index.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0">

<title>Copy_of_cmsc320_final (1)</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>


<style type="text/css">
    pre { line-height: 125%; }
td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.highlight .hll { background-color: var(--jp-cell-editor-active-background) }
.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }
.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */
.highlight .err { color: var(--jp-mirror-editor-error-color) } /* Error */
.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */
.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */
.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */
.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */
.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */
.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */
.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */
.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */
.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */
.highlight .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */
.highlight .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */
.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */
.highlight .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */
.highlight .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */
.highlight .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */
.highlight .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */
.highlight .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */
.highlight .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */
.highlight .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */
.highlight .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */
.highlight .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */
.highlight .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */
.highlight .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */
.highlight .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */
.highlight .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */
.highlight .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */
.highlight .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */
.highlight .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */
.highlight .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */
.highlight .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */
.highlight .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */
.highlight .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */
  </style>


<style type="text/css">
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*
 * Mozilla scrollbar styling
 */

/* use standard opaque scrollbars for most nodes */
[data-jp-theme-scrollbars='true'] {
  scrollbar-color: rgb(var(--jp-scrollbar-thumb-color))
    var(--jp-scrollbar-background-color);
}

/* for code nodes, use a transparent style of scrollbar. These selectors
 * will match lower in the tree, and so will override the above */
[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar,
[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar {
  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
}

/* tiny scrollbar */

.jp-scrollbar-tiny {
  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
  scrollbar-width: thin;
}

/*
 * Webkit scrollbar styling
 */

/* use standard opaque scrollbars for most nodes */

[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,
[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {
  background: var(--jp-scrollbar-background-color);
}

[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {
  background: rgb(var(--jp-scrollbar-thumb-color));
  border: var(--jp-scrollbar-thumb-margin) solid transparent;
  background-clip: content-box;
  border-radius: var(--jp-scrollbar-thumb-radius);
}

[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {
  border-left: var(--jp-scrollbar-endpad) solid
    var(--jp-scrollbar-background-color);
  border-right: var(--jp-scrollbar-endpad) solid
    var(--jp-scrollbar-background-color);
}

[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {
  border-top: var(--jp-scrollbar-endpad) solid
    var(--jp-scrollbar-background-color);
  border-bottom: var(--jp-scrollbar-endpad) solid
    var(--jp-scrollbar-background-color);
}

/* for code nodes, use a transparent style of scrollbar */

[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,
[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,
[data-jp-theme-scrollbars='true']
  .CodeMirror-hscrollbar::-webkit-scrollbar-corner,
[data-jp-theme-scrollbars='true']
  .CodeMirror-vscrollbar::-webkit-scrollbar-corner {
  background-color: transparent;
}

[data-jp-theme-scrollbars='true']
  .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,
[data-jp-theme-scrollbars='true']
  .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {
  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
  border: var(--jp-scrollbar-thumb-margin) solid transparent;
  background-clip: content-box;
  border-radius: var(--jp-scrollbar-thumb-radius);
}

[data-jp-theme-scrollbars='true']
  .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {
  border-left: var(--jp-scrollbar-endpad) solid transparent;
  border-right: var(--jp-scrollbar-endpad) solid transparent;
}

[data-jp-theme-scrollbars='true']
  .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {
  border-top: var(--jp-scrollbar-endpad) solid transparent;
  border-bottom: var(--jp-scrollbar-endpad) solid transparent;
}

/* tiny scrollbar */

.jp-scrollbar-tiny::-webkit-scrollbar,
.jp-scrollbar-tiny::-webkit-scrollbar-corner {
  background-color: transparent;
  height: 4px;
  width: 4px;
}

.jp-scrollbar-tiny::-webkit-scrollbar-thumb {
  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
}

.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {
  border-left: 0px solid transparent;
  border-right: 0px solid transparent;
}

.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
  border-top: 0px solid transparent;
  border-bottom: 0px solid transparent;
}

/*
 * Phosphor
 */

.lm-ScrollBar[data-orientation='horizontal'] {
  min-height: 16px;
  max-height: 16px;
  min-width: 45px;
  border-top: 1px solid #a0a0a0;
}

.lm-ScrollBar[data-orientation='vertical'] {
  min-width: 16px;
  max-width: 16px;
  min-height: 45px;
  border-left: 1px solid #a0a0a0;
}

.lm-ScrollBar-button {
  background-color: #f0f0f0;
  background-position: center center;
  min-height: 15px;
  max-height: 15px;
  min-width: 15px;
  max-width: 15px;
}

.lm-ScrollBar-button:hover {
  background-color: #dadada;
}

.lm-ScrollBar-button.lm-mod-active {
  background-color: #cdcdcd;
}

.lm-ScrollBar-track {
  background: #f0f0f0;
}

.lm-ScrollBar-thumb {
  background: #cdcdcd;
}

.lm-ScrollBar-thumb:hover {
  background: #bababa;
}

.lm-ScrollBar-thumb.lm-mod-active {
  background: #a0a0a0;
}

.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {
  height: 100%;
  min-width: 15px;
  border-left: 1px solid #a0a0a0;
  border-right: 1px solid #a0a0a0;
}

.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {
  width: 100%;
  min-height: 15px;
  border-top: 1px solid #a0a0a0;
  border-bottom: 1px solid #a0a0a0;
}

.lm-ScrollBar[data-orientation='horizontal']
  .lm-ScrollBar-button[data-action='decrement'] {
  background-image: var(--jp-icon-caret-left);
  background-size: 17px;
}

.lm-ScrollBar[data-orientation='horizontal']
  .lm-ScrollBar-button[data-action='increment'] {
  background-image: var(--jp-icon-caret-right);
  background-size: 17px;
}

.lm-ScrollBar[data-orientation='vertical']
  .lm-ScrollBar-button[data-action='decrement'] {
  background-image: var(--jp-icon-caret-up);
  background-size: 17px;
}

.lm-ScrollBar[data-orientation='vertical']
  .lm-ScrollBar-button[data-action='increment'] {
  background-image: var(--jp-icon-caret-down);
  background-size: 17px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-Widget, /* </DEPRECATED> */
.lm-Widget {
  box-sizing: border-box;
  position: relative;
  overflow: hidden;
  cursor: default;
}


/* <DEPRECATED> */ .p-Widget.p-mod-hidden, /* </DEPRECATED> */
.lm-Widget.lm-mod-hidden {
  display: none !important;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-CommandPalette, /* </DEPRECATED> */
.lm-CommandPalette {
  display: flex;
  flex-direction: column;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}


/* <DEPRECATED> */ .p-CommandPalette-search, /* </DEPRECATED> */
.lm-CommandPalette-search {
  flex: 0 0 auto;
}


/* <DEPRECATED> */ .p-CommandPalette-content, /* </DEPRECATED> */
.lm-CommandPalette-content {
  flex: 1 1 auto;
  margin: 0;
  padding: 0;
  min-height: 0;
  overflow: auto;
  list-style-type: none;
}


/* <DEPRECATED> */ .p-CommandPalette-header, /* </DEPRECATED> */
.lm-CommandPalette-header {
  overflow: hidden;
  white-space: nowrap;
  text-overflow: ellipsis;
}


/* <DEPRECATED> */ .p-CommandPalette-item, /* </DEPRECATED> */
.lm-CommandPalette-item {
  display: flex;
  flex-direction: row;
}


/* <DEPRECATED> */ .p-CommandPalette-itemIcon, /* </DEPRECATED> */
.lm-CommandPalette-itemIcon {
  flex: 0 0 auto;
}


/* <DEPRECATED> */ .p-CommandPalette-itemContent, /* </DEPRECATED> */
.lm-CommandPalette-itemContent {
  flex: 1 1 auto;
  overflow: hidden;
}


/* <DEPRECATED> */ .p-CommandPalette-itemShortcut, /* </DEPRECATED> */
.lm-CommandPalette-itemShortcut {
  flex: 0 0 auto;
}


/* <DEPRECATED> */ .p-CommandPalette-itemLabel, /* </DEPRECATED> */
.lm-CommandPalette-itemLabel {
  overflow: hidden;
  white-space: nowrap;
  text-overflow: ellipsis;
}

.lm-close-icon {
	border:1px solid transparent;
  background-color: transparent;
  position: absolute;
	z-index:1;
	right:3%;
	top: 0;
	bottom: 0;
	margin: auto;
	padding: 7px 0;
	display: none;
	vertical-align: middle;
  outline: 0;
  cursor: pointer;
}
.lm-close-icon:after {
	content: "X";
	display: block;
	width: 15px;
	height: 15px;
	text-align: center;
	color:#000;
	font-weight: normal;
	font-size: 12px;
	cursor: pointer;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-DockPanel, /* </DEPRECATED> */
.lm-DockPanel {
  z-index: 0;
}


/* <DEPRECATED> */ .p-DockPanel-widget, /* </DEPRECATED> */
.lm-DockPanel-widget {
  z-index: 0;
}


/* <DEPRECATED> */ .p-DockPanel-tabBar, /* </DEPRECATED> */
.lm-DockPanel-tabBar {
  z-index: 1;
}


/* <DEPRECATED> */ .p-DockPanel-handle, /* </DEPRECATED> */
.lm-DockPanel-handle {
  z-index: 2;
}


/* <DEPRECATED> */ .p-DockPanel-handle.p-mod-hidden, /* </DEPRECATED> */
.lm-DockPanel-handle.lm-mod-hidden {
  display: none !important;
}


/* <DEPRECATED> */ .p-DockPanel-handle:after, /* </DEPRECATED> */
.lm-DockPanel-handle:after {
  position: absolute;
  top: 0;
  left: 0;
  width: 100%;
  height: 100%;
  content: '';
}


/* <DEPRECATED> */
.p-DockPanel-handle[data-orientation='horizontal'],
/* </DEPRECATED> */
.lm-DockPanel-handle[data-orientation='horizontal'] {
  cursor: ew-resize;
}


/* <DEPRECATED> */
.p-DockPanel-handle[data-orientation='vertical'],
/* </DEPRECATED> */
.lm-DockPanel-handle[data-orientation='vertical'] {
  cursor: ns-resize;
}


/* <DEPRECATED> */
.p-DockPanel-handle[data-orientation='horizontal']:after,
/* </DEPRECATED> */
.lm-DockPanel-handle[data-orientation='horizontal']:after {
  left: 50%;
  min-width: 8px;
  transform: translateX(-50%);
}


/* <DEPRECATED> */
.p-DockPanel-handle[data-orientation='vertical']:after,
/* </DEPRECATED> */
.lm-DockPanel-handle[data-orientation='vertical']:after {
  top: 50%;
  min-height: 8px;
  transform: translateY(-50%);
}


/* <DEPRECATED> */ .p-DockPanel-overlay, /* </DEPRECATED> */
.lm-DockPanel-overlay {
  z-index: 3;
  box-sizing: border-box;
  pointer-events: none;
}


/* <DEPRECATED> */ .p-DockPanel-overlay.p-mod-hidden, /* </DEPRECATED> */
.lm-DockPanel-overlay.lm-mod-hidden {
  display: none !important;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-Menu, /* </DEPRECATED> */
.lm-Menu {
  z-index: 10000;
  position: absolute;
  white-space: nowrap;
  overflow-x: hidden;
  overflow-y: auto;
  outline: none;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}


/* <DEPRECATED> */ .p-Menu-content, /* </DEPRECATED> */
.lm-Menu-content {
  margin: 0;
  padding: 0;
  display: table;
  list-style-type: none;
}


/* <DEPRECATED> */ .p-Menu-item, /* </DEPRECATED> */
.lm-Menu-item {
  display: table-row;
}


/* <DEPRECATED> */
.p-Menu-item.p-mod-hidden,
.p-Menu-item.p-mod-collapsed,
/* </DEPRECATED> */
.lm-Menu-item.lm-mod-hidden,
.lm-Menu-item.lm-mod-collapsed {
  display: none !important;
}


/* <DEPRECATED> */
.p-Menu-itemIcon,
.p-Menu-itemSubmenuIcon,
/* </DEPRECATED> */
.lm-Menu-itemIcon,
.lm-Menu-itemSubmenuIcon {
  display: table-cell;
  text-align: center;
}


/* <DEPRECATED> */ .p-Menu-itemLabel, /* </DEPRECATED> */
.lm-Menu-itemLabel {
  display: table-cell;
  text-align: left;
}


/* <DEPRECATED> */ .p-Menu-itemShortcut, /* </DEPRECATED> */
.lm-Menu-itemShortcut {
  display: table-cell;
  text-align: right;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-MenuBar, /* </DEPRECATED> */
.lm-MenuBar {
  outline: none;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}


/* <DEPRECATED> */ .p-MenuBar-content, /* </DEPRECATED> */
.lm-MenuBar-content {
  margin: 0;
  padding: 0;
  display: flex;
  flex-direction: row;
  list-style-type: none;
}


/* <DEPRECATED> */ .p--MenuBar-item, /* </DEPRECATED> */
.lm-MenuBar-item {
  box-sizing: border-box;
}


/* <DEPRECATED> */
.p-MenuBar-itemIcon,
.p-MenuBar-itemLabel,
/* </DEPRECATED> */
.lm-MenuBar-itemIcon,
.lm-MenuBar-itemLabel {
  display: inline-block;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-ScrollBar, /* </DEPRECATED> */
.lm-ScrollBar {
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}


/* <DEPRECATED> */
.p-ScrollBar[data-orientation='horizontal'],
/* </DEPRECATED> */
.lm-ScrollBar[data-orientation='horizontal'] {
  flex-direction: row;
}


/* <DEPRECATED> */
.p-ScrollBar[data-orientation='vertical'],
/* </DEPRECATED> */
.lm-ScrollBar[data-orientation='vertical'] {
  flex-direction: column;
}


/* <DEPRECATED> */ .p-ScrollBar-button, /* </DEPRECATED> */
.lm-ScrollBar-button {
  box-sizing: border-box;
  flex: 0 0 auto;
}


/* <DEPRECATED> */ .p-ScrollBar-track, /* </DEPRECATED> */
.lm-ScrollBar-track {
  box-sizing: border-box;
  position: relative;
  overflow: hidden;
  flex: 1 1 auto;
}


/* <DEPRECATED> */ .p-ScrollBar-thumb, /* </DEPRECATED> */
.lm-ScrollBar-thumb {
  box-sizing: border-box;
  position: absolute;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-SplitPanel-child, /* </DEPRECATED> */
.lm-SplitPanel-child {
  z-index: 0;
}


/* <DEPRECATED> */ .p-SplitPanel-handle, /* </DEPRECATED> */
.lm-SplitPanel-handle {
  z-index: 1;
}


/* <DEPRECATED> */ .p-SplitPanel-handle.p-mod-hidden, /* </DEPRECATED> */
.lm-SplitPanel-handle.lm-mod-hidden {
  display: none !important;
}


/* <DEPRECATED> */ .p-SplitPanel-handle:after, /* </DEPRECATED> */
.lm-SplitPanel-handle:after {
  position: absolute;
  top: 0;
  left: 0;
  width: 100%;
  height: 100%;
  content: '';
}


/* <DEPRECATED> */
.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,
/* </DEPRECATED> */
.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
  cursor: ew-resize;
}


/* <DEPRECATED> */
.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,
/* </DEPRECATED> */
.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
  cursor: ns-resize;
}


/* <DEPRECATED> */
.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,
/* </DEPRECATED> */
.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
  left: 50%;
  min-width: 8px;
  transform: translateX(-50%);
}


/* <DEPRECATED> */
.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,
/* </DEPRECATED> */
.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
  top: 50%;
  min-height: 8px;
  transform: translateY(-50%);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-TabBar, /* </DEPRECATED> */
.lm-TabBar {
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}


/* <DEPRECATED> */ .p-TabBar[data-orientation='horizontal'], /* </DEPRECATED> */
.lm-TabBar[data-orientation='horizontal'] {
  flex-direction: row;
  align-items: flex-end;
}


/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
.lm-TabBar[data-orientation='vertical'] {
  flex-direction: column;
  align-items: flex-end;
}


/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
.lm-TabBar-content {
  margin: 0;
  padding: 0;
  display: flex;
  flex: 1 1 auto;
  list-style-type: none;
}


/* <DEPRECATED> */
.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
/* </DEPRECATED> */
.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
  flex-direction: row;
}


/* <DEPRECATED> */
.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
/* </DEPRECATED> */
.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
  flex-direction: column;
}


/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
.lm-TabBar-tab {
  display: flex;
  flex-direction: row;
  box-sizing: border-box;
  overflow: hidden;
}


/* <DEPRECATED> */
.p-TabBar-tabIcon,
.p-TabBar-tabCloseIcon,
/* </DEPRECATED> */
.lm-TabBar-tabIcon,
.lm-TabBar-tabCloseIcon {
  flex: 0 0 auto;
}


/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
.lm-TabBar-tabLabel {
  flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}


.lm-TabBar-tabInput {
  user-select: all;
  width: 100%;
  box-sizing : border-box;
}


/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
.lm-TabBar-tab.lm-mod-hidden {
  display: none !important;
}


.lm-TabBar-addButton.lm-mod-hidden {
  display: none !important;
}


/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
  position: relative;
}


/* <DEPRECATED> */
.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
/* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
  left: 0;
  transition: left 150ms ease;
}


/* <DEPRECATED> */
.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
/* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
  top: 0;
  transition: top 150ms ease;
}


/* <DEPRECATED> */
.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
/* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
  transition: none;
}

.lm-TabBar-tabLabel .lm-TabBar-tabInput {
  user-select: all;
  width: 100%;
  box-sizing : border-box;
  background: inherit;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
.lm-TabPanel-tabBar {
  z-index: 1;
}


/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
.lm-TabPanel-stackedPanel {
  z-index: 0;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/

@charset "UTF-8";
html{
  -webkit-box-sizing:border-box;
          box-sizing:border-box; }

*,
*::before,
*::after{
  -webkit-box-sizing:inherit;
          box-sizing:inherit; }

body{
  font-size:14px;
  font-weight:400;
  letter-spacing:0;
  line-height:1.28581;
  text-transform:none;
  color:#182026;
  font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }

p{
  margin-bottom:10px;
  margin-top:0; }

small{
  font-size:12px; }

strong{
  font-weight:600; }

::-moz-selection{
  background:rgba(125, 188, 255, 0.6); }

::selection{
  background:rgba(125, 188, 255, 0.6); }
.bp3-heading{
  color:#182026;
  font-weight:600;
  margin:0 0 10px;
  padding:0; }
  .bp3-dark .bp3-heading{
    color:#f5f8fa; }

h1.bp3-heading, .bp3-running-text h1{
  font-size:36px;
  line-height:40px; }

h2.bp3-heading, .bp3-running-text h2{
  font-size:28px;
  line-height:32px; }

h3.bp3-heading, .bp3-running-text h3{
  font-size:22px;
  line-height:25px; }

h4.bp3-heading, .bp3-running-text h4{
  font-size:18px;
  line-height:21px; }

h5.bp3-heading, .bp3-running-text h5{
  font-size:16px;
  line-height:19px; }

h6.bp3-heading, .bp3-running-text h6{
  font-size:14px;
  line-height:16px; }
.bp3-ui-text{
  font-size:14px;
  font-weight:400;
  letter-spacing:0;
  line-height:1.28581;
  text-transform:none; }

.bp3-monospace-text{
  font-family:monospace;
  text-transform:none; }

.bp3-text-muted{
  color:#5c7080; }
  .bp3-dark .bp3-text-muted{
    color:#a7b6c2; }

.bp3-text-disabled{
  color:rgba(92, 112, 128, 0.6); }
  .bp3-dark .bp3-text-disabled{
    color:rgba(167, 182, 194, 0.6); }

.bp3-text-overflow-ellipsis{
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal; }
.bp3-running-text{
  font-size:14px;
  line-height:1.5; }
  .bp3-running-text h1{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h1{
      color:#f5f8fa; }
  .bp3-running-text h2{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h2{
      color:#f5f8fa; }
  .bp3-running-text h3{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h3{
      color:#f5f8fa; }
  .bp3-running-text h4{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h4{
      color:#f5f8fa; }
  .bp3-running-text h5{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h5{
      color:#f5f8fa; }
  .bp3-running-text h6{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h6{
      color:#f5f8fa; }
  .bp3-running-text hr{
    border:none;
    border-bottom:1px solid rgba(16, 22, 26, 0.15);
    margin:20px 0; }
    .bp3-dark .bp3-running-text hr{
      border-color:rgba(255, 255, 255, 0.15); }
  .bp3-running-text p{
    margin:0 0 10px;
    padding:0; }

.bp3-text-large{
  font-size:16px; }

.bp3-text-small{
  font-size:12px; }
a{
  color:#106ba3;
  text-decoration:none; }
  a:hover{
    color:#106ba3;
    cursor:pointer;
    text-decoration:underline; }
  a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
    color:inherit; }
  a code,
  .bp3-dark a code{
    color:inherit; }
  .bp3-dark a,
  .bp3-dark a:hover{
    color:#48aff0; }
    .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
    .bp3-dark a:hover .bp3-icon,
    .bp3-dark a:hover .bp3-icon-standard,
    .bp3-dark a:hover .bp3-icon-large{
      color:inherit; }
.bp3-running-text code, .bp3-code{
  font-family:monospace;
  text-transform:none;
  background:rgba(255, 255, 255, 0.7);
  border-radius:3px;
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
  color:#5c7080;
  font-size:smaller;
  padding:2px 5px; }
  .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#a7b6c2; }
  .bp3-running-text a > code, a > .bp3-code{
    color:#137cbd; }
    .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
      color:inherit; }

.bp3-running-text pre, .bp3-code-block{
  font-family:monospace;
  text-transform:none;
  background:rgba(255, 255, 255, 0.7);
  border-radius:3px;
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
  color:#182026;
  display:block;
  font-size:13px;
  line-height:1.4;
  margin:10px 0;
  padding:13px 15px 12px;
  word-break:break-all;
  word-wrap:break-word; }
  .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
  .bp3-running-text pre > code, .bp3-code-block > code{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:inherit;
    font-size:inherit;
    padding:0; }

.bp3-running-text kbd, .bp3-key{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
  color:#5c7080;
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  font-family:inherit;
  font-size:12px;
  height:24px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  line-height:24px;
  min-width:24px;
  padding:3px 6px;
  vertical-align:middle; }
  .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
    margin-right:5px; }
  .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
    background:#394b59;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#a7b6c2; }
.bp3-running-text blockquote, .bp3-blockquote{
  border-left:solid 4px rgba(167, 182, 194, 0.5);
  margin:0 0 10px;
  padding:0 20px; }
  .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
    border-color:rgba(115, 134, 148, 0.5); }
.bp3-running-text ul,
.bp3-running-text ol, .bp3-list{
  margin:10px 0;
  padding-left:30px; }
  .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
    margin-bottom:5px; }
  .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
  .bp3-running-text ul ul,
  .bp3-running-text ol ul,
  .bp3-list ul{
    margin-top:5px; }

.bp3-list-unstyled{
  list-style:none;
  margin:0;
  padding:0; }
  .bp3-list-unstyled li{
    padding:0; }
.bp3-rtl{
  text-align:right; }

.bp3-dark{
  color:#f5f8fa; }

:focus{
  outline:rgba(19, 124, 189, 0.6) auto 2px;
  outline-offset:2px;
  -moz-outline-radius:6px; }

.bp3-focus-disabled :focus{
  outline:none !important; }
  .bp3-focus-disabled :focus ~ .bp3-control-indicator{
    outline:none !important; }

.bp3-alert{
  max-width:400px;
  padding:20px; }

.bp3-alert-body{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex; }
  .bp3-alert-body .bp3-icon{
    font-size:40px;
    margin-right:20px;
    margin-top:0; }

.bp3-alert-contents{
  word-break:break-word; }

.bp3-alert-footer{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:reverse;
      -ms-flex-direction:row-reverse;
          flex-direction:row-reverse;
  margin-top:10px; }
  .bp3-alert-footer .bp3-button{
    margin-left:10px; }
.bp3-breadcrumbs{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  cursor:default;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-wrap:wrap;
      flex-wrap:wrap;
  height:30px;
  list-style:none;
  margin:0;
  padding:0; }
  .bp3-breadcrumbs > li{
    -webkit-box-align:center;
        -ms-flex-align:center;
            align-items:center;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex; }
    .bp3-breadcrumbs > li::after{
      background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
      content:"";
      display:block;
      height:16px;
      margin:0 5px;
      width:16px; }
    .bp3-breadcrumbs > li:last-of-type::after{
      display:none; }

.bp3-breadcrumb,
.bp3-breadcrumb-current,
.bp3-breadcrumbs-collapsed{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  font-size:16px; }

.bp3-breadcrumb,
.bp3-breadcrumbs-collapsed{
  color:#5c7080; }

.bp3-breadcrumb:hover{
  text-decoration:none; }

.bp3-breadcrumb.bp3-disabled{
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-breadcrumb .bp3-icon{
  margin-right:5px; }

.bp3-breadcrumb-current{
  color:inherit;
  font-weight:600; }
  .bp3-breadcrumb-current .bp3-input{
    font-size:inherit;
    font-weight:inherit;
    vertical-align:baseline; }

.bp3-breadcrumbs-collapsed{
  background:#ced9e0;
  border:none;
  border-radius:3px;
  cursor:pointer;
  margin-right:2px;
  padding:1px 5px;
  vertical-align:text-bottom; }
  .bp3-breadcrumbs-collapsed::before{
    background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
    content:"";
    display:block;
    height:16px;
    width:16px; }
  .bp3-breadcrumbs-collapsed:hover{
    background:#bfccd6;
    color:#182026;
    text-decoration:none; }

.bp3-dark .bp3-breadcrumb,
.bp3-dark .bp3-breadcrumbs-collapsed{
  color:#a7b6c2; }

