margin-left: 75%;
}
.col-sm-offset-8 {
margin-left: 66.66666667%;
}
.col-sm-offset-7 {
margin-left: 58.33333333%;
}
.col-sm-offset-6 {
margin-left: 50%;
}
.col-sm-offset-5 {
margin-left: 41.66666667%;
}
.col-sm-offset-4 {
margin-left: 33.33333333%;
}
.col-sm-offset-3 {
margin-left: 25%;
}
.col-sm-offset-2 {
margin-left: 16.66666667%;
}
.col-sm-offset-1 {
margin-left: 8.33333333%;
}
.col-sm-offset-0 {
margin-left: 0%;
}
}
@media (min-width: 992px) {
.col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
float: left;
}
.col-md-12 {
width: 100%;
}
.col-md-11 {
width: 91.66666667%;
}
.col-md-10 {
width: 83.33333333%;
}
.col-md-9 {
width: 75%;
}
.col-md-8 {
width: 66.66666667%;
}
.col-md-7 {
width: 58.33333333%;
}
.col-md-6 {
width: 50%;
}
.col-md-5 {
width: 41.66666667%;
}
.col-md-4 {
width: 33.33333333%;
}
.col-md-3 {
width: 25%;
}
.col-md-2 {
width: 16.66666667%;
}
.col-md-1 {
width: 8.33333333%;
}
.col-md-pull-12 {
right: 100%;
}
.col-md-pull-11 {
right: 91.66666667%;
}
.col-md-pull-10 {
right: 83.33333333%;
}
.col-md-pull-9 {
right: 75%;
}
.col-md-pull-8 {
right: 66.66666667%;
}
.col-md-pull-7 {
right: 58.33333333%;
}
.col-md-pull-6 {
right: 50%;
}
.col-md-pull-5 {
right: 41.66666667%;
}
.col-md-pull-4 {
right: 33.33333333%;
}
.col-md-pull-3 {
right: 25%;
}
.col-md-pull-2 {
right: 16.66666667%;
}
.col-md-pull-1 {
right: 8.33333333%;
}
.col-md-pull-0 {
right: auto;
}
.col-md-push-12 {
left: 100%;
}
.col-md-push-11 {
left: 91.66666667%;
}
.col-md-push-10 {
left: 83.33333333%;
}
.col-md-push-9 {
left: 75%;
}
.col-md-push-8 {
left: 66.66666667%;
}
.col-md-push-7 {
left: 58.33333333%;
}
.col-md-push-6 {
left: 50%;
}
.col-md-push-5 {
left: 41.66666667%;
}
.col-md-push-4 {
left: 33.33333333%;
}
.col-md-push-3 {
left: 25%;
}
.col-md-push-2 {
left: 16.66666667%;
}
.col-md-push-1 {
left: 8.33333333%;
}
.col-md-push-0 {
left: auto;
}
.col-md-offset-12 {
margin-left: 100%;
}
.col-md-offset-11 {
margin-left: 91.66666667%;
}
.col-md-offset-10 {
margin-left: 83.33333333%;
}
.col-md-offset-9 {
margin-left: 75%;
}
.col-md-offset-8 {
margin-left: 66.66666667%;
}
.col-md-offset-7 {
margin-left: 58.33333333%;
}
.col-md-offset-6 {
margin-left: 50%;
}
.col-md-offset-5 {
margin-left: 41.66666667%;
}
.col-md-offset-4 {
margin-left: 33.33333333%;
}
.col-md-offset-3 {
margin-left: 25%;
}
.col-md-offset-2 {
margin-left: 16.66666667%;
}
.col-md-offset-1 {
margin-left: 8.33333333%;
}
.col-md-offset-0 {
margin-left: 0%;
}
}
@media (min-width: 1200px) {
.col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
float: left;
}
.col-lg-12 {
width: 100%;
}
.col-lg-11 {
width: 91.66666667%;
}
.col-lg-10 {
width: 83.33333333%;
}
.col-lg-9 {
width: 75%;
}
.col-lg-8 {
width: 66.66666667%;
}
.col-lg-7 {
width: 58.33333333%;
}
.col-lg-6 {
width: 50%;
}
.col-lg-5 {
width: 41.66666667%;
}
.col-lg-4 {
width: 33.33333333%;
}
.col-lg-3 {
width: 25%;
}
.col-lg-2 {
width: 16.66666667%;
}
.col-lg-1 {
width: 8.33333333%;
}
.col-lg-pull-12 {
right: 100%;
}
.col-lg-pull-11 {
right: 91.66666667%;
}
.col-lg-pull-10 {
right: 83.33333333%;
}
.col-lg-pull-9 {
right: 75%;
}
.col-lg-pull-8 {
right: 66.66666667%;
}
.col-lg-pull-7 {
right: 58.33333333%;
}
.col-lg-pull-6 {
right: 50%;
}
.col-lg-pull-5 {
right: 41.66666667%;
}
.col-lg-pull-4 {
right: 33.33333333%;
}
.col-lg-pull-3 {
right: 25%;
}
.col-lg-pull-2 {
right: 16.66666667%;
}
.col-lg-pull-1 {
right: 8.33333333%;
}
.col-lg-pull-0 {
right: auto;
}
.col-lg-push-12 {
left: 100%;
}
.col-lg-push-11 {
left: 91.66666667%;
}
.col-lg-push-10 {
left: 83.33333333%;
}
.col-lg-push-9 {
left: 75%;
}
.col-lg-push-8 {
left: 66.66666667%;
}
.col-lg-push-7 {
left: 58.33333333%;
}
.col-lg-push-6 {
left: 50%;
}
.col-lg-push-5 {
left: 41.66666667%;
}
.col-lg-push-4 {
left: 33.33333333%;
}
.col-lg-push-3 {
left: 25%;
}
.col-lg-push-2 {
left: 16.66666667%;
}
.col-lg-push-1 {
left: 8.33333333%;
}
.col-lg-push-0 {
left: auto;
}
.col-lg-offset-12 {
margin-left: 100%;
}
.col-lg-offset-11 {
margin-left: 91.66666667%;
}
.col-lg-offset-10 {
margin-left: 83.33333333%;
}
.col-lg-offset-9 {
margin-left: 75%;
}
.col-lg-offset-8 {
margin-left: 66.66666667%;
}
.col-lg-offset-7 {
margin-left: 58.33333333%;
}
.col-lg-offset-6 {
margin-left: 50%;
}
.col-lg-offset-5 {
margin-left: 41.66666667%;
}
.col-lg-offset-4 {
margin-left: 33.33333333%;
}
.col-lg-offset-3 {
margin-left: 25%;
}
.col-lg-offset-2 {
margin-left: 16.66666667%;
}
.col-lg-offset-1 {
margin-left: 8.33333333%;
}
.col-lg-offset-0 {
margin-left: 0%;
}
}
table {
background-color: transparent;
}
caption {
padding-top: 8px;
padding-bottom: 8px;
color: #777777;
text-align: left;
}
th {
text-align: left;
}
.table {
width: 100%;
max-width: 100%;
margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
padding: 8px;
line-height: 1.42857143;
vertical-align: top;
border-top: 1px solid #ddd;
}
.table > thead > tr > th {
vertical-align: bottom;
border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
border-top: 0;
}
.table > tbody + tbody {
border-top: 2px solid #ddd;
}
.table .table {
background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
padding: 5px;
}
.table-bordered {
border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
background-color: #f5f5f5;
}
table col[class*="col-"] {
position: static;
float: none;
display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
position: static;
float: none;
display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
background-color: #ebcccc;
}
.table-responsive {
overflow-x: auto;
min-height: 0.01%;
}
@media screen and (max-width: 767px) {
.table-responsive {
width: 100%;
margin-bottom: 13.5px;
overflow-y: hidden;
-ms-overflow-style: -ms-autohiding-scrollbar;
border: 1px solid #ddd;
}
.table-responsive > .table {
margin-bottom: 0;
}
.table-responsive > .table > thead > tr > th,
.table-responsive > .table > tbody > tr > th,
.table-responsive > .table > tfoot > tr > th,
.table-responsive > .table > thead > tr > td,
.table-responsive > .table > tbody > tr > td,
.table-responsive > .table > tfoot > tr > td {
white-space: nowrap;
}
.table-responsive > .table-bordered {
border: 0;
}
.table-responsive > .table-bordered > thead > tr > th:first-child,
.table-responsive > .table-bordered > tbody > tr > th:first-child,
.table-responsive > .table-bordered > tfoot > tr > th:first-child,
.table-responsive > .table-bordered > thead > tr > td:first-child,
.table-responsive > .table-bordered > tbody > tr > td:first-child,
.table-responsive > .table-bordered > tfoot > tr > td:first-child {
border-left: 0;
}
.table-responsive > .table-bordered > thead > tr > th:last-child,
.table-responsive > .table-bordered > tbody > tr > th:last-child,
.table-responsive > .table-bordered > tfoot > tr > th:last-child,
.table-responsive > .table-bordered > thead > tr > td:last-child,
.table-responsive > .table-bordered > tbody > tr > td:last-child,
.table-responsive > .table-bordered > tfoot > tr > td:last-child {
border-right: 0;
}
.table-responsive > .table-bordered > tbody > tr:last-child > th,
.table-responsive > .table-bordered > tfoot > tr:last-child > th,
.table-responsive > .table-bordered > tbody > tr:last-child > td,
.table-responsive > .table-bordered > tfoot > tr:last-child > td {
border-bottom: 0;
}
}
fieldset {
padding: 0;
margin: 0;
border: 0;
min-width: 0;
}
legend {
display: block;
width: 100%;
padding: 0;
margin-bottom: 18px;
font-size: 19.5px;
line-height: inherit;
color: #333333;
border: 0;
border-bottom: 1px solid #e5e5e5;
}
label {
display: inline-block;
max-width: 100%;
margin-bottom: 5px;
font-weight: bold;
}
input[type="search"] {
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
margin: 4px 0 0;
margin-top: 1px \9;
line-height: normal;
}
input[type="file"] {
display: block;
}
input[type="range"] {
display: block;
width: 100%;
}
select[multiple],
select[size] {
height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
outline: 5px auto -webkit-focus-ring-color;
outline-offset: -2px;
}
output {
display: block;
padding-top: 7px;
font-size: 13px;
line-height: 1.42857143;
color: #555555;
}
.form-control {
display: block;
width: 100%;
height: 32px;
padding: 6px 12px;
font-size: 13px;
line-height: 1.42857143;
color: #555555;
background-color: #fff;
background-image: none;
border: 1px solid #ccc;
border-radius: 2px;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
-webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
-o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
border-color: #66afe9;
outline: 0;
-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
color: #999;
opacity: 1;
}
.form-control:-ms-input-placeholder {
color: #999;
}
.form-control::-webkit-input-placeholder {
color: #999;
}
.form-control::-ms-expand {
border: 0;
background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
background-color: #eeeeee;
opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
cursor: not-allowed;
}
textarea.form-control {
height: auto;
}
input[type="search"] {
-webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
input[type="date"].form-control,
input[type="time"].form-control,
input[type="datetime-local"].form-control,
input[type="month"].form-control {
line-height: 32px;
}
input[type="date"].input-sm,
input[type="time"].input-sm,
input[type="datetime-local"].input-sm,
input[type="month"].input-sm,
.input-group-sm input[type="date"],
.input-group-sm input[type="time"],
.input-group-sm input[type="datetime-local"],
.input-group-sm input[type="month"] {
line-height: 30px;
}
input[type="date"].input-lg,
input[type="time"].input-lg,
input[type="datetime-local"].input-lg,
input[type="month"].input-lg,
.input-group-lg input[type="date"],
.input-group-lg input[type="time"],
.input-group-lg input[type="datetime-local"],
.input-group-lg input[type="month"] {
line-height: 45px;
}
}
.form-group {
margin-bottom: 15px;
}
.radio,
.checkbox {
position: relative;
display: block;
margin-top: 10px;
margin-bottom: 10px;
}
.radio label,
.checkbox label {
min-height: 18px;
padding-left: 20px;
margin-bottom: 0;
font-weight: normal;
cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
position: absolute;
margin-left: -20px;
margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
position: relative;
display: inline-block;
padding-left: 20px;
margin-bottom: 0;
vertical-align: middle;
font-weight: normal;
cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
margin-top: 0;
margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
cursor: not-allowed;
}
.form-control-static {
padding-top: 7px;
padding-bottom: 7px;
margin-bottom: 0;
min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
padding-left: 0;
padding-right: 0;
}
.input-sm {
height: 30px;
padding: 5px 10px;
font-size: 12px;
line-height: 1.5;
border-radius: 1px;
}
select.input-sm {
height: 30px;
line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
height: auto;
}
.form-group-sm .form-control {
height: 30px;
padding: 5px 10px;
font-size: 12px;
line-height: 1.5;
border-radius: 1px;
}
.form-group-sm select.form-control {
height: 30px;
line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
height: auto;
}
.form-group-sm .form-control-static {
height: 30px;
min-height: 30px;
padding: 6px 10px;
font-size: 12px;
line-height: 1.5;
}
.input-lg {
height: 45px;
padding: 10px 16px;
font-size: 17px;
line-height: 1.3333333;
border-radius: 3px;
}
select.input-lg {
height: 45px;
line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
height: auto;
}
.form-group-lg .form-control {
height: 45px;
padding: 10px 16px;
font-size: 17px;
line-height: 1.3333333;
border-radius: 3px;
}
.form-group-lg select.form-control {
height: 45px;
line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
height: auto;
}
.form-group-lg .form-control-static {
height: 45px;
min-height: 35px;
padding: 11px 16px;
font-size: 17px;
line-height: 1.3333333;
}
.has-feedback {
position: relative;
}
.has-feedback .form-control {
padding-right: 40px;
}
.form-control-feedback {
position: absolute;
top: 0;
right: 0;
z-index: 2;
display: block;
width: 32px;
height: 32px;
line-height: 32px;
text-align: center;
pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
width: 45px;
height: 45px;
line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
width: 30px;
height: 30px;
line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
color: #3c763d;
}
.has-success .form-control {
border-color: #3c763d;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
border-color: #2b542c;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
color: #3c763d;
border-color: #3c763d;
background-color: #dff0d8;
}
.has-success .form-control-feedback {
color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
color: #8a6d3b;
}
.has-warning .form-control {
border-color: #8a6d3b;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
border-color: #66512c;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
color: #8a6d3b;
border-color: #8a6d3b;
background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
color: #a94442;
}
.has-error .form-control {
border-color: #a94442;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
border-color: #843534;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
color: #a94442;
border-color: #a94442;
background-color: #f2dede;
}
.has-error .form-control-feedback {
color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
top: 0;
}
.help-block {
display: block;
margin-top: 5px;
margin-bottom: 10px;
color: #404040;
}
@media (min-width: 768px) {
.form-inline .form-group {
display: inline-block;
margin-bottom: 0;
vertical-align: middle;
}
.form-inline .form-control {
display: inline-block;
width: auto;
vertical-align: middle;
}
.form-inline .form-control-static {
display: inline-block;
}
.form-inline .input-group {
display: inline-table;
vertical-align: middle;
}
.form-inline .input-group .input-group-addon,
.form-inline .input-group .input-group-btn,
.form-inline .input-group .form-control {
width: auto;
}
.form-inline .input-group > .form-control {
width: 100%;
}
.form-inline .control-label {
margin-bottom: 0;
vertical-align: middle;
}
.form-inline .radio,
.form-inline .checkbox {
display: inline-block;
margin-top: 0;
margin-bottom: 0;
vertical-align: middle;
}
.form-inline .radio label,
.form-inline .checkbox label {
padding-left: 0;
}
.form-inline .radio input[type="radio"],
.form-inline .checkbox input[type="checkbox"] {
position: relative;
margin-left: 0;
}
.form-inline .has-feedback .form-control-feedback {
top: 0;
}
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
margin-top: 0;
margin-bottom: 0;
padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
min-height: 25px;
}
.form-horizontal .form-group {
margin-left: 0px;
margin-right: 0px;
}
@media (min-width: 768px) {
.form-horizontal .control-label {
text-align: right;
margin-bottom: 0;
padding-top: 7px;
}
}
.form-horizontal .has-feedback .form-control-feedback {
right: 0px;
}
@media (min-width: 768px) {
.form-horizontal .form-group-lg .control-label {
padding-top: 11px;
font-size: 17px;
}
}
@media (min-width: 768px) {
.form-horizontal .form-group-sm .control-label {
padding-top: 6px;
font-size: 12px;
}
}
.btn {
display: inline-block;
margin-bottom: 0;
font-weight: normal;
text-align: center;
vertical-align: middle;
touch-action: manipulation;
cursor: pointer;
background-image: none;
border: 1px solid transparent;
white-space: nowrap;
padding: 6px 12px;
font-size: 13px;
line-height: 1.42857143;
border-radius: 2px;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
outline: 5px auto -webkit-focus-ring-color;
outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
color: #333;
text-decoration: none;
}
.btn:active,
.btn.active {
outline: 0;
background-image: none;
-webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
cursor: not-allowed;
opacity: 0.65;
filter: alpha(opacity=65);
-webkit-box-shadow: none;
box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
pointer-events: none;
}
.btn-default {
color: #333;
background-color: #fff;
border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
color: #333;
background-color: #e6e6e6;
border-color: #8c8c8c;
}
.btn-default:hover {
color: #333;
background-color: #e6e6e6;
border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
color: #333;
background-color: #e6e6e6;
border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
color: #333;
background-color: #d4d4d4;
border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
background-color: #fff;
border-color: #ccc;
}
.btn-default .badge {
color: #fff;
background-color: #333;
}
.btn-primary {
color: #fff;
background-color: #337ab7;
border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
color: #fff;
background-color: #286090;
border-color: #122b40;
}
.btn-primary:hover {
color: #fff;
background-color: #286090;
border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
color: #fff;
background-color: #286090;
border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
color: #fff;
background-color: #204d74;
border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
background-color: #337ab7;
border-color: #2e6da4;
}
.btn-primary .badge {
color: #337ab7;
background-color: #fff;
}
.btn-success {
color: #fff;
background-color: #5cb85c;
border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
color: #fff;
background-color: #449d44;
border-color: #255625;
}
.btn-success:hover {
color: #fff;
background-color: #449d44;
border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
color: #fff;
background-color: #449d44;
border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
color: #fff;
background-color: #398439;
border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
background-color: #5cb85c;
border-color: #4cae4c;
}
.btn-success .badge {
color: #5cb85c;
background-color: #fff;
}
.btn-info {
color: #fff;
background-color: #5bc0de;
border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
color: #fff;
background-color: #31b0d5;
border-color: #1b6d85;
}
.btn-info:hover {
color: #fff;
background-color: #31b0d5;
border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
color: #fff;
background-color: #31b0d5;
border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
color: #fff;
background-color: #269abc;
border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
background-color: #5bc0de;
border-color: #46b8da;
}
.btn-info .badge {
color: #5bc0de;
background-color: #fff;
}
.btn-warning {
color: #fff;
background-color: #f0ad4e;
border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
color: #fff;
background-color: #ec971f;
border-color: #985f0d;
}
.btn-warning:hover {
color: #fff;
background-color: #ec971f;
border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
color: #fff;
background-color: #ec971f;
border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
color: #fff;
background-color: #d58512;
border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
background-color: #f0ad4e;
border-color: #eea236;
}
.btn-warning .badge {
color: #f0ad4e;
background-color: #fff;
}
.btn-danger {
color: #fff;
background-color: #d9534f;
border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
color: #fff;
background-color: #c9302c;
border-color: #761c19;
}
.btn-danger:hover {
color: #fff;
background-color: #c9302c;
border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
color: #fff;
background-color: #c9302c;
border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
color: #fff;
background-color: #ac2925;
border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
background-color: #d9534f;
border-color: #d43f3a;
}
.btn-danger .badge {
color: #d9534f;
background-color: #fff;
}
.btn-link {
color: #337ab7;
font-weight: normal;
