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@tom-montgomery
Created May 13, 2019 22:30
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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>vehicle_location</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,
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<div class=" highlight hl-ipython3"><pre><span></span><span class="sd">&quot;&quot;&quot;This notebook shows a python analysis using geopandas, pandas, and matplotlib to try to detemine patterns in the data from </span>
<span class="sd">the Austin Resource Recovery smart fleet web API. </span>
<span class="sd">With over 200 individual routes and vehicles, six route types (recycling, trash, organics, etc.) and a multitude of variables </span>
<span class="sd">affecting operational efficiency, ARR hopes to utilize the new technology to improve the city. </span>
<span class="sd">The data retrieved from this breadcrumb API is recorded by the trucks daily and includes information such as heading,</span>
<span class="sd">speed, location, route, and time, updated every ~30 seconds. By exploring this data with open source tools we hope to</span>
<span class="sd">quantify and extract patterns in route balancing.&quot;&quot;&quot;</span>
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<pre>&#39;This notebook shows a python analysis using geopandas, pandas, and matplotlib to try to detemine patterns in the data from \nthe Austin Resource Recovery smart fleet web API. \n\nWith over 200 individual routes and vehicles, six route types (recycling, trash, organics, etc.) and a multitude of variables \naffecting operational efficiency, ARR hopes to utilize the new technology to improve the city. \nThe data retrieved from this breadcrumb API is recorded by the trucks daily and includes information such as heading,\nspeed, location, route, and time, updated every ~30 seconds. By exploring this data with open source tools we hope to\nquantify and extract patterns in route balancing.&#39;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">requests</span>
<span class="kn">import</span> <span class="nn">json</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">os</span>
<span class="kn">from</span> <span class="nn">shapely.geometry</span> <span class="k">import</span> <span class="n">Point</span>
<span class="kn">import</span> <span class="nn">geopandas</span> <span class="k">as</span> <span class="nn">gpd</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">scipy</span> <span class="k">import</span> <span class="n">ndimage</span>
<span class="kn">import</span> <span class="nn">datetime</span>
<span class="kn">from</span> <span class="nn">datetime</span> <span class="k">import</span> <span class="n">date</span><span class="p">,</span> <span class="n">timedelta</span>
<span class="kn">import</span> <span class="nn">matplotlib</span>
<span class="kn">import</span> <span class="nn">matplotlib.pylab</span> <span class="k">as</span> <span class="nn">pylab</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
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Return breadcrumbs for all vehicles</span>
<span class="n">data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;vehicleName&quot;</span><span class="p">:</span> <span class="s2">&quot;All&quot;</span><span class="p">}</span>
<span class="n">headers</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;X-ApiKey&#39;</span> <span class="p">:</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s1">&#39;API_KEY&#39;</span><span class="p">]}</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Since the endpoint requires the day to be specified in the URL, lets create a list of dates for querying. </span>
<span class="c1"># Approximately 4 months of data will be returned.</span>
<span class="n">dates</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">dataframes</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">now</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span>
<span class="n">today</span> <span class="o">=</span> <span class="n">now</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="n">d1</span> <span class="o">=</span> <span class="s1">&#39;2019-01-01&#39;</span>
<span class="n">d2</span> <span class="o">=</span> <span class="s1">&#39;2019-05-08&#39;</span>
<span class="n">date1</span> <span class="o">=</span> <span class="n">date</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">d1</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="mi">0</span><span class="p">]),</span> <span class="nb">int</span><span class="p">(</span><span class="n">d1</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="mi">1</span><span class="p">]),</span> <span class="nb">int</span><span class="p">(</span><span class="n">d1</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span>