.bp3-dark .bp3-breadcrumbs > li::after{
  color:#a7b6c2; }

.bp3-dark .bp3-breadcrumb.bp3-disabled{
  color:rgba(167, 182, 194, 0.6); }

.bp3-dark .bp3-breadcrumb-current{
  color:#f5f8fa; }

.bp3-dark .bp3-breadcrumbs-collapsed{
  background:rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-breadcrumbs-collapsed:hover{
    background:rgba(16, 22, 26, 0.6);
    color:#f5f8fa; }
.bp3-button{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  border:none;
  border-radius:3px;
  cursor:pointer;
  font-size:14px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  padding:5px 10px;
  text-align:left;
  vertical-align:middle;
  min-height:30px;
  min-width:30px; }
  .bp3-button > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-button > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-button::before,
  .bp3-button > *{
    margin-right:7px; }
  .bp3-button:empty::before,
  .bp3-button > :last-child{
    margin-right:0; }
  .bp3-button:empty{
    padding:0 !important; }
  .bp3-button:disabled, .bp3-button.bp3-disabled{
    cursor:not-allowed; }
  .bp3-button.bp3-fill{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    width:100%; }
  .bp3-button.bp3-align-right,
  .bp3-align-right .bp3-button{
    text-align:right; }
  .bp3-button.bp3-align-left,
  .bp3-align-left .bp3-button{
    text-align:left; }
  .bp3-button:not([class*="bp3-intent-"]){
    background-color:#f5f8fa;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    color:#182026; }
    .bp3-button:not([class*="bp3-intent-"]):hover{
      background-clip:padding-box;
      background-color:#ebf1f5;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
    .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
      background-color:#d8e1e8;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
      background-color:rgba(206, 217, 224, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed;
      outline:none; }
      .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
        background:rgba(206, 217, 224, 0.7); }
  .bp3-button.bp3-intent-primary{
    background-color:#137cbd;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-primary:hover{
      background-color:#106ba3;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
      background-color:#0e5a8a;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
      background-color:rgba(19, 124, 189, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button.bp3-intent-success{
    background-color:#0f9960;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-success:hover{
      background-color:#0d8050;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
      background-color:#0a6640;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
      background-color:rgba(15, 153, 96, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button.bp3-intent-warning{
    background-color:#d9822b;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-warning:hover{
      background-color:#bf7326;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
      background-color:#a66321;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
      background-color:rgba(217, 130, 43, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button.bp3-intent-danger{
    background-color:#db3737;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-danger:hover{
      background-color:#c23030;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
      background-color:#a82a2a;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
      background-color:rgba(219, 55, 55, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
    stroke:#ffffff; }
  .bp3-button.bp3-large,
  .bp3-large .bp3-button{
    min-height:40px;
    min-width:40px;
    font-size:16px;
    padding:5px 15px; }
    .bp3-button.bp3-large::before,
    .bp3-button.bp3-large > *,
    .bp3-large .bp3-button::before,
    .bp3-large .bp3-button > *{
      margin-right:10px; }
    .bp3-button.bp3-large:empty::before,
    .bp3-button.bp3-large > :last-child,
    .bp3-large .bp3-button:empty::before,
    .bp3-large .bp3-button > :last-child{
      margin-right:0; }
  .bp3-button.bp3-small,
  .bp3-small .bp3-button{
    min-height:24px;
    min-width:24px;
    padding:0 7px; }
  .bp3-button.bp3-loading{
    position:relative; }
    .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
      visibility:hidden; }
    .bp3-button.bp3-loading .bp3-button-spinner{
      margin:0;
      position:absolute; }
    .bp3-button.bp3-loading > :not(.bp3-button-spinner){
      visibility:hidden; }
  .bp3-button[class*="bp3-icon-"]::before{
    font-family:"Icons16", sans-serif;
    font-size:16px;
    font-style:normal;
    font-weight:400;
    line-height:1;
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased;
    color:#5c7080; }
  .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
    color:#5c7080; }
    .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
      margin-left:7px; }
  .bp3-button .bp3-icon:first-child:last-child,
  .bp3-button .bp3-spinner + .bp3-icon:last-child{
    margin:0 -7px; }
  .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
    background-color:#394b59;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
      color:#f5f8fa; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
      background-color:#30404d;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
      background-color:#202b33;
      background-image:none;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
      background-color:rgba(57, 75, 89, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
      .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
        background:rgba(57, 75, 89, 0.7); }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
      background:rgba(16, 22, 26, 0.5);
      stroke:#8a9ba8; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
      color:#a7b6c2; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
      color:#a7b6c2; }
  .bp3-dark .bp3-button[class*="bp3-intent-"]{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.3); }
    .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
      stroke:#8a9ba8; }
  .bp3-button:disabled::before,
  .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
  .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
  .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
    color:inherit !important; }
  .bp3-button.bp3-minimal{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none; }
    .bp3-button.bp3-minimal:hover{
      background:rgba(167, 182, 194, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026;
      text-decoration:none; }
    .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
      background:rgba(115, 134, 148, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026; }
    .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
      background:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed; }
      .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
        background:rgba(115, 134, 148, 0.3); }
    .bp3-dark .bp3-button.bp3-minimal{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:inherit; }
      .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none; }
      .bp3-dark .bp3-button.bp3-minimal:hover{
        background:rgba(138, 155, 168, 0.15); }
      .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
        background:rgba(138, 155, 168, 0.3);
        color:#f5f8fa; }
      .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
        background:none;
        color:rgba(167, 182, 194, 0.6);
        cursor:not-allowed; }
        .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
          background:rgba(138, 155, 168, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-primary{
      color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.15);
        color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(16, 107, 163, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
        stroke:#106ba3; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
        color:#48aff0; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
          background:rgba(19, 124, 189, 0.2);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
          background:rgba(19, 124, 189, 0.3);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
          background:none;
          color:rgba(72, 175, 240, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
            background:rgba(19, 124, 189, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-success{
      color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.15);
        color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(13, 128, 80, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
        stroke:#0d8050; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
        color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
          background:rgba(15, 153, 96, 0.2);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
          background:rgba(15, 153, 96, 0.3);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
          background:none;
          color:rgba(61, 204, 145, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
            background:rgba(15, 153, 96, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-warning{
      color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.15);
        color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(191, 115, 38, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
        stroke:#bf7326; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
        color:#ffb366; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
          background:rgba(217, 130, 43, 0.2);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
          background:rgba(217, 130, 43, 0.3);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
          background:none;
          color:rgba(255, 179, 102, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
            background:rgba(217, 130, 43, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-danger{
      color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.15);
        color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(194, 48, 48, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
        stroke:#c23030; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
        color:#ff7373; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
          background:rgba(219, 55, 55, 0.2);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
          background:rgba(219, 55, 55, 0.3);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
          background:none;
          color:rgba(255, 115, 115, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
            background:rgba(219, 55, 55, 0.3); }
  .bp3-button.bp3-outlined{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    border:1px solid rgba(24, 32, 38, 0.2);
    -webkit-box-sizing:border-box;
            box-sizing:border-box; }
    .bp3-button.bp3-outlined:hover{
      background:rgba(167, 182, 194, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026;
      text-decoration:none; }
    .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
      background:rgba(115, 134, 148, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026; }
    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
      background:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed; }
      .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
        background:rgba(115, 134, 148, 0.3); }
    .bp3-dark .bp3-button.bp3-outlined{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:inherit; }
      .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none; }
      .bp3-dark .bp3-button.bp3-outlined:hover{
        background:rgba(138, 155, 168, 0.15); }
      .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
        background:rgba(138, 155, 168, 0.3);
        color:#f5f8fa; }
      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
        background:none;
        color:rgba(167, 182, 194, 0.6);
        cursor:not-allowed; }
        .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
          background:rgba(138, 155, 168, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-primary{
      color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.15);
        color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(16, 107, 163, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
        stroke:#106ba3; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
        color:#48aff0; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
          background:rgba(19, 124, 189, 0.2);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
          background:rgba(19, 124, 189, 0.3);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
          background:none;
          color:rgba(72, 175, 240, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
            background:rgba(19, 124, 189, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-success{
      color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.15);
        color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(13, 128, 80, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
        stroke:#0d8050; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
        color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
          background:rgba(15, 153, 96, 0.2);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
          background:rgba(15, 153, 96, 0.3);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
          background:none;
          color:rgba(61, 204, 145, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
            background:rgba(15, 153, 96, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-warning{
      color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.15);
        color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(191, 115, 38, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
        stroke:#bf7326; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
        color:#ffb366; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
          background:rgba(217, 130, 43, 0.2);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
          background:rgba(217, 130, 43, 0.3);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
          background:none;
          color:rgba(255, 179, 102, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
            background:rgba(217, 130, 43, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-danger{
      color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.15);
        color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(194, 48, 48, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
        stroke:#c23030; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
        color:#ff7373; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
          background:rgba(219, 55, 55, 0.2);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
          background:rgba(219, 55, 55, 0.3);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
          background:none;
          color:rgba(255, 115, 115, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
            background:rgba(219, 55, 55, 0.3); }
    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
      border-color:rgba(92, 112, 128, 0.1); }
    .bp3-dark .bp3-button.bp3-outlined{
      border-color:rgba(255, 255, 255, 0.4); }
      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
        border-color:rgba(255, 255, 255, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-primary{
      border-color:rgba(16, 107, 163, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
        border-color:rgba(16, 107, 163, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
        border-color:rgba(72, 175, 240, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
          border-color:rgba(72, 175, 240, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-success{
      border-color:rgba(13, 128, 80, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
        border-color:rgba(13, 128, 80, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
        border-color:rgba(61, 204, 145, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
          border-color:rgba(61, 204, 145, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-warning{
      border-color:rgba(191, 115, 38, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
        border-color:rgba(191, 115, 38, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
        border-color:rgba(255, 179, 102, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
          border-color:rgba(255, 179, 102, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-danger{
      border-color:rgba(194, 48, 48, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
        border-color:rgba(194, 48, 48, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
        border-color:rgba(255, 115, 115, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
          border-color:rgba(255, 115, 115, 0.2); }

a.bp3-button{
  text-align:center;
  text-decoration:none;
  -webkit-transition:none;
  transition:none; }
  a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
    color:#182026; }
  a.bp3-button.bp3-disabled{
    color:rgba(92, 112, 128, 0.6); }

.bp3-button-text{
  -webkit-box-flex:0;
      -ms-flex:0 1 auto;
          flex:0 1 auto; }

.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
.bp3-button-group.bp3-align-left .bp3-button-text,
.bp3-button-group.bp3-align-right .bp3-button-text{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto; }
.bp3-button-group{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex; }
  .bp3-button-group .bp3-button{
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    position:relative;
    z-index:4; }
    .bp3-button-group .bp3-button:focus{
      z-index:5; }
    .bp3-button-group .bp3-button:hover{
      z-index:6; }
    .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
      z-index:7; }
    .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
      z-index:3; }
    .bp3-button-group .bp3-button[class*="bp3-intent-"]{
      z-index:9; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
        z-index:10; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
        z-index:11; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
        z-index:12; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
        z-index:8; }
  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
    border-bottom-left-radius:0;
    border-top-left-radius:0; }
  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
    border-bottom-right-radius:0;
    border-top-right-radius:0;
    margin-right:-1px; }
  .bp3-button-group.bp3-minimal .bp3-button{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none; }
    .bp3-button-group.bp3-minimal .bp3-button:hover{
      background:rgba(167, 182, 194, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026;
      text-decoration:none; }
    .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
      background:rgba(115, 134, 148, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026; }
    .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
      background:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed; }
      .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
        background:rgba(115, 134, 148, 0.3); }
    .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:inherit; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
        background:rgba(138, 155, 168, 0.15); }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
        background:rgba(138, 155, 168, 0.3);
        color:#f5f8fa; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
        background:none;
        color:rgba(167, 182, 194, 0.6);
        cursor:not-allowed; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
          background:rgba(138, 155, 168, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
      color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.15);
        color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(16, 107, 163, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
        stroke:#106ba3; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
        color:#48aff0; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
          background:rgba(19, 124, 189, 0.2);
          color:#48aff0; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
          background:rgba(19, 124, 189, 0.3);
          color:#48aff0; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
          background:none;
          color:rgba(72, 175, 240, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
            background:rgba(19, 124, 189, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
      color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.15);
        color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(13, 128, 80, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
        stroke:#0d8050; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
        color:#3dcc91; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
          background:rgba(15, 153, 96, 0.2);
          color:#3dcc91; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
          background:rgba(15, 153, 96, 0.3);
          color:#3dcc91; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
          background:none;
          color:rgba(61, 204, 145, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
            background:rgba(15, 153, 96, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
      color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.15);
        color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(191, 115, 38, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
        stroke:#bf7326; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
        color:#ffb366; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
          background:rgba(217, 130, 43, 0.2);
          color:#ffb366; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
          background:rgba(217, 130, 43, 0.3);
          color:#ffb366; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
          background:none;
          color:rgba(255, 179, 102, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
            background:rgba(217, 130, 43, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
      color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.15);
        color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(194, 48, 48, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
        stroke:#c23030; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
        color:#ff7373; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
          background:rgba(219, 55, 55, 0.2);
          color:#ff7373; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
          background:rgba(219, 55, 55, 0.3);
          color:#ff7373; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
          background:none;
          color:rgba(255, 115, 115, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
            background:rgba(219, 55, 55, 0.3); }
  .bp3-button-group .bp3-popover-wrapper,
  .bp3-button-group .bp3-popover-target{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-button-group.bp3-fill{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    width:100%; }
  .bp3-button-group .bp3-button.bp3-fill,
  .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-button-group.bp3-vertical{
    -webkit-box-align:stretch;
        -ms-flex-align:stretch;
            align-items:stretch;
    -webkit-box-orient:vertical;
    -webkit-box-direction:normal;
        -ms-flex-direction:column;
            flex-direction:column;
    vertical-align:top; }
    .bp3-button-group.bp3-vertical.bp3-fill{
      height:100%;
      width:unset; }
    .bp3-button-group.bp3-vertical .bp3-button{
      margin-right:0 !important;
      width:100%; }
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
      border-radius:3px 3px 0 0; }
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
      border-radius:0 0 3px 3px; }
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
      margin-bottom:-1px; }
  .bp3-button-group.bp3-align-left .bp3-button{
    text-align:left; }
  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
    margin-right:1px; }
  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
    margin-bottom:1px; }
.bp3-callout{
  font-size:14px;
  line-height:1.5;
  background-color:rgba(138, 155, 168, 0.15);
  border-radius:3px;
  padding:10px 12px 9px;
  position:relative;
  width:100%; }
  .bp3-callout[class*="bp3-icon-"]{
    padding-left:40px; }
    .bp3-callout[class*="bp3-icon-"]::before{
      font-family:"Icons20", sans-serif;
      font-size:20px;
      font-style:normal;
      font-weight:400;
      line-height:1;
      -moz-osx-font-smoothing:grayscale;
      -webkit-font-smoothing:antialiased;
      color:#5c7080;
      left:10px;
      position:absolute;
      top:10px; }
  .bp3-callout.bp3-callout-icon{
    padding-left:40px; }
    .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
      color:#5c7080;
      left:10px;
      position:absolute;
      top:10px; }
  .bp3-callout .bp3-heading{
    line-height:20px;
    margin-bottom:5px;
    margin-top:0; }
    .bp3-callout .bp3-heading:last-child{
      margin-bottom:0; }
  .bp3-dark .bp3-callout{
    background-color:rgba(138, 155, 168, 0.2); }
    .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
      color:#a7b6c2; }
  .bp3-callout.bp3-intent-primary{
    background-color:rgba(19, 124, 189, 0.15); }
    .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-primary .bp3-heading{
      color:#106ba3; }
    .bp3-dark .bp3-callout.bp3-intent-primary{
      background-color:rgba(19, 124, 189, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
        color:#48aff0; }
  .bp3-callout.bp3-intent-success{
    background-color:rgba(15, 153, 96, 0.15); }
    .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-success .bp3-heading{
      color:#0d8050; }
    .bp3-dark .bp3-callout.bp3-intent-success{
      background-color:rgba(15, 153, 96, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
        color:#3dcc91; }
  .bp3-callout.bp3-intent-warning{
    background-color:rgba(217, 130, 43, 0.15); }
    .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-warning .bp3-heading{
      color:#bf7326; }
    .bp3-dark .bp3-callout.bp3-intent-warning{
      background-color:rgba(217, 130, 43, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
        color:#ffb366; }
  .bp3-callout.bp3-intent-danger{
    background-color:rgba(219, 55, 55, 0.15); }
    .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-danger .bp3-heading{
      color:#c23030; }
    .bp3-dark .bp3-callout.bp3-intent-danger{
      background-color:rgba(219, 55, 55, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
        color:#ff7373; }
  .bp3-running-text .bp3-callout{
    margin:20px 0; }
.bp3-card{
  background-color:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
  padding:20px;
  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-card.bp3-dark,
  .bp3-dark .bp3-card{
    background-color:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }

.bp3-elevation-0{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
  .bp3-elevation-0.bp3-dark,
  .bp3-dark .bp3-elevation-0{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }

.bp3-elevation-1{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-1.bp3-dark,
  .bp3-dark .bp3-elevation-1{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-elevation-2{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-2.bp3-dark,
  .bp3-dark .bp3-elevation-2{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }

.bp3-elevation-3{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-3.bp3-dark,
  .bp3-dark .bp3-elevation-3{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }

.bp3-elevation-4{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-4.bp3-dark,
  .bp3-dark .bp3-elevation-4{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }

.bp3-card.bp3-interactive:hover{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  cursor:pointer; }
  .bp3-card.bp3-interactive:hover.bp3-dark,
  .bp3-dark .bp3-card.bp3-interactive:hover{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }

.bp3-card.bp3-interactive:active{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
  opacity:0.9;
  -webkit-transition-duration:0;
          transition-duration:0; }
  .bp3-card.bp3-interactive:active.bp3-dark,
  .bp3-dark .bp3-card.bp3-interactive:active{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-collapse{
  height:0;
  overflow-y:hidden;
  -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-collapse .bp3-collapse-body{
    -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
      display:none; }

.bp3-context-menu .bp3-popover-target{
  display:block; }

.bp3-context-menu-popover-target{
  position:fixed; }

.bp3-divider{
  border-bottom:1px solid rgba(16, 22, 26, 0.15);
  border-right:1px solid rgba(16, 22, 26, 0.15);
  margin:5px; }
  .bp3-dark .bp3-divider{
    border-color:rgba(16, 22, 26, 0.4); }
.bp3-dialog-container{
  opacity:1;
  -webkit-transform:scale(1);
          transform:scale(1);
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  min-height:100%;
  pointer-events:none;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none;
  width:100%; }
  .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
    opacity:0;
    -webkit-transform:scale(0.5);
            transform:scale(0.5); }
  .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
    opacity:1;
    -webkit-transform:scale(1);
            transform:scale(1);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:opacity, -webkit-transform;
    transition-property:opacity, -webkit-transform;
    transition-property:opacity, transform;
    transition-property:opacity, transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
    opacity:1;
    -webkit-transform:scale(1);
            transform:scale(1); }
  .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
    opacity:0;
    -webkit-transform:scale(0.5);
            transform:scale(0.5);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:opacity, -webkit-transform;
    transition-property:opacity, -webkit-transform;
    transition-property:opacity, transform;
    transition-property:opacity, transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }

.bp3-dialog{
  background:#ebf1f5;
  border-radius:6px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin:30px 0;
  padding-bottom:20px;
  pointer-events:all;
  -webkit-user-select:text;
     -moz-user-select:text;
      -ms-user-select:text;
          user-select:text;
  width:500px; }
  .bp3-dialog:focus{
    outline:0; }
  .bp3-dialog.bp3-dark,
  .bp3-dark .bp3-dialog{
    background:#293742;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }

.bp3-dialog-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background:#ffffff;
  border-radius:6px 6px 0 0;
  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  min-height:40px;
  padding-left:20px;
  padding-right:5px;
  z-index:30; }
  .bp3-dialog-header .bp3-icon-large,
  .bp3-dialog-header .bp3-icon{
    color:#5c7080;
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    margin-right:10px; }
  .bp3-dialog-header .bp3-heading{
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    line-height:inherit;
    margin:0; }
    .bp3-dialog-header .bp3-heading:last-child{
      margin-right:20px; }
  .bp3-dark .bp3-dialog-header{
    background:#30404d;
    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-dialog-header .bp3-icon-large,
    .bp3-dark .bp3-dialog-header .bp3-icon{
      color:#a7b6c2; }

.bp3-dialog-body{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  line-height:18px;
  margin:20px; }

.bp3-dialog-footer{
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  margin:0 20px; }

.bp3-dialog-footer-actions{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:end;
      -ms-flex-pack:end;
          justify-content:flex-end; }
  .bp3-dialog-footer-actions .bp3-button{
    margin-left:10px; }
.bp3-multistep-dialog-panels{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex; }

.bp3-multistep-dialog-left-panel{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:1;
      -ms-flex:1;
          flex:1;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column; }
  .bp3-dark .bp3-multistep-dialog-left-panel{
    background:#202b33; }

.bp3-multistep-dialog-right-panel{
  background-color:#f5f8fa;
  border-left:1px solid rgba(16, 22, 26, 0.15);
  border-radius:0 0 6px 0;
  -webkit-box-flex:3;
      -ms-flex:3;
          flex:3;
  min-width:0; }
  .bp3-dark .bp3-multistep-dialog-right-panel{
    background-color:#293742;
    border-left:1px solid rgba(16, 22, 26, 0.4); }

.bp3-multistep-dialog-footer{
  background-color:#ffffff;
  border-radius:0 0 6px 0;
  border-top:1px solid rgba(16, 22, 26, 0.15);
  padding:10px; }
  .bp3-dark .bp3-multistep-dialog-footer{
    background:#30404d;
    border-top:1px solid rgba(16, 22, 26, 0.4); }

.bp3-dialog-step-container{
  background-color:#f5f8fa;
  border-bottom:1px solid rgba(16, 22, 26, 0.15); }
  .bp3-dark .bp3-dialog-step-container{
    background:#293742;
    border-bottom:1px solid rgba(16, 22, 26, 0.4); }
  .bp3-dialog-step-container.bp3-dialog-step-viewed{
    background-color:#ffffff; }
    .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{
      background:#30404d; }

.bp3-dialog-step{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background-color:#f5f8fa;
  border-radius:6px;
  cursor:not-allowed;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  margin:4px;
  padding:6px 14px; }
  .bp3-dark .bp3-dialog-step{
    background:#293742; }
  .bp3-dialog-step-viewed .bp3-dialog-step{
    background-color:#ffffff;
    cursor:pointer; }
    .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{
      background:#30404d; }
  .bp3-dialog-step:hover{
    background-color:#f5f8fa; }
    .bp3-dark .bp3-dialog-step:hover{
      background:#293742; }

.bp3-dialog-step-icon{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background-color:rgba(92, 112, 128, 0.6);
  border-radius:50%;
  color:#ffffff;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  height:25px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  width:25px; }
  .bp3-dark .bp3-dialog-step-icon{
    background-color:rgba(167, 182, 194, 0.6); }
  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{
    background-color:#2b95d6; }
  .bp3-dialog-step-viewed .bp3-dialog-step-icon{
    background-color:#8a9ba8; }

.bp3-dialog-step-title{
  color:rgba(92, 112, 128, 0.6);
  -webkit-box-flex:1;
      -ms-flex:1;
          flex:1;
  padding-left:10px; }
  .bp3-dark .bp3-dialog-step-title{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{
    color:#2b95d6; }
  .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
    color:#182026; }
    .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
      color:#f5f8fa; }
.bp3-drawer{
  background:#ffffff;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin:0;
  padding:0; }
  .bp3-drawer:focus{
    outline:0; }
  .bp3-drawer.bp3-position-top{
    height:50%;
    left:0;
    right:0;
    top:0; }
    .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
      -webkit-transform:translateY(-100%);
              transform:translateY(-100%); }
    .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
      -webkit-transform:translateY(0);
              transform:translateY(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-top.bp3-overlay-exit{
      -webkit-transform:translateY(0);
              transform:translateY(0); }
    .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
      -webkit-transform:translateY(-100%);
              transform:translateY(-100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-position-bottom{
    bottom:0;
    height:50%;
    left:0;
    right:0; }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
      -webkit-transform:translateY(100%);
              transform:translateY(100%); }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
      -webkit-transform:translateY(0);
              transform:translateY(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
      -webkit-transform:translateY(0);
              transform:translateY(0); }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
      -webkit-transform:translateY(100%);
              transform:translateY(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-position-left{
    bottom:0;
    left:0;
    top:0;
    width:50%; }
    .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
      -webkit-transform:translateX(-100%);
              transform:translateX(-100%); }
    .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
      -webkit-transform:translateX(0);
              transform:translateX(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-left.bp3-overlay-exit{
      -webkit-transform:translateX(0);
              transform:translateX(0); }
    .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
      -webkit-transform:translateX(-100%);
              transform:translateX(-100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-position-right{
    bottom:0;
    right:0;
    top:0;
    width:50%; }
    .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
      -webkit-transform:translateX(100%);
              transform:translateX(100%); }
    .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
      -webkit-transform:translateX(0);
              transform:translateX(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-right.bp3-overlay-exit{
      -webkit-transform:translateX(0);
              transform:translateX(0); }
    .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
      -webkit-transform:translateX(100%);
              transform:translateX(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
  .bp3-position-right):not(.bp3-vertical){
    bottom:0;
    right:0;
    top:0;
    width:50%; }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
      -webkit-transform:translateX(100%);
              transform:translateX(100%); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
      -webkit-transform:translateX(0);
              transform:translateX(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
      -webkit-transform:translateX(0);
              transform:translateX(0); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
      -webkit-transform:translateX(100%);
              transform:translateX(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
  .bp3-position-right).bp3-vertical{
    bottom:0;
    height:50%;
    left:0;
    right:0; }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-appear{
      -webkit-transform:translateY(100%);
              transform:translateY(100%); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
      -webkit-transform:translateY(0);
              transform:translateY(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-exit{
      -webkit-transform:translateY(0);
              transform:translateY(0); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
      -webkit-transform:translateY(100%);
              transform:translateY(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-dark,
  .bp3-dark .bp3-drawer{
    background:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }

.bp3-drawer-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  border-radius:0;
  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  min-height:40px;
  padding:5px;
  padding-left:20px;
  position:relative; }
  .bp3-drawer-header .bp3-icon-large,
  .bp3-drawer-header .bp3-icon{
    color:#5c7080;
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    margin-right:10px; }
  .bp3-drawer-header .bp3-heading{
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    line-height:inherit;
    margin:0; }
    .bp3-drawer-header .bp3-heading:last-child{
      margin-right:20px; }
  .bp3-dark .bp3-drawer-header{
    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-drawer-header .bp3-icon-large,
    .bp3-dark .bp3-drawer-header .bp3-icon{
      color:#a7b6c2; }

.bp3-drawer-body{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  line-height:18px;
  overflow:auto; }

.bp3-drawer-footer{
  -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
          box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  padding:10px 20px;
  position:relative; }
  .bp3-dark .bp3-drawer-footer{
    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
.bp3-editable-text{
  cursor:text;
  display:inline-block;
  max-width:100%;
  position:relative;
  vertical-align:top;
  white-space:nowrap; }
  .bp3-editable-text::before{
    bottom:-3px;
    left:-3px;
    position:absolute;
    right:-3px;
    top:-3px;
    border-radius:3px;
    content:"";
    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-editable-text:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
  .bp3-editable-text.bp3-editable-text-editing::before{
    background-color:#ffffff;
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-disabled::before{
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
    color:#137cbd; }
  .bp3-editable-text.bp3-intent-primary:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
  .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
    color:#0f9960; }
  .bp3-editable-text.bp3-intent-success:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
  .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
    color:#d9822b; }
  .bp3-editable-text.bp3-intent-warning:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
  .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
    color:#db3737; }
  .bp3-editable-text.bp3-intent-danger:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
  .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-editable-text:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
  .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
    background-color:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-disabled::before{
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
    color:#48aff0; }
  .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
            box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
    color:#3dcc91; }
  .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
            box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
    color:#ffb366; }
  .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
            box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
    color:#ff7373; }
  .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
            box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-editable-text-input,
.bp3-editable-text-content{
  color:inherit;
  display:inherit;
  font:inherit;
  letter-spacing:inherit;
  max-width:inherit;
  min-width:inherit;
  position:relative;
  resize:none;
  text-transform:inherit;
  vertical-align:top; }

.bp3-editable-text-input{
  background:none;
  border:none;
  -webkit-box-shadow:none;
          box-shadow:none;
  padding:0;
  white-space:pre-wrap;
  width:100%; }
  .bp3-editable-text-input::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input:focus{
    outline:none; }
  .bp3-editable-text-input::-ms-clear{
    display:none; }

.bp3-editable-text-content{
  overflow:hidden;
  padding-right:2px;
  text-overflow:ellipsis;
  white-space:pre; }
  .bp3-editable-text-editing > .bp3-editable-text-content{
    left:0;
    position:absolute;
    visibility:hidden; }
  .bp3-editable-text-placeholder > .bp3-editable-text-content{
    color:rgba(92, 112, 128, 0.6); }
    .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
      color:rgba(167, 182, 194, 0.6); }

.bp3-editable-text.bp3-multiline{
  display:block; }
  .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
    overflow:auto;
    white-space:pre-wrap;
    word-wrap:break-word; }
.bp3-divider{
  border-bottom:1px solid rgba(16, 22, 26, 0.15);
  border-right:1px solid rgba(16, 22, 26, 0.15);
  margin:5px; }
  .bp3-dark .bp3-divider{
    border-color:rgba(16, 22, 26, 0.4); }
.bp3-control-group{
  -webkit-transform:translateZ(0);
          transform:translateZ(0);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:stretch;
      -ms-flex-align:stretch;
          align-items:stretch; }
  .bp3-control-group > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-control-group > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-control-group .bp3-button,
  .bp3-control-group .bp3-html-select,
  .bp3-control-group .bp3-input,
  .bp3-control-group .bp3-select{
    position:relative; }
  .bp3-control-group .bp3-input{
    border-radius:inherit;
    z-index:2; }
    .bp3-control-group .bp3-input:focus{
      border-radius:3px;
      z-index:14; }
    .bp3-control-group .bp3-input[class*="bp3-intent"]{
      z-index:13; }
      .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
        z-index:15; }
    .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
      z-index:1; }
  .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
    z-index:13; }
    .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
      z-index:15; }
  .bp3-control-group .bp3-button,
  .bp3-control-group .bp3-html-select select,
  .bp3-control-group .bp3-select select{
    -webkit-transform:translateZ(0);
            transform:translateZ(0);
    border-radius:inherit;
    z-index:4; }
    .bp3-control-group .bp3-button:focus,
    .bp3-control-group .bp3-html-select select:focus,
    .bp3-control-group .bp3-select select:focus{
      z-index:5; }
    .bp3-control-group .bp3-button:hover,
    .bp3-control-group .bp3-html-select select:hover,
    .bp3-control-group .bp3-select select:hover{
      z-index:6; }
    .bp3-control-group .bp3-button:active,
    .bp3-control-group .bp3-html-select select:active,
    .bp3-control-group .bp3-select select:active{
      z-index:7; }
    .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
    .bp3-control-group .bp3-html-select select[readonly],
    .bp3-control-group .bp3-html-select select:disabled,
    .bp3-control-group .bp3-html-select select.bp3-disabled,
    .bp3-control-group .bp3-select select[readonly],
    .bp3-control-group .bp3-select select:disabled,
    .bp3-control-group .bp3-select select.bp3-disabled{
      z-index:3; }
    .bp3-control-group .bp3-button[class*="bp3-intent"],
    .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
    .bp3-control-group .bp3-select select[class*="bp3-intent"]{
      z-index:9; }
      .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
        z-index:10; }
      .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
        z-index:11; }
      .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
        z-index:12; }
      .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
      .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
      .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
        z-index:8; }
  .bp3-control-group .bp3-input-group > .bp3-icon,
  .bp3-control-group .bp3-input-group > .bp3-button,
  .bp3-control-group .bp3-input-group > .bp3-input-left-container,
  .bp3-control-group .bp3-input-group > .bp3-input-action{
    z-index:16; }
  .bp3-control-group .bp3-select::after,
  .bp3-control-group .bp3-html-select::after,
  .bp3-control-group .bp3-select > .bp3-icon,
  .bp3-control-group .bp3-html-select > .bp3-icon{
    z-index:17; }
  .bp3-control-group .bp3-select:focus-within{
    z-index:5; }
  .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
    margin-right:-1px; }
  .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
    margin-left:6px; }
  .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
    margin-right:0; }
  .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
    margin-left:1px; }
  .bp3-control-group .bp3-popover-wrapper,
  .bp3-control-group .bp3-popover-target{
    border-radius:inherit; }
  .bp3-control-group > :first-child{
    border-radius:3px 0 0 3px; }
  .bp3-control-group > :last-child{
    border-radius:0 3px 3px 0;
    margin-right:0; }
  .bp3-control-group > :only-child{
    border-radius:3px;
    margin-right:0; }
  .bp3-control-group .bp3-input-group .bp3-button{
    border-radius:3px; }
  .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
    border-bottom-left-radius:0;
    border-top-left-radius:0; }
  .bp3-control-group.bp3-fill{
    width:100%; }
  .bp3-control-group > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-control-group.bp3-vertical{
    -webkit-box-orient:vertical;
    -webkit-box-direction:normal;
        -ms-flex-direction:column;
            flex-direction:column; }
    .bp3-control-group.bp3-vertical > *{
      margin-top:-1px; }
    .bp3-control-group.bp3-vertical > :first-child{
      border-radius:3px 3px 0 0;
      margin-top:0; }
    .bp3-control-group.bp3-vertical > :last-child{
      border-radius:0 0 3px 3px; }
.bp3-control{
  cursor:pointer;
  display:block;
  margin-bottom:10px;
  position:relative;
  text-transform:none; }
  .bp3-control input:checked ~ .bp3-control-indicator{
    background-color:#137cbd;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
  .bp3-control:hover input:checked ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
  .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
    background:#0e5a8a;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-control input:disabled:checked ~ .bp3-control-indicator{
    background:rgba(19, 124, 189, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
    background-color:#0e5a8a;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
    background:rgba(14, 90, 138, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-control:not(.bp3-align-right){
    padding-left:26px; }
    .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
      margin-left:-26px; }
  .bp3-control.bp3-align-right{
    padding-right:26px; }
    .bp3-control.bp3-align-right .bp3-control-indicator{
      margin-right:-26px; }
  .bp3-control.bp3-disabled{
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
  .bp3-control.bp3-inline{
    display:inline-block;
    margin-right:20px; }
  .bp3-control input{
    left:0;
    opacity:0;
    position:absolute;
    top:0;
    z-index:-1; }
  .bp3-control .bp3-control-indicator{
    background-clip:padding-box;
    background-color:#f5f8fa;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
    border:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    cursor:pointer;
    display:inline-block;
    font-size:16px;
    height:1em;
    margin-right:10px;
    margin-top:-3px;
    position:relative;
    -webkit-user-select:none;
       -moz-user-select:none;
        -ms-user-select:none;
            user-select:none;
    vertical-align:middle;
    width:1em; }
    .bp3-control .bp3-control-indicator::before{
      content:"";
      display:block;
      height:1em;
      width:1em; }
  .bp3-control:hover .bp3-control-indicator{
    background-color:#ebf1f5; }
  .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
    background:#d8e1e8;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-control input:disabled ~ .bp3-control-indicator{
    background:rgba(206, 217, 224, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none;
    cursor:not-allowed; }
  .bp3-control input:focus ~ .bp3-control-indicator{
    outline:rgba(19, 124, 189, 0.6) auto 2px;
    outline-offset:2px;
    -moz-outline-radius:6px; }
  .bp3-control.bp3-align-right .bp3-control-indicator{
    float:right;
    margin-left:10px;
    margin-top:1px; }
  .bp3-control.bp3-large{
    font-size:16px; }
    .bp3-control.bp3-large:not(.bp3-align-right){
      padding-left:30px; }
      .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
        margin-left:-30px; }
    .bp3-control.bp3-large.bp3-align-right{
      padding-right:30px; }
      .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
        margin-right:-30px; }
    .bp3-control.bp3-large .bp3-control-indicator{
      font-size:20px; }
    .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
      margin-top:0; }
  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
    background-color:#137cbd;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
  .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
  .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
    background:#0e5a8a;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
    background:rgba(19, 124, 189, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
    background-color:#0e5a8a;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
    background:rgba(14, 90, 138, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-control.bp3-checkbox .bp3-control-indicator{
    border-radius:3px; }
  .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
  .bp3-control.bp3-radio .bp3-control-indicator{
    border-radius:50%; }
  .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
    background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
  .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
    opacity:0.5; }
  .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
    -moz-outline-radius:16px; }
  .bp3-control.bp3-switch input ~ .bp3-control-indicator{
    background:rgba(167, 182, 194, 0.5); }
  .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
    background:rgba(115, 134, 148, 0.5); }
  .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
    background:rgba(92, 112, 128, 0.5); }
  .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
    background:rgba(206, 217, 224, 0.5); }
    .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
      background:rgba(255, 255, 255, 0.8); }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
    background:#137cbd; }
  .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
    background:#106ba3; }
  .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
    background:#0e5a8a; }
  .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
    background:rgba(19, 124, 189, 0.5); }
    .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
      background:rgba(255, 255, 255, 0.8); }
  .bp3-control.bp3-switch:not(.bp3-align-right){
    padding-left:38px; }
    .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
      margin-left:-38px; }
  .bp3-control.bp3-switch.bp3-align-right{
    padding-right:38px; }
    .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
      margin-right:-38px; }
  .bp3-control.bp3-switch .bp3-control-indicator{
    border:none;
    border-radius:1.75em;
    -webkit-box-shadow:none !important;
            box-shadow:none !important;
    min-width:1.75em;
    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    width:auto; }
    .bp3-control.bp3-switch .bp3-control-indicator::before{
      background:#ffffff;
      border-radius:50%;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
      height:calc(1em - 4px);
      left:0;
      margin:2px;
      position:absolute;
      -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
      transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
      width:calc(1em - 4px); }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
    left:calc(100% - 1em); }
  .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
    padding-left:45px; }
    .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
      margin-left:-45px; }
  .bp3-control.bp3-switch.bp3-large.bp3-align-right{
    padding-right:45px; }
    .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
      margin-right:-45px; }
  .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
    background:rgba(16, 22, 26, 0.5); }
  .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
    background:rgba(16, 22, 26, 0.7); }
  .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
    background:rgba(16, 22, 26, 0.9); }
  .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
    background:rgba(57, 75, 89, 0.5); }
    .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
      background:rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
    background:#137cbd; }
  .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
    background:#106ba3; }
  .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
    background:#0e5a8a; }
  .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
    background:rgba(14, 90, 138, 0.5); }
    .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
      background:rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
    background:#394b59;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-control.bp3-switch .bp3-switch-inner-text{
    font-size:0.7em;
    text-align:center; }
  .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
    line-height:0;
    margin-left:0.5em;
    margin-right:1.2em;
    visibility:hidden; }
  .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
    line-height:1em;
    margin-left:1.2em;
    margin-right:0.5em;
    visibility:visible; }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
    line-height:1em;
    visibility:visible; }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
    line-height:0;
    visibility:hidden; }
  .bp3-dark .bp3-control{
    color:#f5f8fa; }
    .bp3-dark .bp3-control.bp3-disabled{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-control .bp3-control-indicator{
      background-color:#394b59;
      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-control:hover .bp3-control-indicator{
      background-color:#30404d; }
    .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
      background:#202b33;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      cursor:not-allowed; }
    .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
      color:rgba(167, 182, 194, 0.6); }
.bp3-file-input{
  cursor:pointer;
  display:inline-block;
  height:30px;
  position:relative; }
  .bp3-file-input input{
    margin:0;
    min-width:200px;
    opacity:0; }
    .bp3-file-input input:disabled + .bp3-file-upload-input,
    .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
      background:rgba(206, 217, 224, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed;
      resize:none; }
      .bp3-file-input input:disabled + .bp3-file-upload-input::after,
      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
        background-color:rgba(206, 217, 224, 0.5);
        background-image:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:rgba(92, 112, 128, 0.6);
        cursor:not-allowed;
        outline:none; }
        .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
          background:rgba(206, 217, 224, 0.7); }
      .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
        background:rgba(57, 75, 89, 0.5);
        -webkit-box-shadow:none;
                box-shadow:none;
        color:rgba(167, 182, 194, 0.6); }
        .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
          background-color:rgba(57, 75, 89, 0.5);
          background-image:none;
          -webkit-box-shadow:none;
                  box-shadow:none;
          color:rgba(167, 182, 194, 0.6); }
          .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
          .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
            background:rgba(57, 75, 89, 0.7); }
  .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
    color:#182026; }
  .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
    color:#f5f8fa; }
  .bp3-file-input.bp3-fill{
    width:100%; }
  .bp3-file-input.bp3-large,
  .bp3-large .bp3-file-input{
    height:40px; }
  .bp3-file-input .bp3-file-upload-input-custom-text::after{
    content:attr(bp3-button-text); }

.bp3-file-upload-input{
  -webkit-appearance:none;
     -moz-appearance:none;
          appearance:none;
  background:#ffffff;
  border:none;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
  color:#182026;
  font-size:14px;
  font-weight:400;
  height:30px;
  line-height:30px;
  outline:none;
  padding:0 10px;
  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  vertical-align:middle;
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal;
  color:rgba(92, 112, 128, 0.6);
  left:0;
  padding-right:80px;
  position:absolute;
  right:0;
  top:0;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-file-upload-input::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
    border-radius:30px;
    -webkit-box-sizing:border-box;
            box-sizing:border-box;
    padding-left:10px; }
  .bp3-file-upload-input[readonly]{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
  .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
    background:rgba(206, 217, 224, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    resize:none; }
  .bp3-file-upload-input::after{
    background-color:#f5f8fa;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    color:#182026;
    min-height:24px;
    min-width:24px;
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    border-radius:3px;
    content:"Browse";
    line-height:24px;
    margin:3px;
    position:absolute;
    right:0;
    text-align:center;
    top:0;
    width:70px; }
    .bp3-file-upload-input::after:hover{
      background-clip:padding-box;
      background-color:#ebf1f5;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
    .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
      background-color:#d8e1e8;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
      background-color:rgba(206, 217, 224, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed;
      outline:none; }
      .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
        background:rgba(206, 217, 224, 0.7); }
  .bp3-file-upload-input:hover::after{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
  .bp3-file-upload-input:active::after{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-large .bp3-file-upload-input{
    font-size:16px;
    height:40px;
    line-height:40px;
    padding-right:95px; }
    .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
      padding:0 15px; }
    .bp3-large .bp3-file-upload-input::after{
      min-height:30px;
      min-width:30px;
      line-height:30px;
      margin:5px;
      width:85px; }
  .bp3-dark .bp3-file-upload-input{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa;
    color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-file-upload-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::after{
      background-color:#394b59;
      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
      color:#f5f8fa; }
      .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
        color:#f5f8fa; }
      .bp3-dark .bp3-file-upload-input::after:hover{
        background-color:#30404d;
        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
        background-color:#202b33;
        background-image:none;
        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
      .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
        background-color:rgba(57, 75, 89, 0.5);
        background-image:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:rgba(167, 182, 194, 0.6); }
        .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
          background:rgba(57, 75, 89, 0.7); }
      .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
        background:rgba(16, 22, 26, 0.5);
        stroke:#8a9ba8; }
    .bp3-dark .bp3-file-upload-input:hover::after{
      background-color:#30404d;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-file-upload-input:active::after{
      background-color:#202b33;
      background-image:none;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
.bp3-file-upload-input::after{
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
.bp3-form-group{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin:0 0 15px; }
  .bp3-form-group label.bp3-label{
    margin-bottom:5px; }
  .bp3-form-group .bp3-control{
    margin-top:7px; }
  .bp3-form-group .bp3-form-helper-text{
    color:#5c7080;
    font-size:12px;
    margin-top:5px; }
  .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
    color:#106ba3; }
  .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
    color:#0d8050; }
  .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
    color:#bf7326; }
  .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
    color:#c23030; }
  .bp3-form-group.bp3-inline{
    -webkit-box-align:start;
        -ms-flex-align:start;
            align-items:flex-start;
    -webkit-box-orient:horizontal;
    -webkit-box-direction:normal;
        -ms-flex-direction:row;
            flex-direction:row; }
    .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
      line-height:40px;
      margin:0 10px 0 0; }
    .bp3-form-group.bp3-inline label.bp3-label{
      line-height:30px;
      margin:0 10px 0 0; }
  .bp3-form-group.bp3-disabled .bp3-label,
  .bp3-form-group.bp3-disabled .bp3-text-muted,
  .bp3-form-group.bp3-disabled .bp3-form-helper-text{
    color:rgba(92, 112, 128, 0.6) !important; }
  .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
    color:#48aff0; }
  .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
    color:#3dcc91; }
  .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
    color:#ffb366; }
  .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
    color:#ff7373; }
  .bp3-dark .bp3-form-group .bp3-form-helper-text{
    color:#a7b6c2; }
  .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
  .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
  .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
    color:rgba(167, 182, 194, 0.6) !important; }
.bp3-input-group{
  display:block;
  position:relative; }
  .bp3-input-group .bp3-input{
    position:relative;
    width:100%; }
    .bp3-input-group .bp3-input:not(:first-child){
      padding-left:30px; }
    .bp3-input-group .bp3-input:not(:last-child){
      padding-right:30px; }
  .bp3-input-group .bp3-input-action,
  .bp3-input-group > .bp3-input-left-container,
  .bp3-input-group > .bp3-button,
  .bp3-input-group > .bp3-icon{
    position:absolute;
    top:0; }
    .bp3-input-group .bp3-input-action:first-child,
    .bp3-input-group > .bp3-input-left-container:first-child,
    .bp3-input-group > .bp3-button:first-child,
    .bp3-input-group > .bp3-icon:first-child{
      left:0; }
    .bp3-input-group .bp3-input-action:last-child,
    .bp3-input-group > .bp3-input-left-container:last-child,
    .bp3-input-group > .bp3-button:last-child,
    .bp3-input-group > .bp3-icon:last-child{
      right:0; }
  .bp3-input-group .bp3-button{
    min-height:24px;
    min-width:24px;
    margin:3px;
    padding:0 7px; }
    .bp3-input-group .bp3-button:empty{
      padding:0; }
  .bp3-input-group > .bp3-input-left-container,
  .bp3-input-group > .bp3-icon{
    z-index:1; }
  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group > .bp3-icon{
    color:#5c7080; }
    .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
    .bp3-input-group > .bp3-icon:empty{
      font-family:"Icons16", sans-serif;
      font-size:16px;
      font-style:normal;
      font-weight:400;
      line-height:1;
      -moz-osx-font-smoothing:grayscale;
      -webkit-font-smoothing:antialiased; }
  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group > .bp3-icon,
  .bp3-input-group .bp3-input-action > .bp3-spinner{
    margin:7px; }
  .bp3-input-group .bp3-tag{
    margin:5px; }
  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
    color:#5c7080; }
    .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
      color:#a7b6c2; }
    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
      color:#5c7080; }
  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
    color:rgba(92, 112, 128, 0.6) !important; }
    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
      color:rgba(92, 112, 128, 0.6) !important; }
  .bp3-input-group.bp3-disabled{
    cursor:not-allowed; }
    .bp3-input-group.bp3-disabled .bp3-icon{
      color:rgba(92, 112, 128, 0.6); }
  .bp3-input-group.bp3-large .bp3-button{
    min-height:30px;
    min-width:30px;
    margin:5px; }
  .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group.bp3-large > .bp3-icon,
  .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
    margin:12px; }
  .bp3-input-group.bp3-large .bp3-input{
    font-size:16px;
    height:40px;
    line-height:40px; }
    .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
      padding:0 15px; }
    .bp3-input-group.bp3-large .bp3-input:not(:first-child){
      padding-left:40px; }
    .bp3-input-group.bp3-large .bp3-input:not(:last-child){
      padding-right:40px; }
  .bp3-input-group.bp3-small .bp3-button{
    min-height:20px;
    min-width:20px;
    margin:2px; }
  .bp3-input-group.bp3-small .bp3-tag{
    min-height:20px;
    min-width:20px;
    margin:2px; }
  .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group.bp3-small > .bp3-icon,
  .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
    margin:4px; }
  .bp3-input-group.bp3-small .bp3-input{
    font-size:12px;
    height:24px;
    line-height:24px;
    padding-left:8px;
    padding-right:8px; }
    .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
      padding:0 12px; }
    .bp3-input-group.bp3-small .bp3-input:not(:first-child){
      padding-left:24px; }
    .bp3-input-group.bp3-small .bp3-input:not(:last-child){
      padding-right:24px; }
  .bp3-input-group.bp3-fill{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    width:100%; }
  .bp3-input-group.bp3-round .bp3-button,
  .bp3-input-group.bp3-round .bp3-input,
  .bp3-input-group.bp3-round .bp3-tag{
    border-radius:30px; }
  .bp3-dark .bp3-input-group .bp3-icon{
    color:#a7b6c2; }
  .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-input-group.bp3-intent-primary .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-primary .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
              box-shadow:inset 0 0 0 1px #137cbd; }
    .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-primary > .bp3-icon{
    color:#106ba3; }
    .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
      color:#48aff0; }
  .bp3-input-group.bp3-intent-success .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-success .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
              box-shadow:inset 0 0 0 1px #0f9960; }
    .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-success > .bp3-icon{
    color:#0d8050; }
    .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
      color:#3dcc91; }
  .bp3-input-group.bp3-intent-warning .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-warning .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
              box-shadow:inset 0 0 0 1px #d9822b; }
    .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-warning > .bp3-icon{
    color:#bf7326; }
    .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
      color:#ffb366; }
  .bp3-input-group.bp3-intent-danger .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-danger .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #db3737;
              box-shadow:inset 0 0 0 1px #db3737; }
    .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-danger > .bp3-icon{
    color:#c23030; }
    .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
      color:#ff7373; }
.bp3-input{
  -webkit-appearance:none;
     -moz-appearance:none;
          appearance:none;
  background:#ffffff;
  border:none;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
  color:#182026;
  font-size:14px;
  font-weight:400;
  height:30px;
  line-height:30px;
  outline:none;
  padding:0 10px;
  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  vertical-align:middle; }
  .bp3-input::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input:focus, .bp3-input.bp3-active{
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-input[type="search"], .bp3-input.bp3-round{
    border-radius:30px;
    -webkit-box-sizing:border-box;
            box-sizing:border-box;
    padding-left:10px; }
  .bp3-input[readonly]{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
  .bp3-input:disabled, .bp3-input.bp3-disabled{
    background:rgba(206, 217, 224, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    resize:none; }
  .bp3-input.bp3-large{
    font-size:16px;
    height:40px;
    line-height:40px; }
    .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
      padding:0 15px; }
  .bp3-input.bp3-small{
    font-size:12px;
    height:24px;
    line-height:24px;
    padding-left:8px;
    padding-right:8px; }
    .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
      padding:0 12px; }
  .bp3-input.bp3-fill{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    width:100%; }
  .bp3-dark .bp3-input{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark .bp3-input::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input::placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
  .bp3-input.bp3-intent-primary{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-primary:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-primary[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
              box-shadow:inset 0 0 0 1px #137cbd; }
    .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-primary{
      -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-primary:focus{
        -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #137cbd;
                box-shadow:inset 0 0 0 1px #137cbd; }
      .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input.bp3-intent-success{
    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-success:focus{
      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-success[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
              box-shadow:inset 0 0 0 1px #0f9960; }
    .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-success{
      -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-success:focus{
        -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-success[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #0f9960;
                box-shadow:inset 0 0 0 1px #0f9960; }
      .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input.bp3-intent-warning{
    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-warning:focus{
      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-warning[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
              box-shadow:inset 0 0 0 1px #d9822b; }
    .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-warning{
      -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-warning:focus{
        -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #d9822b;
                box-shadow:inset 0 0 0 1px #d9822b; }
      .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input.bp3-intent-danger{
    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-danger:focus{
      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-danger[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #db3737;
              box-shadow:inset 0 0 0 1px #db3737; }
    .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-danger{
      -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-danger:focus{
        -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #db3737;
                box-shadow:inset 0 0 0 1px #db3737; }
      .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input::-ms-clear{
    display:none; }
textarea.bp3-input{
  max-width:100%;
  padding:10px; }
  textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
    height:auto;
    line-height:inherit; }
  textarea.bp3-input.bp3-small{
    padding:8px; }
  .bp3-dark textarea.bp3-input{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input::placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark textarea.bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
label.bp3-label{
  display:block;
  margin-bottom:15px;
  margin-top:0; }
  label.bp3-label .bp3-html-select,
  label.bp3-label .bp3-input,
  label.bp3-label .bp3-select,
  label.bp3-label .bp3-slider,
  label.bp3-label .bp3-popover-wrapper{
    display:block;
    margin-top:5px;
    text-transform:none; }
  label.bp3-label .bp3-button-group{
    margin-top:5px; }
  label.bp3-label .bp3-select select,
  label.bp3-label .bp3-html-select select{
    font-weight:400;
    vertical-align:top;
    width:100%; }
  label.bp3-label.bp3-disabled,
  label.bp3-label.bp3-disabled .bp3-text-muted{
    color:rgba(92, 112, 128, 0.6); }
  label.bp3-label.bp3-inline{
    line-height:30px; }
    label.bp3-label.bp3-inline .bp3-html-select,
    label.bp3-label.bp3-inline .bp3-input,
    label.bp3-label.bp3-inline .bp3-input-group,
    label.bp3-label.bp3-inline .bp3-select,
    label.bp3-label.bp3-inline .bp3-popover-wrapper{
      display:inline-block;
      margin:0 0 0 5px;
      vertical-align:top; }
    label.bp3-label.bp3-inline .bp3-button-group{
      margin:0 0 0 5px; }
    label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
      margin-left:0; }
    label.bp3-label.bp3-inline.bp3-large{
      line-height:40px; }
  label.bp3-label:not(.bp3-inline) .bp3-popover-target{
    display:block; }
  .bp3-dark label.bp3-label{
    color:#f5f8fa; }
    .bp3-dark label.bp3-label.bp3-disabled,
    .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
      color:rgba(167, 182, 194, 0.6); }
.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
  -webkit-box-flex:1;
      -ms-flex:1 1 14px;
          flex:1 1 14px;
  min-height:0;
  padding:0;
  width:30px; }
  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
    border-radius:0 3px 0 0; }
  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
    border-radius:0 0 3px 0; }