border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
background-color: transparent;
-webkit-box-shadow: none;
box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
color: #23527c;
text-decoration: underline;
background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
color: #777777;
text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
padding: 10px 16px;
font-size: 17px;
line-height: 1.3333333;
border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
padding: 5px 10px;
font-size: 12px;
line-height: 1.5;
border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
padding: 1px 5px;
font-size: 12px;
line-height: 1.5;
border-radius: 1px;
}
.btn-block {
display: block;
width: 100%;
}
.btn-block + .btn-block {
margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
width: 100%;
}
.fade {
opacity: 0;
-webkit-transition: opacity 0.15s linear;
-o-transition: opacity 0.15s linear;
transition: opacity 0.15s linear;
}
.fade.in {
opacity: 1;
}
.collapse {
display: none;
}
.collapse.in {
display: block;
}
tr.collapse.in {
display: table-row;
}
tbody.collapse.in {
display: table-row-group;
}
.collapsing {
position: relative;
height: 0;
overflow: hidden;
-webkit-transition-property: height, visibility;
transition-property: height, visibility;
-webkit-transition-duration: 0.35s;
transition-duration: 0.35s;
-webkit-transition-timing-function: ease;
transition-timing-function: ease;
}
.caret {
display: inline-block;
width: 0;
height: 0;
margin-left: 2px;
vertical-align: middle;
border-top: 4px dashed;
border-top: 4px solid \9;
border-right: 4px solid transparent;
border-left: 4px solid transparent;
}
.dropup,
.dropdown {
position: relative;
}
.dropdown-toggle:focus {
outline: 0;
}
.dropdown-menu {
position: absolute;
top: 100%;
left: 0;
z-index: 1000;
display: none;
float: left;
min-width: 160px;
padding: 5px 0;
margin: 2px 0 0;
list-style: none;
font-size: 13px;
text-align: left;
background-color: #fff;
border: 1px solid #ccc;
border: 1px solid rgba(0, 0, 0, 0.15);
border-radius: 2px;
-webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
background-clip: padding-box;
}
.dropdown-menu.pull-right {
right: 0;
left: auto;
}
.dropdown-menu .divider {
height: 1px;
margin: 8px 0;
overflow: hidden;
background-color: #e5e5e5;
}
.dropdown-menu > li > a {
display: block;
padding: 3px 20px;
clear: both;
font-weight: normal;
line-height: 1.42857143;
color: #333333;
white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
text-decoration: none;
color: #262626;
background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
color: #fff;
text-decoration: none;
outline: 0;
background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
text-decoration: none;
background-color: transparent;
background-image: none;
filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
cursor: not-allowed;
}
.open > .dropdown-menu {
display: block;
}
.open > a {
outline: 0;
}
.dropdown-menu-right {
left: auto;
right: 0;
}
.dropdown-menu-left {
left: 0;
right: auto;
}
.dropdown-header {
display: block;
padding: 3px 20px;
font-size: 12px;
line-height: 1.42857143;
color: #777777;
white-space: nowrap;
}
.dropdown-backdrop {
position: fixed;
left: 0;
right: 0;
bottom: 0;
top: 0;
z-index: 990;
}
.pull-right > .dropdown-menu {
right: 0;
left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
border-top: 0;
border-bottom: 4px dashed;
border-bottom: 4px solid \9;
content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
top: auto;
bottom: 100%;
margin-bottom: 2px;
}
@media (min-width: 541px) {
.navbar-right .dropdown-menu {
left: auto;
right: 0;
}
.navbar-right .dropdown-menu-left {
left: 0;
right: auto;
}
}
.btn-group,
.btn-group-vertical {
position: relative;
display: inline-block;
vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
position: relative;
float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
margin-left: -1px;
}
.btn-toolbar {
margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
border-radius: 0;
}
.btn-group > .btn:first-child {
margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
border-bottom-right-radius: 0;
border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
border-bottom-left-radius: 0;
border-top-left-radius: 0;
}
.btn-group > .btn-group {
float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
border-bottom-right-radius: 0;
border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
border-bottom-left-radius: 0;
border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
padding-left: 8px;
padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
padding-left: 12px;
padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
-webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
-webkit-box-shadow: none;
box-shadow: none;
}
.btn .caret {
margin-left: 0;
}
.btn-lg .caret {
border-width: 5px 5px 0;
border-bottom-width: 0;
}
.dropup .btn-lg .caret {
border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
display: block;
float: none;
width: 100%;
max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
margin-top: -1px;
margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
border-top-right-radius: 2px;
border-top-left-radius: 2px;
border-bottom-right-radius: 0;
border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
border-top-right-radius: 0;
border-top-left-radius: 0;
border-bottom-right-radius: 2px;
border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
border-bottom-right-radius: 0;
border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
border-top-right-radius: 0;
border-top-left-radius: 0;
}
.btn-group-justified {
display: table;
width: 100%;
table-layout: fixed;
border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
float: none;
display: table-cell;
width: 1%;
}
.btn-group-justified > .btn-group .btn {
width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
position: absolute;
clip: rect(0, 0, 0, 0);
pointer-events: none;
}
.input-group {
position: relative;
display: table;
border-collapse: separate;
}
.input-group[class*="col-"] {
float: none;
padding-left: 0;
padding-right: 0;
}
.input-group .form-control {
position: relative;
z-index: 2;
float: left;
width: 100%;
margin-bottom: 0;
}
.input-group .form-control:focus {
z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
height: 45px;
padding: 10px 16px;
font-size: 17px;
line-height: 1.3333333;
border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
height: 45px;
line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
height: 30px;
padding: 5px 10px;
font-size: 12px;
line-height: 1.5;
border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
height: 30px;
line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
border-radius: 0;
}
.input-group-addon,
.input-group-btn {
width: 1%;
white-space: nowrap;
vertical-align: middle;
}
.input-group-addon {
padding: 6px 12px;
font-size: 13px;
font-weight: normal;
line-height: 1;
color: #555555;
text-align: center;
background-color: #eeeeee;
border: 1px solid #ccc;
border-radius: 2px;
}
.input-group-addon.input-sm {
padding: 5px 10px;
font-size: 12px;
border-radius: 1px;
}
.input-group-addon.input-lg {
padding: 10px 16px;
font-size: 17px;
border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
border-bottom-right-radius: 0;
border-top-right-radius: 0;
}
.input-group-addon:first-child {
border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
border-bottom-left-radius: 0;
border-top-left-radius: 0;
}
.input-group-addon:last-child {
border-left: 0;
}
.input-group-btn {
position: relative;
font-size: 0;
white-space: nowrap;
}
.input-group-btn > .btn {
position: relative;
}
.input-group-btn > .btn + .btn {
margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
z-index: 2;
margin-left: -1px;
}
.nav {
margin-bottom: 0;
padding-left: 0;
list-style: none;
}
.nav > li {
position: relative;
display: block;
}
.nav > li > a {
position: relative;
display: block;
padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
text-decoration: none;
background-color: #eeeeee;
}
.nav > li.disabled > a {
color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
color: #777777;
text-decoration: none;
background-color: transparent;
cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
background-color: #eeeeee;
border-color: #337ab7;
}
.nav .nav-divider {
height: 1px;
margin: 8px 0;
overflow: hidden;
background-color: #e5e5e5;
}
.nav > li > a > img {
max-width: none;
}
.nav-tabs {
border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
float: left;
margin-bottom: -1px;
}
.nav-tabs > li > a {
margin-right: 2px;
line-height: 1.42857143;
border: 1px solid transparent;
border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
color: #555555;
background-color: #fff;
border: 1px solid #ddd;
border-bottom-color: transparent;
cursor: default;
}
.nav-tabs.nav-justified {
width: 100%;
border-bottom: 0;
}
.nav-tabs.nav-justified > li {
float: none;
}
.nav-tabs.nav-justified > li > a {
text-align: center;
margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
top: auto;
left: auto;
}
@media (min-width: 768px) {
.nav-tabs.nav-justified > li {
display: table-cell;
width: 1%;
}
.nav-tabs.nav-justified > li > a {
margin-bottom: 0;
}
}
.nav-tabs.nav-justified > li > a {
margin-right: 0;
border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
border: 1px solid #ddd;
}
@media (min-width: 768px) {
.nav-tabs.nav-justified > li > a {
border-bottom: 1px solid #ddd;
border-radius: 2px 2px 0 0;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
border-bottom-color: #fff;
}
}
.nav-pills > li {
float: left;
}
.nav-pills > li > a {
border-radius: 2px;
}
.nav-pills > li + li {
margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
color: #fff;
background-color: #337ab7;
}
.nav-stacked > li {
float: none;
}
.nav-stacked > li + li {
margin-top: 2px;
margin-left: 0;
}
.nav-justified {
width: 100%;
}
.nav-justified > li {
float: none;
}
.nav-justified > li > a {
text-align: center;
margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
top: auto;
left: auto;
}
@media (min-width: 768px) {
.nav-justified > li {
display: table-cell;
width: 1%;
}
.nav-justified > li > a {
margin-bottom: 0;
}
}
.nav-tabs-justified {
border-bottom: 0;
}
.nav-tabs-justified > li > a {
margin-right: 0;
border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
border: 1px solid #ddd;
}
@media (min-width: 768px) {
.nav-tabs-justified > li > a {
border-bottom: 1px solid #ddd;
border-radius: 2px 2px 0 0;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
border-bottom-color: #fff;
}
}
.tab-content > .tab-pane {
display: none;
}
.tab-content > .active {
display: block;
}
.nav-tabs .dropdown-menu {
margin-top: -1px;
border-top-right-radius: 0;
border-top-left-radius: 0;
}
.navbar {
position: relative;
min-height: 30px;
margin-bottom: 18px;
border: 1px solid transparent;
}
@media (min-width: 541px) {
.navbar {
border-radius: 2px;
}
}
@media (min-width: 541px) {
.navbar-header {
float: left;
}
}
.navbar-collapse {
overflow-x: visible;
padding-right: 0px;
padding-left: 0px;
border-top: 1px solid transparent;
box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
-webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
overflow-y: auto;
}
@media (min-width: 541px) {
.navbar-collapse {
width: auto;
border-top: 0;
box-shadow: none;
}
.navbar-collapse.collapse {
display: block !important;
height: auto !important;
padding-bottom: 0;
overflow: visible !important;
}
.navbar-collapse.in {
overflow-y: visible;
}
.navbar-fixed-top .navbar-collapse,
.navbar-static-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
padding-left: 0;
padding-right: 0;
}
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
max-height: 200px;
}
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
margin-right: 0px;
margin-left: 0px;
}
@media (min-width: 541px) {
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
margin-right: 0;
margin-left: 0;
}
}
.navbar-static-top {
z-index: 1000;
border-width: 0 0 1px;
}
@media (min-width: 541px) {
.navbar-static-top {
border-radius: 0;
}
}
.navbar-fixed-top,
.navbar-fixed-bottom {
position: fixed;
right: 0;
left: 0;
z-index: 1030;
}
@media (min-width: 541px) {
.navbar-fixed-top,
.navbar-fixed-bottom {
border-radius: 0;
}
}
.navbar-fixed-top {
top: 0;
border-width: 0 0 1px;
}
.navbar-fixed-bottom {
bottom: 0;
margin-bottom: 0;
border-width: 1px 0 0;
}
.navbar-brand {
float: left;
padding: 6px 0px;
font-size: 17px;
line-height: 18px;
height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
text-decoration: none;
}
.navbar-brand > img {
display: block;
}
@media (min-width: 541px) {
.navbar > .container .navbar-brand,
.navbar > .container-fluid .navbar-brand {
margin-left: 0px;
}
}
.navbar-toggle {
position: relative;
float: right;
margin-right: 0px;
padding: 9px 10px;
margin-top: -2px;
margin-bottom: -2px;
background-color: transparent;
background-image: none;
border: 1px solid transparent;
border-radius: 2px;
}
.navbar-toggle:focus {
outline: 0;
}
.navbar-toggle .icon-bar {
display: block;
width: 22px;
height: 2px;
border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
margin-top: 4px;
}
@media (min-width: 541px) {
.navbar-toggle {
display: none;
}
}
.navbar-nav {
margin: 3px 0px;
}
.navbar-nav > li > a {
padding-top: 10px;
padding-bottom: 10px;
line-height: 18px;
}
@media (max-width: 540px) {
.navbar-nav .open .dropdown-menu {
position: static;
float: none;
width: auto;
margin-top: 0;
background-color: transparent;
border: 0;
box-shadow: none;
}
.navbar-nav .open .dropdown-menu > li > a,
.navbar-nav .open .dropdown-menu .dropdown-header {
padding: 5px 15px 5px 25px;
}
.navbar-nav .open .dropdown-menu > li > a {
line-height: 18px;
}
.navbar-nav .open .dropdown-menu > li > a:hover,
.navbar-nav .open .dropdown-menu > li > a:focus {
background-image: none;
}
}
@media (min-width: 541px) {
.navbar-nav {
float: left;
margin: 0;
}
.navbar-nav > li {
float: left;
}
.navbar-nav > li > a {
padding-top: 6px;
padding-bottom: 6px;
}
}
.navbar-form {
margin-left: 0px;
margin-right: 0px;
padding: 10px 0px;
border-top: 1px solid transparent;
border-bottom: 1px solid transparent;
-webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
margin-top: -1px;
margin-bottom: -1px;
}
@media (min-width: 768px) {
.navbar-form .form-group {
display: inline-block;
margin-bottom: 0;
vertical-align: middle;
}
.navbar-form .form-control {
display: inline-block;
width: auto;
vertical-align: middle;
}
.navbar-form .form-control-static {
display: inline-block;
}
.navbar-form .input-group {
display: inline-table;
vertical-align: middle;
}
.navbar-form .input-group .input-group-addon,
.navbar-form .input-group .input-group-btn,
.navbar-form .input-group .form-control {
width: auto;
}
.navbar-form .input-group > .form-control {
width: 100%;
}
.navbar-form .control-label {
margin-bottom: 0;
vertical-align: middle;
}
.navbar-form .radio,
.navbar-form .checkbox {
display: inline-block;
margin-top: 0;
margin-bottom: 0;
vertical-align: middle;
}
.navbar-form .radio label,
.navbar-form .checkbox label {
padding-left: 0;
}
.navbar-form .radio input[type="radio"],
.navbar-form .checkbox input[type="checkbox"] {
position: relative;
margin-left: 0;
}
.navbar-form .has-feedback .form-control-feedback {
top: 0;
}
}
@media (max-width: 540px) {
.navbar-form .form-group {
margin-bottom: 5px;
}
.navbar-form .form-group:last-child {
margin-bottom: 0;
}
}
@media (min-width: 541px) {
.navbar-form {
width: auto;
border: 0;
margin-left: 0;
margin-right: 0;
padding-top: 0;
padding-bottom: 0;
-webkit-box-shadow: none;
box-shadow: none;
}
}
.navbar-nav > li > .dropdown-menu {
margin-top: 0;
border-top-right-radius: 0;
border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
margin-bottom: 0;
border-top-right-radius: 2px;
border-top-left-radius: 2px;
border-bottom-right-radius: 0;
border-bottom-left-radius: 0;
}
.navbar-btn {
margin-top: -1px;
margin-bottom: -1px;
}
.navbar-btn.btn-sm {
margin-top: 0px;
margin-bottom: 0px;
}
.navbar-btn.btn-xs {
margin-top: 4px;
margin-bottom: 4px;
}
.navbar-text {
margin-top: 6px;
margin-bottom: 6px;
}
@media (min-width: 541px) {
.navbar-text {
float: left;
margin-left: 0px;
margin-right: 0px;
}
}
@media (min-width: 541px) {
.navbar-left {
float: left !important;
float: left;
}
.navbar-right {
float: right !important;
float: right;
margin-right: 0px;
}
.navbar-right ~ .navbar-right {
margin-right: 0;
}
}
.navbar-default {
background-color: #f8f8f8;
border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
color: #5e5e5e;
background-color: transparent;
}
.navbar-default .navbar-text {
color: #777;
}
.navbar-default .navbar-nav > li > a {
color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
color: #333;
background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
color: #555;
background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
color: #ccc;
background-color: transparent;
}
.navbar-default .navbar-toggle {
border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
background-color: #e7e7e7;
color: #555;
}
@media (max-width: 540px) {
.navbar-default .navbar-nav .open .dropdown-menu > li > a {
color: #777;
}
.navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
.navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
color: #333;
background-color: transparent;
}
.navbar-default .navbar-nav .open .dropdown-menu > .active > a,
.navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
.navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
color: #555;
background-color: #e7e7e7;
}
.navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
.navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
.navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
color: #ccc;
background-color: transparent;
}
}
.navbar-default .navbar-link {
color: #777;
}
.navbar-default .navbar-link:hover {
color: #333;
}
.navbar-default .btn-link {
color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
color: #ccc;
}
.navbar-inverse {
background-color: #222;
border-color: #080808;
}
.navbar-inverse .navbar-brand {
color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
color: #fff;
background-color: transparent;
}
.navbar-inverse .navbar-text {
color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
color: #fff;
background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
color: #fff;
background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
color: #444;
background-color: transparent;
}
.navbar-inverse .navbar-toggle {
border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
background-color: #080808;
color: #fff;
}
@media (max-width: 540px) {
.navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
border-color: #080808;
}
.navbar-inverse .navbar-nav .open .dropdown-menu .divider {
background-color: #080808;
}
.navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
color: #9d9d9d;
}
.navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
.navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
color: #fff;
background-color: transparent;
}
.navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
.navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
.navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
color: #fff;
background-color: #080808;
}
.navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
.navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
.navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
color: #444;
background-color: transparent;
}
}
.navbar-inverse .navbar-link {
color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
color: #fff;
}
.navbar-inverse .btn-link {
color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
color: #444;
}