<span class="n">date2</span> <span class="o">=</span> <span class="n">date</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">d2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="mi">0</span><span class="p">]),</span> <span class="nb">int</span><span class="p">(</span><span class="n">d2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="mi">1</span><span class="p">]),</span> <span class="nb">int</span><span class="p">(</span><span class="n">d2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span>
<span class="n">delta</span> <span class="o">=</span> <span class="n">date2</span> <span class="o">-</span> <span class="n">date1</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">delta</span><span class="o">.</span><span class="n">days</span><span class="p">):</span>
<span class="n">dates</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">date1</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">i</span><span class="p">)))</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">for</span> <span class="n">day</span> <span class="ow">in</span> <span class="n">dates</span><span class="p">:</span>
<span class="nb">print</span><span class="p">(</span><span class="n">day</span><span class="p">)</span>
<span class="n">payload</span> <span class="o">=</span> <span class="p">{</span> <span class="s2">&quot;startDate&quot;</span><span class="p">:</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">day</span><span class="p">),</span>
<span class="s2">&quot;endDate&quot;</span><span class="p">:</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">day</span><span class="p">),</span>
<span class="s2">&quot;vehicleName&quot;</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
<span class="s2">&quot;routeName&quot;</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="p">}</span>
<span class="n">url</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s1">&#39;BREADCRUMB_ENDPOINT&#39;</span><span class="p">]</span>
<span class="c1"># Make web request</span>
<span class="n">r</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">payload</span><span class="p">,</span> <span class="n">headers</span><span class="o">=</span><span class="n">headers</span><span class="p">)</span>
<span class="n">result</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">r</span><span class="o">.</span><span class="n">content</span><span class="p">)</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">result</span><span class="p">[</span><span class="s1">&#39;Data&#39;</span><span class="p">])</span>
<span class="c1"># Prep lat/lon for geospatial conversion</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">astype</span><span class="p">({</span><span class="s2">&quot;lat&quot;</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span> <span class="s2">&quot;lon&quot;</span><span class="p">:</span> <span class="nb">float</span><span class="p">})</span>
<span class="n">df</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">lon</span><span class="p">,</span> <span class="n">df</span><span class="o">.</span><span class="n">lat</span><span class="p">))</span>
<span class="n">df</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">Point</span><span class="p">)</span>
<span class="c1"># Time calculations:</span>
<span class="c1"># Convert timestamp to datetime object</span>
<span class="n">d</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">day</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
<span class="n">y</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">day</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">m</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">day</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">)[</span><span class="mi">1</span><span class="p">])</span>
<span class="n">df</span><span class="p">[</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">],</span> <span class="nb">format</span><span class="o">=</span><span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2">T%H:%M:%S&quot;</span><span class="p">)</span>
<span class="c1"># Calculate day of week</span>
<span class="n">df</span><span class="p">[</span><span class="s1">&#39;day&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">weekday_name</span>
<span class="c1"># Filter out times &amp; days that we dont need (Saturday and Sunday, 10pm-4am)</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">d</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span> <span class="c1"># filter before 4am</span>
<span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">d</span><span class="p">,</span> <span class="mi">22</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span> <span class="c1"># filter after 10pm</span>
<span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;day&#39;</span><span class="p">]</span> <span class="o">!=</span> <span class="s1">&#39;Sunday&#39;</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;day&#39;</span><span class="p">]</span> <span class="o">!=</span> <span class="s1">&#39;Saturday&#39;</span><span class="p">)]</span> <span class="c1"># filter sunday and saturday</span>
<span class="c1"># Convert to geopandas geodataframe</span>