.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
  border-radius:3px 0 0 0; }

.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
  border-radius:0 0 0 3px; }

.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
  width:40px; }

form{
  display:block; }
.bp3-html-select select,
.bp3-select select{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  border:none;
  border-radius:3px;
  cursor:pointer;
  font-size:14px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  padding:5px 10px;
  text-align:left;
  vertical-align:middle;
  background-color:#f5f8fa;
  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
  color:#182026;
  -moz-appearance:none;
  -webkit-appearance:none;
  border-radius:3px;
  height:30px;
  padding:0 25px 0 10px;
  width:100%; }
  .bp3-html-select select > *, .bp3-select select > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-html-select select::before,
  .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
    margin-right:7px; }
  .bp3-html-select select:empty::before,
  .bp3-select select:empty::before,
  .bp3-html-select select > :last-child,
  .bp3-select select > :last-child{
    margin-right:0; }
  .bp3-html-select select:hover,
  .bp3-select select:hover{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
  .bp3-html-select select:active,
  .bp3-select select:active, .bp3-html-select select.bp3-active,
  .bp3-select select.bp3-active{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-html-select select:disabled,
  .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
  .bp3-select select.bp3-disabled{
    background-color:rgba(206, 217, 224, 0.5);
    background-image:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    outline:none; }
    .bp3-html-select select:disabled.bp3-active,
    .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
    .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
    .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
    .bp3-select select.bp3-disabled.bp3-active:hover{
      background:rgba(206, 217, 224, 0.7); }

.bp3-html-select.bp3-minimal select,
.bp3-select.bp3-minimal select{
  background:none;
  -webkit-box-shadow:none;
          box-shadow:none; }
  .bp3-html-select.bp3-minimal select:hover,
  .bp3-select.bp3-minimal select:hover{
    background:rgba(167, 182, 194, 0.3);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:#182026;
    text-decoration:none; }
  .bp3-html-select.bp3-minimal select:active,
  .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
  .bp3-select.bp3-minimal select.bp3-active{
    background:rgba(115, 134, 148, 0.3);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:#182026; }
  .bp3-html-select.bp3-minimal select:disabled,
  .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
  .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
  .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
  .bp3-select.bp3-minimal select.bp3-disabled:hover{
    background:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
    .bp3-html-select.bp3-minimal select:disabled.bp3-active,
    .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
    .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
    .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
    .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
      background:rgba(115, 134, 148, 0.3); }
  .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
  .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:inherit; }
    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
      background:rgba(138, 155, 168, 0.15); }
    .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
      background:rgba(138, 155, 168, 0.3);
      color:#f5f8fa; }
    .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
    .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
    .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
      background:none;
      color:rgba(167, 182, 194, 0.6);
      cursor:not-allowed; }
      .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
        background:rgba(138, 155, 168, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-primary,
  .bp3-select.bp3-minimal select.bp3-intent-primary{
    color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
    .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
    .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
      background:rgba(19, 124, 189, 0.15);
      color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
      background:rgba(19, 124, 189, 0.3);
      color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
      background:none;
      color:rgba(16, 107, 163, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
        background:rgba(19, 124, 189, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
      stroke:#106ba3; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
      color:#48aff0; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.2);
        color:#48aff0; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#48aff0; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(72, 175, 240, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-success,
  .bp3-select.bp3-minimal select.bp3-intent-success{
    color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
    .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
    .bp3-select.bp3-minimal select.bp3-intent-success:hover{
      background:rgba(15, 153, 96, 0.15);
      color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
      background:rgba(15, 153, 96, 0.3);
      color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
      background:none;
      color:rgba(13, 128, 80, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
        background:rgba(15, 153, 96, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
      stroke:#0d8050; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
      color:#3dcc91; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.2);
        color:#3dcc91; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#3dcc91; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(61, 204, 145, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-warning,
  .bp3-select.bp3-minimal select.bp3-intent-warning{
    color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
    .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
    .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
      background:rgba(217, 130, 43, 0.15);
      color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
      background:rgba(217, 130, 43, 0.3);
      color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
      background:none;
      color:rgba(191, 115, 38, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
        background:rgba(217, 130, 43, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
      stroke:#bf7326; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
      color:#ffb366; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.2);
        color:#ffb366; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#ffb366; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(255, 179, 102, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-danger,
  .bp3-select.bp3-minimal select.bp3-intent-danger{
    color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
    .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
    .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
      background:rgba(219, 55, 55, 0.15);
      color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
      background:rgba(219, 55, 55, 0.3);
      color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
      background:none;
      color:rgba(194, 48, 48, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
        background:rgba(219, 55, 55, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
      stroke:#c23030; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
      color:#ff7373; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.2);
        color:#ff7373; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#ff7373; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(255, 115, 115, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }

.bp3-html-select.bp3-large select,
.bp3-select.bp3-large select{
  font-size:16px;
  height:40px;
  padding-right:35px; }

.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
  background-color:#394b59;
  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
  color:#f5f8fa; }
  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
    color:#f5f8fa; }
  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
    background-color:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
    background-color:#202b33;
    background-image:none;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
    background-color:rgba(57, 75, 89, 0.5);
    background-image:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
      background:rgba(57, 75, 89, 0.7); }
  .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
    background:rgba(16, 22, 26, 0.5);
    stroke:#8a9ba8; }

.bp3-html-select select:disabled,
.bp3-select select:disabled{
  background-color:rgba(206, 217, 224, 0.5);
  -webkit-box-shadow:none;
          box-shadow:none;
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-html-select .bp3-icon,
.bp3-select .bp3-icon, .bp3-select::after{
  color:#5c7080;
  pointer-events:none;
  position:absolute;
  right:7px;
  top:7px; }
  .bp3-html-select .bp3-disabled.bp3-icon,
  .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
    color:rgba(92, 112, 128, 0.6); }
.bp3-html-select,
.bp3-select{
  display:inline-block;
  letter-spacing:normal;
  position:relative;
  vertical-align:middle; }
  .bp3-html-select select::-ms-expand,
  .bp3-select select::-ms-expand{
    display:none; }
  .bp3-html-select .bp3-icon,
  .bp3-select .bp3-icon{
    color:#5c7080; }
    .bp3-html-select .bp3-icon:hover,
    .bp3-select .bp3-icon:hover{
      color:#182026; }
    .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
    .bp3-select .bp3-icon{
      color:#a7b6c2; }
      .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
      .bp3-select .bp3-icon:hover{
        color:#f5f8fa; }
  .bp3-html-select.bp3-large::after,
  .bp3-html-select.bp3-large .bp3-icon,
  .bp3-select.bp3-large::after,
  .bp3-select.bp3-large .bp3-icon{
    right:12px;
    top:12px; }
  .bp3-html-select.bp3-fill,
  .bp3-html-select.bp3-fill select,
  .bp3-select.bp3-fill,
  .bp3-select.bp3-fill select{
    width:100%; }
  .bp3-dark .bp3-html-select option, .bp3-dark
  .bp3-select option{
    background-color:#30404d;
    color:#f5f8fa; }
  .bp3-dark .bp3-html-select option:disabled, .bp3-dark
  .bp3-select option:disabled{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-dark .bp3-html-select::after, .bp3-dark
  .bp3-select::after{
    color:#a7b6c2; }

.bp3-select::after{
  font-family:"Icons16", sans-serif;
  font-size:16px;
  font-style:normal;
  font-weight:400;
  line-height:1;
  -moz-osx-font-smoothing:grayscale;
  -webkit-font-smoothing:antialiased;
  content:""; }
.bp3-running-text table, table.bp3-html-table{
  border-spacing:0;
  font-size:14px; }
  .bp3-running-text table th, table.bp3-html-table th,
  .bp3-running-text table td,
  table.bp3-html-table td{
    padding:11px;
    text-align:left;
    vertical-align:top; }
  .bp3-running-text table th, table.bp3-html-table th{
    color:#182026;
    font-weight:600; }
  
  .bp3-running-text table td,
  table.bp3-html-table td{
    color:#182026; }
  .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
  .bp3-running-text table tbody tr:first-child td,
  table.bp3-html-table tbody tr:first-child td,
  .bp3-running-text table tfoot tr:first-child th,
  table.bp3-html-table tfoot tr:first-child th,
  .bp3-running-text table tfoot tr:first-child td,
  table.bp3-html-table tfoot tr:first-child td{
    -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
  .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
    color:#f5f8fa; }
  .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
    color:#f5f8fa; }
  .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
  .bp3-dark .bp3-running-text table tbody tr:first-child td,
  .bp3-running-text .bp3-dark table tbody tr:first-child td,
  .bp3-dark table.bp3-html-table tbody tr:first-child td,
  .bp3-dark .bp3-running-text table tfoot tr:first-child th,
  .bp3-running-text .bp3-dark table tfoot tr:first-child th,
  .bp3-dark table.bp3-html-table tfoot tr:first-child th,
  .bp3-dark .bp3-running-text table tfoot tr:first-child td,
  .bp3-running-text .bp3-dark table tfoot tr:first-child td,
  .bp3-dark table.bp3-html-table tfoot tr:first-child td{
    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }

table.bp3-html-table.bp3-html-table-condensed th,
table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
table.bp3-html-table.bp3-small td{
  padding-bottom:6px;
  padding-top:6px; }

table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
  background:rgba(191, 204, 214, 0.15); }

table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
  -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
          box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }

table.bp3-html-table.bp3-html-table-bordered tbody tr td,
table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
  -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
          box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
  table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
  table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
    -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }

table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
  -webkit-box-shadow:none;
          box-shadow:none; }
  table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
    -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }

table.bp3-html-table.bp3-interactive tbody tr:hover td{
  background-color:rgba(191, 204, 214, 0.3);
  cursor:pointer; }

table.bp3-html-table.bp3-interactive tbody tr:active td{
  background-color:rgba(191, 204, 214, 0.4); }

.bp3-dark table.bp3-html-table{ }
  .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
    background:rgba(92, 112, 128, 0.15); }
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
      -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
              box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
    .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
    background-color:rgba(92, 112, 128, 0.3);
    cursor:pointer; }
  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
    background-color:rgba(92, 112, 128, 0.4); }

.bp3-key-combo{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center; }
  .bp3-key-combo > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-key-combo > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-key-combo::before,
  .bp3-key-combo > *{
    margin-right:5px; }
  .bp3-key-combo:empty::before,
  .bp3-key-combo > :last-child{
    margin-right:0; }

.bp3-hotkey-dialog{
  padding-bottom:0;
  top:40px; }
  .bp3-hotkey-dialog .bp3-dialog-body{
    margin:0;
    padding:0; }
  .bp3-hotkey-dialog .bp3-hotkey-label{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1; }

.bp3-hotkey-column{
  margin:auto;
  max-height:80vh;
  overflow-y:auto;
  padding:30px; }
  .bp3-hotkey-column .bp3-heading{
    margin-bottom:20px; }
    .bp3-hotkey-column .bp3-heading:not(:first-child){
      margin-top:40px; }

.bp3-hotkey{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:justify;
      -ms-flex-pack:justify;
          justify-content:space-between;
  margin-left:0;
  margin-right:0; }
  .bp3-hotkey:not(:last-child){
    margin-bottom:10px; }
.bp3-icon{
  display:inline-block;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  vertical-align:text-bottom; }
  .bp3-icon:not(:empty)::before{
    content:"" !important;
    content:unset !important; }
  .bp3-icon > svg{
    display:block; }
    .bp3-icon > svg:not([fill]){
      fill:currentColor; }

.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
  color:#106ba3; }
  .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
    color:#48aff0; }

.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
  color:#0d8050; }
  .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
    color:#3dcc91; }

.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
  color:#bf7326; }
  .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
    color:#ffb366; }

.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
  color:#c23030; }
  .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
    color:#ff7373; }

span.bp3-icon-standard{
  font-family:"Icons16", sans-serif;
  font-size:16px;
  font-style:normal;
  font-weight:400;
  line-height:1;
  -moz-osx-font-smoothing:grayscale;
  -webkit-font-smoothing:antialiased;
  display:inline-block; }

span.bp3-icon-large{
  font-family:"Icons20", sans-serif;
  font-size:20px;
  font-style:normal;
  font-weight:400;
  line-height:1;
  -moz-osx-font-smoothing:grayscale;
  -webkit-font-smoothing:antialiased;
  display:inline-block; }

span.bp3-icon:empty{
  font-family:"Icons20";
  font-size:inherit;
  font-style:normal;
  font-weight:400;
  line-height:1; }
  span.bp3-icon:empty::before{
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased; }