.breadcrumb {
padding: 8px 15px;
margin-bottom: 18px;
list-style: none;
background-color: #f5f5f5;
border-radius: 2px;
}
.breadcrumb > li {
display: inline-block;
}
.breadcrumb > li + li:before {
content: "/\00a0";
padding: 0 5px;
color: #5e5e5e;
}
.breadcrumb > .active {
color: #777777;
}
.pagination {
display: inline-block;
padding-left: 0;
margin: 18px 0;
border-radius: 2px;
}
.pagination > li {
display: inline;
}
.pagination > li > a,
.pagination > li > span {
position: relative;
float: left;
padding: 6px 12px;
line-height: 1.42857143;
text-decoration: none;
color: #337ab7;
background-color: #fff;
border: 1px solid #ddd;
margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
margin-left: 0;
border-bottom-left-radius: 2px;
border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
border-bottom-right-radius: 2px;
border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
z-index: 2;
color: #23527c;
background-color: #eeeeee;
border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
z-index: 3;
color: #fff;
background-color: #337ab7;
border-color: #337ab7;
cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
color: #777777;
background-color: #fff;
border-color: #ddd;
cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
padding: 10px 16px;
font-size: 17px;
line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
border-bottom-left-radius: 3px;
border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
border-bottom-right-radius: 3px;
border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
padding: 5px 10px;
font-size: 12px;
line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
border-bottom-left-radius: 1px;
border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
border-bottom-right-radius: 1px;
border-top-right-radius: 1px;
}
.pager {
padding-left: 0;
margin: 18px 0;
list-style: none;
text-align: center;
}
.pager li {
display: inline;
}
.pager li > a,
.pager li > span {
display: inline-block;
padding: 5px 14px;
background-color: #fff;
border: 1px solid #ddd;
border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
text-decoration: none;
background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
float: right;
}
.pager .previous > a,
.pager .previous > span {
float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
color: #777777;
background-color: #fff;
cursor: not-allowed;
}
.label {
display: inline;
padding: .2em .6em .3em;
font-size: 75%;
font-weight: bold;
line-height: 1;
color: #fff;
text-align: center;
white-space: nowrap;
vertical-align: baseline;
border-radius: .25em;
}
a.label:hover,
a.label:focus {
color: #fff;
text-decoration: none;
cursor: pointer;
}
.label:empty {
display: none;
}
.btn .label {
position: relative;
top: -1px;
}
.label-default {
background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
background-color: #5e5e5e;
}
.label-primary {
background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
background-color: #286090;
}
.label-success {
background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
background-color: #449d44;
}
.label-info {
background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
background-color: #31b0d5;
}
.label-warning {
background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
background-color: #ec971f;
}
.label-danger {
background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
background-color: #c9302c;
}
.badge {
display: inline-block;
min-width: 10px;
padding: 3px 7px;
font-size: 12px;
font-weight: bold;
color: #fff;
line-height: 1;
vertical-align: middle;
white-space: nowrap;
text-align: center;
background-color: #777777;
border-radius: 10px;
}
.badge:empty {
display: none;
}
.btn .badge {
position: relative;
top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
top: 0;
padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
color: #fff;
text-decoration: none;
cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
color: #337ab7;
background-color: #fff;
}
.list-group-item > .badge {
float: right;
}
.list-group-item > .badge + .badge {
margin-right: 5px;
}
.nav-pills > li > a > .badge {
margin-left: 3px;
}
.jumbotron {
padding-top: 30px;
padding-bottom: 30px;
margin-bottom: 30px;
color: inherit;
background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
color: inherit;
}
.jumbotron p {
margin-bottom: 15px;
font-size: 20px;
font-weight: 200;
}
.jumbotron > hr {
border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
border-radius: 3px;
padding-left: 0px;
padding-right: 0px;
}
.jumbotron .container {
max-width: 100%;
}
@media screen and (min-width: 768px) {
.jumbotron {
padding-top: 48px;
padding-bottom: 48px;
}
.container .jumbotron,
.container-fluid .jumbotron {
padding-left: 60px;
padding-right: 60px;
}
.jumbotron h1,
.jumbotron .h1 {
font-size: 59px;
}
}
.thumbnail {
display: block;
padding: 4px;
margin-bottom: 18px;
line-height: 1.42857143;
background-color: #fff;
border: 1px solid #ddd;
border-radius: 2px;
-webkit-transition: border 0.2s ease-in-out;
-o-transition: border 0.2s ease-in-out;
transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
margin-left: auto;
margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
border-color: #337ab7;
}
.thumbnail .caption {
padding: 9px;
color: #000;
}
.alert {
padding: 15px;
margin-bottom: 18px;
border: 1px solid transparent;
border-radius: 2px;
}
.alert h4 {
margin-top: 0;
color: inherit;
}
.alert .alert-link {
font-weight: bold;
}
.alert > p,
.alert > ul {
margin-bottom: 0;
}
.alert > p + p {
margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
position: relative;
top: -2px;
right: -21px;
color: inherit;
}
.alert-success {
background-color: #dff0d8;
border-color: #d6e9c6;
color: #3c763d;
}
.alert-success hr {
border-top-color: #c9e2b3;
}
.alert-success .alert-link {
color: #2b542c;
}
.alert-info {
background-color: #d9edf7;
border-color: #bce8f1;
color: #31708f;
}
.alert-info hr {
border-top-color: #a6e1ec;
}
.alert-info .alert-link {
color: #245269;
}
.alert-warning {
background-color: #fcf8e3;
border-color: #faebcc;
color: #8a6d3b;
}
.alert-warning hr {
border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
color: #66512c;
}
.alert-danger {
background-color: #f2dede;
border-color: #ebccd1;
color: #a94442;
}
.alert-danger hr {
border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
from {
background-position: 40px 0;
}
to {
background-position: 0 0;
}
}
@keyframes progress-bar-stripes {
from {
background-position: 40px 0;
}
to {
background-position: 0 0;
}
}
.progress {
overflow: hidden;
height: 18px;
margin-bottom: 18px;
background-color: #f5f5f5;
border-radius: 2px;
-webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
float: left;
width: 0%;
height: 100%;
font-size: 12px;
line-height: 18px;
color: #fff;
text-align: center;
background-color: #337ab7;
-webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
-webkit-transition: width 0.6s ease;
-o-transition: width 0.6s ease;
transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
-webkit-animation: progress-bar-stripes 2s linear infinite;
-o-animation: progress-bar-stripes 2s linear infinite;
animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
margin-top: 15px;
}
.media:first-child {
margin-top: 0;
}
.media,
.media-body {
zoom: 1;
overflow: hidden;
}
.media-body {
width: 10000px;
}
.media-object {
display: block;
}
.media-object.img-thumbnail {
max-width: none;
}
.media-right,
.media > .pull-right {
padding-left: 10px;
}
.media-left,
.media > .pull-left {
padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
display: table-cell;
vertical-align: top;
}
.media-middle {
vertical-align: middle;
}
.media-bottom {
vertical-align: bottom;
}
.media-heading {
margin-top: 0;
margin-bottom: 5px;
}
.media-list {
padding-left: 0;
list-style: none;
}
.list-group {
margin-bottom: 20px;
padding-left: 0;
}
.list-group-item {
position: relative;
display: block;
padding: 10px 15px;
margin-bottom: -1px;
background-color: #fff;
border: 1px solid #ddd;
}
.list-group-item:first-child {
border-top-right-radius: 2px;
border-top-left-radius: 2px;
}
.list-group-item:last-child {
margin-bottom: 0;
border-bottom-right-radius: 2px;
border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
text-decoration: none;
color: #555;
background-color: #f5f5f5;
}
button.list-group-item {
width: 100%;
text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
background-color: #eeeeee;
color: #777777;
cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
z-index: 2;
color: #fff;
background-color: #337ab7;
border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
color: #c7ddef;
}
.list-group-item-success {
color: #3c763d;
background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
color: #3c763d;
background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
color: #fff;
background-color: #3c763d;
border-color: #3c763d;
}
.list-group-item-info {
color: #31708f;
background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
color: #31708f;
background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
color: #fff;
background-color: #31708f;
border-color: #31708f;
}
.list-group-item-warning {
color: #8a6d3b;
background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
color: #8a6d3b;
background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
color: #fff;
background-color: #8a6d3b;
border-color: #8a6d3b;
}
.list-group-item-danger {
color: #a94442;
background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
color: #a94442;
background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
color: #fff;
background-color: #a94442;
border-color: #a94442;
}
.list-group-item-heading {
margin-top: 0;
margin-bottom: 5px;
}
.list-group-item-text {
margin-bottom: 0;
line-height: 1.3;
}
.panel {
margin-bottom: 18px;
background-color: #fff;
border: 1px solid transparent;
border-radius: 2px;
-webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
padding: 15px;
}
.panel-heading {
padding: 10px 15px;
border-bottom: 1px solid transparent;
border-top-right-radius: 1px;
border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
color: inherit;
}
.panel-title {
margin-top: 0;
margin-bottom: 0;
font-size: 15px;
color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
color: inherit;
}
.panel-footer {
padding: 10px 15px;
background-color: #f5f5f5;
border-top: 1px solid #ddd;
border-bottom-right-radius: 1px;
border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
border-width: 1px 0;
border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
border-top: 0;
border-top-right-radius: 1px;
border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
border-bottom: 0;
border-bottom-right-radius: 1px;
border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
border-top-right-radius: 0;
border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
border-top-width: 0;
}
.list-group + .panel-footer {
border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
padding-left: 15px;
padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
border-top-right-radius: 1px;
border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
border-top-left-radius: 1px;
border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
border-bottom-right-radius: 1px;
border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
border-bottom-left-radius: 1px;
border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
border-bottom: 0;
}
.panel > .table-responsive {
border: 0;
margin-bottom: 0;
}
.panel-group {
margin-bottom: 18px;
}
.panel-group .panel {
margin-bottom: 0;
border-radius: 2px;
}
.panel-group .panel + .panel {
margin-top: 5px;
}
.panel-group .panel-heading {
border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
border-bottom: 1px solid #ddd;
}
.panel-default {
border-color: #ddd;
}
.panel-default > .panel-heading {
color: #333333;
background-color: #f5f5f5;
border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
color: #f5f5f5;
background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
border-bottom-color: #ddd;
}
.panel-primary {
border-color: #337ab7;
}
.panel-primary > .panel-heading {
color: #fff;
background-color: #337ab7;
border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
color: #337ab7;
background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
border-bottom-color: #337ab7;
}
.panel-success {
border-color: #d6e9c6;
}
.panel-success > .panel-heading {
color: #3c763d;
background-color: #dff0d8;
border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
color: #dff0d8;
background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
border-bottom-color: #d6e9c6;
}
.panel-info {
border-color: #bce8f1;
}
.panel-info > .panel-heading {
color: #31708f;
background-color: #d9edf7;
border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
color: #d9edf7;
background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
border-bottom-color: #bce8f1;
}
.panel-warning {
border-color: #faebcc;
}
.panel-warning > .panel-heading {
color: #8a6d3b;
background-color: #fcf8e3;
border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
color: #fcf8e3;
background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
border-bottom-color: #faebcc;
}
.panel-danger {
border-color: #ebccd1;
}
.panel-danger > .panel-heading {
color: #a94442;
background-color: #f2dede;
border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
color: #f2dede;
background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
border-bottom-color: #ebccd1;
}
.embed-responsive {
position: relative;
display: block;
height: 0;
padding: 0;
overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
position: absolute;
top: 0;
left: 0;
bottom: 0;
height: 100%;
width: 100%;
border: 0;
}
.embed-responsive-16by9 {
padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
padding-bottom: 75%;
}
.well {
min-height: 20px;
padding: 19px;
margin-bottom: 20px;
background-color: #f5f5f5;
border: 1px solid #e3e3e3;
border-radius: 2px;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
border-color: #ddd;
border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
padding: 24px;
border-radius: 3px;
}
.well-sm {
padding: 9px;
border-radius: 1px;
}
.close {
float: right;
font-size: 19.5px;
font-weight: bold;
line-height: 1;
color: #000;
text-shadow: 0 1px 0 #fff;
opacity: 0.2;
filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
color: #000;
text-decoration: none;
cursor: pointer;
opacity: 0.5;
filter: alpha(opacity=50);
}
button.close {
padding: 0;
cursor: pointer;
background: transparent;
border: 0;
-webkit-appearance: none;
}
.modal-open {
overflow: hidden;
}
.modal {
display: none;
overflow: hidden;
position: fixed;
top: 0;
right: 0;
bottom: 0;
left: 0;
z-index: 1050;
-webkit-overflow-scrolling: touch;
outline: 0;
}
.modal.fade .modal-dialog {
-webkit-transform: translate(0, -25%);
-ms-transform: translate(0, -25%);
-o-transform: translate(0, -25%);
transform: translate(0, -25%);
-webkit-transition: -webkit-transform 0.3s ease-out;
-moz-transition: -moz-transform 0.3s ease-out;
-o-transition: -o-transform 0.3s ease-out;
transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
-webkit-transform: translate(0, 0);
-ms-transform: translate(0, 0);
-o-transform: translate(0, 0);
transform: translate(0, 0);
}
.modal-open .modal {
overflow-x: hidden;
overflow-y: auto;
}
.modal-dialog {
position: relative;
width: auto;
margin: 10px;
}
.modal-content {
position: relative;
background-color: #fff;
border: 1px solid #999;
border: 1px solid rgba(0, 0, 0, 0.2);
border-radius: 3px;
-webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
background-clip: padding-box;
outline: 0;
}
.modal-backdrop {
position: fixed;
top: 0;
right: 0;
bottom: 0;
left: 0;
z-index: 1040;
background-color: #000;
}
.modal-backdrop.fade {
opacity: 0;
filter: alpha(opacity=0);
}
.modal-backdrop.in {
opacity: 0.5;
filter: alpha(opacity=50);
}
.modal-header {
padding: 15px;
border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
margin-top: -2px;
}
.modal-title {
margin: 0;
line-height: 1.42857143;
}
.modal-body {
position: relative;
padding: 15px;
}
.modal-footer {
padding: 15px;
text-align: right;
border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
margin-left: 5px;
margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
margin-left: 0;
}
.modal-scrollbar-measure {
position: absolute;
top: -9999px;
width: 50px;
height: 50px;
overflow: scroll;
}
@media (min-width: 768px) {
.modal-dialog {
width: 600px;
margin: 30px auto;
}
.modal-content {
-webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
}
.modal-sm {
width: 300px;
}
}
@media (min-width: 992px) {
.modal-lg {
width: 900px;
}
}
.tooltip {
position: absolute;
z-index: 1070;
display: block;
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
font-style: normal;
font-weight: normal;
letter-spacing: normal;
line-break: auto;
line-height: 1.42857143;
text-align: left;
text-align: start;
text-decoration: none;
text-shadow: none;
text-transform: none;
white-space: normal;
word-break: normal;
word-spacing: normal;
word-wrap: normal;
font-size: 12px;
opacity: 0;
filter: alpha(opacity=0);
}
.tooltip.in {
opacity: 0.9;
filter: alpha(opacity=90);
}
.tooltip.top {
margin-top: -3px;
padding: 5px 0;
}
.tooltip.right {
margin-left: 3px;
padding: 0 5px;
}
.tooltip.bottom {
margin-top: 3px;
padding: 5px 0;
}
.tooltip.left {
margin-left: -3px;
padding: 0 5px;
}
.tooltip-inner {
max-width: 200px;
padding: 3px 8px;
color: #fff;
text-align: center;
background-color: #000;
border-radius: 2px;
}
.tooltip-arrow {
position: absolute;
width: 0;
height: 0;
border-color: transparent;
border-style: solid;
}
.tooltip.top .tooltip-arrow {
bottom: 0;
left: 50%;
margin-left: -5px;
border-width: 5px 5px 0;
border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
bottom: 0;
right: 5px;
margin-bottom: -5px;
border-width: 5px 5px 0;
border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
bottom: 0;
left: 5px;
margin-bottom: -5px;
border-width: 5px 5px 0;
border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
top: 50%;
left: 0;
margin-top: -5px;
border-width: 5px 5px 5px 0;
border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
top: 50%;
right: 0;
margin-top: -5px;
border-width: 5px 0 5px 5px;
border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
top: 0;
left: 50%;
margin-left: -5px;
border-width: 0 5px 5px;
border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
top: 0;
right: 5px;
margin-top: -5px;
border-width: 0 5px 5px;
border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
top: 0;
left: 5px;
margin-top: -5px;
border-width: 0 5px 5px;
border-bottom-color: #000;
}
.popover {
position: absolute;
top: 0;
left: 0;
z-index: 1060;
display: none;
max-width: 276px;
padding: 1px;
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
font-style: normal;
font-weight: normal;
letter-spacing: normal;
line-break: auto;
line-height: 1.42857143;
text-align: left;
text-align: start;
text-decoration: none;
text-shadow: none;
text-transform: none;
white-space: normal;
word-break: normal;
word-spacing: normal;
word-wrap: normal;
font-size: 13px;
background-color: #fff;
background-clip: padding-box;
border: 1px solid #ccc;
border: 1px solid rgba(0, 0, 0, 0.2);
border-radius: 3px;
-webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
margin-top: -10px;
}
.popover.right {
margin-left: 10px;
}
.popover.bottom {
margin-top: 10px;
}
.popover.left {
margin-left: -10px;
}
.popover-title {
margin: 0;
padding: 8px 14px;
font-size: 13px;
background-color: #f7f7f7;
border-bottom: 1px solid #ebebeb;
border-radius: 2px 2px 0 0;
}
.popover-content {
padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
position: absolute;