<span class="n">gdf</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">GeoDataFrame</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">geometry</span><span class="o">=</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">,</span> <span class="n">crs</span><span class="o">=</span><span class="s2">&quot;+proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs&quot;</span><span class="p">)</span>
<span class="c1"># Join truck type data</span>
<span class="n">truck_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;test.csv&#39;</span><span class="p">)</span>
<span class="n">gdf</span> <span class="o">=</span> <span class="n">gdf</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">truck_df</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s1">&#39;Vehicle Number&#39;</span><span class="p">),</span> <span class="n">on</span><span class="o">=</span><span class="s1">&#39;vehicleName&#39;</span><span class="p">)</span>
<span class="n">dataframes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">gdf</span><span class="p">)</span>
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<pre>2019-01-01
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Here is what the data looks like from the API after joining and creating geometry with geopandas:</span>
<span class="n">dataframes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
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<span class="ansi-red-intense-fg ansi-bold">---------------------------------------------------------------------------</span>
<span class="ansi-red-intense-fg ansi-bold">IndexError</span> Traceback (most recent call last)
<span class="ansi-green-intense-fg ansi-bold">&lt;ipython-input-8-18101ee19dbd&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-intense-fg ansi-bold">()</span>
<span class="ansi-green-fg"> 1</span> <span class="ansi-red-intense-fg ansi-bold"># Here is what the data looks like from the API after joining and creating geometry with geopandas:</span>
<span class="ansi-green-intense-fg ansi-bold">----&gt; 2</span><span class="ansi-yellow-intense-fg ansi-bold"> </span>dataframes<span class="ansi-yellow-intense-fg ansi-bold">[</span><span class="ansi-cyan-intense-fg ansi-bold">0</span><span class="ansi-yellow-intense-fg ansi-bold">]</span><span class="ansi-yellow-intense-fg ansi-bold">.</span>sample<span class="ansi-yellow-intense-fg ansi-bold">(</span><span class="ansi-cyan-intense-fg ansi-bold">10</span><span class="ansi-yellow-intense-fg ansi-bold">)</span>
<span class="ansi-red-intense-fg ansi-bold">IndexError</span>: list index out of range</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># We need to remove unecessary data to lower processing times and imrprove results:</span>
<span class="c1"># Concatenate list of geodataframes into single</span>
<span class="n">gdf_combined</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span><span class="n">dataframes</span><span class="p">)</span>
<span class="c1"># Load geometries for clipping the general area, north yard, and south yard.</span>
<span class="n">poly</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="s1">&#39;clip.geojson&#39;</span><span class="p">)</span>
<span class="n">yardn</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="s1">&#39;yard_clip_north.geojson&#39;</span><span class="p">)</span>
<span class="n">yards</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="s1">&#39;yard_clip_south.geojson&#39;</span><span class="p">)</span>
<span class="c1"># clip general area</span>
<span class="n">gdf_combined</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">sjoin</span><span class="p">(</span><span class="n">gdf_combined</span><span class="p">,</span> <span class="n">poly</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s1">&#39;inner&#39;</span><span class="p">)</span>
<span class="c1"># exclude yards using geopandas difference </span>
<span class="c1"># south yard</span>
<span class="n">yards_mask</span> <span class="o">=</span> <span class="n">gdf_combined</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span><span class="n">yards</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;geometry&#39;</span><span class="p">])</span>
<span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">yards_mask</span>
<span class="n">gdf_combined</span> <span class="o">=</span> <span class="n">gdf_combined</span><span class="p">[</span><span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">notnull</span><span class="p">()]</span>
<span class="c1"># north yard</span>
<span class="n">yardn_mask</span> <span class="o">=</span> <span class="n">gdf_combined</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span><span class="n">yardn</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;geometry&#39;</span><span class="p">])</span>
<span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">yardn_mask</span>
<span class="n">gdf_combined</span> <span class="o">=</span> <span class="n">gdf_combined</span><span class="p">[</span><span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">notnull</span><span class="p">()]</span>
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<pre>Warning: CRS does not match!