.bp3-icon-add::before{
  content:""; }

.bp3-icon-add-column-left::before{
  content:""; }

.bp3-icon-add-column-right::before{
  content:""; }

.bp3-icon-add-row-bottom::before{
  content:""; }

.bp3-icon-add-row-top::before{
  content:""; }

.bp3-icon-add-to-artifact::before{
  content:""; }

.bp3-icon-add-to-folder::before{
  content:""; }

.bp3-icon-airplane::before{
  content:""; }

.bp3-icon-align-center::before{
  content:""; }

.bp3-icon-align-justify::before{
  content:""; }

.bp3-icon-align-left::before{
  content:""; }

.bp3-icon-align-right::before{
  content:""; }

.bp3-icon-alignment-bottom::before{
  content:""; }

.bp3-icon-alignment-horizontal-center::before{
  content:""; }

.bp3-icon-alignment-left::before{
  content:""; }

.bp3-icon-alignment-right::before{
  content:""; }

.bp3-icon-alignment-top::before{
  content:""; }

.bp3-icon-alignment-vertical-center::before{
  content:""; }

.bp3-icon-annotation::before{
  content:""; }

.bp3-icon-application::before{
  content:""; }

.bp3-icon-applications::before{
  content:""; }

.bp3-icon-archive::before{
  content:""; }

.bp3-icon-arrow-bottom-left::before{
  content:"↙"; }

.bp3-icon-arrow-bottom-right::before{
  content:"↘"; }

.bp3-icon-arrow-down::before{
  content:"↓"; }

.bp3-icon-arrow-left::before{
  content:"←"; }

.bp3-icon-arrow-right::before{
  content:"→"; }

.bp3-icon-arrow-top-left::before{
  content:"↖"; }

.bp3-icon-arrow-top-right::before{
  content:"↗"; }

.bp3-icon-arrow-up::before{
  content:"↑"; }

.bp3-icon-arrows-horizontal::before{
  content:"↔"; }

.bp3-icon-arrows-vertical::before{
  content:"↕"; }

.bp3-icon-asterisk::before{
  content:"*"; }

.bp3-icon-automatic-updates::before{
  content:""; }

.bp3-icon-badge::before{
  content:""; }

.bp3-icon-ban-circle::before{
  content:""; }

.bp3-icon-bank-account::before{
  content:""; }

.bp3-icon-barcode::before{
  content:""; }

.bp3-icon-blank::before{
  content:""; }

.bp3-icon-blocked-person::before{
  content:""; }

.bp3-icon-bold::before{
  content:""; }

.bp3-icon-book::before{
  content:""; }

.bp3-icon-bookmark::before{
  content:""; }

.bp3-icon-box::before{
  content:""; }

.bp3-icon-briefcase::before{
  content:""; }

.bp3-icon-bring-data::before{
  content:""; }

.bp3-icon-build::before{
  content:""; }

.bp3-icon-calculator::before{
  content:""; }

.bp3-icon-calendar::before{
  content:""; }

.bp3-icon-camera::before{
  content:""; }

.bp3-icon-caret-down::before{
  content:"⌄"; }

.bp3-icon-caret-left::before{
  content:"〈"; }

.bp3-icon-caret-right::before{
  content:"〉"; }

.bp3-icon-caret-up::before{
  content:"⌃"; }

.bp3-icon-cell-tower::before{
  content:""; }

.bp3-icon-changes::before{
  content:""; }

.bp3-icon-chart::before{
  content:""; }

.bp3-icon-chat::before{
  content:""; }

.bp3-icon-chevron-backward::before{
  content:""; }

.bp3-icon-chevron-down::before{
  content:""; }

.bp3-icon-chevron-forward::before{
  content:""; }

.bp3-icon-chevron-left::before{
  content:""; }

.bp3-icon-chevron-right::before{
  content:""; }

.bp3-icon-chevron-up::before{
  content:""; }

.bp3-icon-circle::before{
  content:""; }

.bp3-icon-circle-arrow-down::before{
  content:""; }

.bp3-icon-circle-arrow-left::before{
  content:""; }

.bp3-icon-circle-arrow-right::before{
  content:""; }

.bp3-icon-circle-arrow-up::before{
  content:""; }

.bp3-icon-citation::before{
  content:""; }

.bp3-icon-clean::before{
  content:""; }

.bp3-icon-clipboard::before{
  content:""; }

.bp3-icon-cloud::before{
  content:"☁"; }

.bp3-icon-cloud-download::before{
  content:""; }

.bp3-icon-cloud-upload::before{
  content:""; }

.bp3-icon-code::before{
  content:""; }

.bp3-icon-code-block::before{
  content:""; }

.bp3-icon-cog::before{
  content:""; }

.bp3-icon-collapse-all::before{
  content:""; }

.bp3-icon-column-layout::before{
  content:""; }

.bp3-icon-comment::before{
  content:""; }

.bp3-icon-comparison::before{
  content:""; }

.bp3-icon-compass::before{
  content:""; }

.bp3-icon-compressed::before{
  content:""; }

.bp3-icon-confirm::before{
  content:""; }

.bp3-icon-console::before{
  content:""; }

.bp3-icon-contrast::before{
  content:""; }

.bp3-icon-control::before{
  content:""; }

.bp3-icon-credit-card::before{
  content:""; }

.bp3-icon-cross::before{
  content:"✗"; }

.bp3-icon-crown::before{
  content:""; }

.bp3-icon-cube::before{
  content:""; }

.bp3-icon-cube-add::before{
  content:""; }

.bp3-icon-cube-remove::before{
  content:""; }

.bp3-icon-curved-range-chart::before{
  content:""; }

.bp3-icon-cut::before{
  content:""; }

.bp3-icon-dashboard::before{
  content:""; }

.bp3-icon-data-lineage::before{
  content:""; }

.bp3-icon-database::before{
  content:""; }

.bp3-icon-delete::before{
  content:""; }

.bp3-icon-delta::before{
  content:"Δ"; }

.bp3-icon-derive-column::before{
  content:""; }

.bp3-icon-desktop::before{
  content:""; }

.bp3-icon-diagnosis::before{
  content:""; }

.bp3-icon-diagram-tree::before{
  content:""; }

.bp3-icon-direction-left::before{
  content:""; }

.bp3-icon-direction-right::before{
  content:""; }

.bp3-icon-disable::before{
  content:""; }

.bp3-icon-document::before{
  content:""; }

.bp3-icon-document-open::before{
  content:""; }

.bp3-icon-document-share::before{
  content:""; }

.bp3-icon-dollar::before{
  content:"$"; }

.bp3-icon-dot::before{
  content:"•"; }

.bp3-icon-double-caret-horizontal::before{
  content:""; }

.bp3-icon-double-caret-vertical::before{
  content:""; }

.bp3-icon-double-chevron-down::before{
  content:""; }

.bp3-icon-double-chevron-left::before{
  content:""; }

.bp3-icon-double-chevron-right::before{
  content:""; }

.bp3-icon-double-chevron-up::before{
  content:""; }

.bp3-icon-doughnut-chart::before{
  content:""; }

.bp3-icon-download::before{
  content:""; }

.bp3-icon-drag-handle-horizontal::before{
  content:""; }

.bp3-icon-drag-handle-vertical::before{
  content:""; }

.bp3-icon-draw::before{
  content:""; }

.bp3-icon-drive-time::before{
  content:""; }

.bp3-icon-duplicate::before{
  content:""; }

.bp3-icon-edit::before{
  content:"✎"; }

.bp3-icon-eject::before{
  content:"⏏"; }

.bp3-icon-endorsed::before{
  content:""; }

.bp3-icon-envelope::before{
  content:"✉"; }

.bp3-icon-equals::before{
  content:""; }

.bp3-icon-eraser::before{
  content:""; }

.bp3-icon-error::before{
  content:""; }

.bp3-icon-euro::before{
  content:"€"; }

.bp3-icon-exchange::before{
  content:""; }

.bp3-icon-exclude-row::before{
  content:""; }

.bp3-icon-expand-all::before{
  content:""; }

.bp3-icon-export::before{
  content:""; }

.bp3-icon-eye-off::before{
  content:""; }

.bp3-icon-eye-on::before{
  content:""; }

.bp3-icon-eye-open::before{
  content:""; }

.bp3-icon-fast-backward::before{
  content:""; }

.bp3-icon-fast-forward::before{
  content:""; }

.bp3-icon-feed::before{
  content:""; }

.bp3-icon-feed-subscribed::before{
  content:""; }

.bp3-icon-film::before{
  content:""; }

.bp3-icon-filter::before{
  content:""; }

.bp3-icon-filter-keep::before{
  content:""; }

.bp3-icon-filter-list::before{
  content:""; }

.bp3-icon-filter-open::before{
  content:""; }

.bp3-icon-filter-remove::before{
  content:""; }

.bp3-icon-flag::before{
  content:"⚑"; }

.bp3-icon-flame::before{
  content:""; }

.bp3-icon-flash::before{
  content:""; }

.bp3-icon-floppy-disk::before{
  content:""; }

.bp3-icon-flow-branch::before{
  content:""; }

.bp3-icon-flow-end::before{
  content:""; }

.bp3-icon-flow-linear::before{
  content:""; }

.bp3-icon-flow-review::before{
  content:""; }

.bp3-icon-flow-review-branch::before{
  content:""; }

.bp3-icon-flows::before{
  content:""; }

.bp3-icon-folder-close::before{
  content:""; }

.bp3-icon-folder-new::before{
  content:""; }

.bp3-icon-folder-open::before{
  content:""; }

.bp3-icon-folder-shared::before{
  content:""; }

.bp3-icon-folder-shared-open::before{
  content:""; }

.bp3-icon-follower::before{
  content:""; }

.bp3-icon-following::before{
  content:""; }

.bp3-icon-font::before{
  content:""; }

.bp3-icon-fork::before{
  content:""; }

.bp3-icon-form::before{
  content:""; }

.bp3-icon-full-circle::before{
  content:""; }

.bp3-icon-full-stacked-chart::before{
  content:""; }

.bp3-icon-fullscreen::before{
  content:""; }

.bp3-icon-function::before{
  content:""; }

.bp3-icon-gantt-chart::before{
  content:""; }

.bp3-icon-geolocation::before{
  content:""; }

.bp3-icon-geosearch::before{
  content:""; }

.bp3-icon-git-branch::before{
  content:""; }

.bp3-icon-git-commit::before{
  content:""; }

.bp3-icon-git-merge::before{
  content:""; }

.bp3-icon-git-new-branch::before{
  content:""; }

.bp3-icon-git-pull::before{
  content:""; }

.bp3-icon-git-push::before{
  content:""; }

.bp3-icon-git-repo::before{
  content:""; }

.bp3-icon-glass::before{
  content:""; }

.bp3-icon-globe::before{
  content:""; }

.bp3-icon-globe-network::before{
  content:""; }

.bp3-icon-graph::before{
  content:""; }

.bp3-icon-graph-remove::before{
  content:""; }

.bp3-icon-greater-than::before{
  content:""; }

.bp3-icon-greater-than-or-equal-to::before{
  content:""; }

.bp3-icon-grid::before{
  content:""; }

.bp3-icon-grid-view::before{
  content:""; }

.bp3-icon-group-objects::before{
  content:""; }

.bp3-icon-grouped-bar-chart::before{
  content:""; }

.bp3-icon-hand::before{
  content:""; }

.bp3-icon-hand-down::before{
  content:""; }

.bp3-icon-hand-left::before{
  content:""; }

.bp3-icon-hand-right::before{
  content:""; }

.bp3-icon-hand-up::before{
  content:""; }

.bp3-icon-header::before{
  content:""; }

.bp3-icon-header-one::before{
  content:""; }

.bp3-icon-header-two::before{
  content:""; }

.bp3-icon-headset::before{
  content:""; }

.bp3-icon-heart::before{
  content:"♥"; }

.bp3-icon-heart-broken::before{
  content:""; }

.bp3-icon-heat-grid::before{
  content:""; }

.bp3-icon-heatmap::before{
  content:""; }

.bp3-icon-help::before{
  content:"?"; }

.bp3-icon-helper-management::before{
  content:""; }

.bp3-icon-highlight::before{
  content:""; }

.bp3-icon-history::before{
  content:""; }

.bp3-icon-home::before{
  content:"⌂"; }

.bp3-icon-horizontal-bar-chart::before{
  content:""; }

.bp3-icon-horizontal-bar-chart-asc::before{
  content:""; }

.bp3-icon-horizontal-bar-chart-desc::before{
  content:""; }

.bp3-icon-horizontal-distribution::before{
  content:""; }

.bp3-icon-id-number::before{
  content:""; }

.bp3-icon-image-rotate-left::before{
  content:""; }

.bp3-icon-image-rotate-right::before{
  content:""; }

.bp3-icon-import::before{
  content:""; }

.bp3-icon-inbox::before{
  content:""; }

.bp3-icon-inbox-filtered::before{
  content:""; }

.bp3-icon-inbox-geo::before{
  content:""; }

.bp3-icon-inbox-search::before{
  content:""; }

.bp3-icon-inbox-update::before{
  content:""; }

.bp3-icon-info-sign::before{
  content:"ℹ"; }

.bp3-icon-inheritance::before{
  content:""; }

.bp3-icon-inner-join::before{
  content:""; }

.bp3-icon-insert::before{
  content:""; }

.bp3-icon-intersection::before{
  content:""; }

.bp3-icon-ip-address::before{
  content:""; }

.bp3-icon-issue::before{
  content:""; }

.bp3-icon-issue-closed::before{
  content:""; }

.bp3-icon-issue-new::before{
  content:""; }

.bp3-icon-italic::before{
  content:""; }

.bp3-icon-join-table::before{
  content:""; }

.bp3-icon-key::before{
  content:""; }

.bp3-icon-key-backspace::before{
  content:""; }

.bp3-icon-key-command::before{
  content:""; }

.bp3-icon-key-control::before{
  content:""; }

.bp3-icon-key-delete::before{
  content:""; }

.bp3-icon-key-enter::before{
  content:""; }

.bp3-icon-key-escape::before{
  content:""; }

.bp3-icon-key-option::before{
  content:""; }

.bp3-icon-key-shift::before{
  content:""; }

.bp3-icon-key-tab::before{
  content:""; }

.bp3-icon-known-vehicle::before{
  content:""; }

.bp3-icon-lab-test::before{
  content:""; }

.bp3-icon-label::before{
  content:""; }

.bp3-icon-layer::before{
  content:""; }

.bp3-icon-layers::before{
  content:""; }

.bp3-icon-layout::before{
  content:""; }

.bp3-icon-layout-auto::before{
  content:""; }

.bp3-icon-layout-balloon::before{
  content:""; }

.bp3-icon-layout-circle::before{
  content:""; }

.bp3-icon-layout-grid::before{
  content:""; }

.bp3-icon-layout-group-by::before{
  content:""; }

.bp3-icon-layout-hierarchy::before{
  content:""; }

.bp3-icon-layout-linear::before{
  content:""; }

.bp3-icon-layout-skew-grid::before{
  content:""; }

.bp3-icon-layout-sorted-clusters::before{
  content:""; }

.bp3-icon-learning::before{
  content:""; }

.bp3-icon-left-join::before{
  content:""; }

.bp3-icon-less-than::before{
  content:""; }

.bp3-icon-less-than-or-equal-to::before{
  content:""; }

.bp3-icon-lifesaver::before{
  content:""; }

.bp3-icon-lightbulb::before{
  content:""; }

.bp3-icon-link::before{
  content:""; }

.bp3-icon-list::before{
  content:"☰"; }

.bp3-icon-list-columns::before{
  content:""; }

.bp3-icon-list-detail-view::before{
  content:""; }

.bp3-icon-locate::before{
  content:""; }

.bp3-icon-lock::before{
  content:""; }

.bp3-icon-log-in::before{
  content:""; }

.bp3-icon-log-out::before{
  content:""; }

.bp3-icon-manual::before{
  content:""; }

.bp3-icon-manually-entered-data::before{
  content:""; }

.bp3-icon-map::before{
  content:""; }

.bp3-icon-map-create::before{
  content:""; }

.bp3-icon-map-marker::before{
  content:""; }

.bp3-icon-maximize::before{
  content:""; }

.bp3-icon-media::before{
  content:""; }

.bp3-icon-menu::before{
  content:""; }

.bp3-icon-menu-closed::before{
  content:""; }

.bp3-icon-menu-open::before{
  content:""; }

.bp3-icon-merge-columns::before{
  content:""; }

.bp3-icon-merge-links::before{
  content:""; }

.bp3-icon-minimize::before{
  content:""; }

.bp3-icon-minus::before{
  content:"−"; }

.bp3-icon-mobile-phone::before{
  content:""; }

.bp3-icon-mobile-video::before{
  content:""; }

.bp3-icon-moon::before{
  content:""; }

.bp3-icon-more::before{
  content:""; }

.bp3-icon-mountain::before{
  content:""; }

.bp3-icon-move::before{
  content:""; }

.bp3-icon-mugshot::before{
  content:""; }

.bp3-icon-multi-select::before{
  content:""; }

.bp3-icon-music::before{
  content:""; }

.bp3-icon-new-drawing::before{
  content:""; }

.bp3-icon-new-grid-item::before{
  content:""; }

.bp3-icon-new-layer::before{
  content:""; }

.bp3-icon-new-layers::before{
  content:""; }

.bp3-icon-new-link::before{
  content:""; }

.bp3-icon-new-object::before{
  content:""; }

.bp3-icon-new-person::before{
  content:""; }

.bp3-icon-new-prescription::before{
  content:""; }

.bp3-icon-new-text-box::before{
  content:""; }

.bp3-icon-ninja::before{
  content:""; }

.bp3-icon-not-equal-to::before{
  content:""; }

.bp3-icon-notifications::before{
  content:""; }

.bp3-icon-notifications-updated::before{
  content:""; }

.bp3-icon-numbered-list::before{
  content:""; }

.bp3-icon-numerical::before{
  content:""; }

.bp3-icon-office::before{
  content:""; }

.bp3-icon-offline::before{
  content:""; }

.bp3-icon-oil-field::before{
  content:""; }

.bp3-icon-one-column::before{
  content:""; }

.bp3-icon-outdated::before{
  content:""; }

.bp3-icon-page-layout::before{
  content:""; }

.bp3-icon-panel-stats::before{
  content:""; }

.bp3-icon-panel-table::before{
  content:""; }

.bp3-icon-paperclip::before{
  content:""; }

.bp3-icon-paragraph::before{
  content:""; }

.bp3-icon-path::before{
  content:""; }

.bp3-icon-path-search::before{
  content:""; }

.bp3-icon-pause::before{
  content:""; }

.bp3-icon-people::before{
  content:""; }

.bp3-icon-percentage::before{
  content:""; }

.bp3-icon-person::before{
  content:""; }

.bp3-icon-phone::before{
  content:"☎"; }

.bp3-icon-pie-chart::before{
  content:""; }

.bp3-icon-pin::before{
  content:""; }

.bp3-icon-pivot::before{
  content:""; }

.bp3-icon-pivot-table::before{
  content:""; }

.bp3-icon-play::before{
  content:""; }

.bp3-icon-plus::before{
  content:"+"; }

.bp3-icon-polygon-filter::before{
  content:""; }

.bp3-icon-power::before{
  content:""; }

.bp3-icon-predictive-analysis::before{
  content:""; }

.bp3-icon-prescription::before{
  content:""; }

.bp3-icon-presentation::before{
  content:""; }

.bp3-icon-print::before{
  content:"⎙"; }

.bp3-icon-projects::before{
  content:""; }

.bp3-icon-properties::before{
  content:""; }

.bp3-icon-property::before{
  content:""; }

.bp3-icon-publish-function::before{
  content:""; }

.bp3-icon-pulse::before{
  content:""; }

.bp3-icon-random::before{
  content:""; }

.bp3-icon-record::before{
  content:""; }

.bp3-icon-redo::before{
  content:""; }

.bp3-icon-refresh::before{
  content:""; }

.bp3-icon-regression-chart::before{
  content:""; }

.bp3-icon-remove::before{
  content:""; }

.bp3-icon-remove-column::before{
  content:""; }

.bp3-icon-remove-column-left::before{
  content:""; }

.bp3-icon-remove-column-right::before{
  content:""; }

.bp3-icon-remove-row-bottom::before{
  content:""; }

.bp3-icon-remove-row-top::before{
  content:""; }

.bp3-icon-repeat::before{
  content:""; }

.bp3-icon-reset::before{
  content:""; }

.bp3-icon-resolve::before{
  content:""; }

.bp3-icon-rig::before{
  content:""; }

.bp3-icon-right-join::before{
  content:""; }

.bp3-icon-ring::before{
  content:""; }

.bp3-icon-rotate-document::before{
  content:""; }

.bp3-icon-rotate-page::before{
  content:""; }

.bp3-icon-satellite::before{
  content:""; }

.bp3-icon-saved::before{
  content:""; }

.bp3-icon-scatter-plot::before{
  content:""; }

.bp3-icon-search::before{
  content:""; }

.bp3-icon-search-around::before{
  content:""; }

.bp3-icon-search-template::before{
  content:""; }

.bp3-icon-search-text::before{
  content:""; }

.bp3-icon-segmented-control::before{
  content:""; }

.bp3-icon-select::before{
  content:""; }

.bp3-icon-selection::before{
  content:"⦿"; }

.bp3-icon-send-to::before{
  content:""; }

.bp3-icon-send-to-graph::before{
  content:""; }

.bp3-icon-send-to-map::before{
  content:""; }

.bp3-icon-series-add::before{
  content:""; }

.bp3-icon-series-configuration::before{
  content:""; }

.bp3-icon-series-derived::before{
  content:""; }

.bp3-icon-series-filtered::before{
  content:""; }

.bp3-icon-series-search::before{
  content:""; }

.bp3-icon-settings::before{
  content:""; }

.bp3-icon-share::before{
  content:""; }

.bp3-icon-shield::before{
  content:""; }

.bp3-icon-shop::before{
  content:""; }

.bp3-icon-shopping-cart::before{
  content:""; }

.bp3-icon-signal-search::before{
  content:""; }

.bp3-icon-sim-card::before{
  content:""; }

.bp3-icon-slash::before{
  content:""; }

.bp3-icon-small-cross::before{
  content:""; }

.bp3-icon-small-minus::before{
  content:""; }

.bp3-icon-small-plus::before{
  content:""; }

.bp3-icon-small-tick::before{
  content:""; }

.bp3-icon-snowflake::before{
  content:""; }

.bp3-icon-social-media::before{
  content:""; }

.bp3-icon-sort::before{
  content:""; }

.bp3-icon-sort-alphabetical::before{
  content:""; }

.bp3-icon-sort-alphabetical-desc::before{
  content:""; }

.bp3-icon-sort-asc::before{
  content:""; }

.bp3-icon-sort-desc::before{
  content:""; }

.bp3-icon-sort-numerical::before{
  content:""; }

.bp3-icon-sort-numerical-desc::before{
  content:""; }

.bp3-icon-split-columns::before{
  content:""; }

.bp3-icon-square::before{
  content:""; }

.bp3-icon-stacked-chart::before{
  content:""; }

.bp3-icon-star::before{
  content:"★"; }

.bp3-icon-star-empty::before{
  content:"☆"; }

.bp3-icon-step-backward::before{
  content:""; }

.bp3-icon-step-chart::before{
  content:""; }

.bp3-icon-step-forward::before{
  content:""; }

.bp3-icon-stop::before{
  content:""; }

.bp3-icon-stopwatch::before{
  content:""; }

.bp3-icon-strikethrough::before{
  content:""; }

.bp3-icon-style::before{
  content:""; }

.bp3-icon-swap-horizontal::before{
  content:""; }

.bp3-icon-swap-vertical::before{
  content:""; }

.bp3-icon-symbol-circle::before{
  content:""; }

.bp3-icon-symbol-cross::before{
  content:""; }

.bp3-icon-symbol-diamond::before{
  content:""; }

.bp3-icon-symbol-square::before{
  content:""; }

.bp3-icon-symbol-triangle-down::before{
  content:""; }

.bp3-icon-symbol-triangle-up::before{
  content:""; }

.bp3-icon-tag::before{
  content:""; }

.bp3-icon-take-action::before{
  content:""; }

.bp3-icon-taxi::before{
  content:""; }

.bp3-icon-text-highlight::before{
  content:""; }

.bp3-icon-th::before{
  content:""; }

.bp3-icon-th-derived::before{
  content:""; }

.bp3-icon-th-disconnect::before{
  content:""; }

.bp3-icon-th-filtered::before{
  content:""; }

.bp3-icon-th-list::before{
  content:""; }

.bp3-icon-thumbs-down::before{
  content:""; }

.bp3-icon-thumbs-up::before{
  content:""; }

.bp3-icon-tick::before{
  content:"✓"; }

.bp3-icon-tick-circle::before{
  content:""; }

.bp3-icon-time::before{
  content:"⏲"; }

.bp3-icon-timeline-area-chart::before{
  content:""; }

.bp3-icon-timeline-bar-chart::before{
  content:""; }

.bp3-icon-timeline-events::before{
  content:""; }

.bp3-icon-timeline-line-chart::before{
  content:""; }

.bp3-icon-tint::before{
  content:""; }

.bp3-icon-torch::before{
  content:""; }

.bp3-icon-tractor::before{
  content:""; }

.bp3-icon-train::before{
  content:""; }

.bp3-icon-translate::before{
  content:""; }

.bp3-icon-trash::before{
  content:""; }

.bp3-icon-tree::before{
  content:""; }

.bp3-icon-trending-down::before{
  content:""; }

.bp3-icon-trending-up::before{
  content:""; }

.bp3-icon-truck::before{
  content:""; }

.bp3-icon-two-columns::before{
  content:""; }

.bp3-icon-unarchive::before{
  content:""; }

.bp3-icon-underline::before{
  content:"⎁"; }

.bp3-icon-undo::before{
  content:"⎌"; }

.bp3-icon-ungroup-objects::before{
  content:""; }

.bp3-icon-unknown-vehicle::before{
  content:""; }

.bp3-icon-unlock::before{
  content:""; }

.bp3-icon-unpin::before{
  content:""; }

.bp3-icon-unresolve::before{
  content:""; }

.bp3-icon-updated::before{
  content:""; }

.bp3-icon-upload::before{
  content:""; }

.bp3-icon-user::before{
  content:""; }

.bp3-icon-variable::before{
  content:""; }

.bp3-icon-vertical-bar-chart-asc::before{
  content:""; }

.bp3-icon-vertical-bar-chart-desc::before{
  content:""; }

.bp3-icon-vertical-distribution::before{
  content:""; }

.bp3-icon-video::before{
  content:""; }

.bp3-icon-volume-down::before{
  content:""; }

.bp3-icon-volume-off::before{
  content:""; }

.bp3-icon-volume-up::before{
  content:""; }

.bp3-icon-walk::before{
  content:""; }

.bp3-icon-warning-sign::before{
  content:""; }

.bp3-icon-waterfall-chart::before{
  content:""; }

.bp3-icon-widget::before{
  content:""; }

.bp3-icon-widget-button::before{
  content:""; }

.bp3-icon-widget-footer::before{
  content:""; }

.bp3-icon-widget-header::before{
  content:""; }

.bp3-icon-wrench::before{
  content:""; }

.bp3-icon-zoom-in::before{
  content:""; }

.bp3-icon-zoom-out::before{
  content:""; }

.bp3-icon-zoom-to-fit::before{
  content:""; }
.bp3-submenu > .bp3-popover-wrapper{
  display:block; }

.bp3-submenu .bp3-popover-target{
  display:block; }
  .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }

.bp3-submenu.bp3-popover{
  -webkit-box-shadow:none;
          box-shadow:none;
  padding:0 5px; }
  .bp3-submenu.bp3-popover > .bp3-popover-content{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
    -webkit-box-shadow:none;
            box-shadow:none; }
    .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
.bp3-menu{
  background:#ffffff;
  border-radius:3px;
  color:#182026;
  list-style:none;
  margin:0;
  min-width:180px;
  padding:5px;
  text-align:left; }

.bp3-menu-divider{
  border-top:1px solid rgba(16, 22, 26, 0.15);
  display:block;
  margin:5px; }
  .bp3-dark .bp3-menu-divider{
    border-top-color:rgba(255, 255, 255, 0.15); }

.bp3-menu-item{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:start;
      -ms-flex-align:start;
          align-items:flex-start;
  border-radius:2px;
  color:inherit;
  line-height:20px;
  padding:5px 7px;
  text-decoration:none;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-menu-item > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-menu-item > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-menu-item::before,
  .bp3-menu-item > *{
    margin-right:7px; }
  .bp3-menu-item:empty::before,
  .bp3-menu-item > :last-child{
    margin-right:0; }
  .bp3-menu-item > .bp3-fill{
    word-break:break-word; }
  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
    background-color:rgba(167, 182, 194, 0.3);
    cursor:pointer;
    text-decoration:none; }
  .bp3-menu-item.bp3-disabled{
    background-color:inherit;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
  .bp3-dark .bp3-menu-item{
    color:inherit; }
    .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
      background-color:rgba(138, 155, 168, 0.15);
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-disabled{
      background-color:inherit;
      color:rgba(167, 182, 194, 0.6); }
  .bp3-menu-item.bp3-intent-primary{
    color:#106ba3; }
    .bp3-menu-item.bp3-intent-primary .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
    .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
      color:#106ba3; }
    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
      background-color:#137cbd; }
    .bp3-menu-item.bp3-intent-primary:active{
      background-color:#106ba3; }
    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
    .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
    .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item.bp3-intent-success{
    color:#0d8050; }
    .bp3-menu-item.bp3-intent-success .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
    .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
      color:#0d8050; }
    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
      background-color:#0f9960; }
    .bp3-menu-item.bp3-intent-success:active{
      background-color:#0d8050; }
    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
    .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
    .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item.bp3-intent-warning{
    color:#bf7326; }
    .bp3-menu-item.bp3-intent-warning .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
    .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
      color:#bf7326; }
    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
      background-color:#d9822b; }
    .bp3-menu-item.bp3-intent-warning:active{
      background-color:#bf7326; }
    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
    .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
    .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item.bp3-intent-danger{
    color:#c23030; }
    .bp3-menu-item.bp3-intent-danger .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
    .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
      color:#c23030; }
    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
      background-color:#db3737; }
    .bp3-menu-item.bp3-intent-danger:active{
      background-color:#c23030; }
    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
    .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
    .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item::before{
    font-family:"Icons16", sans-serif;
    font-size:16px;
    font-style:normal;
    font-weight:400;
    line-height:1;
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased;
    margin-right:7px; }
  .bp3-menu-item::before,
  .bp3-menu-item > .bp3-icon{
    color:#5c7080;
    margin-top:2px; }
  .bp3-menu-item .bp3-menu-item-label{
    color:#5c7080; }
  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
    color:inherit; }
  .bp3-menu-item.bp3-active, .bp3-menu-item:active{
    background-color:rgba(115, 134, 148, 0.3); }
  .bp3-menu-item.bp3-disabled{
    background-color:inherit !important;
    color:rgba(92, 112, 128, 0.6) !important;
    cursor:not-allowed !important;
    outline:none !important; }
    .bp3-menu-item.bp3-disabled::before,
    .bp3-menu-item.bp3-disabled > .bp3-icon,
    .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
      color:rgba(92, 112, 128, 0.6) !important; }
  .bp3-large .bp3-menu-item{
    font-size:16px;
    line-height:22px;
    padding:9px 7px; }
    .bp3-large .bp3-menu-item .bp3-icon{
      margin-top:3px; }
    .bp3-large .bp3-menu-item::before{
      font-family:"Icons20", sans-serif;
      font-size:20px;
      font-style:normal;
      font-weight:400;
      line-height:1;
      -moz-osx-font-smoothing:grayscale;
      -webkit-font-smoothing:antialiased;
      margin-right:10px;
      margin-top:1px; }

button.bp3-menu-item{
  background:none;
  border:none;
  text-align:left;
  width:100%; }
.bp3-menu-header{
  border-top:1px solid rgba(16, 22, 26, 0.15);
  display:block;
  margin:5px;
  cursor:default;
  padding-left:2px; }
  .bp3-dark .bp3-menu-header{
    border-top-color:rgba(255, 255, 255, 0.15); }
  .bp3-menu-header:first-of-type{
    border-top:none; }
  .bp3-menu-header > h6{
    color:#182026;
    font-weight:600;
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    line-height:17px;
    margin:0;
    padding:10px 7px 0 1px; }
    .bp3-dark .bp3-menu-header > h6{
      color:#f5f8fa; }
  .bp3-menu-header:first-of-type > h6{
    padding-top:0; }
  .bp3-large .bp3-menu-header > h6{
    font-size:18px;
    padding-bottom:5px;
    padding-top:15px; }
  .bp3-large .bp3-menu-header:first-of-type > h6{
    padding-top:0; }

.bp3-dark .bp3-menu{
  background:#30404d;
  color:#f5f8fa; }

.bp3-dark .bp3-menu-item{ }
  .bp3-dark .bp3-menu-item.bp3-intent-primary{
    color:#48aff0; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
      color:#48aff0; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
      background-color:#137cbd; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
      background-color:#106ba3; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item.bp3-intent-success{
    color:#3dcc91; }
    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
      color:#3dcc91; }
    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
      background-color:#0f9960; }
    .bp3-dark .bp3-menu-item.bp3-intent-success:active{
      background-color:#0d8050; }
    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item.bp3-intent-warning{
    color:#ffb366; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
      color:#ffb366; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
      background-color:#d9822b; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
      background-color:#bf7326; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item.bp3-intent-danger{
    color:#ff7373; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
      color:#ff7373; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
      background-color:#db3737; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
      background-color:#c23030; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item::before,
  .bp3-dark .bp3-menu-item > .bp3-icon{
    color:#a7b6c2; }
  .bp3-dark .bp3-menu-item .bp3-menu-item-label{
    color:#a7b6c2; }
  .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
    background-color:rgba(138, 155, 168, 0.3); }
  .bp3-dark .bp3-menu-item.bp3-disabled{
    color:rgba(167, 182, 194, 0.6) !important; }
    .bp3-dark .bp3-menu-item.bp3-disabled::before,
    .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
    .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
      color:rgba(167, 182, 194, 0.6) !important; }

.bp3-dark .bp3-menu-divider,
.bp3-dark .bp3-menu-header{
  border-color:rgba(255, 255, 255, 0.15); }

.bp3-dark .bp3-menu-header > h6{
  color:#f5f8fa; }

.bp3-label .bp3-menu{
  margin-top:5px; }
.bp3-navbar{
  background-color:#ffffff;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
  height:50px;
  padding:0 15px;
  position:relative;
  width:100%;
  z-index:10; }
  .bp3-navbar.bp3-dark,
  .bp3-dark .bp3-navbar{
    background-color:#394b59; }
  .bp3-navbar.bp3-dark{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-navbar{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-navbar.bp3-fixed-top{
    left:0;
    position:fixed;
    right:0;
    top:0; }

.bp3-navbar-heading{
  font-size:16px;
  margin-right:15px; }

.bp3-navbar-group{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  height:50px; }
  .bp3-navbar-group.bp3-align-left{
    float:left; }
  .bp3-navbar-group.bp3-align-right{
    float:right; }

.bp3-navbar-divider{
  border-left:1px solid rgba(16, 22, 26, 0.15);
  height:20px;
  margin:0 10px; }
  .bp3-dark .bp3-navbar-divider{
    border-left-color:rgba(255, 255, 255, 0.15); }
.bp3-non-ideal-state{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  height:100%;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  text-align:center;
  width:100%; }
  .bp3-non-ideal-state > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-non-ideal-state > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-non-ideal-state::before,
  .bp3-non-ideal-state > *{
    margin-bottom:20px; }
  .bp3-non-ideal-state:empty::before,
  .bp3-non-ideal-state > :last-child{
    margin-bottom:0; }
  .bp3-non-ideal-state > *{
    max-width:400px; }

.bp3-non-ideal-state-visual{
  color:rgba(92, 112, 128, 0.6);
  font-size:60px; }
  .bp3-dark .bp3-non-ideal-state-visual{
    color:rgba(167, 182, 194, 0.6); }

.bp3-overflow-list{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-wrap:nowrap;
      flex-wrap:nowrap;
  min-width:0; }

.bp3-overflow-list-spacer{
  -ms-flex-negative:1;
      flex-shrink:1;
  width:1px; }

body.bp3-overlay-open{
  overflow:hidden; }

.bp3-overlay{
  bottom:0;
  left:0;
  position:static;
  right:0;
  top:0;
  z-index:20; }
  .bp3-overlay:not(.bp3-overlay-open){
    pointer-events:none; }
  .bp3-overlay.bp3-overlay-container{
    overflow:hidden;
    position:fixed; }
    .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
      position:absolute; }
  .bp3-overlay.bp3-overlay-scroll-container{
    overflow:auto;
    position:fixed; }
    .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
      position:absolute; }
  .bp3-overlay.bp3-overlay-inline{
    display:inline;
    overflow:visible; }