display: block;
width: 0;
height: 0;
border-color: transparent;
border-style: solid;
}
.popover > .arrow {
border-width: 11px;
}
.popover > .arrow:after {
border-width: 10px;
content: "";
}
.popover.top > .arrow {
left: 50%;
margin-left: -11px;
border-bottom-width: 0;
border-top-color: #999999;
border-top-color: rgba(0, 0, 0, 0.25);
bottom: -11px;
}
.popover.top > .arrow:after {
content: " ";
bottom: 1px;
margin-left: -10px;
border-bottom-width: 0;
border-top-color: #fff;
}
.popover.right > .arrow {
top: 50%;
left: -11px;
margin-top: -11px;
border-left-width: 0;
border-right-color: #999999;
border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
content: " ";
left: 1px;
bottom: -10px;
border-left-width: 0;
border-right-color: #fff;
}
.popover.bottom > .arrow {
left: 50%;
margin-left: -11px;
border-top-width: 0;
border-bottom-color: #999999;
border-bottom-color: rgba(0, 0, 0, 0.25);
top: -11px;
}
.popover.bottom > .arrow:after {
content: " ";
top: 1px;
margin-left: -10px;
border-top-width: 0;
border-bottom-color: #fff;
}
.popover.left > .arrow {
top: 50%;
right: -11px;
margin-top: -11px;
border-right-width: 0;
border-left-color: #999999;
border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
content: " ";
right: 1px;
border-right-width: 0;
border-left-color: #fff;
bottom: -10px;
}
.carousel {
position: relative;
}
.carousel-inner {
position: relative;
overflow: hidden;
width: 100%;
}
.carousel-inner > .item {
display: none;
position: relative;
-webkit-transition: 0.6s ease-in-out left;
-o-transition: 0.6s ease-in-out left;
transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
.carousel-inner > .item {
-webkit-transition: -webkit-transform 0.6s ease-in-out;
-moz-transition: -moz-transform 0.6s ease-in-out;
-o-transition: -o-transform 0.6s ease-in-out;
transition: transform 0.6s ease-in-out;
-webkit-backface-visibility: hidden;
-moz-backface-visibility: hidden;
backface-visibility: hidden;
-webkit-perspective: 1000px;
-moz-perspective: 1000px;
perspective: 1000px;
}
.carousel-inner > .item.next,
.carousel-inner > .item.active.right {
-webkit-transform: translate3d(100%, 0, 0);
transform: translate3d(100%, 0, 0);
left: 0;
}
.carousel-inner > .item.prev,
.carousel-inner > .item.active.left {
-webkit-transform: translate3d(-100%, 0, 0);
transform: translate3d(-100%, 0, 0);
left: 0;
}
.carousel-inner > .item.next.left,
.carousel-inner > .item.prev.right,
.carousel-inner > .item.active {
-webkit-transform: translate3d(0, 0, 0);
transform: translate3d(0, 0, 0);
left: 0;
}
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
display: block;
}
.carousel-inner > .active {
left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
position: absolute;
top: 0;
width: 100%;
}
.carousel-inner > .next {
left: 100%;
}
.carousel-inner > .prev {
left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
left: 0;
}
.carousel-inner > .active.left {
left: -100%;
}
.carousel-inner > .active.right {
left: 100%;
}
.carousel-control {
position: absolute;
top: 0;
left: 0;
bottom: 0;
width: 15%;
opacity: 0.5;
filter: alpha(opacity=50);
font-size: 20px;
color: #fff;
text-align: center;
text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
background-repeat: repeat-x;
filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
left: auto;
right: 0;
background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
background-repeat: repeat-x;
filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
outline: 0;
color: #fff;
text-decoration: none;
opacity: 0.9;
filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
position: absolute;
top: 50%;
margin-top: -10px;
z-index: 5;
display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
left: 50%;
margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
right: 50%;
margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
width: 20px;
height: 20px;
line-height: 1;
font-family: serif;
}
.carousel-control .icon-prev:before {
content: '\2039';
}
.carousel-control .icon-next:before {
content: '\203a';
}
.carousel-indicators {
position: absolute;
bottom: 10px;
left: 50%;
z-index: 15;
width: 60%;
margin-left: -30%;
padding-left: 0;
list-style: none;
text-align: center;
}
.carousel-indicators li {
display: inline-block;
width: 10px;
height: 10px;
margin: 1px;
text-indent: -999px;
border: 1px solid #fff;
border-radius: 10px;
cursor: pointer;
background-color: #000 \9;
background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
margin: 0;
width: 12px;
height: 12px;
background-color: #fff;
}
.carousel-caption {
position: absolute;
left: 15%;
right: 15%;
bottom: 20px;
z-index: 10;
padding-top: 20px;
padding-bottom: 20px;
color: #fff;
text-align: center;
text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
text-shadow: none;
}
@media screen and (min-width: 768px) {
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right,
.carousel-control .icon-prev,
.carousel-control .icon-next {
width: 30px;
height: 30px;
margin-top: -10px;
font-size: 30px;
}
.carousel-control .glyphicon-chevron-left,
.carousel-control .icon-prev {
margin-left: -10px;
}
.carousel-control .glyphicon-chevron-right,
.carousel-control .icon-next {
margin-right: -10px;
}
.carousel-caption {
left: 20%;
right: 20%;
padding-bottom: 30px;
}
.carousel-indicators {
bottom: 20px;
}
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
content: " ";
display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
clear: both;
}
.center-block {
display: block;
margin-left: auto;
margin-right: auto;
}
.pull-right {
float: right !important;
}
.pull-left {
float: left !important;
}
.hide {
display: none !important;
}
.show {
display: block !important;
}
.invisible {
visibility: hidden;
}
.text-hide {
font: 0/0 a;
color: transparent;
text-shadow: none;
background-color: transparent;
border: 0;
}
.hidden {
display: none !important;
}
.affix {
position: fixed;
}
@-ms-viewport {
width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
display: none !important;
}
@media (max-width: 767px) {
.visible-xs {
display: block !important;
}
table.visible-xs {
display: table !important;
}
tr.visible-xs {
display: table-row !important;
}
th.visible-xs,
td.visible-xs {
display: table-cell !important;
}
}
@media (max-width: 767px) {
.visible-xs-block {
display: block !important;
}
}
@media (max-width: 767px) {
.visible-xs-inline {
display: inline !important;
}
}
@media (max-width: 767px) {
.visible-xs-inline-block {
display: inline-block !important;
}
}
@media (min-width: 768px) and (max-width: 991px) {
.visible-sm {
display: block !important;
}
table.visible-sm {
display: table !important;
}
tr.visible-sm {
display: table-row !important;
}
th.visible-sm,
td.visible-sm {
display: table-cell !important;
}
}
@media (min-width: 768px) and (max-width: 991px) {
.visible-sm-block {
display: block !important;
}
}
@media (min-width: 768px) and (max-width: 991px) {
.visible-sm-inline {
display: inline !important;
}
}
@media (min-width: 768px) and (max-width: 991px) {
.visible-sm-inline-block {
display: inline-block !important;
}
}
@media (min-width: 992px) and (max-width: 1199px) {
.visible-md {
display: block !important;
}
table.visible-md {
display: table !important;
}
tr.visible-md {
display: table-row !important;
}
th.visible-md,
td.visible-md {
display: table-cell !important;
}
}
@media (min-width: 992px) and (max-width: 1199px) {
.visible-md-block {
display: block !important;
}
}
@media (min-width: 992px) and (max-width: 1199px) {
.visible-md-inline {
display: inline !important;
}
}
@media (min-width: 992px) and (max-width: 1199px) {
.visible-md-inline-block {
display: inline-block !important;
}
}
@media (min-width: 1200px) {
.visible-lg {
display: block !important;
}
table.visible-lg {
display: table !important;
}
tr.visible-lg {
display: table-row !important;
}
th.visible-lg,
td.visible-lg {
display: table-cell !important;
}
}
@media (min-width: 1200px) {
.visible-lg-block {
display: block !important;
}
}
@media (min-width: 1200px) {
.visible-lg-inline {
display: inline !important;
}
}
@media (min-width: 1200px) {
.visible-lg-inline-block {
display: inline-block !important;
}
}
@media (max-width: 767px) {
.hidden-xs {
display: none !important;
}
}
@media (min-width: 768px) and (max-width: 991px) {
.hidden-sm {
display: none !important;
}
}
@media (min-width: 992px) and (max-width: 1199px) {
.hidden-md {
display: none !important;
}
}
@media (min-width: 1200px) {
.hidden-lg {
display: none !important;
}
}
.visible-print {
display: none !important;
}
@media print {
.visible-print {
display: block !important;
}
table.visible-print {
display: table !important;
}
tr.visible-print {
display: table-row !important;
}
th.visible-print,
td.visible-print {
display: table-cell !important;
}
}
.visible-print-block {
display: none !important;
}
@media print {
.visible-print-block {
display: block !important;
}
}
.visible-print-inline {
display: none !important;
}
@media print {
.visible-print-inline {
display: inline !important;
}
}
.visible-print-inline-block {
display: none !important;
}
@media print {
.visible-print-inline-block {
display: inline-block !important;
}
}
@media print {
.hidden-print {
display: none !important;
}
}
/*!
*
* Font Awesome
*
*/
/*!
* Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
* License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
*/
/* FONT PATH
* -------------------------- */
@font-face {
font-family: 'FontAwesome';
src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
font-weight: normal;
font-style: normal;
}
.fa {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
font-size: 1.33333333em;
line-height: 0.75em;
vertical-align: -15%;
}
.fa-2x {
font-size: 2em;
}
.fa-3x {
font-size: 3em;
}
.fa-4x {
font-size: 4em;
}
.fa-5x {
font-size: 5em;
}
.fa-fw {
width: 1.28571429em;
text-align: center;
}
.fa-ul {
padding-left: 0;
margin-left: 2.14285714em;
list-style-type: none;
}
.fa-ul > li {
position: relative;
}
.fa-li {
position: absolute;
left: -2.14285714em;
width: 2.14285714em;
top: 0.14285714em;
text-align: center;
}
.fa-li.fa-lg {
left: -1.85714286em;
}
.fa-border {
padding: .2em .25em .15em;
border: solid 0.08em #eee;
border-radius: .1em;
}
.pull-right {
float: right;
}
.pull-left {
float: left;
}
.fa.pull-left {
margin-right: .3em;
}
.fa.pull-right {
margin-left: .3em;
}
.fa-spin {
-webkit-animation: fa-spin 2s infinite linear;
animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
0% {
-webkit-transform: rotate(0deg);
transform: rotate(0deg);
}
100% {
-webkit-transform: rotate(359deg);
transform: rotate(359deg);
}
}
@keyframes fa-spin {
0% {
-webkit-transform: rotate(0deg);
transform: rotate(0deg);
}
100% {
-webkit-transform: rotate(359deg);
transform: rotate(359deg);
}
}
.fa-rotate-90 {
filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
-webkit-transform: rotate(90deg);
-ms-transform: rotate(90deg);
transform: rotate(90deg);
}
.fa-rotate-180 {
filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
-webkit-transform: rotate(180deg);
-ms-transform: rotate(180deg);
transform: rotate(180deg);
}
.fa-rotate-270 {
filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
-webkit-transform: rotate(270deg);
-ms-transform: rotate(270deg);
transform: rotate(270deg);
}
.fa-flip-horizontal {
filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
-webkit-transform: scale(-1, 1);
-ms-transform: scale(-1, 1);
transform: scale(-1, 1);
}
.fa-flip-vertical {
filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
-webkit-transform: scale(1, -1);
-ms-transform: scale(1, -1);
transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
filter: none;
}
.fa-stack {
position: relative;
display: inline-block;
width: 2em;
height: 2em;
line-height: 2em;
vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
position: absolute;
left: 0;
width: 100%;
text-align: center;
}
.fa-stack-1x {
line-height: inherit;
}
.fa-stack-2x {
font-size: 2em;
}
.fa-inverse {
color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
readers do not read off random characters that represent icons */
.fa-glass:before {
content: "\f000";
}
.fa-music:before {
content: "\f001";
}
.fa-search:before {
content: "\f002";
}
.fa-envelope-o:before {
content: "\f003";
}
.fa-heart:before {
content: "\f004";
}
.fa-star:before {
content: "\f005";
}
.fa-star-o:before {
content: "\f006";
}
.fa-user:before {
content: "\f007";
}
.fa-film:before {
content: "\f008";
}
.fa-th-large:before {
content: "\f009";
}
.fa-th:before {
content: "\f00a";
}
.fa-th-list:before {
content: "\f00b";
}
.fa-check:before {
content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
content: "\f00d";
}
.fa-search-plus:before {
content: "\f00e";
}
.fa-search-minus:before {
content: "\f010";
}
.fa-power-off:before {
content: "\f011";
}
.fa-signal:before {
content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
content: "\f013";
}
.fa-trash-o:before {
content: "\f014";
}
.fa-home:before {
content: "\f015";
}
.fa-file-o:before {
content: "\f016";
}
.fa-clock-o:before {
content: "\f017";
}
.fa-road:before {
content: "\f018";
}
.fa-download:before {
content: "\f019";
}
.fa-arrow-circle-o-down:before {
content: "\f01a";
}
.fa-arrow-circle-o-up:before {
content: "\f01b";
}
.fa-inbox:before {
content: "\f01c";
}
.fa-play-circle-o:before {
content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
content: "\f01e";
}
.fa-refresh:before {
content: "\f021";
}
.fa-list-alt:before {
content: "\f022";
}
.fa-lock:before {
content: "\f023";
}
.fa-flag:before {
content: "\f024";
}
.fa-headphones:before {
content: "\f025";
}
.fa-volume-off:before {
content: "\f026";
}
.fa-volume-down:before {
content: "\f027";
}
.fa-volume-up:before {
content: "\f028";
}
.fa-qrcode:before {
content: "\f029";
}
.fa-barcode:before {
content: "\f02a";
}
.fa-tag:before {
content: "\f02b";
}
.fa-tags:before {
content: "\f02c";
}
.fa-book:before {
content: "\f02d";
}
.fa-bookmark:before {
content: "\f02e";
}
.fa-print:before {
content: "\f02f";
}
.fa-camera:before {
content: "\f030";
}
.fa-font:before {
content: "\f031";
}
.fa-bold:before {
content: "\f032";
}
.fa-italic:before {
content: "\f033";
}
.fa-text-height:before {
content: "\f034";
}
.fa-text-width:before {
content: "\f035";
}
.fa-align-left:before {
content: "\f036";
}
.fa-align-center:before {
content: "\f037";
}
.fa-align-right:before {
content: "\f038";
}
.fa-align-justify:before {
content: "\f039";
}
.fa-list:before {
content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
content: "\f03b";
}
.fa-indent:before {
content: "\f03c";
}
.fa-video-camera:before {
content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
content: "\f03e";
}
.fa-pencil:before {
content: "\f040";
}
.fa-map-marker:before {
content: "\f041";
}
.fa-adjust:before {
content: "\f042";
}
.fa-tint:before {
content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
content: "\f044";
}
.fa-share-square-o:before {
content: "\f045";
}
.fa-check-square-o:before {
content: "\f046";
}
.fa-arrows:before {
content: "\f047";
}
.fa-step-backward:before {
content: "\f048";
}
.fa-fast-backward:before {
content: "\f049";
}
.fa-backward:before {
content: "\f04a";
}
.fa-play:before {
content: "\f04b";
}
.fa-pause:before {
content: "\f04c";
}
.fa-stop:before {
content: "\f04d";
}
.fa-forward:before {
content: "\f04e";
}
.fa-fast-forward:before {
content: "\f050";
}
.fa-step-forward:before {
content: "\f051";
}
.fa-eject:before {
content: "\f052";
}
.fa-chevron-left:before {
content: "\f053";
}
.fa-chevron-right:before {
content: "\f054";
}
.fa-plus-circle:before {
content: "\f055";
}
.fa-minus-circle:before {
content: "\f056";
}
.fa-times-circle:before {
content: "\f057";
}
.fa-check-circle:before {
content: "\f058";
}
.fa-question-circle:before {
content: "\f059";
}
.fa-info-circle:before {
content: "\f05a";
}
.fa-crosshairs:before {
content: "\f05b";
}
.fa-times-circle-o:before {
content: "\f05c";
}
.fa-check-circle-o:before {
content: "\f05d";
}
.fa-ban:before {
content: "\f05e";
}
.fa-arrow-left:before {
content: "\f060";
}
.fa-arrow-right:before {
content: "\f061";
}
.fa-arrow-up:before {
content: "\f062";
}
.fa-arrow-down:before {
content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
content: "\f064";
}
.fa-expand:before {
content: "\f065";
}
.fa-compress:before {
content: "\f066";
}
.fa-plus:before {
content: "\f067";
}
.fa-minus:before {
content: "\f068";
}
.fa-asterisk:before {
content: "\f069";
}
.fa-exclamation-circle:before {
content: "\f06a";
}
.fa-gift:before {
content: "\f06b";
}
.fa-leaf:before {
content: "\f06c";
}
.fa-fire:before {
content: "\f06d";
}
.fa-eye:before {
content: "\f06e";
}
.fa-eye-slash:before {
content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
content: "\f071";
}
.fa-plane:before {
content: "\f072";
}
.fa-calendar:before {
content: "\f073";
}
.fa-random:before {
content: "\f074";
}
.fa-comment:before {
content: "\f075";
}
.fa-magnet:before {
content: "\f076";
}
.fa-chevron-up:before {
content: "\f077";
}
.fa-chevron-down:before {
content: "\f078";
}
.fa-retweet:before {
content: "\f079";
}
.fa-shopping-cart:before {
content: "\f07a";
}
.fa-folder:before {
content: "\f07b";
}
.fa-folder-open:before {
content: "\f07c";
}
.fa-arrows-v:before {
content: "\f07d";
}
.fa-arrows-h:before {
content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
content: "\f080";
}
.fa-twitter-square:before {
content: "\f081";
}
.fa-facebook-square:before {
content: "\f082";
}
.fa-camera-retro:before {
content: "\f083";
}
.fa-key:before {
content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
content: "\f085";
}
.fa-comments:before {
content: "\f086";
}
.fa-thumbs-o-up:before {
content: "\f087";
}
.fa-thumbs-o-down:before {
content: "\f088";
}
.fa-star-half:before {
content: "\f089";
}
.fa-heart-o:before {
content: "\f08a";
}
.fa-sign-out:before {
content: "\f08b";
}
.fa-linkedin-square:before {
content: "\f08c";
}
.fa-thumb-tack:before {
content: "\f08d";
}
.fa-external-link:before {
content: "\f08e";
}
.fa-sign-in:before {
content: "\f090";
}
.fa-trophy:before {
content: "\f091";
}
.fa-github-square:before {
content: "\f092";
}
.fa-upload:before {
content: "\f093";
}
.fa-lemon-o:before {
content: "\f094";
}
.fa-phone:before {
content: "\f095";
}
.fa-square-o:before {
content: "\f096";
}
.fa-bookmark-o:before {
content: "\f097";
}
.fa-phone-square:before {
content: "\f098";
}
.fa-twitter:before {
content: "\f099";
}
.fa-facebook:before {
content: "\f09a";
}
.fa-github:before {
content: "\f09b";
}
.fa-unlock:before {
content: "\f09c";
}
.fa-credit-card:before {
content: "\f09d";
}
.fa-rss:before {
content: "\f09e";
}
.fa-hdd-o:before {
content: "\f0a0";
}
.fa-bullhorn:before {
content: "\f0a1";
}
.fa-bell:before {
content: "\f0f3";
}
.fa-certificate:before {
content: "\f0a3";
}
.fa-hand-o-right:before {
content: "\f0a4";
}
.fa-hand-o-left:before {
content: "\f0a5";
}
.fa-hand-o-up:before {
content: "\f0a6";
}
.fa-hand-o-down:before {
content: "\f0a7";
}
.fa-arrow-circle-left:before {
content: "\f0a8";
}
.fa-arrow-circle-right:before {
content: "\f0a9";
}
.fa-arrow-circle-up:before {
content: "\f0aa";
}
.fa-arrow-circle-down:before {
content: "\f0ab";
}
.fa-globe:before {
content: "\f0ac";
}
.fa-wrench:before {
content: "\f0ad";
}
.fa-tasks:before {
content: "\f0ae";
}
.fa-filter:before {
content: "\f0b0";
}
.fa-briefcase:before {
content: "\f0b1";
}
.fa-arrows-alt:before {
content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
content: "\f0c1";
}
.fa-cloud:before {
content: "\f0c2";
}
.fa-flask:before {
content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
content: "\f0c5";
}
.fa-paperclip:before {