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># We&#39;re not really doing GIS until there is an unecessary heatmap:</span>
<span class="k">def</span> <span class="nf">heatmap</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="n">bins</span><span class="o">=</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span><span class="mi">100</span><span class="p">),</span> <span class="n">smoothing</span><span class="o">=</span><span class="mf">1.3</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;jet&#39;</span><span class="p">):</span>
<span class="k">def</span> <span class="nf">getx</span><span class="p">(</span><span class="n">pt</span><span class="p">):</span>
<span class="k">return</span> <span class="n">pt</span><span class="o">.</span><span class="n">coords</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
<span class="k">def</span> <span class="nf">gety</span><span class="p">(</span><span class="n">pt</span><span class="p">):</span>
<span class="k">return</span> <span class="n">pt</span><span class="o">.</span><span class="n">coords</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">30</span><span class="p">,</span><span class="mi">15</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">x</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">d</span><span class="o">.</span><span class="n">geometry</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">getx</span><span class="p">))</span>
<span class="n">y</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">d</span><span class="o">.</span><span class="n">geometry</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">gety</span><span class="p">))</span>
<span class="n">heatmap</span><span class="p">,</span> <span class="n">xedges</span><span class="p">,</span> <span class="n">yedges</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">histogram2d</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">bins</span><span class="o">=</span><span class="n">bins</span><span class="p">)</span>
<span class="n">extent</span> <span class="o">=</span> <span class="p">[</span><span class="n">yedges</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">yedges</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">xedges</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">xedges</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>
<span class="n">logheatmap</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="n">heatmap</span><span class="p">)</span>
<span class="n">logheatmap</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">isneginf</span><span class="p">(</span><span class="n">logheatmap</span><span class="p">)]</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">logheatmap</span> <span class="o">=</span> <span class="n">ndimage</span><span class="o">.</span><span class="n">filters</span><span class="o">.</span><span class="n">gaussian_filter</span><span class="p">(</span><span class="n">logheatmap</span><span class="p">,</span> <span class="n">smoothing</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;nearest&#39;</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">logheatmap</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">cmap</span><span class="p">,</span> <span class="n">extent</span><span class="o">=</span><span class="n">extent</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">gca</span><span class="p">()</span><span class="o">.</span><span class="n">invert_yaxis</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="n">heatmap</span><span class="p">(</span><span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;Coordinates&#39;</span><span class="p">],</span> <span class="n">bins</span><span class="o">=</span><span class="mi">450</span><span class="p">,</span> <span class="n">smoothing</span><span class="o">=</span><span class="mf">1.25</span> <span class="p">)</span>
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<pre>C:\Users\MontgomeryT\AppData\Local\Continuum\anaconda3\lib\site-packages\ipykernel_launcher.py:15: RuntimeWarning: divide by zero encountered in log
from ipykernel import kernelapp as app
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Lets calculate average route durations to quantify route balancing.</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">routes</span> <span class="o">=</span> <span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;routeName&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
<span class="n">route_gdfs</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">for</span> <span class="n">route</span> <span class="ow">in</span> <span class="n">routes</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
<span class="n">route_gdf</span> <span class="o">=</span> <span class="n">gdf_combined</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">gdf_combined</span><span class="p">[</span><span class="s1">&#39;routeName&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">route</span><span class="p">]</span>
<span class="n">route_gdf</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">route_gdf</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;SeqID&#39;</span><span class="p">,</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">route_gdf</span><span class="p">)))</span>
<span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">]</span> <span class="o">=</span> <span class="n">route_gdf</span>
<span class="c1"># Calculate average time to complete each route</span>
<span class="n">route_times</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;Route&#39;</span><span class="p">,</span> <span class="s1">&#39;Average Duration&#39;</span><span class="p">,</span>