.bp3-overlay-content{
  position:fixed;
  z-index:20; }
  .bp3-overlay-inline .bp3-overlay-content,
  .bp3-overlay-scroll-container .bp3-overlay-content{
    position:absolute; }

.bp3-overlay-backdrop{
  bottom:0;
  left:0;
  position:fixed;
  right:0;
  top:0;
  opacity:1;
  background-color:rgba(16, 22, 26, 0.7);
  overflow:auto;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none;
  z-index:20; }
  .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
    opacity:0; }
  .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
    opacity:1;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-overlay-backdrop.bp3-overlay-exit{
    opacity:1; }
  .bp3-overlay-backdrop.bp3-overlay-exit-active{
    opacity:0;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-overlay-backdrop:focus{
    outline:none; }
  .bp3-overlay-inline .bp3-overlay-backdrop{
    position:absolute; }
.bp3-panel-stack{
  overflow:hidden;
  position:relative; }

.bp3-panel-stack-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
          box-shadow:0 1px rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-negative:0;
      flex-shrink:0;
  height:30px;
  z-index:1; }
  .bp3-dark .bp3-panel-stack-header{
    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
  .bp3-panel-stack-header > span{
    -webkit-box-align:stretch;
        -ms-flex-align:stretch;
            align-items:stretch;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-flex:1;
        -ms-flex:1;
            flex:1; }
  .bp3-panel-stack-header .bp3-heading{
    margin:0 5px; }

.bp3-button.bp3-panel-stack-header-back{
  margin-left:5px;
  padding-left:0;
  white-space:nowrap; }
  .bp3-button.bp3-panel-stack-header-back .bp3-icon{
    margin:0 2px; }

.bp3-panel-stack-view{
  bottom:0;
  left:0;
  position:absolute;
  right:0;
  top:0;
  background-color:#ffffff;
  border-right:1px solid rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin-right:-1px;
  overflow-y:auto;
  z-index:1; }
  .bp3-dark .bp3-panel-stack-view{
    background-color:#30404d; }
  .bp3-panel-stack-view:nth-last-child(n + 4){
    display:none; }

.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0; }

.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack-push .bp3-panel-stack-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack-push .bp3-panel-stack-exit-active{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0; }

.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack-pop .bp3-panel-stack-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }
.bp3-panel-stack2{
  overflow:hidden;
  position:relative; }

.bp3-panel-stack2-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
          box-shadow:0 1px rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-negative:0;
      flex-shrink:0;
  height:30px;
  z-index:1; }
  .bp3-dark .bp3-panel-stack2-header{
    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
  .bp3-panel-stack2-header > span{
    -webkit-box-align:stretch;
        -ms-flex-align:stretch;
            align-items:stretch;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-flex:1;
        -ms-flex:1;
            flex:1; }
  .bp3-panel-stack2-header .bp3-heading{
    margin:0 5px; }

.bp3-button.bp3-panel-stack2-header-back{
  margin-left:5px;
  padding-left:0;
  white-space:nowrap; }
  .bp3-button.bp3-panel-stack2-header-back .bp3-icon{
    margin:0 2px; }

.bp3-panel-stack2-view{
  bottom:0;
  left:0;
  position:absolute;
  right:0;
  top:0;
  background-color:#ffffff;
  border-right:1px solid rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin-right:-1px;
  overflow-y:auto;
  z-index:1; }
  .bp3-dark .bp3-panel-stack2-view{
    background-color:#30404d; }
  .bp3-panel-stack2-view:nth-last-child(n + 4){
    display:none; }

.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0; }

.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack2-push .bp3-panel-stack2-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0; }

.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack2-pop .bp3-panel-stack2-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }
.bp3-popover{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  -webkit-transform:scale(1);
          transform:scale(1);
  border-radius:3px;
  display:inline-block;
  z-index:20; }
  .bp3-popover .bp3-popover-arrow{
    height:30px;
    position:absolute;
    width:30px; }
    .bp3-popover .bp3-popover-arrow::before{
      height:20px;
      margin:5px;
      width:20px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
    margin-bottom:17px;
    margin-top:-17px; }
    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
      bottom:-11px; }
      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(-90deg);
                transform:rotate(-90deg); }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
    margin-left:17px; }
    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
      left:-11px; }
      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(0);
                transform:rotate(0); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
    margin-top:17px; }
    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
      top:-11px; }
      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(90deg);
                transform:rotate(90deg); }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
    margin-left:-17px;
    margin-right:17px; }
    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
      right:-11px; }
      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(180deg);
                transform:rotate(180deg); }
  .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
    top:50%;
    -webkit-transform:translateY(-50%);
            transform:translateY(-50%); }
  .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
    right:50%;
    -webkit-transform:translateX(50%);
            transform:translateX(50%); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
    top:-0.3934px; }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
    right:-0.3934px; }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
    left:-0.3934px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
    bottom:-0.3934px; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
    -webkit-transform-origin:top left;
            transform-origin:top left; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
    -webkit-transform-origin:top center;
            transform-origin:top center; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
    -webkit-transform-origin:top right;
            transform-origin:top right; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
    -webkit-transform-origin:center left;
            transform-origin:center left; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
    -webkit-transform-origin:center center;
            transform-origin:center center; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
    -webkit-transform-origin:center right;
            transform-origin:center right; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
    -webkit-transform-origin:bottom left;
            transform-origin:bottom left; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
    -webkit-transform-origin:bottom center;
            transform-origin:bottom center; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
    -webkit-transform-origin:bottom right;
            transform-origin:bottom right; }
  .bp3-popover .bp3-popover-content{
    background:#ffffff;
    color:inherit; }
  .bp3-popover .bp3-popover-arrow::before{
    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
  .bp3-popover .bp3-popover-arrow-border{
    fill:#10161a;
    fill-opacity:0.1; }
  .bp3-popover .bp3-popover-arrow-fill{
    fill:#ffffff; }
  .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
    -webkit-transform:scale(0.3);
            transform:scale(0.3); }
  .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
    -webkit-transform:scale(1);
            transform:scale(1);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-popover-exit > .bp3-popover{
    -webkit-transform:scale(1);
            transform:scale(1); }
  .bp3-popover-exit-active > .bp3-popover{
    -webkit-transform:scale(0.3);
            transform:scale(0.3);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-popover .bp3-popover-content{
    border-radius:3px;
    position:relative; }
  .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
    max-width:350px;
    padding:20px; }
  .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
    width:350px; }
  .bp3-popover.bp3-minimal{
    margin:0 !important; }
    .bp3-popover.bp3-minimal .bp3-popover-arrow{
      display:none; }
    .bp3-popover.bp3-minimal.bp3-popover{
      -webkit-transform:scale(1);
              transform:scale(1); }
      .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1); }
      .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1);
        -webkit-transition-delay:0;
                transition-delay:0;
        -webkit-transition-duration:100ms;
                transition-duration:100ms;
        -webkit-transition-property:-webkit-transform;
        transition-property:-webkit-transform;
        transition-property:transform;
        transition-property:transform, -webkit-transform;
        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
      .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1); }
      .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1);
        -webkit-transition-delay:0;
                transition-delay:0;
        -webkit-transition-duration:100ms;
                transition-duration:100ms;
        -webkit-transition-property:-webkit-transform;
        transition-property:-webkit-transform;
        transition-property:transform;
        transition-property:transform, -webkit-transform;
        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-popover.bp3-dark,
  .bp3-dark .bp3-popover{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
    .bp3-popover.bp3-dark .bp3-popover-content,
    .bp3-dark .bp3-popover .bp3-popover-content{
      background:#30404d;
      color:inherit; }
    .bp3-popover.bp3-dark .bp3-popover-arrow::before,
    .bp3-dark .bp3-popover .bp3-popover-arrow::before{
      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
    .bp3-popover.bp3-dark .bp3-popover-arrow-border,
    .bp3-dark .bp3-popover .bp3-popover-arrow-border{
      fill:#10161a;
      fill-opacity:0.2; }
    .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
    .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
      fill:#30404d; }

.bp3-popover-arrow::before{
  border-radius:2px;
  content:"";
  display:block;
  position:absolute;
  -webkit-transform:rotate(45deg);
          transform:rotate(45deg); }

.bp3-tether-pinned .bp3-popover-arrow{
  display:none; }

.bp3-popover-backdrop{
  background:rgba(255, 255, 255, 0); }

.bp3-transition-container{
  opacity:1;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  z-index:20; }
  .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
    opacity:0; }
  .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
    opacity:1;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-transition-container.bp3-popover-exit{
    opacity:1; }
  .bp3-transition-container.bp3-popover-exit-active{
    opacity:0;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-transition-container:focus{
    outline:none; }
  .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
    pointer-events:none; }
  .bp3-transition-container[data-x-out-of-boundaries]{
    display:none; }

span.bp3-popover-target{
  display:inline-block; }

.bp3-popover-wrapper.bp3-fill{
  width:100%; }

.bp3-portal{
  left:0;
  position:absolute;
  right:0;
  top:0; }
@-webkit-keyframes linear-progress-bar-stripes{
  from{
    background-position:0 0; }
  to{
    background-position:30px 0; } }
@keyframes linear-progress-bar-stripes{
  from{
    background-position:0 0; }
  to{
    background-position:30px 0; } }

.bp3-progress-bar{
  background:rgba(92, 112, 128, 0.2);
  border-radius:40px;
  display:block;
  height:8px;
  overflow:hidden;
  position:relative;
  width:100%; }
  .bp3-progress-bar .bp3-progress-meter{
    background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
    background-color:rgba(92, 112, 128, 0.8);
    background-size:30px 30px;
    border-radius:40px;
    height:100%;
    position:absolute;
    -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    width:100%; }
  .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
    animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
  .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
    background-image:none; }

.bp3-dark .bp3-progress-bar{
  background:rgba(16, 22, 26, 0.5); }
  .bp3-dark .bp3-progress-bar .bp3-progress-meter{
    background-color:#8a9ba8; }

.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
  background-color:#137cbd; }

.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
  background-color:#0f9960; }

.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
  background-color:#d9822b; }

.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
  background-color:#db3737; }
@-webkit-keyframes skeleton-glow{
  from{
    background:rgba(206, 217, 224, 0.2);
    border-color:rgba(206, 217, 224, 0.2); }
  to{
    background:rgba(92, 112, 128, 0.2);
    border-color:rgba(92, 112, 128, 0.2); } }
@keyframes skeleton-glow{
  from{
    background:rgba(206, 217, 224, 0.2);
    border-color:rgba(206, 217, 224, 0.2); }
  to{
    background:rgba(92, 112, 128, 0.2);
    border-color:rgba(92, 112, 128, 0.2); } }
.bp3-skeleton{
  -webkit-animation:1000ms linear infinite alternate skeleton-glow;
          animation:1000ms linear infinite alternate skeleton-glow;
  background:rgba(206, 217, 224, 0.2);
  background-clip:padding-box !important;
  border-color:rgba(206, 217, 224, 0.2) !important;
  border-radius:2px;
  -webkit-box-shadow:none !important;
          box-shadow:none !important;
  color:transparent !important;
  cursor:default;
  pointer-events:none;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-skeleton::before, .bp3-skeleton::after,
  .bp3-skeleton *{
    visibility:hidden !important; }
.bp3-slider{
  height:40px;
  min-width:150px;
  width:100%;
  cursor:default;
  outline:none;
  position:relative;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-slider:hover{
    cursor:pointer; }
  .bp3-slider:active{
    cursor:-webkit-grabbing;
    cursor:grabbing; }
  .bp3-slider.bp3-disabled{
    cursor:not-allowed;
    opacity:0.5; }
  .bp3-slider.bp3-slider-unlabeled{
    height:16px; }

.bp3-slider-track,
.bp3-slider-progress{
  height:6px;
  left:0;
  right:0;
  top:5px;
  position:absolute; }

.bp3-slider-track{
  border-radius:3px;
  overflow:hidden; }

.bp3-slider-progress{
  background:rgba(92, 112, 128, 0.2); }
  .bp3-dark .bp3-slider-progress{
    background:rgba(16, 22, 26, 0.5); }
  .bp3-slider-progress.bp3-intent-primary{
    background-color:#137cbd; }
  .bp3-slider-progress.bp3-intent-success{
    background-color:#0f9960; }
  .bp3-slider-progress.bp3-intent-warning{
    background-color:#d9822b; }
  .bp3-slider-progress.bp3-intent-danger{
    background-color:#db3737; }

.bp3-slider-handle{
  background-color:#f5f8fa;
  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
  color:#182026;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
  cursor:pointer;
  height:16px;
  left:0;
  position:absolute;
  top:0;
  width:16px; }
  .bp3-slider-handle:hover{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
  .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
    background-color:rgba(206, 217, 224, 0.5);
    background-image:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    outline:none; }
    .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
      background:rgba(206, 217, 224, 0.7); }
  .bp3-slider-handle:focus{
    z-index:1; }
  .bp3-slider-handle:hover{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
    cursor:-webkit-grab;
    cursor:grab;
    z-index:2; }
  .bp3-slider-handle.bp3-active{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
    cursor:-webkit-grabbing;
    cursor:grabbing; }
  .bp3-disabled .bp3-slider-handle{
    background:#bfccd6;
    -webkit-box-shadow:none;
            box-shadow:none;
    pointer-events:none; }
  .bp3-dark .bp3-slider-handle{
    background-color:#394b59;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
      color:#f5f8fa; }
    .bp3-dark .bp3-slider-handle:hover{
      background-color:#30404d;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
      background-color:#202b33;
      background-image:none;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
      background-color:rgba(57, 75, 89, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
      .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
        background:rgba(57, 75, 89, 0.7); }
    .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
      background:rgba(16, 22, 26, 0.5);
      stroke:#8a9ba8; }
    .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
      background-color:#394b59; }
    .bp3-dark .bp3-slider-handle.bp3-active{
      background-color:#293742; }
  .bp3-dark .bp3-disabled .bp3-slider-handle{
    background:#5c7080;
    border-color:#5c7080;
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-slider-handle .bp3-slider-label{
    background:#394b59;
    border-radius:3px;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
    color:#f5f8fa;
    margin-left:8px; }
    .bp3-dark .bp3-slider-handle .bp3-slider-label{
      background:#e1e8ed;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
      color:#394b59; }
    .bp3-disabled .bp3-slider-handle .bp3-slider-label{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
    width:8px; }
  .bp3-slider-handle.bp3-start{
    border-bottom-right-radius:0;
    border-top-right-radius:0; }
  .bp3-slider-handle.bp3-end{
    border-bottom-left-radius:0;
    border-top-left-radius:0;
    margin-left:8px; }
    .bp3-slider-handle.bp3-end .bp3-slider-label{
      margin-left:0; }

.bp3-slider-label{
  -webkit-transform:translate(-50%, 20px);
          transform:translate(-50%, 20px);
  display:inline-block;
  font-size:12px;
  line-height:1;
  padding:2px 5px;
  position:absolute;
  vertical-align:top; }

.bp3-slider.bp3-vertical{
  height:150px;
  min-width:40px;
  width:40px; }
  .bp3-slider.bp3-vertical .bp3-slider-track,
  .bp3-slider.bp3-vertical .bp3-slider-progress{
    bottom:0;
    height:auto;
    left:5px;
    top:0;
    width:6px; }
  .bp3-slider.bp3-vertical .bp3-slider-progress{
    top:auto; }
  .bp3-slider.bp3-vertical .bp3-slider-label{
    -webkit-transform:translate(20px, 50%);
            transform:translate(20px, 50%); }
  .bp3-slider.bp3-vertical .bp3-slider-handle{
    top:auto; }
    .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
      margin-left:0;
      margin-top:-8px; }
    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
      height:8px;
      margin-left:0;
      width:16px; }
    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
      border-bottom-right-radius:3px;
      border-top-left-radius:0; }
      .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
        -webkit-transform:translate(20px);
                transform:translate(20px); }
    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
      border-bottom-left-radius:0;
      border-bottom-right-radius:0;
      border-top-left-radius:3px;
      margin-bottom:8px; }

@-webkit-keyframes pt-spinner-animation{
  from{
    -webkit-transform:rotate(0deg);
            transform:rotate(0deg); }
  to{
    -webkit-transform:rotate(360deg);
            transform:rotate(360deg); } }

@keyframes pt-spinner-animation{
  from{
    -webkit-transform:rotate(0deg);
            transform:rotate(0deg); }
  to{
    -webkit-transform:rotate(360deg);
            transform:rotate(360deg); } }

.bp3-spinner{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  overflow:visible;
  vertical-align:middle; }
  .bp3-spinner svg{
    display:block; }
  .bp3-spinner path{
    fill-opacity:0; }
  .bp3-spinner .bp3-spinner-head{
    stroke:rgba(92, 112, 128, 0.8);
    stroke-linecap:round;
    -webkit-transform-origin:center;
            transform-origin:center;
    -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-spinner .bp3-spinner-track{
    stroke:rgba(92, 112, 128, 0.2); }

.bp3-spinner-animation{
  -webkit-animation:pt-spinner-animation 500ms linear infinite;
          animation:pt-spinner-animation 500ms linear infinite; }
  .bp3-no-spin > .bp3-spinner-animation{
    -webkit-animation:none;
            animation:none; }

.bp3-dark .bp3-spinner .bp3-spinner-head{
  stroke:#8a9ba8; }

.bp3-dark .bp3-spinner .bp3-spinner-track{
  stroke:rgba(16, 22, 26, 0.5); }

.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
  stroke:#137cbd; }

.bp3-spinner.bp3-intent-success .bp3-spinner-head{
  stroke:#0f9960; }

.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
  stroke:#d9822b; }

.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
  stroke:#db3737; }
.bp3-tabs.bp3-vertical{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex; }
  .bp3-tabs.bp3-vertical > .bp3-tab-list{
    -webkit-box-align:start;
        -ms-flex-align:start;
            align-items:flex-start;
    -webkit-box-orient:vertical;
    -webkit-box-direction:normal;
        -ms-flex-direction:column;
            flex-direction:column; }
    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
      border-radius:3px;
      padding:0 10px;
      width:100%; }
      .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
        background-color:rgba(19, 124, 189, 0.2);
        -webkit-box-shadow:none;
                box-shadow:none; }
    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
      background-color:rgba(19, 124, 189, 0.2);
      border-radius:3px;
      bottom:0;
      height:auto;
      left:0;
      right:0;
      top:0; }
  .bp3-tabs.bp3-vertical > .bp3-tab-panel{
    margin-top:0;
    padding-left:20px; }

.bp3-tab-list{
  -webkit-box-align:end;
      -ms-flex-align:end;
          align-items:flex-end;
  border:none;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  list-style:none;
  margin:0;
  padding:0;
  position:relative; }
  .bp3-tab-list > *:not(:last-child){
    margin-right:20px; }

.bp3-tab{
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal;
  color:#182026;
  cursor:pointer;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  font-size:14px;
  line-height:30px;
  max-width:100%;
  position:relative;
  vertical-align:top; }
  .bp3-tab a{
    color:inherit;
    display:block;
    text-decoration:none; }
  .bp3-tab-indicator-wrapper ~ .bp3-tab{
    background-color:transparent !important;
    -webkit-box-shadow:none !important;
            box-shadow:none !important; }
  .bp3-tab[aria-disabled="true"]{
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
  .bp3-tab[aria-selected="true"]{
    border-radius:0;
    -webkit-box-shadow:inset 0 -3px 0 #106ba3;
            box-shadow:inset 0 -3px 0 #106ba3; }
  .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
    color:#106ba3; }
  .bp3-tab:focus{
    -moz-outline-radius:0; }
  .bp3-large > .bp3-tab{
    font-size:16px;
    line-height:40px; }

.bp3-tab-panel{
  margin-top:20px; }
  .bp3-tab-panel[aria-hidden="true"]{
    display:none; }

.bp3-tab-indicator-wrapper{
  left:0;
  pointer-events:none;
  position:absolute;
  top:0;
  -webkit-transform:translateX(0), translateY(0);
          transform:translateX(0), translateY(0);
  -webkit-transition:height, width, -webkit-transform;
  transition:height, width, -webkit-transform;
  transition:height, transform, width;
  transition:height, transform, width, -webkit-transform;
  -webkit-transition-duration:200ms;
          transition-duration:200ms;
  -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
          transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-tab-indicator-wrapper .bp3-tab-indicator{
    background-color:#106ba3;
    bottom:0;
    height:3px;
    left:0;
    position:absolute;
    right:0; }
  .bp3-tab-indicator-wrapper.bp3-no-animation{
    -webkit-transition:none;
    transition:none; }

.bp3-dark .bp3-tab{
  color:#f5f8fa; }
  .bp3-dark .bp3-tab[aria-disabled="true"]{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-dark .bp3-tab[aria-selected="true"]{
    -webkit-box-shadow:inset 0 -3px 0 #48aff0;
            box-shadow:inset 0 -3px 0 #48aff0; }
  .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
    color:#48aff0; }

.bp3-dark .bp3-tab-indicator{
  background-color:#48aff0; }

.bp3-flex-expander{
  -webkit-box-flex:1;
      -ms-flex:1 1;
          flex:1 1; }
.bp3-tag{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background-color:#5c7080;
  border:none;
  border-radius:3px;
  -webkit-box-shadow:none;
          box-shadow:none;
  color:#f5f8fa;
  font-size:12px;
  line-height:16px;
  max-width:100%;
  min-height:20px;
  min-width:20px;
  padding:2px 6px;
  position:relative; }
  .bp3-tag.bp3-interactive{
    cursor:pointer; }
    .bp3-tag.bp3-interactive:hover{
      background-color:rgba(92, 112, 128, 0.85); }
    .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
      background-color:rgba(92, 112, 128, 0.7); }
  .bp3-tag > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-tag > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-tag::before,
  .bp3-tag > *{
    margin-right:4px; }
  .bp3-tag:empty::before,
  .bp3-tag > :last-child{
    margin-right:0; }
  .bp3-tag:focus{
    outline:rgba(19, 124, 189, 0.6) auto 2px;
    outline-offset:0;
    -moz-outline-radius:6px; }
  .bp3-tag.bp3-round{
    border-radius:30px;
    padding-left:8px;
    padding-right:8px; }
  .bp3-dark .bp3-tag{
    background-color:#bfccd6;
    color:#182026; }
    .bp3-dark .bp3-tag.bp3-interactive{
      cursor:pointer; }
      .bp3-dark .bp3-tag.bp3-interactive:hover{
        background-color:rgba(191, 204, 214, 0.85); }
      .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
        background-color:rgba(191, 204, 214, 0.7); }
    .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
      fill:currentColor; }
  .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
    fill:#ffffff; }
  .bp3-tag.bp3-large,
  .bp3-large .bp3-tag{
    font-size:14px;
    line-height:20px;
    min-height:30px;
    min-width:30px;
    padding:5px 10px; }
    .bp3-tag.bp3-large::before,
    .bp3-tag.bp3-large > *,
    .bp3-large .bp3-tag::before,
    .bp3-large .bp3-tag > *{
      margin-right:7px; }
    .bp3-tag.bp3-large:empty::before,
    .bp3-tag.bp3-large > :last-child,
    .bp3-large .bp3-tag:empty::before,
    .bp3-large .bp3-tag > :last-child{
      margin-right:0; }
    .bp3-tag.bp3-large.bp3-round,
    .bp3-large .bp3-tag.bp3-round{
      padding-left:12px;
      padding-right:12px; }
  .bp3-tag.bp3-intent-primary{
    background:#137cbd;
    color:#ffffff; }
    .bp3-tag.bp3-intent-primary.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
        background-color:rgba(19, 124, 189, 0.85); }
      .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
        background-color:rgba(19, 124, 189, 0.7); }
  .bp3-tag.bp3-intent-success{
    background:#0f9960;
    color:#ffffff; }
    .bp3-tag.bp3-intent-success.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-success.bp3-interactive:hover{
        background-color:rgba(15, 153, 96, 0.85); }
      .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
        background-color:rgba(15, 153, 96, 0.7); }
  .bp3-tag.bp3-intent-warning{
    background:#d9822b;
    color:#ffffff; }
    .bp3-tag.bp3-intent-warning.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
        background-color:rgba(217, 130, 43, 0.85); }
      .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
        background-color:rgba(217, 130, 43, 0.7); }
  .bp3-tag.bp3-intent-danger{
    background:#db3737;
    color:#ffffff; }
    .bp3-tag.bp3-intent-danger.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
        background-color:rgba(219, 55, 55, 0.85); }
      .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
        background-color:rgba(219, 55, 55, 0.7); }
  .bp3-tag.bp3-fill{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    width:100%; }
  .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
    fill:#5c7080; }
  .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
    background-color:rgba(138, 155, 168, 0.2);
    color:#182026; }
    .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
        background-color:rgba(92, 112, 128, 0.3); }
      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
        background-color:rgba(92, 112, 128, 0.4); }
    .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
      color:#f5f8fa; }
      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
          background-color:rgba(191, 204, 214, 0.3); }
        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
          background-color:rgba(191, 204, 214, 0.4); }
      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
        fill:#a7b6c2; }
  .bp3-tag.bp3-minimal.bp3-intent-primary{
    background-color:rgba(19, 124, 189, 0.15);
    color:#106ba3; }
    .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
        background-color:rgba(19, 124, 189, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
        background-color:rgba(19, 124, 189, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
      fill:#137cbd; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
      background-color:rgba(19, 124, 189, 0.25);
      color:#48aff0; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
          background-color:rgba(19, 124, 189, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
          background-color:rgba(19, 124, 189, 0.45); }
  .bp3-tag.bp3-minimal.bp3-intent-success{
    background-color:rgba(15, 153, 96, 0.15);
    color:#0d8050; }
    .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
        background-color:rgba(15, 153, 96, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
        background-color:rgba(15, 153, 96, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
      fill:#0f9960; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
      background-color:rgba(15, 153, 96, 0.25);
      color:#3dcc91; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
          background-color:rgba(15, 153, 96, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
          background-color:rgba(15, 153, 96, 0.45); }
  .bp3-tag.bp3-minimal.bp3-intent-warning{
    background-color:rgba(217, 130, 43, 0.15);
    color:#bf7326; }
    .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
        background-color:rgba(217, 130, 43, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
        background-color:rgba(217, 130, 43, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
      fill:#d9822b; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
      background-color:rgba(217, 130, 43, 0.25);
      color:#ffb366; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
          background-color:rgba(217, 130, 43, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
          background-color:rgba(217, 130, 43, 0.45); }
  .bp3-tag.bp3-minimal.bp3-intent-danger{
    background-color:rgba(219, 55, 55, 0.15);
    color:#c23030; }
    .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
        background-color:rgba(219, 55, 55, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
        background-color:rgba(219, 55, 55, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
      fill:#db3737; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
      background-color:rgba(219, 55, 55, 0.25);
      color:#ff7373; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
          background-color:rgba(219, 55, 55, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
          background-color:rgba(219, 55, 55, 0.45); }