content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
content: "\f0c7";
}
.fa-square:before {
content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
content: "\f0c9";
}
.fa-list-ul:before {
content: "\f0ca";
}
.fa-list-ol:before {
content: "\f0cb";
}
.fa-strikethrough:before {
content: "\f0cc";
}
.fa-underline:before {
content: "\f0cd";
}
.fa-table:before {
content: "\f0ce";
}
.fa-magic:before {
content: "\f0d0";
}
.fa-truck:before {
content: "\f0d1";
}
.fa-pinterest:before {
content: "\f0d2";
}
.fa-pinterest-square:before {
content: "\f0d3";
}
.fa-google-plus-square:before {
content: "\f0d4";
}
.fa-google-plus:before {
content: "\f0d5";
}
.fa-money:before {
content: "\f0d6";
}
.fa-caret-down:before {
content: "\f0d7";
}
.fa-caret-up:before {
content: "\f0d8";
}
.fa-caret-left:before {
content: "\f0d9";
}
.fa-caret-right:before {
content: "\f0da";
}
.fa-columns:before {
content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
content: "\f0de";
}
.fa-envelope:before {
content: "\f0e0";
}
.fa-linkedin:before {
content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
content: "\f0e4";
}
.fa-comment-o:before {
content: "\f0e5";
}
.fa-comments-o:before {
content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
content: "\f0e7";
}
.fa-sitemap:before {
content: "\f0e8";
}
.fa-umbrella:before {
content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
content: "\f0ea";
}
.fa-lightbulb-o:before {
content: "\f0eb";
}
.fa-exchange:before {
content: "\f0ec";
}
.fa-cloud-download:before {
content: "\f0ed";
}
.fa-cloud-upload:before {
content: "\f0ee";
}
.fa-user-md:before {
content: "\f0f0";
}
.fa-stethoscope:before {
content: "\f0f1";
}
.fa-suitcase:before {
content: "\f0f2";
}
.fa-bell-o:before {
content: "\f0a2";
}
.fa-coffee:before {
content: "\f0f4";
}
.fa-cutlery:before {
content: "\f0f5";
}
.fa-file-text-o:before {
content: "\f0f6";
}
.fa-building-o:before {
content: "\f0f7";
}
.fa-hospital-o:before {
content: "\f0f8";
}
.fa-ambulance:before {
content: "\f0f9";
}
.fa-medkit:before {
content: "\f0fa";
}
.fa-fighter-jet:before {
content: "\f0fb";
}
.fa-beer:before {
content: "\f0fc";
}
.fa-h-square:before {
content: "\f0fd";
}
.fa-plus-square:before {
content: "\f0fe";
}
.fa-angle-double-left:before {
content: "\f100";
}
.fa-angle-double-right:before {
content: "\f101";
}
.fa-angle-double-up:before {
content: "\f102";
}
.fa-angle-double-down:before {
content: "\f103";
}
.fa-angle-left:before {
content: "\f104";
}
.fa-angle-right:before {
content: "\f105";
}
.fa-angle-up:before {
content: "\f106";
}
.fa-angle-down:before {
content: "\f107";
}
.fa-desktop:before {
content: "\f108";
}
.fa-laptop:before {
content: "\f109";
}
.fa-tablet:before {
content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
content: "\f10b";
}
.fa-circle-o:before {
content: "\f10c";
}
.fa-quote-left:before {
content: "\f10d";
}
.fa-quote-right:before {
content: "\f10e";
}
.fa-spinner:before {
content: "\f110";
}
.fa-circle:before {
content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
content: "\f112";
}
.fa-github-alt:before {
content: "\f113";
}
.fa-folder-o:before {
content: "\f114";
}
.fa-folder-open-o:before {
content: "\f115";
}
.fa-smile-o:before {
content: "\f118";
}
.fa-frown-o:before {
content: "\f119";
}
.fa-meh-o:before {
content: "\f11a";
}
.fa-gamepad:before {
content: "\f11b";
}
.fa-keyboard-o:before {
content: "\f11c";
}
.fa-flag-o:before {
content: "\f11d";
}
.fa-flag-checkered:before {
content: "\f11e";
}
.fa-terminal:before {
content: "\f120";
}
.fa-code:before {
content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
content: "\f123";
}
.fa-location-arrow:before {
content: "\f124";
}
.fa-crop:before {
content: "\f125";
}
.fa-code-fork:before {
content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
content: "\f127";
}
.fa-question:before {
content: "\f128";
}
.fa-info:before {
content: "\f129";
}
.fa-exclamation:before {
content: "\f12a";
}
.fa-superscript:before {
content: "\f12b";
}
.fa-subscript:before {
content: "\f12c";
}
.fa-eraser:before {
content: "\f12d";
}
.fa-puzzle-piece:before {
content: "\f12e";
}
.fa-microphone:before {
content: "\f130";
}
.fa-microphone-slash:before {
content: "\f131";
}
.fa-shield:before {
content: "\f132";
}
.fa-calendar-o:before {
content: "\f133";
}
.fa-fire-extinguisher:before {
content: "\f134";
}
.fa-rocket:before {
content: "\f135";
}
.fa-maxcdn:before {
content: "\f136";
}
.fa-chevron-circle-left:before {
content: "\f137";
}
.fa-chevron-circle-right:before {
content: "\f138";
}
.fa-chevron-circle-up:before {
content: "\f139";
}
.fa-chevron-circle-down:before {
content: "\f13a";
}
.fa-html5:before {
content: "\f13b";
}
.fa-css3:before {
content: "\f13c";
}
.fa-anchor:before {
content: "\f13d";
}
.fa-unlock-alt:before {
content: "\f13e";
}
.fa-bullseye:before {
content: "\f140";
}
.fa-ellipsis-h:before {
content: "\f141";
}
.fa-ellipsis-v:before {
content: "\f142";
}
.fa-rss-square:before {
content: "\f143";
}
.fa-play-circle:before {
content: "\f144";
}
.fa-ticket:before {
content: "\f145";
}
.fa-minus-square:before {
content: "\f146";
}
.fa-minus-square-o:before {
content: "\f147";
}
.fa-level-up:before {
content: "\f148";
}
.fa-level-down:before {
content: "\f149";
}
.fa-check-square:before {
content: "\f14a";
}
.fa-pencil-square:before {
content: "\f14b";
}
.fa-external-link-square:before {
content: "\f14c";
}
.fa-share-square:before {
content: "\f14d";
}
.fa-compass:before {
content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
content: "\f153";
}
.fa-gbp:before {
content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
content: "\f158";
}
.fa-won:before,
.fa-krw:before {
content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
content: "\f15a";
}
.fa-file:before {
content: "\f15b";
}
.fa-file-text:before {
content: "\f15c";
}
.fa-sort-alpha-asc:before {
content: "\f15d";
}
.fa-sort-alpha-desc:before {
content: "\f15e";
}
.fa-sort-amount-asc:before {
content: "\f160";
}
.fa-sort-amount-desc:before {
content: "\f161";
}
.fa-sort-numeric-asc:before {
content: "\f162";
}
.fa-sort-numeric-desc:before {
content: "\f163";
}
.fa-thumbs-up:before {
content: "\f164";
}
.fa-thumbs-down:before {
content: "\f165";
}
.fa-youtube-square:before {
content: "\f166";
}
.fa-youtube:before {
content: "\f167";
}
.fa-xing:before {
content: "\f168";
}
.fa-xing-square:before {
content: "\f169";
}
.fa-youtube-play:before {
content: "\f16a";
}
.fa-dropbox:before {
content: "\f16b";
}
.fa-stack-overflow:before {
content: "\f16c";
}
.fa-instagram:before {
content: "\f16d";
}
.fa-flickr:before {
content: "\f16e";
}
.fa-adn:before {
content: "\f170";
}
.fa-bitbucket:before {
content: "\f171";
}
.fa-bitbucket-square:before {
content: "\f172";
}
.fa-tumblr:before {
content: "\f173";
}
.fa-tumblr-square:before {
content: "\f174";
}
.fa-long-arrow-down:before {
content: "\f175";
}
.fa-long-arrow-up:before {
content: "\f176";
}
.fa-long-arrow-left:before {
content: "\f177";
}
.fa-long-arrow-right:before {
content: "\f178";
}
.fa-apple:before {
content: "\f179";
}
.fa-windows:before {
content: "\f17a";
}
.fa-android:before {
content: "\f17b";
}
.fa-linux:before {
content: "\f17c";
}
.fa-dribbble:before {
content: "\f17d";
}
.fa-skype:before {
content: "\f17e";
}
.fa-foursquare:before {
content: "\f180";
}
.fa-trello:before {
content: "\f181";
}
.fa-female:before {
content: "\f182";
}
.fa-male:before {
content: "\f183";
}
.fa-gittip:before {
content: "\f184";
}
.fa-sun-o:before {
content: "\f185";
}
.fa-moon-o:before {
content: "\f186";
}
.fa-archive:before {
content: "\f187";
}
.fa-bug:before {
content: "\f188";
}
.fa-vk:before {
content: "\f189";
}
.fa-weibo:before {
content: "\f18a";
}
.fa-renren:before {
content: "\f18b";
}
.fa-pagelines:before {
content: "\f18c";
}
.fa-stack-exchange:before {
content: "\f18d";
}
.fa-arrow-circle-o-right:before {
content: "\f18e";
}
.fa-arrow-circle-o-left:before {
content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
content: "\f191";
}
.fa-dot-circle-o:before {
content: "\f192";
}
.fa-wheelchair:before {
content: "\f193";
}
.fa-vimeo-square:before {
content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
content: "\f195";
}
.fa-plus-square-o:before {
content: "\f196";
}
.fa-space-shuttle:before {
content: "\f197";
}
.fa-slack:before {
content: "\f198";
}
.fa-envelope-square:before {
content: "\f199";
}
.fa-wordpress:before {
content: "\f19a";
}
.fa-openid:before {
content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
content: "\f19d";
}
.fa-yahoo:before {
content: "\f19e";
}
.fa-google:before {
content: "\f1a0";
}
.fa-reddit:before {
content: "\f1a1";
}
.fa-reddit-square:before {
content: "\f1a2";
}
.fa-stumbleupon-circle:before {
content: "\f1a3";
}
.fa-stumbleupon:before {
content: "\f1a4";
}
.fa-delicious:before {
content: "\f1a5";
}
.fa-digg:before {
content: "\f1a6";
}
.fa-pied-piper:before {
content: "\f1a7";
}
.fa-pied-piper-alt:before {
content: "\f1a8";
}
.fa-drupal:before {
content: "\f1a9";
}
.fa-joomla:before {
content: "\f1aa";
}
.fa-language:before {
content: "\f1ab";
}
.fa-fax:before {
content: "\f1ac";
}
.fa-building:before {
content: "\f1ad";
}
.fa-child:before {
content: "\f1ae";
}
.fa-paw:before {
content: "\f1b0";
}
.fa-spoon:before {
content: "\f1b1";
}
.fa-cube:before {
content: "\f1b2";
}
.fa-cubes:before {
content: "\f1b3";
}
.fa-behance:before {
content: "\f1b4";
}
.fa-behance-square:before {
content: "\f1b5";
}
.fa-steam:before {
content: "\f1b6";
}
.fa-steam-square:before {
content: "\f1b7";
}
.fa-recycle:before {
content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
content: "\f1ba";
}
.fa-tree:before {
content: "\f1bb";
}
.fa-spotify:before {
content: "\f1bc";
}
.fa-deviantart:before {
content: "\f1bd";
}
.fa-soundcloud:before {
content: "\f1be";
}
.fa-database:before {
content: "\f1c0";
}
.fa-file-pdf-o:before {
content: "\f1c1";
}
.fa-file-word-o:before {
content: "\f1c2";
}
.fa-file-excel-o:before {
content: "\f1c3";
}
.fa-file-powerpoint-o:before {
content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
content: "\f1c8";
}
.fa-file-code-o:before {
content: "\f1c9";
}
.fa-vine:before {
content: "\f1ca";
}
.fa-codepen:before {
content: "\f1cb";
}
.fa-jsfiddle:before {
content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
content: "\f1cd";
}
.fa-circle-o-notch:before {
content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
content: "\f1d1";
}
.fa-git-square:before {
content: "\f1d2";
}
.fa-git:before {
content: "\f1d3";
}
.fa-hacker-news:before {
content: "\f1d4";
}
.fa-tencent-weibo:before {
content: "\f1d5";
}
.fa-qq:before {
content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
content: "\f1d9";
}
.fa-history:before {
content: "\f1da";
}
.fa-circle-thin:before {
content: "\f1db";
}
.fa-header:before {
content: "\f1dc";
}
.fa-paragraph:before {
content: "\f1dd";
}
.fa-sliders:before {
content: "\f1de";
}
.fa-share-alt:before {
content: "\f1e0";
}
.fa-share-alt-square:before {
content: "\f1e1";
}
.fa-bomb:before {
content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
content: "\f1e3";
}
.fa-tty:before {
content: "\f1e4";
}
.fa-binoculars:before {
content: "\f1e5";
}
.fa-plug:before {
content: "\f1e6";
}
.fa-slideshare:before {
content: "\f1e7";
}
.fa-twitch:before {
content: "\f1e8";
}
.fa-yelp:before {
content: "\f1e9";
}
.fa-newspaper-o:before {
content: "\f1ea";
}
.fa-wifi:before {
content: "\f1eb";
}
.fa-calculator:before {
content: "\f1ec";
}
.fa-paypal:before {
content: "\f1ed";
}
.fa-google-wallet:before {
content: "\f1ee";
}
.fa-cc-visa:before {
content: "\f1f0";
}
.fa-cc-mastercard:before {
content: "\f1f1";
}
.fa-cc-discover:before {
content: "\f1f2";
}
.fa-cc-amex:before {
content: "\f1f3";
}
.fa-cc-paypal:before {
content: "\f1f4";
}
.fa-cc-stripe:before {
content: "\f1f5";
}
.fa-bell-slash:before {
content: "\f1f6";
}
.fa-bell-slash-o:before {
content: "\f1f7";
}
.fa-trash:before {
content: "\f1f8";
}
.fa-copyright:before {
content: "\f1f9";
}
.fa-at:before {
content: "\f1fa";
}
.fa-eyedropper:before {
content: "\f1fb";
}
.fa-paint-brush:before {
content: "\f1fc";
}
.fa-birthday-cake:before {
content: "\f1fd";
}
.fa-area-chart:before {
content: "\f1fe";
}
.fa-pie-chart:before {
content: "\f200";
}
.fa-line-chart:before {
content: "\f201";
}
.fa-lastfm:before {
content: "\f202";
}
.fa-lastfm-square:before {
content: "\f203";
}
.fa-toggle-off:before {
content: "\f204";
}
.fa-toggle-on:before {
content: "\f205";
}
.fa-bicycle:before {
content: "\f206";
}
.fa-bus:before {
content: "\f207";
}
.fa-ioxhost:before {
content: "\f208";
}
.fa-angellist:before {
content: "\f209";
}
.fa-cc:before {
content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
content: "\f20b";
}
.fa-meanpath:before {
content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
-webkit-transform: translate(0, 0);
-ms-transform: translate(0, 0);
-o-transform: translate(0, 0);
transform: translate(0, 0);
}
code {
color: #000;
}
pre {
font-size: inherit;
line-height: inherit;
}
label {
font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
}
.corner-all {
border-radius: 2px;
}
.no-padding {
padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer. It allows the usage of flexible box
model layouts accross multiple browsers, including older browsers. The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below). Browsers that are known to implement this
new spec completely include:
Firefox 28.0+
Chrome 29.0+
Internet Explorer 11+
Opera 17.0+
Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: horizontal;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: horizontal;
-moz-box-align: stretch;
display: box;
box-orient: horizontal;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: row;
align-items: stretch;
}
.hbox > * {
/* Old browsers */
-webkit-box-flex: 0;
-moz-box-flex: 0;
box-flex: 0;
/* Modern browsers */
flex: none;
}
.vbox {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
}
.vbox > * {
/* Old browsers */
-webkit-box-flex: 0;
-moz-box-flex: 0;
box-flex: 0;
/* Modern browsers */
flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
/* Old browsers */
-webkit-box-direction: reverse;
-moz-box-direction: reverse;
box-direction: reverse;
/* Modern browsers */
flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
/* Old browsers */
-webkit-box-flex: 0;
-moz-box-flex: 0;
box-flex: 0;
/* Modern browsers */
flex: none;
width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
/* Old browsers */
-webkit-box-flex: 1;
-moz-box-flex: 1;
box-flex: 1;
/* Modern browsers */
flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
/* Old browsers */
/* Old browsers */
-webkit-box-flex: 1;
-moz-box-flex: 1;
box-flex: 1;
/* Modern browsers */
flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
/* Old browsers */
-webkit-box-flex: 2;
-moz-box-flex: 2;
box-flex: 2;
/* Modern browsers */
flex: 2;
}
.box-group1 {
/* Deprecated */
-webkit-box-flex-group: 1;
-moz-box-flex-group: 1;
box-flex-group: 1;
}
.box-group2 {
/* Deprecated */
-webkit-box-flex-group: 2;
-moz-box-flex-group: 2;
box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
/* Old browsers */
-webkit-box-pack: start;
-moz-box-pack: start;
box-pack: start;
/* Modern browsers */
justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
/* Old browsers */
-webkit-box-pack: end;
-moz-box-pack: end;
box-pack: end;
/* Modern browsers */
justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
/* Old browsers */
-webkit-box-pack: center;
-moz-box-pack: center;
box-pack: center;
/* Modern browsers */
justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
/* Old browsers */
-webkit-box-pack: baseline;
-moz-box-pack: baseline;
box-pack: baseline;
/* Modern browsers */
justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
/* Old browsers */
-webkit-box-pack: stretch;
-moz-box-pack: stretch;
box-pack: stretch;
/* Modern browsers */
justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
/* Old browsers */
-webkit-box-align: start;
-moz-box-align: start;
box-align: start;
/* Modern browsers */
align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
/* Old browsers */
-webkit-box-align: end;
-moz-box-align: end;
box-align: end;
/* Modern browsers */
align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
/* Old browsers */
-webkit-box-align: center;
-moz-box-align: center;
box-align: center;
/* Modern browsers */
align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
/* Old browsers */
-webkit-box-align: baseline;
-moz-box-align: baseline;
box-align: baseline;
/* Modern browsers */
align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
/* Old browsers */
-webkit-box-align: stretch;
-moz-box-align: stretch;
box-align: stretch;
/* Modern browsers */
align-items: stretch;
}
div.error {
margin: 2em;
text-align: center;
}
div.error > h1 {
font-size: 500%;
line-height: normal;
}
div.error > p {
font-size: 200%;
line-height: normal;
}
div.traceback-wrapper {
text-align: left;
max-width: 800px;
margin: auto;
}
/**
* Primary styles
*
* Author: Jupyter Development Team
*/
body {
background-color: #fff;
/* This makes sure that the body covers the entire window and needs to
be in a different element than the display: box in wrapper below */
position: absolute;
left: 0px;
right: 0px;
top: 0px;
bottom: 0px;
overflow: visible;
}
body > #header {
/* Initially hidden to prevent FLOUC */
display: none;
background-color: #fff;
/* Display over codemirror */
position: relative;
z-index: 100;
}
body > #header #header-container {
padding-bottom: 5px;
padding-top: 5px;
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
}
body > #header .header-bar {
width: 100%;
height: 1px;
background: #e7e7e7;
margin-bottom: -1px;
}
@media print {
body > #header {
display: none !important;
}
}
#header-spacer {
width: 100%;
visibility: hidden;
}
@media print {
#header-spacer {
display: none;
}
}
#ipython_notebook {
padding-left: 0px;
padding-top: 1px;
padding-bottom: 1px;
}
@media (max-width: 991px) {
#ipython_notebook {
margin-left: 10px;
}
}
[dir="rtl"] #ipython_notebook {
float: right !important;
}
#noscript {
width: auto;
padding-top: 16px;
padding-bottom: 16px;
text-align: center;
font-size: 22px;
color: red;
font-weight: bold;
}
#ipython_notebook img {
height: 28px;
}
#site {
width: 100%;
display: none;
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
overflow: auto;
}
@media print {
#site {
height: auto !important;
}
}
/* Smaller buttons */
.ui-button .ui-button-text {
padding: 0.2em 0.8em;
font-size: 77%;
}
input.ui-button {
padding: 0.3em 0.9em;
}
span#login_widget {
float: right;
}
span#login_widget > .button,
#logout {
color: #333;
background-color: #fff;
border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
color: #333;
background-color: #e6e6e6;
border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
color: #333;
background-color: #e6e6e6;
border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
color: #333;
background-color: #e6e6e6;
border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
color: #333;
background-color: #d4d4d4;
border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
background-color: #fff;
border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
color: #fff;
background-color: #333;
}
.nav-header {
text-transform: none;
}
#header > span {
margin-top: 10px;
}
.modal_stretch .modal-dialog {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
max-height: calc(100vh - 200px);
overflow: auto;
flex: 1;
}
@media (min-width: 768px) {
.modal .modal-dialog {
width: 700px;
}
}
@media (min-width: 768px) {
select.form-control {
margin-left: 12px;
margin-right: 12px;
}
}
/*!