<span class="s1">&#39;Latest End&#39;</span><span class="p">,</span> <span class="s1">&#39;Earliest Start&#39;</span><span class="p">,</span>
<span class="s1">&#39;Minimum Duration&#39;</span><span class="p">,</span> <span class="s1">&#39;Maximum Duration&#39;</span><span class="p">,</span> <span class="s1">&#39;Records&#39;</span><span class="p">])</span>
<span class="k">for</span> <span class="n">route</span> <span class="ow">in</span> <span class="n">route_gdfs</span><span class="p">:</span>
<span class="c1"># Filter routes that have less than 3 days records</span>
<span class="n">records</span> <span class="o">=</span> <span class="p">(</span><span class="nb">len</span><span class="p">((</span><span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="s1">&#39;d&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">value_counts</span><span class="p">())))</span>
<span class="k">if</span> <span class="n">records</span> <span class="o">&lt;</span> <span class="mi">3</span><span class="p">:</span>
<span class="k">continue</span>
<span class="c1"># Find earliest start and latest end</span>
<span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;date&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="s1">&#39;d&#39;</span><span class="p">)</span>
<span class="n">max_dates</span> <span class="o">=</span> <span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;date&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">max</span><span class="p">()</span><span class="o">.</span><span class="n">timeStamp</span>
<span class="n">min_dates</span> <span class="o">=</span> <span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;date&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">min</span><span class="p">()</span><span class="o">.</span><span class="n">timeStamp</span>
<span class="c1"># Find longest and shortest route durations</span>
<span class="n">min_duration</span> <span class="o">=</span> <span class="p">(</span><span class="n">max_dates</span> <span class="o">-</span> <span class="n">min_dates</span><span class="p">)</span><span class="o">.</span><span class="n">min</span><span class="p">()</span>
<span class="n">max_duration</span> <span class="o">=</span> <span class="p">(</span><span class="n">max_dates</span> <span class="o">-</span> <span class="n">min_dates</span><span class="p">)</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
<span class="n">min_start</span> <span class="o">=</span> <span class="p">(</span><span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">min</span><span class="p">())</span>
<span class="n">max_end</span> <span class="o">=</span> <span class="p">(</span><span class="n">route_gdfs</span><span class="p">[</span><span class="n">route</span><span class="p">][</span><span class="s1">&#39;timeStamp&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">max</span><span class="p">())</span>
<span class="c1"># Find average route duration</span>
<span class="n">average_duration</span> <span class="o">=</span> <span class="p">((</span><span class="n">max_dates</span> <span class="o">-</span> <span class="n">min_dates</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">())</span>
<span class="n">route_times</span> <span class="o">=</span> <span class="n">route_times</span><span class="o">.</span><span class="n">append</span><span class="p">({</span><span class="s1">&#39;Route&#39;</span><span class="p">:</span> <span class="n">route</span><span class="p">,</span>
<span class="s1">&#39;Average Duration&#39;</span><span class="p">:</span> <span class="n">average_duration</span><span class="p">,</span>
<span class="s1">&#39;Latest End&#39;</span><span class="p">:</span> <span class="n">max_end</span><span class="p">,</span>
<span class="s1">&#39;Earliest Start&#39;</span><span class="p">:</span> <span class="n">min_start</span><span class="p">,</span>
<span class="s1">&#39;Maximum Duration&#39;</span><span class="p">:</span> <span class="n">max_duration</span><span class="p">,</span>
<span class="s1">&#39;Minimum Duration&#39;</span><span class="p">:</span> <span class="n">min_duration</span><span class="p">,</span>
<span class="s1">&#39;Records&#39;</span><span class="p">:</span> <span class="n">records</span><span class="p">},</span> <span class="n">ignore_index</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">route_times</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s1">&#39;Route&#39;</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<pre>C:\Users\MontgomeryT\AppData\Local\Continuum\anaconda3\lib\site-packages\ipykernel_launcher.py:6: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame
See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
C:\Users\MontgomeryT\AppData\Local\Continuum\anaconda3\lib\site-packages\ipykernel_launcher.py:21: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">route_times</span> <span class="o">=</span> <span class="n">route_times</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">)</span>
<span class="n">route_times</span><span class="p">[</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">route_times</span><span class="p">[</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;timedelta64[m]&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Bar chart of garbage route average durations. Only showing half for aesthetics.</span>