.bp3-tag-remove{
  background:none;
  border:none;
  color:inherit;
  cursor:pointer;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  margin-bottom:-2px;
  margin-right:-6px !important;
  margin-top:-2px;
  opacity:0.5;
  padding:2px;
  padding-left:0; }
  .bp3-tag-remove:hover{
    background:none;
    opacity:0.8;
    text-decoration:none; }
  .bp3-tag-remove:active{
    opacity:1; }
  .bp3-tag-remove:empty::before{
    font-family:"Icons16", sans-serif;
    font-size:16px;
    font-style:normal;
    font-weight:400;
    line-height:1;
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased;
    content:""; }
  .bp3-large .bp3-tag-remove{
    margin-right:-10px !important;
    padding:0 5px 0 0; }
    .bp3-large .bp3-tag-remove:empty::before{
      font-family:"Icons20", sans-serif;
      font-size:20px;
      font-style:normal;
      font-weight:400;
      line-height:1; }
.bp3-tag-input{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:start;
      -ms-flex-align:start;
          align-items:flex-start;
  cursor:text;
  height:auto;
  line-height:inherit;
  min-height:30px;
  padding-left:5px;
  padding-right:0; }
  .bp3-tag-input > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-tag-input > .bp3-tag-input-values{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-tag-input .bp3-tag-input-icon{
    color:#5c7080;
    margin-left:2px;
    margin-right:7px;
    margin-top:7px; }
  .bp3-tag-input .bp3-tag-input-values{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-orient:horizontal;
    -webkit-box-direction:normal;
        -ms-flex-direction:row;
            flex-direction:row;
    -webkit-box-align:center;
        -ms-flex-align:center;
            align-items:center;
    -ms-flex-item-align:stretch;
        align-self:stretch;
    -ms-flex-wrap:wrap;
        flex-wrap:wrap;
    margin-right:7px;
    margin-top:5px;
    min-width:0; }
    .bp3-tag-input .bp3-tag-input-values > *{
      -webkit-box-flex:0;
          -ms-flex-positive:0;
              flex-grow:0;
      -ms-flex-negative:0;
          flex-shrink:0; }
    .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
      -webkit-box-flex:1;
          -ms-flex-positive:1;
              flex-grow:1;
      -ms-flex-negative:1;
          flex-shrink:1; }
    .bp3-tag-input .bp3-tag-input-values::before,
    .bp3-tag-input .bp3-tag-input-values > *{
      margin-right:5px; }
    .bp3-tag-input .bp3-tag-input-values:empty::before,
    .bp3-tag-input .bp3-tag-input-values > :last-child{
      margin-right:0; }
    .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
      padding-left:5px; }
    .bp3-tag-input .bp3-tag-input-values > *{
      margin-bottom:5px; }
  .bp3-tag-input .bp3-tag{
    overflow-wrap:break-word; }
    .bp3-tag-input .bp3-tag.bp3-active{
      outline:rgba(19, 124, 189, 0.6) auto 2px;
      outline-offset:0;
      -moz-outline-radius:6px; }
  .bp3-tag-input .bp3-input-ghost{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    line-height:20px;
    width:80px; }
    .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
      cursor:not-allowed; }
  .bp3-tag-input .bp3-button,
  .bp3-tag-input .bp3-spinner{
    margin:3px;
    margin-left:0; }
  .bp3-tag-input .bp3-button{
    min-height:24px;
    min-width:24px;
    padding:0 7px; }
  .bp3-tag-input.bp3-large{
    height:auto;
    min-height:40px; }
    .bp3-tag-input.bp3-large::before,
    .bp3-tag-input.bp3-large > *{
      margin-right:10px; }
    .bp3-tag-input.bp3-large:empty::before,
    .bp3-tag-input.bp3-large > :last-child{
      margin-right:0; }
    .bp3-tag-input.bp3-large .bp3-tag-input-icon{
      margin-left:5px;
      margin-top:10px; }
    .bp3-tag-input.bp3-large .bp3-input-ghost{
      line-height:30px; }
    .bp3-tag-input.bp3-large .bp3-button{
      min-height:30px;
      min-width:30px;
      padding:5px 10px;
      margin:5px;
      margin-left:0; }
    .bp3-tag-input.bp3-large .bp3-spinner{
      margin:8px;
      margin-left:0; }
  .bp3-tag-input.bp3-active{
    background-color:#ffffff;
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-primary{
      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-success{
      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-warning{
      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-danger{
      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
    color:#a7b6c2; }
  .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
    color:#f5f8fa; }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
      color:rgba(167, 182, 194, 0.6); }
  .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
    background-color:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-input-ghost{
  background:none;
  border:none;
  -webkit-box-shadow:none;
          box-shadow:none;
  padding:0; }
  .bp3-input-ghost::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost:focus{
    outline:none !important; }
.bp3-toast{
  -webkit-box-align:start;
      -ms-flex-align:start;
          align-items:flex-start;
  background-color:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  margin:20px 0 0;
  max-width:500px;
  min-width:300px;
  pointer-events:all;
  position:relative !important; }
  .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
    -webkit-transform:translateY(-40px);
            transform:translateY(-40px); }
  .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
    -webkit-transform:translateY(0);
            transform:translateY(0);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
    -webkit-transform:translateY(-40px);
            transform:translateY(-40px); }
  .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
    -webkit-transform:translateY(0);
            transform:translateY(0);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-toast.bp3-toast-exit{
    opacity:1;
    -webkit-filter:blur(0);
            filter:blur(0); }
  .bp3-toast.bp3-toast-exit-active{
    opacity:0;
    -webkit-filter:blur(10px);
            filter:blur(10px);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:opacity, -webkit-filter;
    transition-property:opacity, -webkit-filter;
    transition-property:opacity, filter;
    transition-property:opacity, filter, -webkit-filter;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-toast.bp3-toast-exit ~ .bp3-toast{
    -webkit-transform:translateY(0);
            transform:translateY(0); }
  .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
    -webkit-transform:translateY(-40px);
            transform:translateY(-40px);
    -webkit-transition-delay:50ms;
            transition-delay:50ms;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-toast .bp3-button-group{
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    padding:5px;
    padding-left:0; }
  .bp3-toast > .bp3-icon{
    color:#5c7080;
    margin:12px;
    margin-right:0; }
  .bp3-toast.bp3-dark,
  .bp3-dark .bp3-toast{
    background-color:#394b59;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
    .bp3-toast.bp3-dark > .bp3-icon,
    .bp3-dark .bp3-toast > .bp3-icon{
      color:#a7b6c2; }
  .bp3-toast[class*="bp3-intent-"] a{
    color:rgba(255, 255, 255, 0.7); }
    .bp3-toast[class*="bp3-intent-"] a:hover{
      color:#ffffff; }
  .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
    color:#ffffff; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
  .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
    color:rgba(255, 255, 255, 0.7) !important; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
    outline-color:rgba(255, 255, 255, 0.5); }
  .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
    background-color:rgba(255, 255, 255, 0.15) !important;
    color:#ffffff !important; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
    background-color:rgba(255, 255, 255, 0.3) !important;
    color:#ffffff !important; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
    background:rgba(255, 255, 255, 0.3) !important; }
  .bp3-toast.bp3-intent-primary{
    background-color:#137cbd;
    color:#ffffff; }
  .bp3-toast.bp3-intent-success{
    background-color:#0f9960;
    color:#ffffff; }
  .bp3-toast.bp3-intent-warning{
    background-color:#d9822b;
    color:#ffffff; }
  .bp3-toast.bp3-intent-danger{
    background-color:#db3737;
    color:#ffffff; }

.bp3-toast-message{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  padding:11px;
  word-break:break-word; }

.bp3-toast-container{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box !important;
  display:-ms-flexbox !important;
  display:flex !important;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  left:0;
  overflow:hidden;
  padding:0 20px 20px;
  pointer-events:none;
  right:0;
  z-index:40; }
  .bp3-toast-container.bp3-toast-container-in-portal{
    position:fixed; }
  .bp3-toast-container.bp3-toast-container-inline{
    position:absolute; }
  .bp3-toast-container.bp3-toast-container-top{
    top:0; }
  .bp3-toast-container.bp3-toast-container-bottom{
    bottom:0;
    -webkit-box-orient:vertical;
    -webkit-box-direction:reverse;
        -ms-flex-direction:column-reverse;
            flex-direction:column-reverse;
    top:auto; }
  .bp3-toast-container.bp3-toast-container-left{
    -webkit-box-align:start;
        -ms-flex-align:start;
            align-items:flex-start; }
  .bp3-toast-container.bp3-toast-container-right{
    -webkit-box-align:end;
        -ms-flex-align:end;
            align-items:flex-end; }

.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
  -webkit-transform:translateY(60px);
          transform:translateY(60px); }
.bp3-tooltip{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  -webkit-transform:scale(1);
          transform:scale(1); }
  .bp3-tooltip .bp3-popover-arrow{
    height:22px;
    position:absolute;
    width:22px; }
    .bp3-tooltip .bp3-popover-arrow::before{
      height:14px;
      margin:4px;
      width:14px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
    margin-bottom:11px;
    margin-top:-11px; }
    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
      bottom:-8px; }
      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(-90deg);
                transform:rotate(-90deg); }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
    margin-left:11px; }
    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
      left:-8px; }
      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(0);
                transform:rotate(0); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
    margin-top:11px; }
    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
      top:-8px; }
      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(90deg);
                transform:rotate(90deg); }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
    margin-left:-11px;
    margin-right:11px; }
    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
      right:-8px; }
      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(180deg);
                transform:rotate(180deg); }
  .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
    top:50%;
    -webkit-transform:translateY(-50%);
            transform:translateY(-50%); }
  .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
    right:50%;
    -webkit-transform:translateX(50%);
            transform:translateX(50%); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
    top:-0.22183px; }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
    right:-0.22183px; }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
    left:-0.22183px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
    bottom:-0.22183px; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
    -webkit-transform-origin:top left;
            transform-origin:top left; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
    -webkit-transform-origin:top center;
            transform-origin:top center; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
    -webkit-transform-origin:top right;
            transform-origin:top right; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
    -webkit-transform-origin:center left;
            transform-origin:center left; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
    -webkit-transform-origin:center center;
            transform-origin:center center; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
    -webkit-transform-origin:center right;
            transform-origin:center right; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
    -webkit-transform-origin:bottom left;
            transform-origin:bottom left; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
    -webkit-transform-origin:bottom center;
            transform-origin:bottom center; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
    -webkit-transform-origin:bottom right;
            transform-origin:bottom right; }
  .bp3-tooltip .bp3-popover-content{
    background:#394b59;
    color:#f5f8fa; }
  .bp3-tooltip .bp3-popover-arrow::before{
    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
  .bp3-tooltip .bp3-popover-arrow-border{
    fill:#10161a;
    fill-opacity:0.1; }
  .bp3-tooltip .bp3-popover-arrow-fill{
    fill:#394b59; }
  .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
    -webkit-transform:scale(0.8);
            transform:scale(0.8); }
  .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
    -webkit-transform:scale(1);
            transform:scale(1);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-popover-exit > .bp3-tooltip{
    -webkit-transform:scale(1);
            transform:scale(1); }
  .bp3-popover-exit-active > .bp3-tooltip{
    -webkit-transform:scale(0.8);
            transform:scale(0.8);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-tooltip .bp3-popover-content{
    padding:10px 12px; }
  .bp3-tooltip.bp3-dark,
  .bp3-dark .bp3-tooltip{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
    .bp3-tooltip.bp3-dark .bp3-popover-content,
    .bp3-dark .bp3-tooltip .bp3-popover-content{
      background:#e1e8ed;
      color:#394b59; }
    .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
    .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
    .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
    .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
      fill:#10161a;
      fill-opacity:0.2; }
    .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
    .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
      fill:#e1e8ed; }
  .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
    background:#137cbd;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
    fill:#137cbd; }
  .bp3-tooltip.bp3-intent-success .bp3-popover-content{
    background:#0f9960;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
    fill:#0f9960; }
  .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
    background:#d9822b;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
    fill:#d9822b; }
  .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
    background:#db3737;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
    fill:#db3737; }

.bp3-tooltip-indicator{
  border-bottom:dotted 1px;
  cursor:help; }
.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
  color:#5c7080; }
  .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
    color:#137cbd; }
  .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
    color:#0f9960; }
  .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
    color:#d9822b; }
  .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
    color:#db3737; }

.bp3-tree-node-list{
  list-style:none;
  margin:0;
  padding-left:0; }

.bp3-tree-root{
  background-color:transparent;
  cursor:default;
  padding-left:0;
  position:relative; }

.bp3-tree-node-content-0{
  padding-left:0px; }

.bp3-tree-node-content-1{
  padding-left:23px; }

.bp3-tree-node-content-2{
  padding-left:46px; }

.bp3-tree-node-content-3{
  padding-left:69px; }

.bp3-tree-node-content-4{
  padding-left:92px; }

.bp3-tree-node-content-5{
  padding-left:115px; }

.bp3-tree-node-content-6{
  padding-left:138px; }

.bp3-tree-node-content-7{
  padding-left:161px; }

.bp3-tree-node-content-8{
  padding-left:184px; }

.bp3-tree-node-content-9{
  padding-left:207px; }

.bp3-tree-node-content-10{
  padding-left:230px; }

.bp3-tree-node-content-11{
  padding-left:253px; }

.bp3-tree-node-content-12{
  padding-left:276px; }

.bp3-tree-node-content-13{
  padding-left:299px; }

.bp3-tree-node-content-14{
  padding-left:322px; }

.bp3-tree-node-content-15{
  padding-left:345px; }

.bp3-tree-node-content-16{
  padding-left:368px; }

.bp3-tree-node-content-17{
  padding-left:391px; }

.bp3-tree-node-content-18{
  padding-left:414px; }

.bp3-tree-node-content-19{
  padding-left:437px; }

.bp3-tree-node-content-20{
  padding-left:460px; }

.bp3-tree-node-content{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  height:30px;
  padding-right:5px;
  width:100%; }
  .bp3-tree-node-content:hover{
    background-color:rgba(191, 204, 214, 0.4); }

.bp3-tree-node-caret,
.bp3-tree-node-caret-none{
  min-width:30px; }

.bp3-tree-node-caret{
  color:#5c7080;
  cursor:pointer;
  padding:7px;
  -webkit-transform:rotate(0deg);
          transform:rotate(0deg);
  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-tree-node-caret:hover{
    color:#182026; }
  .bp3-dark .bp3-tree-node-caret{
    color:#a7b6c2; }
    .bp3-dark .bp3-tree-node-caret:hover{
      color:#f5f8fa; }
  .bp3-tree-node-caret.bp3-tree-node-caret-open{
    -webkit-transform:rotate(90deg);
            transform:rotate(90deg); }
  .bp3-tree-node-caret.bp3-icon-standard::before{
    content:""; }

.bp3-tree-node-icon{
  margin-right:7px;
  position:relative; }

.bp3-tree-node-label{
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal;
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  position:relative;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-tree-node-label span{
    display:inline; }

.bp3-tree-node-secondary-label{
  padding:0 5px;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-tree-node-secondary-label .bp3-popover-wrapper,
  .bp3-tree-node-secondary-label .bp3-popover-target{
    -webkit-box-align:center;
        -ms-flex-align:center;
            align-items:center;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex; }

.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
  background-color:inherit;
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
  background-color:#137cbd; }
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
    color:#ffffff; }
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
    color:rgba(255, 255, 255, 0.7); }
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
    color:#ffffff; }

.bp3-dark .bp3-tree-node-content:hover{
  background-color:rgba(92, 112, 128, 0.3); }

.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
  color:#a7b6c2; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
    color:#137cbd; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
    color:#0f9960; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
    color:#d9822b; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
    color:#db3737; }

.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
  background-color:#137cbd; }
.bp3-omnibar{
  -webkit-filter:blur(0);
          filter:blur(0);
  opacity:1;
  background-color:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
  left:calc(50% - 250px);
  top:20vh;
  width:500px;
  z-index:21; }
  .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
    -webkit-filter:blur(20px);
            filter:blur(20px);
    opacity:0.2; }
  .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
    -webkit-filter:blur(0);
            filter:blur(0);
    opacity:1;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity, -webkit-filter;
    transition-property:opacity, -webkit-filter;
    transition-property:filter, opacity;
    transition-property:filter, opacity, -webkit-filter;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-omnibar.bp3-overlay-exit{
    -webkit-filter:blur(0);
            filter:blur(0);
    opacity:1; }
  .bp3-omnibar.bp3-overlay-exit-active{
    -webkit-filter:blur(20px);
            filter:blur(20px);
    opacity:0.2;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity, -webkit-filter;
    transition-property:opacity, -webkit-filter;
    transition-property:filter, opacity;
    transition-property:filter, opacity, -webkit-filter;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-omnibar .bp3-input{
    background-color:transparent;
    border-radius:0; }
    .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-omnibar .bp3-menu{
    background-color:transparent;
    border-radius:0;
    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
    max-height:calc(60vh - 40px);
    overflow:auto; }
    .bp3-omnibar .bp3-menu:empty{
      display:none; }
  .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
    background-color:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }

.bp3-omnibar-overlay .bp3-overlay-backdrop{
  background-color:rgba(16, 22, 26, 0.2); }

.bp3-select-popover .bp3-popover-content{
  padding:5px; }

.bp3-select-popover .bp3-input-group{
  margin-bottom:0; }

.bp3-select-popover .bp3-menu{
  max-height:300px;
  max-width:400px;
  overflow:auto;
  padding:0; }
  .bp3-select-popover .bp3-menu:not(:first-child){
    padding-top:5px; }

.bp3-multi-select{
  min-width:150px; }

.bp3-multi-select-popover .bp3-menu{
  max-height:300px;
  max-width:400px;
  overflow:auto; }

.bp3-select-popover .bp3-popover-content{
  padding:5px; }

.bp3-select-popover .bp3-input-group{
  margin-bottom:0; }

.bp3-select-popover .bp3-menu{
  max-height:300px;
  max-width:400px;
  overflow:auto;
  padding:0; }
  .bp3-select-popover .bp3-menu:not(:first-child){
    padding-top:5px; }
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */

/**
 * (DEPRECATED) Support for consuming icons as CSS background images
 */

/* Icons urls */

:root {
  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-bug: url(data:image/svg+xml;base64,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);
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  --jp-icon-react: url(data:image/svg+xml;base64,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);
  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-regex: url(data:image/svg+xml;base64,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);
  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
  --jp-icon-search: url(data:image/svg+xml;base64,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);
  --jp-icon-settings: url(data:image/svg+xml;base64,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);
  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
  --jp-icon-tag: url(data:image/svg+xml;base64,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);
  --jp-icon-terminal: url(data:image/svg+xml;base64,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);
  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
  --jp-icon-toc: url(data:image/svg+xml;base64,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);
  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
}

/* Icon CSS class declarations */

.jp-AddIcon {
  background-image: var(--jp-icon-add);
}
.jp-BugIcon {
  background-image: var(--jp-icon-bug);
}
.jp-BuildIcon {
  background-image: var(--jp-icon-build);
}
.jp-CaretDownEmptyIcon {
  background-image: var(--jp-icon-caret-down-empty);
}
.jp-CaretDownEmptyThinIcon {
  background-image: var(--jp-icon-caret-down-empty-thin);
}
.jp-CaretDownIcon {
  background-image: var(--jp-icon-caret-down);
}
.jp-CaretLeftIcon {
  background-image: var(--jp-icon-caret-left);
}
.jp-CaretRightIcon {
  background-image: var(--jp-icon-caret-right);
}
.jp-CaretUpEmptyThinIcon {
  background-image: var(--jp-icon-caret-up-empty-thin);
}
.jp-CaretUpIcon {
  background-image: var(--jp-icon-caret-up);
}
.jp-CaseSensitiveIcon {
  background-image: var(--jp-icon-case-sensitive);
}
.jp-CheckIcon {
  background-image: var(--jp-icon-check);
}
.jp-CircleEmptyIcon {
  background-image: var(--jp-icon-circle-empty);
}
.jp-CircleIcon {
  background-image: var(--jp-icon-circle);
}
.jp-ClearIcon {
  background-image: var(--jp-icon-clear);
}
.jp-CloseIcon {
  background-image: var(--jp-icon-close);
}
.jp-CodeIcon {
  background-image: var(--jp-icon-code);
}
.jp-ConsoleIcon {
  background-image: var(--jp-icon-console);
}
.jp-CopyIcon {
  background-image: var(--jp-icon-copy);
}
.jp-CopyrightIcon {
  background-image: var(--jp-icon-copyright);
}
.jp-CutIcon {
  background-image: var(--jp-icon-cut);
}
.jp-DownloadIcon {
  background-image: var(--jp-icon-download);
}
.jp-EditIcon {
  background-image: var(--jp-icon-edit);
}
.jp-EllipsesIcon {
  background-image: var(--jp-icon-ellipses);
}
.jp-ExtensionIcon {
  background-image: var(--jp-icon-extension);
}
.jp-FastForwardIcon {
  background-image: var(--jp-icon-fast-forward);
}
.jp-FileIcon {
  background-image: var(--jp-icon-file);
}
.jp-FileUploadIcon {
  background-image: var(--jp-icon-file-upload);
}
.jp-FilterListIcon {
  background-image: var(--jp-icon-filter-list);
}
.jp-FolderIcon {
  background-image: var(--jp-icon-folder);
}
.jp-Html5Icon {
  background-image: var(--jp-icon-html5);
}
.jp-ImageIcon {
  background-image: var(--jp-icon-image);
}
.jp-InspectorIcon {
  background-image: var(--jp-icon-inspector);
}
.jp-JsonIcon {
  background-image: var(--jp-icon-json);
}
.jp-JuliaIcon {
  background-image: var(--jp-icon-julia);
}
.jp-JupyterFaviconIcon {
  background-image: var(--jp-icon-jupyter-favicon);
}
.jp-JupyterIcon {
  background-image: var(--jp-icon-jupyter);
}
.jp-JupyterlabWordmarkIcon {
  background-image: var(--jp-icon-jupyterlab-wordmark);
}
.jp-KernelIcon {
  background-image: var(--jp-icon-kernel);
}
.jp-KeyboardIcon {
  background-image: var(--jp-icon-keyboard);
}
.jp-LauncherIcon {
  background-image: var(--jp-icon-launcher);
}
.jp-LineFormIcon {
  background-image: var(--jp-icon-line-form);
}
.jp-LinkIcon {
  background-image: var(--jp-icon-link);
}
.jp-ListIcon {
  background-image: var(--jp-icon-list);
}
.jp-ListingsInfoIcon {
  background-image: var(--jp-icon-listings-info);
}
.jp-MarkdownIcon {
  background-image: var(--jp-icon-markdown);
}
.jp-NewFolderIcon {
  background-image: var(--jp-icon-new-folder);
}
.jp-NotTrustedIcon {
  background-image: var(--jp-icon-not-trusted);
}
.jp-NotebookIcon {
  background-image: var(--jp-icon-notebook);
}
.jp-NumberingIcon {
  background-image: var(--jp-icon-numbering);
}
.jp-OfflineBoltIcon {
  background-image: var(--jp-icon-offline-bolt);
}
.jp-PaletteIcon {
  background-image: var(--jp-icon-palette);
}
.jp-PasteIcon {
  background-image: var(--jp-icon-paste);
}
.jp-PdfIcon {
  background-image: var(--jp-icon-pdf);
}
.jp-PythonIcon {
  background-image: var(--jp-icon-python);
}
.jp-RKernelIcon {
  background-image: var(--jp-icon-r-kernel);
}
.jp-ReactIcon {
  background-image: var(--jp-icon-react);
}
.jp-RedoIcon {
  background-image: var(--jp-icon-redo);
}
.jp-RefreshIcon {
  background-image: var(--jp-icon-refresh);
}
.jp-RegexIcon {
  background-image: var(--jp-icon-regex);
}
.jp-RunIcon {
  background-image: var(--jp-icon-run);
}
.jp-RunningIcon {
  background-image: var(--jp-icon-running);
}
.jp-SaveIcon {
  background-image: var(--jp-icon-save);
}
.jp-SearchIcon {
  background-image: var(--jp-icon-search);
}
.jp-SettingsIcon {
  background-image: var(--jp-icon-settings);
}
.jp-SpreadsheetIcon {
  background-image: var(--jp-icon-spreadsheet);
}
.jp-StopIcon {
  background-image: var(--jp-icon-stop);
}
.jp-TabIcon {
  background-image: var(--jp-icon-tab);
}
.jp-TableRowsIcon {
  background-image: var(--jp-icon-table-rows);
}
.jp-TagIcon {
  background-image: var(--jp-icon-tag);
}
.jp-TerminalIcon {
  background-image: var(--jp-icon-terminal);
}
.jp-TextEditorIcon {
  background-image: var(--jp-icon-text-editor);
}
.jp-TocIcon {
  background-image: var(--jp-icon-toc);
}
.jp-TreeViewIcon {
  background-image: var(--jp-icon-tree-view);
}
.jp-TrustedIcon {
  background-image: var(--jp-icon-trusted);
}
.jp-UndoIcon {
  background-image: var(--jp-icon-undo);
}
.jp-VegaIcon {
  background-image: var(--jp-icon-vega);
}
.jp-YamlIcon {
  background-image: var(--jp-icon-yaml);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * (DEPRECATED) Support for consuming icons as CSS background images
 */