*
* IPython auth
*
*/
.center-nav {
display: inline-block;
margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
background-color: none;
display: inline;
}
.alternate_upload.form {
padding: 0;
margin: 0;
}
.alternate_upload input.fileinput {
text-align: center;
vertical-align: middle;
display: inline;
opacity: 0;
z-index: 2;
width: 12ex;
margin-right: -12ex;
}
.alternate_upload .btn-upload {
height: 22px;
}
/**
* Primary styles
*
* Author: Jupyter Development Team
*/
[dir="rtl"] #tabs li {
float: right;
}
ul#tabs {
margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
margin-right: 0px;
}
ul#tabs a {
padding-top: 6px;
padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
text-decoration: none;
}
ul.breadcrumb i.icon-home {
font-size: 16px;
margin-right: 4px;
}
ul.breadcrumb span {
color: #5e5e5e;
}
.list_toolbar {
padding: 4px 0 4px 0;
vertical-align: middle;
}
.list_toolbar .tree-buttons {
padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons {
float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
padding-top: 1px;
float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
float: right !important;
}
.dynamic-buttons {
padding-top: 3px;
display: inline-block;
}
.list_toolbar [class*="span"] {
min-height: 24px;
}
.list_header {
font-weight: bold;
background-color: #EEE;
}
.list_placeholder {
font-weight: bold;
padding-top: 4px;
padding-bottom: 4px;
padding-left: 7px;
padding-right: 7px;
}
.list_container {
margin-top: 4px;
margin-bottom: 20px;
border: 1px solid #ddd;
border-radius: 2px;
}
.list_container > div {
border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
background-color: red;
}
.list_container > div:last-child {
border: none;
}
.list_item:hover .list_item {
background-color: #ddd;
}
.list_item a {
text-decoration: none;
}
.list_item:hover {
background-color: #fafafa;
}
.list_header > div,
.list_item > div {
padding-top: 4px;
padding-bottom: 4px;
padding-left: 7px;
padding-right: 7px;
line-height: 22px;
}
.list_header > div input,
.list_item > div input {
margin-right: 7px;
margin-left: 14px;
vertical-align: baseline;
line-height: 22px;
position: relative;
top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
margin-left: -1px;
vertical-align: baseline;
line-height: 22px;
}
.new-file input[type=checkbox] {
visibility: hidden;
}
.item_name {
line-height: 22px;
height: 24px;
}
.item_icon {
font-size: 14px;
color: #5e5e5e;
margin-right: 7px;
margin-left: 7px;
line-height: 22px;
vertical-align: baseline;
}
.item_buttons {
line-height: 1em;
margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
margin-left: 5px;
}
.item_buttons .btn {
min-width: 13ex;
}
.item_buttons .running-indicator {
padding-top: 4px;
color: #5cb85c;
}
.item_buttons .kernel-name {
padding-top: 4px;
color: #5bc0de;
margin-right: 7px;
float: left;
}
.toolbar_info {
height: 24px;
line-height: 24px;
}
.list_item input:not([type=checkbox]) {
padding-top: 3px;
padding-bottom: 3px;
height: 22px;
line-height: 14px;
margin: 0px;
}
.highlight_text {
color: blue;
}
#project_name {
display: inline-block;
padding-left: 7px;
margin-left: -2px;
}
#project_name > .breadcrumb {
padding: 0px;
margin-bottom: 0px;
background-color: transparent;
font-weight: bold;
}
#tree-selector {
padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
float: right;
}
#button-select-all {
min-width: 50px;
}
#select-all {
margin-left: 7px;
margin-right: 2px;
}
.menu_icon {
margin-right: 2px;
}
.tab-content .row {
margin-left: 0px;
margin-right: 0px;
}
.folder_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f114";
}
.folder_icon:before.pull-left {
margin-right: .3em;
}
.folder_icon:before.pull-right {
margin-left: .3em;
}
.notebook_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f02d";
position: relative;
top: -1px;
}
.notebook_icon:before.pull-left {
margin-right: .3em;
}
.notebook_icon:before.pull-right {
margin-left: .3em;
}
.running_notebook_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f02d";
position: relative;
top: -1px;
color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
margin-left: .3em;
}
.file_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f016";
position: relative;
top: -2px;
}
.file_icon:before.pull-left {
margin-right: .3em;
}
.file_icon:before.pull-right {
margin-left: .3em;
}
#notebook_toolbar .pull-right {
padding-top: 0px;
margin-right: -1px;
}
ul#new-menu {
left: auto;
right: 0;
}
[dir="rtl"] #new-menu {
text-align: right;
}
.kernel-menu-icon {
padding-right: 12px;
width: 24px;
content: "\f096";
}
.kernel-menu-icon:before {
content: "\f096";
}
.kernel-menu-icon-current:before {
content: "\f00c";
}
#tab_content {
padding-top: 20px;
}
#running .panel-group .panel {
margin-top: 3px;
margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
background-color: #EEE;
padding-top: 4px;
padding-bottom: 4px;
padding-left: 7px;
padding-right: 7px;
line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
text-decoration: none;
}
#running .panel-group .panel .panel-body {
padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
margin-top: 0px;
margin-bottom: 0px;
border: 0px;
border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
border-bottom: 0px;
}
[dir="rtl"] #running .col-sm-8 {
float: right !important;
}
.delete-button {
display: none;
}
.duplicate-button {
display: none;
}
.rename-button {
display: none;
}
.shutdown-button {
display: none;
}
.dynamic-instructions {
display: inline-block;
padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
padding: 0px 5px;
}
.selected-keymap i.fa:before {
content: "\f00c";
}
#mode-menu {
overflow: auto;
max-height: 20em;
}
.edit_app #header {
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
/* Use a negative 1 bottom margin, so the border overlaps the border of the
header */
margin-bottom: -1px;
}
.dirty-indicator {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
width: 20px;
}
.dirty-indicator.pull-left {
margin-right: .3em;
}
.dirty-indicator.pull-right {
margin-left: .3em;
}
.dirty-indicator-dirty {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
width: 20px;
}
.dirty-indicator-dirty.pull-left {
margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
margin-left: .3em;
}
.dirty-indicator-clean {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
width: 20px;
}
.dirty-indicator-clean.pull-left {
margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
margin-left: .3em;
}
.dirty-indicator-clean:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
margin-left: .3em;
}
#filename {
font-size: 16pt;
display: table;
padding: 0px 5px;
}
#current-mode {
padding-left: 5px;
padding-right: 5px;
}
#texteditor-backdrop {
padding-top: 20px;
padding-bottom: 20px;
}
@media not print {
#texteditor-backdrop {
background-color: #EEE;
}
}
@media print {
#texteditor-backdrop #texteditor-container .CodeMirror-gutter,
#texteditor-backdrop #texteditor-container .CodeMirror-gutters {
background-color: #fff;
}
}
@media not print {
#texteditor-backdrop #texteditor-container .CodeMirror-gutter,
#texteditor-backdrop #texteditor-container .CodeMirror-gutters {
background-color: #fff;
}
}
@media not print {
#texteditor-backdrop #texteditor-container {
padding: 0px;
background-color: #fff;
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
color: black;
}
.ansired {
color: darkred;
}
.ansigreen {
color: darkgreen;
}
.ansiyellow {
color: #c4a000;
}
.ansiblue {
color: darkblue;
}
.ansipurple {
color: darkviolet;
}
.ansicyan {
color: steelblue;
}
.ansigray {
color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
background-color: black;
}
.ansibgred {
background-color: red;
}
.ansibggreen {
background-color: green;
}
.ansibgyellow {
background-color: yellow;
}
.ansibgblue {
background-color: blue;
}
.ansibgpurple {
background-color: magenta;
}
.ansibgcyan {
background-color: cyan;
}
.ansibggray {
background-color: gray;
}
div.cell {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
border-radius: 2px;
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
border-width: 1px;
border-style: solid;
border-color: transparent;
width: 100%;
padding: 5px;
/* This acts as a spacer between cells, that is outside the border */
margin: 0px;
outline: none;
border-left-width: 1px;
padding-left: 5px;
background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
border-left-color: #90CAF9;
border-left-color: #E3F2FD;
border-left-width: 1px;
padding-left: 5px;
border-right-color: #E3F2FD;
border-right-width: 1px;
background: #E3F2FD;
}
@media print {
div.cell.jupyter-soft-selected {
border-color: transparent;
}
}
div.cell.selected {
border-color: #ababab;
border-left-width: 0px;
padding-left: 6px;
background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
div.cell.selected {
border-color: transparent;
}
}
div.cell.selected.jupyter-soft-selected {
border-left-width: 0;
padding-left: 6px;
background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
border-color: #66BB6A;
border-left-width: 0px;
padding-left: 6px;
background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
.edit_mode div.cell.selected {
border-color: transparent;
}
}
.prompt {
/* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
min-width: 14ex;
/* This padding is tuned to match the padding on the CodeMirror editor. */
padding: 0.4em;
margin: 0px;
font-family: monospace;
text-align: right;
/* This has to match that of the the CodeMirror class line-height below */
line-height: 1.21429em;
/* Don't highlight prompt number selection */
-webkit-touch-callout: none;
-webkit-user-select: none;
-khtml-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
/* Use default cursor */
cursor: default;
}
@media (max-width: 540px) {
.prompt {
text-align: left;
}
}
div.inner_cell {
min-width: 0;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
/* Old browsers */
-webkit-box-flex: 1;
-moz-box-flex: 1;
box-flex: 1;
/* Modern browsers */
flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
border: 1px solid #cfcfcf;
border-radius: 2px;
background: #f7f7f7;
line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
is no content in the output_subarea and the prompt. The main purpose of this is
to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
padding-top: 0;
padding-bottom: 0;
}
div.unrecognized_cell {
padding: 5px 5px 5px 0px;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: horizontal;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: horizontal;
-moz-box-align: stretch;
display: box;
box-orient: horizontal;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: row;
align-items: stretch;
}
div.unrecognized_cell .inner_cell {
border-radius: 2px;
padding: 5px;
font-weight: bold;
color: red;
border: 1px solid #cfcfcf;
background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
color: inherit;
text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
color: inherit;
text-decoration: none;
}
@media (max-width: 540px) {
div.unrecognized_cell > div.prompt {
display: none;
}
}
div.code_cell {
/* avoid page breaking on code cells when printing */
}
@media print {
div.code_cell {
page-break-inside: avoid;
}
}
/* any special styling for code cells that are currently running goes here */
div.input {
page-break-inside: avoid;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: horizontal;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: horizontal;
-moz-box-align: stretch;
display: box;
box-orient: horizontal;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: row;
align-items: stretch;
}
@media (max-width: 540px) {
div.input {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
}
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
color: #303F9F;
border-top: 1px solid transparent;
}
div.input_area > div.highlight {
margin: 0.4em;
border: none;
padding: 0px;
background-color: transparent;
}
div.input_area > div.highlight > pre {
margin: 0px;
border: none;
padding: 0px;
background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
* monospace font with inconsistent normal/bold/italic height. See
* notebookmain.js. Such fonts will have keywords vertically offset with
* respect to the rest of the text. The user should select a better font.
* See: https://github.com/ipython/ipython/issues/1503
*
* .CodeMirror span {
* vertical-align: bottom;
* }
*/
.CodeMirror {
line-height: 1.21429em;
/* Changed from 1em to our global default */
font-size: 14px;
height: auto;
/* Changed to auto to autogrow */
background: none;
/* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
/* The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
/* We have found that if it is visible, vertical scrollbars appear with font size changes.*/
overflow-y: hidden;
overflow-x: auto;
}
.CodeMirror-lines {
/* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
/* we have set a different line-height and want this to scale with that. */
padding: 0.4em;
}
.CodeMirror-linenumber {
padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
border-bottom-left-radius: 2px;
border-top-left-radius: 2px;
}
.CodeMirror pre {
/* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
/* .CodeMirror-lines */
padding: 0;
border: 0;
border-radius: 0;
}
/*
Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme
*/
.highlight-base {
color: #000;
}
.highlight-variable {
color: #000;
}
.highlight-variable-2 {
color: #1a1a1a;
}
.highlight-variable-3 {
color: #333333;
}
.highlight-string {
color: #BA2121;
}
.highlight-comment {
color: #408080;
font-style: italic;
}
.highlight-number {
color: #080;
}
.highlight-atom {
color: #88F;
}
.highlight-keyword {
color: #008000;
font-weight: bold;
}
.highlight-builtin {
color: #008000;
}
.highlight-error {
color: #f00;
}
.highlight-operator {
color: #AA22FF;
font-weight: bold;
}
.highlight-meta {
color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
color: #00f;
}
.highlight-string-2 {
color: #f50;
}
.highlight-qualifier {
color: #555;
}
.highlight-bracket {
color: #997;
}
.highlight-tag {
color: #170;
}
.highlight-attribute {
color: #00c;
}
.highlight-header {
color: blue;
}
.highlight-quote {
color: #090;
}
.highlight-link {
color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
color: #008000;
font-weight: bold;
}
.cm-s-ipython span.cm-atom {
color: #88F;
}
.cm-s-ipython span.cm-number {
color: #080;
}
.cm-s-ipython span.cm-def {
color: #00f;
}
.cm-s-ipython span.cm-variable {
color: #000;
}
.cm-s-ipython span.cm-operator {
color: #AA22FF;
font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
color: #333333;
}
.cm-s-ipython span.cm-comment {
color: #408080;
font-style: italic;
}
.cm-s-ipython span.cm-string {
color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
color: #f50;
}
.cm-s-ipython span.cm-meta {
color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
color: #555;
}
.cm-s-ipython span.cm-builtin {
color: #008000;
}
.cm-s-ipython span.cm-bracket {
color: #997;
}
.cm-s-ipython span.cm-tag {
color: #170;
}
.cm-s-ipython span.cm-attribute {
color: #00c;
}
.cm-s-ipython span.cm-header {
color: blue;
}
.cm-s-ipython span.cm-quote {
color: #090;
}
.cm-s-ipython span.cm-link {
color: #00c;
}
.cm-s-ipython span.cm-error {
color: #f00;
}
.cm-s-ipython span.cm-tab {
background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
background-position: right;
background-repeat: no-repeat;
}
div.output_wrapper {
/* this position must be relative to enable descendents to be absolute within it */
position: relative;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
/* ideally, this would be max-height, but FF barfs all over that */
height: 24em;
/* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
width: 100%;
overflow: auto;
border-radius: 2px;
-webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
margin: 0px;
padding: 0px;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
}
div.out_prompt_overlay {
height: 100%;
padding: 0px 0.4em;
position: absolute;
border-radius: 2px;
}
div.out_prompt_overlay:hover {
/* use inner shadow to get border that is computed the same on WebKit/FF */
-webkit-box-shadow: inset 0 0 1px #000;
box-shadow: inset 0 0 1px #000;
background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
padding: 0px;
page-break-inside: avoid;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: horizontal;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: horizontal;
-moz-box-align: stretch;
display: box;
box-orient: horizontal;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: row;
align-items: stretch;
}
div.output_area .MathJax_Display {
text-align: left !important;
}
div.output_area .rendered_html table {
margin-left: 0;
margin-right: 0;
}
div.output_area .rendered_html img {
margin-left: 0;
margin-right: 0;
}
div.output_area img,
div.output_area svg {
max-width: 100%;
height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
max-width: none;
}
/* This is needed to protect the pre formating from global settings such
as that of bootstrap */
.output {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
}
@media (max-width: 540px) {
div.output_area {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: vertical;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: vertical;
-moz-box-align: stretch;
display: box;
box-orient: vertical;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: column;
align-items: stretch;
}
}
div.output_area pre {
margin: 0;
padding: 0;
border: 0;
vertical-align: baseline;
color: black;
background-color: transparent;
border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
the prompt div. */
div.output_subarea {
overflow-x: auto;
padding: 0.4em;
/* Old browsers */
-webkit-box-flex: 1;
-moz-box-flex: 1;
box-flex: 1;
/* Modern browsers */
flex: 1;
max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
output types */
/* all text output has this class: */
div.output_text {
text-align: left;
color: #000;
/* This has to match that of the the CodeMirror class line-height below */
line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
background: #fdd;
/* very light red background for stderr */
}
div.output_latex {
text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
padding: 0;
}
.js-error {
color: darkred;
}
/* raw_input styles */
div.raw_input_container {
line-height: 1.21429em;
padding-top: 5px;
}
pre.raw_input_prompt {
/* nothing needed here. */
}
input.raw_input {
font-family: monospace;
font-size: inherit;
color: inherit;
width: auto;
/* make sure input baseline aligns with prompt */
vertical-align: baseline;
/* padding + margin = 0.5em between prompt and cursor */
padding: 0em 0.25em;
margin: 0em 0.25em;
}
input.raw_input:focus {
box-shadow: none;
}
p.p-space {
margin-bottom: 10px;
}
div.output_unrecognized {
padding: 5px;
font-weight: bold;
color: red;
}
div.output_unrecognized a {
color: inherit;
text-decoration: none;
}
div.output_unrecognized a:hover {
color: inherit;
text-decoration: none;
}
.rendered_html {
color: #000;
/* any extras will just be numbers: */
}
.rendered_html em {
font-style: italic;
}
.rendered_html strong {
font-weight: bold;
}
.rendered_html u {
text-decoration: underline;
}
.rendered_html :link {
text-decoration: underline;
}
.rendered_html :visited {
text-decoration: underline;
}
.rendered_html h1 {
font-size: 185.7%;
margin: 1.08em 0 0 0;
font-weight: bold;
line-height: 1.0;
}
.rendered_html h2 {
font-size: 157.1%;
margin: 1.27em 0 0 0;
font-weight: bold;
line-height: 1.0;
}
.rendered_html h3 {
font-size: 128.6%;
margin: 1.55em 0 0 0;
font-weight: bold;
line-height: 1.0;
}
.rendered_html h4 {
font-size: 100%;
margin: 2em 0 0 0;
font-weight: bold;
line-height: 1.0;
}
.rendered_html h5 {
font-size: 100%;
margin: 2em 0 0 0;
font-weight: bold;
line-height: 1.0;
font-style: italic;
}
.rendered_html h6 {
font-size: 100%;
margin: 2em 0 0 0;
font-weight: bold;
line-height: 1.0;
font-style: italic;
}
.rendered_html h1:first-child {
margin-top: 0.538em;
}
.rendered_html h2:first-child {
margin-top: 0.636em;
}
.rendered_html h3:first-child {
margin-top: 0.777em;
}
.rendered_html h4:first-child {
margin-top: 1em;
}
.rendered_html h5:first-child {
margin-top: 1em;
}
.rendered_html h6:first-child {
margin-top: 1em;
}
.rendered_html ul {
list-style: disc;
margin: 0em 2em;
padding-left: 0px;
}
.rendered_html ul ul {
list-style: square;
margin: 0em 2em;
}
.rendered_html ul ul ul {
list-style: circle;
margin: 0em 2em;
}
.rendered_html ol {
list-style: decimal;
margin: 0em 2em;
padding-left: 0px;
}
.rendered_html ol ol {
list-style: upper-alpha;
margin: 0em 2em;
}
.rendered_html ol ol ol {
list-style: lower-alpha;
margin: 0em 2em;
}
.rendered_html ol ol ol ol {
list-style: lower-roman;
margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
list-style: decimal;
margin: 0em 2em;
}
.rendered_html * + ul {
margin-top: 1em;
}
.rendered_html * + ol {
margin-top: 1em;
}
.rendered_html hr {
color: black;
background-color: black;
}
.rendered_html pre {
margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
border: 0;
background-color: #fff;
color: #000;
font-size: 100%;
padding: 0px;
}
.rendered_html blockquote {
margin: 1em 2em;
}
.rendered_html table {
margin-left: auto;
margin-right: auto;
border: 1px solid black;
border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
border: 1px solid black;
border-collapse: collapse;
margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
text-align: left;
vertical-align: middle;
padding: 4px;
}
.rendered_html th {
font-weight: bold;
}
.rendered_html * + table {
margin-top: 1em;
}
.rendered_html p {
text-align: left;
}
.rendered_html * + p {
margin-top: 1em;
}
.rendered_html img {
display: block;
margin-left: auto;
margin-right: auto;
}
.rendered_html * + img {
margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
max-width: 100%;
height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
max-width: none;
}
div.text_cell {
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: horizontal;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: horizontal;
-moz-box-align: stretch;
display: box;
box-orient: horizontal;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: row;
align-items: stretch;
}
@media (max-width: 540px) {
div.text_cell > div.prompt {
display: none;
}
}
div.text_cell_render {
/*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
outline: none;
resize: none;
width: inherit;
border-style: none;
padding: 0.5em 0.5em 0.5em 0.4em;
color: #000;
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
}
a.anchor-link:link {
text-decoration: none;
padding: 0px 20px;
visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
visibility: visible;
}
.text_cell.rendered .input_area {
display: none;
}
.text_cell.rendered .rendered_html {
overflow-x: auto;
overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
font-weight: bold;
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
font-size: 185.7%;
}
.cm-header-2 {
font-size: 157.1%;
}
.cm-header-3 {
font-size: 128.6%;
}
.cm-header-4 {
font-size: 110%;
}
.cm-header-5 {
font-size: 100%;
font-style: italic;
}
.cm-header-6 {
font-size: 100%;
font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
.notebook_app {
padding-left: 0px;
padding-right: 0px;
}
}
#ipython-main-app {
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
height: 100%;
}
div#notebook_panel {
margin: 0px;
padding: 0px;
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
height: 100%;
}
div#notebook {
font-size: 14px;
line-height: 20px;
overflow-y: hidden;
overflow-x: auto;
width: 100%;
/* This spaces the page away from the edge of the notebook area */
padding-top: 20px;
margin: 0px;
outline: none;
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
min-height: 100%;
}
@media not print {
#notebook-container {
padding: 15px;
background-color: #fff;
min-height: 0;
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
}
@media print {
#notebook-container {
width: 100%;
}
}
div.ui-widget-content {
border: 1px solid #ababab;
outline: none;
}
pre.dialog {
background-color: #f7f7f7;
border: 1px solid #ddd;
border-radius: 2px;
padding: 0.4em;
padding-left: 2em;
}
p.dialog {
padding: 0.2em;
}
/* Word-wrap output correctly. This is the CSS3 spelling, though Firefox seems
to not honor it correctly. Webkit browsers (Chrome, rekonq, Safari) do.