<span class="n">garbage</span> <span class="o">=</span> <span class="n">route_times</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">route_times</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s1">&#39;P&#39;</span><span class="p">,</span> <span class="n">na</span><span class="o">=</span><span class="kc">False</span><span class="p">)]</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">garbage</span><span class="p">[</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">1</span><span class="p">::</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s1">&#39;barh&#39;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">12</span><span class="p">),</span> <span class="n">title</span> <span class="o">=</span><span class="s2">&quot;Average Garbage Route Duration (Minutes)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Chloropleth mapping of duration using geopandas:</span>
<span class="n">merged_g</span> <span class="o">=</span> <span class="n">payt</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">garbage</span><span class="p">,</span> <span class="n">left_on</span><span class="o">=</span><span class="s1">&#39;ROUTE_NAME&#39;</span><span class="p">,</span> <span class="n">right_on</span><span class="o">=</span><span class="n">garbage</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">values</span><span class="p">)</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">merged</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;Reds&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">17</span><span class="p">,</span> <span class="mi">11</span><span class="p">),</span> <span class="n">scheme</span><span class="o">=</span><span class="s1">&#39;equal_interval&#39;</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="mi">9</span><span class="p">,</span> <span class="n">legend</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">payt</span><span class="p">[</span><span class="o">~</span><span class="n">payt</span><span class="p">[</span><span class="s1">&#39;ROUTE_NAME&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">garbage</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">values</span><span class="p">)]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;#fafafa&#39;</span><span class="p">,</span> <span class="n">hatch</span><span class="o">=</span><span class="s1">&#39;///&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_axis_off</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Average Length (Minutes) For Garbage Route Completion&#39;</span><span class="p">,</span> <span class="n">fontdict</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;fontsize&#39;</span><span class="p">:</span> <span class="mi">20</span><span class="p">},</span> <span class="n">loc</span><span class="o">=</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
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<pre>Text(0,1,&#39;Average Length (Minutes) For Garbage Route Completion&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Bar chart of recycle route average durations. Only showing half for aesthetics.</span>
<span class="n">recycle</span> <span class="o">=</span> <span class="n">route_times</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">route_times</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s1">&#39;R&#39;</span><span class="p">,</span> <span class="n">na</span><span class="o">=</span><span class="kc">False</span><span class="p">)]</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">recycle</span><span class="p">[</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">1</span><span class="p">::</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s1">&#39;barh&#39;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">12</span><span class="p">),</span> <span class="n">title</span> <span class="o">=</span><span class="s2">&quot;Average Recycle Route Duration (Minutes)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class="prompt input_prompt">In&nbsp;[799]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ax</span> <span class="o">=</span> <span class="n">merged_r</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="s1">&#39;Average Duration&#39;</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;Reds&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">14</span><span class="p">,</span> <span class="mi">13</span><span class="p">),</span> <span class="n">scheme</span><span class="o">=</span><span class="s1">&#39;equal_interval&#39;</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="mi">9</span><span class="p">,</span> <span class="n">legend</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">recycle_gpd</span><span class="p">[</span><span class="o">~</span><span class="n">recycle_gpd</span><span class="p">[</span><span class="s1">&#39;REC_RT&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">recycle</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">values</span><span class="p">)]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;#fafafa&#39;</span><span class="p">,</span> <span class="n">hatch</span><span class="o">=</span><span class="s1">&#39;///&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_axis_off</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Average Length (Minutes) For Recycle Route Completion&#39;</span><span class="p">,</span> <span class="n">fontdict</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;fontsize&#39;</span><span class="p">:</span> <span class="mi">20</span><span class="p">},</span> <span class="n">loc</span><span class="o">=</span><span class="s1">&#39;left&#39;</span><span class="p">)</span>
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<div class="prompt output_prompt">Out[799]:</div>
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<pre>Text(0,1,&#39;Average Length (Minutes) For Recycle Route Completion&#39;)</pre>
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