*/
pre,
code,
kbd,
samp {
white-space: pre-wrap;
}
#fonttest {
font-family: monospace;
}
p {
margin-bottom: 0;
}
.end_space {
min-height: 100px;
transition: height .2s ease;
}
.notebook_app > #header {
-webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
.notebook_app {
background-color: #EEE;
}
}
kbd {
border-style: solid;
border-width: 1px;
box-shadow: none;
margin: 2px;
padding-left: 2px;
padding-right: 2px;
padding-top: 1px;
padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
border: thin solid #CFCFCF;
border-bottom: none;
background: #EEE;
border-radius: 2px 2px 0px 0px;
width: 100%;
height: 29px;
padding-right: 4px;
/* Old browsers */
display: -webkit-box;
-webkit-box-orient: horizontal;
-webkit-box-align: stretch;
display: -moz-box;
-moz-box-orient: horizontal;
-moz-box-align: stretch;
display: box;
box-orient: horizontal;
box-align: stretch;
/* Modern browsers */
display: flex;
flex-direction: row;
align-items: stretch;
/* Old browsers */
-webkit-box-pack: end;
-moz-box-pack: end;
box-pack: end;
/* Modern browsers */
justify-content: flex-end;
display: -webkit-flex;
}
@media print {
.celltoolbar {
display: none;
}
}
.ctb_hideshow {
display: none;
vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
border-top-right-radius: 0px;
border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
border: 1px solid #cfcfcf;
}
.celltoolbar {
font-size: 87%;
padding-top: 3px;
}
.celltoolbar select {
display: block;
width: 100%;
height: 32px;
padding: 6px 12px;
font-size: 13px;
line-height: 1.42857143;
color: #555555;
background-color: #fff;
background-image: none;
border: 1px solid #ccc;
border-radius: 2px;
-webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
-webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
-o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
height: 30px;
padding: 5px 10px;
font-size: 12px;
line-height: 1.5;
border-radius: 1px;
width: inherit;
font-size: inherit;
height: 22px;
padding: 0px;
display: inline-block;
}
.celltoolbar select:focus {
border-color: #66afe9;
outline: 0;
-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
color: #999;
opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
color: #999;
}
.celltoolbar select::-ms-expand {
border: 0;
background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
background-color: #eeeeee;
opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
cursor: not-allowed;
}
textarea.celltoolbar select {
height: auto;
}
select.celltoolbar select {
height: 30px;
line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
height: auto;
}
.celltoolbar label {
margin-left: 5px;
margin-right: 5px;
}
.completions {
position: absolute;
z-index: 110;
overflow: hidden;
border: 1px solid #ababab;
border-radius: 2px;
-webkit-box-shadow: 0px 6px 10px -1px #adadad;
box-shadow: 0px 6px 10px -1px #adadad;
line-height: 1;
}
.completions select {
background: white;
outline: none;
border: none;
padding: 0px;
margin: 0px;
overflow: auto;
font-family: monospace;
font-size: 110%;
color: #000;
width: auto;
}
.completions select option.context {
color: #286090;
}
#kernel_logo_widget {
float: right !important;
float: right;
}
#kernel_logo_widget .current_kernel_logo {
display: none;
margin-top: -1px;
margin-bottom: -1px;
width: 32px;
height: 32px;
}
#menubar {
box-sizing: border-box;
-moz-box-sizing: border-box;
-webkit-box-sizing: border-box;
margin-top: 1px;
}
#menubar .navbar {
border-top: 1px;
border-radius: 0px 0px 2px 2px;
margin-bottom: 0px;
}
#menubar .navbar-toggle {
float: left;
padding-top: 7px;
padding-bottom: 7px;
border: none;
}
#menubar .navbar-collapse {
clear: left;
}
.nav-wrapper {
border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
padding-top: 4px;
}
ul#help_menu li a {
overflow: hidden;
padding-right: 2.2em;
}
ul#help_menu li a i {
margin-right: -1.2em;
}
.dropdown-submenu {
position: relative;
}
.dropdown-submenu > .dropdown-menu {
top: 0;
left: 100%;
margin-top: -6px;
margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
display: block;
}
.dropdown-submenu > a:after {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
display: block;
content: "\f0da";
float: right;
color: #333333;
margin-top: 2px;
margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
color: #262626;
}
.dropdown-submenu.pull-left {
float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
left: -100%;
margin-left: 10px;
}
#notification_area {
float: right !important;
float: right;
z-index: 10;
}
.indicator_area {
float: right !important;
float: right;
color: #777;
margin-left: 5px;
margin-right: 5px;
width: 11px;
z-index: 10;
text-align: center;
width: auto;
}
#kernel_indicator {
float: right !important;
float: right;
color: #777;
margin-left: 5px;
margin-right: 5px;
width: 11px;
z-index: 10;
text-align: center;
width: auto;
border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
padding-left: 5px;
padding-right: 5px;
}
#modal_indicator {
float: right !important;
float: right;
color: #777;
margin-left: 5px;
margin-right: 5px;
width: 11px;
z-index: 10;
text-align: center;
width: auto;
}
#readonly-indicator {
float: right !important;
float: right;
color: #777;
margin-left: 5px;
margin-right: 5px;
width: 11px;
z-index: 10;
text-align: center;
width: auto;
margin-top: 2px;
margin-bottom: 0px;
margin-left: 0px;
margin-right: 0px;
display: none;
}
.modal_indicator:before {
width: 1.28571429em;
text-align: center;
}
.edit_mode .modal_indicator:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
margin-left: .3em;
}
.command_mode .modal_indicator:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
margin-left: .3em;
}
.kernel_idle_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
margin-left: .3em;
}
.kernel_busy_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f111";
}
.kernel_busy_icon:before.pull-left {
margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
margin-left: .3em;
}
.kernel_dead_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
margin-left: .3em;
}
.kernel_disconnected_icon:before {
display: inline-block;
font: normal normal normal 14px/1 FontAwesome;
font-size: inherit;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
margin-left: .3em;
}
.notification_widget {
color: #777;
z-index: 10;
background: rgba(240, 240, 240, 0.5);
margin-right: 4px;
color: #333;
background-color: #fff;
border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
color: #333;
background-color: #e6e6e6;
border-color: #8c8c8c;
}
.notification_widget:hover {
color: #333;
background-color: #e6e6e6;
border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
color: #333;
background-color: #e6e6e6;
border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
color: #333;
background-color: #d4d4d4;
border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
background-color: #fff;
border-color: #ccc;
}
.notification_widget .badge {
color: #fff;
background-color: #333;
}
.notification_widget.warning {
color: #fff;
background-color: #f0ad4e;
border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
color: #fff;
background-color: #ec971f;
border-color: #985f0d;
}
.notification_widget.warning:hover {
color: #fff;
background-color: #ec971f;
border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
color: #fff;
background-color: #ec971f;
border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
color: #fff;
background-color: #d58512;
border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
background-color: #f0ad4e;
border-color: #eea236;
}
.notification_widget.warning .badge {
color: #f0ad4e;
background-color: #fff;
}
.notification_widget.success {
color: #fff;
background-color: #5cb85c;
border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
color: #fff;
background-color: #449d44;
border-color: #255625;
}
.notification_widget.success:hover {
color: #fff;
background-color: #449d44;
border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
color: #fff;
background-color: #449d44;
border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
color: #fff;
background-color: #398439;
border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
background-color: #5cb85c;
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border-color: #269abc;
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/**
* Primary styles
*
* Author: Jupyter Development Team
*/
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
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**/
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animation: fadeIn 400ms;
vertical-align: middle;
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#find-and-replace #replace-preview .match,
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background: #EEE;
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.terminal-app #header {
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.terminal-app .terminal {
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float: left;
font-family: monospace;
color: white;
background: black;
padding: 0.4em;
border-radius: 2px;
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box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
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font-size: 14px;
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.terminal-app .terminal .xterm-rows {
padding: 10px;
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background: white;
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margin-top: 20px;
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
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div#notebook {
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border-top: none;
}@media print {
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div.output {
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page-break-inside: avoid;
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</style>
<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">
<!-- Loading mathjax macro -->
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<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS_HTML"></script>
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<body>
<div tabindex="-1" id="notebook" class="border-box-sizing">
<div class="container" id="notebook-container">
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>محمد نهاد محمد صديق الشوربجى 1401280
مصطفي علاء احمد 1201392</p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">cv2</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
</pre></div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[21]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">convertRGBAndShow</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
<span class="k">return</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_BGR2RGB</span><span class="p">)</span>
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<div class="prompt input_prompt">In&nbsp;[23]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">showImage</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">convertRGB</span><span class="p">(</span><span class="n">img</span><span class="p">))</span>
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<h2 id="Dilation">Dilation<a class="anchor-link" href="#Dilation">&#182;</a></h2>
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<h4 id="Circle-Square">Circle Square<a class="anchor-link" href="#Circle-Square">&#182;</a></h4>
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<div class="prompt input_prompt">In&nbsp;[24]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">squareCircle</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;Images/Square-circle.png&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">squareCircle</span><span class="p">)</span>
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spSoo3MVkv5zne+w+DgIA0NDadfHD1yvaGhAYCZM2eydetWTp06dcb3A2mmK9OBylISMVqJnq3UzLajowOAurrCx4wNDQ1RV1fHokWLaGw85wOr5CzaDS8PlaVk7pZbbik53tLSwowZM8Z9/Nq1a1m2bFnSsaYN7YaXh8pSKlbs8dUtW7ZELdfS0sLy5csnlKGurk7HYwVQWUoV6ezsnNQJrscff5wTJ04wc+ZMAJYuXcpdd92VdLxJ0254eVjhcy8yDqEP/5UcePrpp6mrqzt9zBUoeX1oaIgVK1Yk8pzDw8OsW7duSq9yEPa7+9LxFlJZilSIa665ZtT7du7cWXJ87ty5acWpJipLEZEIUWWptzuKiERQWYqIRFBZiohEUFmKiERQWYqIRFBZiohEUFmKiERQWYqIRFBZiohEUFmKiERQWYqIRFBZiohEUFmKiERQWYqIRFBZiohEGLcszWyemT1nZr1mdsjMPh/G7zOzATM7EH5WFz3mHjPrM7OXzSyZj4QWEclQzHfwvA18yd1fMrMaYL+ZPRPu+6a7/3Pxwma2EGgFrgb+FHjWzP7M3d9JMriISDmNO7N09yPu/lK4fgroBcb6Muc1wHZ3f8vdXwX6gOuTCCsikpUJHbM0syuAa4EXwtAdZtZlZg+b2ciXFzcCbxQ9rJ8S5Wpm681sn5ntm3BqEZEyiy5LM7sYeBz4grsPA5uBDwBLgCPA10cWLfHwc75jx93b3X1pzHdfiIhkLaoszewCCkX5PXf/IYC7H3P3d9z9j8BW3t3V7gfmFT18LnA4ucgiIuUXczbcgIeAXnf/RtH4nKLFbgYOhus7gFYzu8jM5gMLgBeTiywiUn4xZ8ObgE8B3WZ2IIx9GbjVzJZQ2MV+DfgcgLsfMrNOoIfCmfTbdSZcRKY7fW+4iFQ7fW+4iEhSVJYiIhFUliIiEVSWIiIRVJYiIhFUliIiEVSWIiIRVJYiIhFUliIiEVSWIiIRVJYiIhFUliIiEVSWIiIRVJYiIhFUliIiEVSWIiIRYj4pvRxOAP8bLivRTJRtMpRtcpRtciab7fKYhSrik9IBzGxfpX7To7JNjrJNjrJNTtrZtBsuIhJBZSkiEqGSyrI96wBjULbJUbbJUbbJSTVbxRyzFBGpZJU0sxQRqViZl6WZrTSzl82sz8w2VECe18ys28wOmNm+MDbDzJ4xs1fCZX2ZsjxsZsfN7GDRWMksVvCtsB27zOy6jPLdZ2YDYfsdMLPVRffdE/K9bGYrUsw1z8yeM7NeMztkZp8P45lvuzGyZb7dwnO918xeNLNfhnxfDePzzeyFsO06zOzCMH5RuN0X7r8ig2yPmNmrRdtuSRhP9vfq7pn9AOcB/wVcCVwI/BJYmHGm14CZZ409AGwI1zcA/1SmLB8CrgMOjpcFWA3sBAxYBryQUb77gL8rsezC8Pu9CJgffu/npZRrDnBduF4D/Do8f+bbboxsmW+38HwGXByuXwC8ELZJJ9AaxrcAfxOu/y2wJVxvBToyyPYI8IkSyyf6e816Znk90Ofuv3H3PwDbgTUZZyplDbAtXN8G3FSOJ3X3nwJvRmZZA3zXC/YCl5jZnAzyjWYNsN3d33L3V4E+Cr//NHIdcfeXwvVTQC/QSAVsuzGyjaZs2y1kcnf/n3DzgvDjQDPwgzB+9rYb2aY/AG40MytzttEk+nvNuiwbgTeKbvcz9h9OOTjwEzPbb2brw9il7n4ECn/swKzM0o2epZK25R1ht+fhokMWmeQLu4XXUpiFVNS2OysbVMh2M7PzzOwAcBx4hsJs9nfu/naJDKfzhfuHgPeXK5u7j2y7+8O2+6aZXXR2thK5Jyzrsiz1L1DWp+eb3P06YBVwu5l9KOM8sSplW24GPgAsAY4AXw/jZc9nZhcDjwNfcPfhsRYtMVbubBWz3dz9HXdfAsylMIu9aowMZc13djYzWwTcA/w58JfADODv08iWdVn2A/OKbs8FDmeUBQB3PxwujwNPUPhjOTYyfQ+Xx7NLOGqWitiW7n4s/EH/EdjKu7uMZc1nZhdQKKPvufsPw3BFbLtS2SpluxVz998B/0HheN8lZjbyWRLFGU7nC/fXEX9oJolsK8OhDXf3t4B/JaVtl3VZ/gJYEM60XUjhAPGOrMKY2fvMrGbkOvAx4GDItDYsthZ4MpuEMEaWHcCnwxnAZcDQyC5nOZ11TOhmCttvJF9rOHs6H1gAvJhSBgMeAnrd/RtFd2W+7UbLVgnbLeRoMLNLwvU/AZZTOK76HPCJsNjZ225km34C2OPh7EqZsv2q6B9Ao3AstXjbJfd7TevMVewPhTNWv6ZwXOTejLNcSeHM4y+BQyN5KByD2Q28Ei5nlCnP9ynskv0fhX8lPztaFgq7HA+G7dgNLM0o36Ph+bvCH+ucouXvDfleBlalmOuDFHa3uoAD4Wd1JWy7MbJlvt3Ccy0G/jPkOAj8Q9H/Gy9SOMH078BFYfy94XZfuP/KDLLtCdvuIPBvvHvGPNHfq97BIyISIevdcBGRaUFlKSISQWUpIhJBZSkiEkFlKSISQWUpIhJBZSkiEkFlKSIS4f8Bm7aOTuZkjV0AAAAASUVORK5CYII=
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">applyStructureToImage</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">sType</span><span class="p">):</span>
<span class="k">if</span> <span class="n">sType</span> <span class="o">==</span> <span class="s1">&#39;circle&#39;</span><span class="p">:</span>
<span class="n">circleStruct</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_ELLIPSE</span><span class="p">,</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">srcStructCircle</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">dilate</span><span class="p">(</span><span class="n">src</span><span class="p">,</span><span class="n">circleStruct</span> <span class="p">,</span><span class="n">iterations</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">srcStructCircle</span>
<span class="k">elif</span> <span class="n">sType</span> <span class="o">==</span> <span class="s1">&#39;square&#39;</span><span class="p">:</span>
<span class="n">squareStrcut</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_RECT</span><span class="p">,</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
<span class="n">srcStructSquare</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">dilate</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">squareStrcut</span><span class="p">,</span> <span class="n">iterations</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">srcStructSquare</span>
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<div class="prompt input_prompt">In&nbsp;[26]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Circle Structuring</span>
<span class="n">square_circle_1</span> <span class="o">=</span> <span class="n">applyStructureToImage</span><span class="p">(</span><span class="n">squareCircle</span><span class="p">,</span><span class="s1">&#39;circle&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">square_circle_1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Square Structuring</span>
<span class="n">square_circle_2</span> <span class="o">=</span> <span class="n">applyStructureToImage</span><span class="p">(</span><span class="n">circleSquare</span><span class="p">,</span> <span class="s1">&#39;square&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">square_circle_2</span><span class="p">)</span>
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<p>in square structuring:</p>
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<li>the shape is close to <strong>ellipse shape</strong>
in circle structuring:</li>
<li>the <strong>edges</strong> of the shape have a little bit of distortion on it but its close to the real one</li>
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<h4 id="Cameraman">Cameraman<a class="anchor-link" href="#Cameraman">&#182;</a></h4>
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<div class="prompt input_prompt">In&nbsp;[30]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">cameramanImg</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;Images/Cameraman.png&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">cameramanImg</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">applyPepperNoise</span><span class="p">(</span><span class="n">src</span><span class="p">):</span>
<span class="n">noiseStructuring</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_ELLIPSE</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">3</span><span class="p">))</span>
<span class="n">src_denoised</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">dilate</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">noiseStructuring</span><span class="p">,</span> <span class="n">iterations</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">src_denoised</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Pepper Noise</span>
<span class="n">cameraman_denoised</span> <span class="o">=</span> <span class="n">applyPepperNoise</span><span class="p">(</span><span class="n">cameramanImg</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">cameraman_denoised</span><span class="p">)</span>
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<p>dilation in pepper noise:</p>
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<li>it removes the pepper noise</li>
<li>it doesn't remove salt noise from image so we need another technique </li>
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<h4 id="Edge-Detection">Edge Detection<a class="anchor-link" href="#Edge-Detection">&#182;</a></h4>
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<div class="prompt input_prompt">In&nbsp;[43]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">applyEdgeDetection</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">kernel_shape</span> <span class="o">=</span> <span class="p">(</span><span class="mi">5</span><span class="p">,</span><span class="mi">5</span><span class="p">)):</span>
<span class="n">kernel</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="n">kernel_shape</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span>
<span class="n">src_edged</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">morphologyEx</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_GRADIENT</span><span class="p">,</span> <span class="n">kernel</span><span class="p">)</span>
<span class="k">return</span> <span class="n">src_edged</span>
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<div class="prompt input_prompt">In&nbsp;[42]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Edge Detection</span>
<span class="n">ladyImage</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;Images/lady.png&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">ladyImage</span><span class="p">)</span>
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<div class="prompt input_prompt">In&nbsp;[53]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">lady_edged</span> <span class="o">=</span> <span class="n">applyEdgeDetection</span><span class="p">(</span><span class="n">ladyImage</span><span class="p">,(</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">))</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">lady_edged</span><span class="p">)</span>
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<li>Helper Site I use : <a href="https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_morphological_ops/py_morphological_ops.html">https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_morphological_ops/py_morphological_ops.html</a></li>
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<h2 id="Erosion">Erosion<a class="anchor-link" href="#Erosion">&#182;</a></h2>
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<div class="prompt input_prompt">In&nbsp;[58]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">applyErodeStructureToImg</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">sType</span><span class="p">):</span>
<span class="k">if</span> <span class="n">sType</span> <span class="o">==</span> <span class="s1">&#39;circle&#39;</span><span class="p">:</span>
<span class="n">circleStruct</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_ELLIPSE</span><span class="p">,</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">srcStuctCircle</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">erode</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">circleStruct</span><span class="p">,</span> <span class="n">iterations</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">srcStuctCircle</span>
<span class="k">elif</span> <span class="n">sType</span> <span class="o">==</span> <span class="s1">&#39;square&#39;</span><span class="p">:</span>
<span class="n">squareStruct</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_RECT</span><span class="p">,</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">srcStructSquare</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">erode</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">squareStruct</span><span class="p">,</span> <span class="n">iterations</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">srcStructSquare</span>
</pre></div>
</div>
</div>
</div>
</div>
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<div class="input">
<div class="prompt input_prompt">In&nbsp;[60]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">square_circle_1</span> <span class="o">=</span> <span class="n">applyErodeStructureToImg</span><span class="p">(</span><span class="n">squareCircle</span><span class="p">,</span> <span class="s1">&#39;circle&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">square_circle_1</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area">
<div class="prompt"></div>
<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[62]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">square_circle_2</span> <span class="o">=</span> <span class="n">applyErodeStructureToImg</span><span class="p">(</span><span class="n">squareCircle</span><span class="p">,</span> <span class="s1">&#39;square&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">square_circle_2</span><span class="p">)</span>
</pre></div>
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<div class="output_area">
<div class="prompt"></div>
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<li>In (Square, Circle) Struct. =&gt; the circle is getting bigger</li>
<li>In Square Struct. =&gt; have a rect edge to the circle</li>
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<li>Circles</li>
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<div class="prompt input_prompt">In&nbsp;[64]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">circles</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;Images/Circle.png&#39;</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">circles</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">applyThresholdAndErosion</span><span class="p">(</span><span class="n">src</span><span class="p">):</span>
<span class="n">_</span><span class="p">,</span> <span class="n">thresh</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">threshold</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="mi">88</span><span class="p">,</span> <span class="mi">252</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">THRESH_BINARY_INV</span><span class="p">)</span>
<span class="n">circleStruct</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_ELLIPSE</span><span class="p">,</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">src_erode</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">erode</span><span class="p">(</span><span class="n">thresh</span><span class="p">,</span> <span class="n">circleStruct</span><span class="p">,</span> <span class="n">iterations</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">src_erode</span>
</pre></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Thresholding &amp; Erosion</span>
<span class="n">circle_erode</span> <span class="o">=</span> <span class="n">applyThresholdAndErosion</span><span class="p">(</span><span class="n">circles</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">circle_erode</span><span class="p">)</span>
</pre></div>
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sdK/1WdotIbtXVr0qHZ16p0TsHpQLBFXh7qm2xo+vYM3Sr1/GuHiC0zySVkqADL5eyYsVzns+165DBvttLlYW9jWR76Mtme5lByWThzDog6xlKP7dS5pXLuxjC/yq9BTSUsWKXru2HMv2/VeZtrQ25yf55c6zQGk+pp5hKYuZSji4Y19E3l+nhPH9o4Xjg3uU7rusZRC1vZ2K7Es7EMW9Uth7Jupa35kcs2dMh7etc1npoUJrcFumlDzaUuG+Varq0MdS967wyqrsotfHdLekTSGUmnJb0vDf9DSf8k6WT6u23hPXdLOivpCUm/2mUFqvICsb0mt88oLZhy1eU9eqp8tg/jqqZKbdaBD0TEVyS9Gjgh6Wh67Z6I+G+LI0u6AbgD+FngXwN/K+mnI+LFNgtehwOzuiqrt2NrBDno6ySLZfNuSodxrWppjSLiPHA+Pf6+pDPAzm3ecgB4ICJeAL4t6SxwI/D3LZR3VHJaRd9K7uWz9jU9GmHj54xNrb3nkq4H3gg8mga9V9Ljku6TdFUathN4euFta2wSspIOSTou6XjtUpuNSK5rQqtushn7nVIrh6akVwGfAt4fEd8D7gV+EtjLrCf6J/NRN3l7XDQg4nBE7Ktzk3Yz659vAPhylWoo6TJmgfnxiPg0QEQ8s/D6nwEPp6drwO6Ft+8CzrVSWttWrofX5FouqNfLy6G8Q9ms7hun3VSmz9JaShLwEeBMRHxoYfiOtL0T4NeAU+nxEeDPJX2I2Y6gPcBjrZZ6RJps16za4PtcuOuE0JBXvG9ytg2UGxBtbkcvdRo0VaXWNwHvBL4u6WQa9nvAOyTtZbbq/RTwWwARcVrSg8A3mO15f4/3nLevSb26OtUuxzJt9T1tfs5Uw2OqFHHR5sb+CyF1VogSQrNuo8vxDJ4SDlPpalloUt4hlk+H/EVO1Nm3Mqlzz0vX9pVsuuh15fh5XX3m4meX8ONs7Rh9aPpXdXu5NvYcfxxy+R4b1uhDcyy67ikN8d4++Ar9wxpjL9zdMAPyPDupaZnG1lhLsNU0H9OOs7JLPwE5N/ycyzakHH+A5nI43Kz0APXqeQaq/DoPWY6m4zax6vcMHehDf3+fmqyCl7j6PonQzPnXbKvzdEtbkLpUd1rkMu2WlSOXcjaR6xEYXZpEaOYq5zC37g11L6W2lHCoWRcmE5qlBdRQ5a1658Nc5Va2Lm+9O6TcpnOfJhOauSm1sVh9OQRnrmd/9fnZbZlUaOYSVLmUYxVDLdSl94CXKXmZaFvu83FSoWnV5LI3f2p8j54yTC40h16Ahv7+KrYqYwllL13b0zj3nT9Df88qJheaMFzjH0Po5FqHnBtZXb7eZd4mO1X7vs/zqvdaGVMYNDG1AFisby5Xl/eyODPJnuZcXw2xpAZfpawl1WcMqt6obGzzJdeQnnRoQvcL2tgWZBvOPDw3W6a8nPXHU5ruVoO9ILejai8r155JF7xsDcdTPll1G9J2n9OGPsOg7q1apxRSZnNLV88lXSHpMUlfk3Ra0gfT8NdJelTSk5I+KekVafjl6fnZ9Pr13VahfdutBrUx/irlyVFpZ7KYtaHKNs0XgFsi4heAvcCtkvYDfwzcExF7gGeBO9P4dwLPRsRPAfek8Yq1bDvSWBr1WOph1rWloRkzP0hPL0t/AdwC/GUafj9we3p8ID0nvf7v073Ti7cYoKVfoaatz861XFa+XOd/pb3nki5J9zy/ABwFvgU8FxHzjVprwM70eCfwNEB6/XngNW0W2tqT64K56nGtOcq1XHWNpR5NVZoKEfEisFfSlcBngDdsNlr6v1mv8qL7mks6BByqWE6j/Z0vbZ55kmO5piaHqylNQa3jNCPiOeALwH7gSknzubALOJcerwG7AdLrPwF8d5PPOhwR++rcpN3yXfBzLddUVL0KlI94aK7K3vNrUg8TSa8E3gKcAR4B3pZGOwg8lB4fSc9Jr38+Ii7qadrqmm5T7WqbbJPPbWtb8dTCe5UgLCE8c56PWpZnkn6e2Y6dS5iF7IMR8V8kvR54ALga+CrwmxHxgqQrgP8NvJFZD/OOiPjHJd/hUG0ox1WzKg2zq3LlEgq5nwu+Svn6mLY9L68n6qzxLg3NPjg02zVfqHP7te6zXDmEZkk/CHXK2vW0HWC5rRWaebUqa0VuYTmXa7msnqmfDTb5C3bYOA0d0CX1Mlf53Kmd/bbIoWmjNbaLTXfduxsyOEs6u86haaM2pjO3ctRGfUubZg5NM3vJKr3Zpoealaa8EpvVNG+YXa7edt34S9jxUnU6lxiUi8ouvVkNvth0Nevr661dxCXXw9+aGE9NzCpos9fZVxCU0MvcypjCcs7bNG2SfLqmrcpz3iar7i1OphSUTVfRx8xTxYxpBaI149VzM7MaHJpmdhH3vLfm0DQzq8GhaZY59/ry4tA0s5dxSG/PoWlmVoND06wA7v3lw6FpZi9xOC9X5W6UV0h6TNLXJJ2W9ME0/KOSvi3pZPrbm4ZL0oclnZX0uKQ3dV0JsylwoOWhylx4AbglIn4g6TLg7yT9VXrtP0XEX24Y/63AnvT3ZuDe9N/MGury/jwO5WqW9jRj5gfp6WXpb7u7Rx4APpbe9yXgSkk7mhfVzGx4lbZpSrpE0kngAnA0Ih5NL/3XtAp+j6TL07CdwNMLb19Lw8ysBW33CEu6P08OKoVmRLwYEXuBXcCNkn4OuBv4GeDfAlcDv5tG12YfsXGApEOSjks6vlLJzSasrZBzWNZXa+95RDwHfAG4NSLOp1XwF4D/BdyYRlsDdi+8bRdwbpPPOhwR++rcpN3MfqTpvXkcmKupsvf8GklXpsevBN4CfHO+nVKSgNuBU+ktR4B3pb3o+4HnI+J8J6U3M4dfz6pM7R3A/ZIuYRayD0bEw5I+L+kaZqvjJ4HfTuN/FrgNOAv8EHh3+8U2s0Ubg3PjHnYHa3sUsd2O8J4KIQ1fCDObqhN1NhP6jCAzsxocmmZmNTg0zcxqcGiamdXg0DQzq8GhaWZWg0PTzKwGh6aZWQ0OTTOzGhyaZmY1ODTNzGpwaJqZ1eDQNDOrwaFpZlZDLhfZ+wHwxNCF6NhrgX8euhAdG3sdx14/mGYd/02dN+cSmk+M/bYXko67jmUbe/3AdazCq+dmZjU4NM3MasglNA8PXYAeuI7lG3v9wHVcKot7BJmZlSKXnqaZWREGD01Jt0p6QtJZSXcNXZ5VSbpP0gVJpxaGXS3pqKQn0/+r0nBJ+nCq8+OS3jRcyauRtFvSI5LOSDot6X1p+JjqeIWkxyR9LdXxg2n46yQ9mur4SUmvSMMvT8/PptevH7L8VUm6RNJXJT2cno+tfk9J+rqkk5KOp2GtLaeDhma6l/p/B94K3AC8Q9INQ5apgY8Ct24YdhdwLCL2AMfSc5jVd0/6OwTc21MZm1gHPhARbwD2A+9J82pMdXwBuCUifgHYC9wqaT/wx8A9qY7PAnem8e8Eno2InwLuSeOV4H3AmYXnY6sfwC9FxN6FQ4vaW04jYrA/4BeBzy08vxu4e8gyNazP9cCphedPADvS4x3MjkcF+J/AOzYbr5Q/4CHgl8daR+DHgK8Ab2Z2IPSlafhLyyzwOeAX0+NL03gauuxL6rUrhcYtwMOAxlS/VNangNduGNbacjr06vlO4OmF52tp2FhcFxHnAdL/a9PwouudVtPeCDzKyOqYVl1PAheAo8C3gOciYj2NsliPl+qYXn8eeE2/Ja7tT4HfAf4lPX8N46ofQAB/I+mEpENpWGvL6dBnBGmTYVPYnV9svSW9CvgU8P6I+J60WVVmo24yLPs6RsSLwF5JVwKfAd6w2Wjpf1F1lPQfgAsRcULSzfPBm4xaZP0W3BQR5yRdCxyV9M1txq1dx6F7mmvA7oXnu4BzA5WlC89I2gGQ/l9Iw4ust6TLmAXmxyPi02nwqOo4FxHPAV9gtv32SknzDsZiPV6qY3r9J4Dv9lvSWm4C/qOkp4AHmK2i/ynjqR8AEXEu/b/A7IfvRlpcTocOzS8De9Leu1cAdwBHBi5Tm44AB9Pjg8y2A86HvyvtudsPPD9fdciVZl3KjwBnIuJDCy+NqY7XpB4mkl4JvIXZDpNHgLel0TbWcV73twGfj7RhLEcRcXdE7IqI65m1tc9HxG8wkvoBSPpxSa+ePwZ+BThFm8tpBhttbwP+gdm2o98fujwN6vEJ4Dzw/5j9et3JbPvPMeDJ9P/qNK6YHTXwLeDrwL6hy1+hfv+O2WrL48DJ9HfbyOr488BXUx1PAf85DX898BhwFvgL4PI0/Ir0/Gx6/fVD16FGXW8GHh5b/VJdvpb+Ts8zpc3l1GcEmZnVMPTquZlZURyaZmY1ODTNzGpwaJqZ1eDQNDOrwaFpZlaDQ9PMrAaHpplZDf8fAc2xb9PNaCcAAAAASUVORK5CYII=
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<p>Helper website I used : <a href="https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_thresholding/py_thresholding.html">https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_thresholding/py_thresholding.html</a></p>
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<h2 id="Noise-Reduction">Noise Reduction<a class="anchor-link" href="#Noise-Reduction">&#182;</a></h2>
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<li>Cameraman</li>
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<div class="prompt input_prompt">In&nbsp;[82]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">removeNoiseUsingErosion</span><span class="p">(</span><span class="n">src</span><span class="p">):</span>
<span class="n">noiseStruct</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">getStructuringElement</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">MORPH_ELLIPSE</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">3</span><span class="p">))</span>
<span class="n">src_erode</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">erode</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">noiseStruct</span><span class="p">,</span> <span class="n">iterations</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="n">src_erode</span>
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<div class="prompt input_prompt">In&nbsp;[83]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">showImage</span><span class="p">(</span><span class="n">cameramanImg</span><span class="p">)</span>
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<div class="prompt input_prompt">In&nbsp;[85]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">camerman_erode</span> <span class="o">=</span> <span class="n">removeNoiseUsingErosion</span><span class="p">(</span><span class="n">cameramanImg</span><span class="p">)</span>
<span class="n">showImage</span><span class="p">(</span><span class="n">camerman_erode</span><span class="p">)</span>
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
"
>
</div>
</div>
</div>
</div>
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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<div class="text_cell_render border-box-sizing rendered_html">
<p>Erosion in slat noise:</p>
<ul>
<li>it removes the salt noise</li>
<li>it doesn't remove pepper noise </li>
</ul>
</div>
</div>
</div>
<div class="cel
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