.jp-Icon,
.jp-MaterialIcon {
  background-position: center;
  background-repeat: no-repeat;
  background-size: 16px;
  min-width: 16px;
  min-height: 16px;
}

.jp-Icon-cover {
  background-position: center;
  background-repeat: no-repeat;
  background-size: cover;
}

/**
 * (DEPRECATED) Support for specific CSS icon sizes
 */

.jp-Icon-16 {
  background-size: 16px;
  min-width: 16px;
  min-height: 16px;
}

.jp-Icon-18 {
  background-size: 18px;
  min-width: 18px;
  min-height: 18px;
}

.jp-Icon-20 {
  background-size: 20px;
  min-width: 20px;
  min-height: 20px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * Support for icons as inline SVG HTMLElements
 */

/* recolor the primary elements of an icon */
.jp-icon0[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon1[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon2[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon3[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon4[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon0[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon1[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon2[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon3[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon4[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}
/* recolor the accent elements of an icon */
.jp-icon-accent0[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-accent1[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-accent2[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-accent3[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-accent4[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-accent0[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-accent1[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-accent2[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-accent3[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-accent4[stroke] {
  stroke: var(--jp-layout-color4);
}
/* set the color of an icon to transparent */
.jp-icon-none[fill] {
  fill: none;
}

.jp-icon-none[stroke] {
  stroke: none;
}
/* brand icon colors. Same for light and dark */
.jp-icon-brand0[fill] {
  fill: var(--jp-brand-color0);
}
.jp-icon-brand1[fill] {
  fill: var(--jp-brand-color1);
}
.jp-icon-brand2[fill] {
  fill: var(--jp-brand-color2);
}
.jp-icon-brand3[fill] {
  fill: var(--jp-brand-color3);
}
.jp-icon-brand4[fill] {
  fill: var(--jp-brand-color4);
}

.jp-icon-brand0[stroke] {
  stroke: var(--jp-brand-color0);
}
.jp-icon-brand1[stroke] {
  stroke: var(--jp-brand-color1);
}
.jp-icon-brand2[stroke] {
  stroke: var(--jp-brand-color2);
}
.jp-icon-brand3[stroke] {
  stroke: var(--jp-brand-color3);
}
.jp-icon-brand4[stroke] {
  stroke: var(--jp-brand-color4);
}
/* warn icon colors. Same for light and dark */
.jp-icon-warn0[fill] {
  fill: var(--jp-warn-color0);
}
.jp-icon-warn1[fill] {
  fill: var(--jp-warn-color1);
}
.jp-icon-warn2[fill] {
  fill: var(--jp-warn-color2);
}
.jp-icon-warn3[fill] {
  fill: var(--jp-warn-color3);
}

.jp-icon-warn0[stroke] {
  stroke: var(--jp-warn-color0);
}
.jp-icon-warn1[stroke] {
  stroke: var(--jp-warn-color1);
}
.jp-icon-warn2[stroke] {
  stroke: var(--jp-warn-color2);
}
.jp-icon-warn3[stroke] {
  stroke: var(--jp-warn-color3);
}
/* icon colors that contrast well with each other and most backgrounds */
.jp-icon-contrast0[fill] {
  fill: var(--jp-icon-contrast-color0);
}
.jp-icon-contrast1[fill] {
  fill: var(--jp-icon-contrast-color1);
}
.jp-icon-contrast2[fill] {
  fill: var(--jp-icon-contrast-color2);
}
.jp-icon-contrast3[fill] {
  fill: var(--jp-icon-contrast-color3);
}

.jp-icon-contrast0[stroke] {
  stroke: var(--jp-icon-contrast-color0);
}
.jp-icon-contrast1[stroke] {
  stroke: var(--jp-icon-contrast-color1);
}
.jp-icon-contrast2[stroke] {
  stroke: var(--jp-icon-contrast-color2);
}
.jp-icon-contrast3[stroke] {
  stroke: var(--jp-icon-contrast-color3);
}

/* CSS for icons in selected items in the settings editor */
#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}
#setting-editor
  .jp-PluginList
  .jp-mod-selected
  .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}

/* CSS for icons in selected filebrowser listing items */
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}

/* CSS for icons in selected tabs in the sidebar tab manager */
#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
  fill: #fff;
}

#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}
#tab-manager
  .lm-TabBar-tab.jp-mod-active
  .jp-icon-hover
  :hover
  .jp-icon-selectable[fill] {
  fill: var(--jp-brand-color1);
}

#tab-manager
  .lm-TabBar-tab.jp-mod-active
  .jp-icon-hover
  :hover
  .jp-icon-selectable-inverse[fill] {
  fill: #fff;
}

/**
 * TODO: come up with non css-hack solution for showing the busy icon on top
 *  of the close icon
 * CSS for complex behavior of close icon of tabs in the sidebar tab manager
 */
#tab-manager
  .lm-TabBar-tab.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon3[fill] {
  fill: none;
}
#tab-manager
  .lm-TabBar-tab.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: var(--jp-inverse-layout-color3);
}

#tab-manager
  .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: #fff;
}

/**
* TODO: come up with non css-hack solution for showing the busy icon on top
*  of the close icon
* CSS for complex behavior of close icon of tabs in the main area tabbar
*/
.lm-DockPanel-tabBar
  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon3[fill] {
  fill: none;
}
.lm-DockPanel-tabBar
  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: var(--jp-inverse-layout-color3);
}

/* CSS for icons in status bar */
#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}

#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}
/* special handling for splash icon CSS. While the theme CSS reloads during
   splash, the splash icon can loose theming. To prevent that, we set a
   default for its color variable */
:root {
  --jp-warn-color0: var(--md-orange-700);
}

/* not sure what to do with this one, used in filebrowser listing */
.jp-DragIcon {
  margin-right: 4px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * Support for alt colors for icons as inline SVG HTMLElements
 */

/* alt recolor the primary elements of an icon */
.jp-icon-alt .jp-icon0[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-alt .jp-icon1[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-alt .jp-icon2[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-alt .jp-icon3[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-alt .jp-icon4[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-alt .jp-icon0[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-alt .jp-icon1[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-alt .jp-icon2[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-alt .jp-icon3[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-alt .jp-icon4[stroke] {
  stroke: var(--jp-layout-color4);
}

/* alt recolor the accent elements of an icon */
.jp-icon-alt .jp-icon-accent0[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon-alt .jp-icon-accent1[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon-alt .jp-icon-accent2[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon-alt .jp-icon-accent3[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon-alt .jp-icon-accent4[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-alt .jp-icon-accent0[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-alt .jp-icon-accent1[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-alt .jp-icon-accent2[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-alt .jp-icon-accent3[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-alt .jp-icon-accent4[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-icon-hoverShow:not(:hover) svg {
  display: none !important;
}

/**
 * Support for hover colors for icons as inline SVG HTMLElements
 */

/**
 * regular colors
 */

/* recolor the primary elements of an icon */
.jp-icon-hover :hover .jp-icon0-hover[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon-hover :hover .jp-icon1-hover[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon-hover :hover .jp-icon2-hover[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon-hover :hover .jp-icon3-hover[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon-hover :hover .jp-icon4-hover[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-hover :hover .jp-icon0-hover[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-hover :hover .jp-icon1-hover[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-hover :hover .jp-icon2-hover[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-hover :hover .jp-icon3-hover[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-hover :hover .jp-icon4-hover[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/* recolor the accent elements of an icon */
.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
  stroke: var(--jp-layout-color4);
}

/* set the color of an icon to transparent */
.jp-icon-hover :hover .jp-icon-none-hover[fill] {
  fill: none;
}

.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
  stroke: none;
}

/**
 * inverse colors
 */

/* inverse recolor the primary elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
  stroke: var(--jp-layout-color4);
}

/* inverse recolor the accent elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-switch {
  display: flex;
  align-items: center;
  padding-left: 4px;
  padding-right: 4px;
  font-size: var(--jp-ui-font-size1);
  background-color: transparent;
  color: var(--jp-ui-font-color1);
  border: none;
  height: 20px;
}

.jp-switch:hover {
  background-color: var(--jp-layout-color2);
}

.jp-switch-label {
  margin-right: 5px;
}

.jp-switch-track {
  cursor: pointer;
  background-color: var(--jp-border-color1);
  -webkit-transition: 0.4s;
  transition: 0.4s;
  border-radius: 34px;
  height: 16px;
  width: 35px;
  position: relative;
}

.jp-switch-track::before {
  content: '';
  position: absolute;
  height: 10px;
  width: 10px;
  margin: 3px;
  left: 0px;
  background-color: var(--jp-ui-inverse-font-color1);
  -webkit-transition: 0.4s;
  transition: 0.4s;
  border-radius: 50%;
}

.jp-switch[aria-checked='true'] .jp-switch-track {
  background-color: var(--jp-warn-color0);
}

.jp-switch[aria-checked='true'] .jp-switch-track::before {
  /* track width (35) - margins (3 + 3) - thumb width (10) */
  left: 19px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/* Sibling imports */

/* Override Blueprint's _reset.scss styles */
html {
  box-sizing: unset;
}

*,
*::before,
*::after {
  box-sizing: unset;
}

body {
  color: unset;
  font-family: var(--jp-ui-font-family);
}

p {
  margin-top: unset;
  margin-bottom: unset;
}

small {
  font-size: unset;
}

strong {
  font-weight: unset;
}

/* Override Blueprint's _typography.scss styles */
a {
  text-decoration: unset;
  color: unset;
}
a:hover {
  text-decoration: unset;
  color: unset;
}

/* Override Blueprint's _accessibility.scss styles */
:focus {
  outline: unset;
  outline-offset: unset;
  -moz-outline-radius: unset;
}

/* Styles for ui-components */
.jp-Button {
  border-radius: var(--jp-border-radius);
  padding: 0px 12px;
  font-size: var(--jp-ui-font-size1);
}

/* Use our own theme for hover styles */
button.jp-Button.bp3-button.bp3-minimal:hover {
  background-color: var(--jp-layout-color2);
}
.jp-Button.minimal {
  color: unset !important;
}

.jp-Button.jp-ToolbarButtonComponent {
  text-transform: none;
}

.jp-InputGroup input {
  box-sizing: border-box;
  border-radius: 0;
  background-color: transparent;
  color: var(--jp-ui-font-color0);
  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
}

.jp-InputGroup input:focus {
  box-shadow: inset 0 0 0 var(--jp-border-width)
      var(--jp-input-active-box-shadow-color),
    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}

.jp-InputGroup input::placeholder,
input::placeholder {
  color: var(--jp-ui-font-color3);
}

.jp-BPIcon {
  display: inline-block;
  vertical-align: middle;
  margin: auto;
}

/* Stop blueprint futzing with our icon fills */
.bp3-icon.jp-BPIcon > svg:not([fill]) {
  fill: var(--jp-inverse-layout-color3);
}

.jp-InputGroupAction {
  padding: 6px;
}

.jp-HTMLSelect.jp-DefaultStyle select {
  background-color: initial;
  border: none;
  border-radius: 0;
  box-shadow: none;
  color: var(--jp-ui-font-color0);
  display: block;
  font-size: var(--jp-ui-font-size1);
  height: 24px;
  line-height: 14px;
  padding: 0 25px 0 10px;
  text-align: left;
  -moz-appearance: none;
  -webkit-appearance: none;
}

/* Use our own theme for hover and option styles */
.jp-HTMLSelect.jp-DefaultStyle select:hover,
.jp-HTMLSelect.jp-DefaultStyle select > option {
  background-color: var(--jp-layout-color2);
  color: var(--jp-ui-font-color0);
}
select {
  box-sizing: border-box;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Collapse {
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-top: 1px solid var(--jp-border-color2);
  border-bottom: 1px solid var(--jp-border-color2);
}

.jp-Collapse-header {
  padding: 1px 12px;
  color: var(--jp-ui-font-color1);
  background-color: var(--jp-layout-color1);
  font-size: var(--jp-ui-font-size2);
}

.jp-Collapse-header:hover {
  background-color: var(--jp-layout-color2);
}

.jp-Collapse-contents {
  padding: 0px 12px 0px 12px;
  background-color: var(--jp-layout-color1);
  color: var(--jp-ui-font-color1);
  overflow: auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-commandpalette-search-height: 28px;
}

/*-----------------------------------------------------------------------------
| Overall styles
|----------------------------------------------------------------------------*/

.lm-CommandPalette {
  padding-bottom: 0px;
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
}

/*-----------------------------------------------------------------------------
| Modal variant
|----------------------------------------------------------------------------*/

.jp-ModalCommandPalette {
  position: absolute;
  z-index: 10000;
  top: 38px;
  left: 30%;
  margin: 0;
  padding: 4px;
  width: 40%;
  box-shadow: var(--jp-elevation-z4);
  border-radius: 4px;
  background: var(--jp-layout-color0);
}

.jp-ModalCommandPalette .lm-CommandPalette {
  max-height: 40vh;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
  display: none;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
  display: none;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
  margin-left: 4px;
  margin-right: 4px;
}

.jp-ModalCommandPalette
  .lm-CommandPalette
  .lm-CommandPalette-item.lm-mod-disabled {
  display: none;
}

/*-----------------------------------------------------------------------------
| Search
|----------------------------------------------------------------------------*/

.lm-CommandPalette-search {
  padding: 4px;
  background-color: var(--jp-layout-color1);
  z-index: 2;
}

.lm-CommandPalette-wrapper {
  overflow: overlay;
  padding: 0px 9px;
  background-color: var(--jp-input-active-background);
  height: 30px;
  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
}

.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}

.jp-SearchIconGroup {
  color: white;
  background-color: var(--jp-brand-color1);
  position: absolute;
  top: 4px;
  right: 4px;
  padding: 5px 5px 1px 5px;
}

.jp-SearchIconGroup svg {
  height: 20px;
  width: 20px;
}

.jp-SearchIconGroup .jp-icon3[fill] {
  fill: var(--jp-layout-color0);
}

.lm-CommandPalette-input {
  background: transparent;
  width: calc(100% - 18px);
  float: left;
  border: none;
  outline: none;
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  line-height: var(--jp-private-commandpalette-search-height);
}

.lm-CommandPalette-input::-webkit-input-placeholder,
.lm-CommandPalette-input::-moz-placeholder,
.lm-CommandPalette-input:-ms-input-placeholder {
  color: var(--jp-ui-font-color2);
  font-size: var(--jp-ui-font-size1);
}

/*-----------------------------------------------------------------------------
| Results
|----------------------------------------------------------------------------*/

.lm-CommandPalette-header:first-child {
  margin-top: 0px;
}

.lm-CommandPalette-header {
  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
  color: var(--jp-ui-font-color1);
  cursor: pointer;
  display: flex;
  font-size: var(--jp-ui-font-size0);
  font-weight: 600;
  letter-spacing: 1px;
  margin-top: 8px;
  padding: 8px 0 8px 12px;
  text-transform: uppercase;
}

.lm-CommandPalette-header.lm-mod-active {
  background: var(--jp-layout-color2);
}

.lm-CommandPalette-header > mark {
  background-color: transparent;
  font-weight: bold;
  color: var(--jp-ui-font-color1);
}

.lm-CommandPalette-item {
  padding: 4px 12px 4px 4px;
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
  font-weight: 400;
  display: flex;
}

.lm-CommandPalette-item.lm-mod-disabled {
  color: var(--jp-ui-font-color2);
}

.lm-CommandPalette-item.lm-mod-active {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-inverse-font-color0);
}

.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
  fill: var(--jp-layout-color0);
}

.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-inverse-font-color0);
}

.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
  background: var(--jp-layout-color2);
}

.lm-CommandPalette-itemContent {
  overflow: hidden;
}

.lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-font-color0);
  background-color: transparent;
  font-weight: bold;
}

.lm-CommandPalette-item.lm-mod-disabled mark {
  color: var(--jp-ui-font-color2);
}

.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
  margin: 0 4px 0 0;
  position: relative;
  width: 16px;
  top: 2px;
  flex: 0 0 auto;
}

.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
  opacity: 0.6;
}

.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
  flex: 0 0 auto;
}

.lm-CommandPalette-itemCaption {
  display: none;
}

.lm-CommandPalette-content {
  background-color: var(--jp-layout-color1);
}

.lm-CommandPalette-content:empty:after {
  content: 'No results';
  margin: auto;
  margin-top: 20px;
  width: 100px;
  display: block;
  font-size: var(--jp-ui-font-size2);
  font-family: var(--jp-ui-font-family);
  font-weight: lighter;
}

.lm-CommandPalette-emptyMessage {
  text-align: center;
  margin-top: 24px;
  line-height: 1.32;
  padding: 0px 8px;
  color: var(--jp-content-font-color3);
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Dialog {
  position: absolute;
  z-index: 10000;
  display: flex;
  flex-direction: column;
  align-items: center;
  justify-content: center;
  top: 0px;
  left: 0px;
  margin: 0;
  padding: 0;
  width: 100%;
  height: 100%;
  background: var(--jp-dialog-background);
}

.jp-Dialog-content {
  display: flex;
  flex-direction: column;
  margin-left: auto;
  margin-right: auto;
  background: var(--jp-layout-color1);
  padding: 24px;
  padding-bottom: 12px;
  min-width: 300px;
  min-height: 150px;
  max-width: 1000px;
  max-height: 500px;
  box-sizing: border-box;
  box-shadow: var(--jp-elevation-z20);
  word-wrap: break-word;
  border-radius: var(--jp-border-radius);
  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color1);
  resize: both;
}

.jp-Dialog-button {
  overflow: visible;
}

button.jp-Dialog-button:focus {
  outline: 1px solid var(--jp-brand-color1);
  outline-offset: 4px;
  -moz-outline-radius: 0px;
}

button.jp-Dialog-button:focus::-moz-focus-inner {
  border: 0;
}

button.jp-Dialog-close-button {
  padding: 0;
  height: 100%;
  min-width: unset;
  min-height: unset;
}

.jp-Dialog-header {
  display: flex;
  justify-content: space-between;
  flex: 0 0 auto;
  padding-bottom: 12px;
  font-size: var(--jp-ui-font-size3);
  font-weight: 400;
  color: var(--jp-ui-font-color0);
}

.jp-Dialog-body {
  display: flex;
  flex-direction: column;
  flex: 1 1 auto;
  font-size: var(--jp-ui-font-size1);
  background: var(--jp-layout-color1);
  overflow: auto;
}

.jp-Dialog-footer {
  display: flex;
  flex-direction: row;
  justify-content: flex-end;
  flex: 0 0 auto;
  margin-left: -12px;
  margin-right: -12px;
  padding: 12px;
}

.jp-Dialog-title {
  overflow: hidden;
  white-space: nowrap;
  text-overflow: ellipsis;
}

.jp-Dialog-body > .jp-select-wrapper {
  width: 100%;
}

.jp-Dialog-body > button {
  padding: 0px 16px;
}

.jp-Dialog-body > label {
  line-height: 1.4;
  color: var(--jp-ui-font-color0);
}

.jp-Dialog-button.jp-mod-styled:not(:last-child) {
  margin-right: 12px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-HoverBox {
  position: fixed;
}

.jp-HoverBox.jp-mod-outofview {
  display: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-IFrame {
  width: 100%;
  height: 100%;
}

.jp-IFrame > iframe {
  border: none;
}

/*
When drag events occur, `p-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-IFrame {
  position: relative;
}

body.lm-mod-override-cursor .jp-IFrame:before {
  content: '';
  position: absolute;
  top: 0;
  left: 0;
  right: 0;
  bottom: 0;
  background: transparent;
}

.jp-Input-Boolean-Dialog {
  flex-direction: row-reverse;
  align-items: end;
  width: 100%;
}

.jp-Input-Boolean-Dialog > label {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-MainAreaWidget > :focus {
  outline: none;
}

/**
 * google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 */
:root {
  --md-red-50: #ffebee;
  --md-red-100: #ffcdd2;
  --md-red-200: #ef9a9a;
  --md-red-300: #e57373;
  --md-red-400: #ef5350;
  --md-red-500: #f44336;
  --md-red-600: #e53935;
  --md-red-700: #d32f2f;
  --md-red-800: #c62828;
  --md-red-900: #b71c1c;
  --md-red-A100: #ff8a80;
  --md-red-A200: #ff5252;
  --md-red-A400: #ff1744;
  --md-red-A700: #d50000;

  --md-pink-50: #fce4ec;
  --md-pink-100: #f8bbd0;
  --md-pink-200: #f48fb1;
  --md-pink-300: #f06292;
  --md-pink-400: #ec407a;
  --md-pink-500: #e91e63;
  --md-pink-600: #d81b60;
  --md-pink-700: #c2185b;
  --md-pink-800: #ad1457;
  --md-pink-900: #880e4f;
  --md-pink-A100: #ff80ab;
  --md-pink-A200: #ff4081;
  --md-pink-A400: #f50057;
  --md-pink-A700: #c51162;

  --md-purple-50: #f3e5f5;
  --md-purple-100: #e1bee7;
  --md-purple-200: #ce93d8;
  --md-purple-300: #ba68c8;
  --md-purple-400: #ab47bc;
  --md-purple-500: #9c27b0;
  --md-purple-600: #8e24aa;
  --md-purple-700: #7b1fa2;
  --md-purple-800: #6a1b9a;
  --md-purple-900: #4a148c;
  --md-purple-A100: #ea80fc;
  --md-purple-A200: #e040fb;
  --md-purple-A400: #d500f9;
  --md-purple-A700: #aa00ff;

  --md-deep-purple-50: #ede7f6;
  --md-deep-purple-100: #d1c4e9;
  --md-deep-purple-200: #b39ddb;
  --md-deep-purple-300: #9575cd;
  --md-deep-purple-400: #7e57c2;
  --md-deep-purple-500: #673ab7;
  --md-deep-purple-600: #5e35b1;
  --md-deep-purple-700: #512da8;
  --md-deep-purple-800: #4527a0;
  --md-deep-purple-900: #311b92;
  --md-deep-purple-A100: #b388ff;
  --md-deep-purple-A200: #7c4dff;
  --md-deep-purple-A400: #651fff;
  --md-deep-purple-A700: #6200ea;

  --md-indigo-50: #e8eaf6;
  --md-indigo-100: #c5cae9;
  --md-indigo-200: #9fa8da;
  --md-indigo-300: #7986cb;
  --md-indigo-400: #5c6bc0;
  --md-indigo-500: #3f51b5;
  --md-indigo-600: #3949ab;
  --md-indigo-700: #303f9f;
  --md-indigo-800: #283593;
  --md-indigo-900: #1a237e;
  --md-indigo-A100: #8c9eff;
  --md-indigo-A200: #536dfe;
  --md-indigo-A400: #3d5afe;
  --md-indigo-A700: #304ffe;

  --md-blue-50: #e3f2fd;
  --md-blue-100: #bbdefb;
  --md-blue-200: #90caf9;
  --md-blue-300: #64b5f6;
  --md-blue-400: #42a5f5;
  --md-blue-500: #2196f3;
  --md-blue-600: #1e88e5;
  --md-blue-700: #1976d2;
  --md-blue-800: #1565c0;
  --md-blue-900: #0d47a1;
  --md-blue-A100: #82b1ff;
  --md-blue-A200: #448aff;
  --md-blue-A400: #2979ff;
  --md-blue-A700: #2962ff;

  --md-light-blue-50: #e1f5fe;
  --md-light-blue-100: #b3e5fc;
  --md-light-blue-200: #81d4fa;
  --md-light-blue-300: #4fc3f7;
  --md-light-blue-400: #29b6f6;
  --md-light-blue-500: #03a9f4;
  --md-light-blue-600: #039be5;
  --md-light-blue-700: #0288d1;
  --md-light-blue-800: #0277bd;
  --md-light-blue-900: #01579b;
  --md-light-blue-A100: #80d8ff;
  --md-light-blue-A200: #40c4ff;
  --md-light-blue-A400: #00b0ff;
  --md-light-blue-A700: #0091ea;

  --md-cyan-50: #e0f7fa;
  --md-cyan-100: #b2ebf2;
  --md-cyan-200: #80deea;
  --md-cyan-300: #4dd0e1;
  --md-cyan-400: #26c6da;
  --md-cyan-500: #00bcd4;
  --md-cyan-600: #00acc1;
  --md-cyan-700: #0097a7;
  --md-cyan-800: #00838f;
  --md-cyan-900: #006064;
  --md-cyan-A100: #84ffff;
  --md-cyan-A200: #18ffff;
  --md-cyan-A400: #00e5ff;
  --md-cyan-A700: #00b8d4;

  --md-teal-50: #e0f2f1;
  --md-teal-100: #b2dfdb;
  --md-teal-200: #80cbc4;
  --md-teal-300: #4db6ac;
  --md-teal-400: #26a69a;
  --md-teal-500: #009688;
  --md-teal-600: #00897b;
  --md-teal-700: #00796b;
  --md-teal-800: #00695c;
  --md-teal-900: #004d40;
  --md-teal-A100: #a7ffeb;
  --md-teal-A200: #64ffda;
  --md-teal-A400: #1de9b6;
  --md-teal-A700: #00bfa5;

  --md-green-50: #e8f5e9;
  --md-green-100: #c8e6c9;
  --md-green-200: #a5d6a7;
  --md-green-300: #81c784;
  --md-green-400: #66bb6a;
  --md-green-500: #4caf50;
  --md-green-600: #43a047;
  --md-green-700: #388e3c;
  --md-green-800: #2e7d32;
  --md-green-900: #1b5e20;
  --md-green-A100: #b9f6ca;
  --md-green-A200: #69f0ae;
  --md-green-A400: #00e676;
  --md-green-A700: #00c853;

  --md-light-green-50: #f1f8e9;
  --md-light-green-100: #dcedc8;
  --md-light-green-200: #c5e1a5;
  --md-light-green-300: #aed581;
  --md-light-green-400: #9ccc65;
  --md-light-green-500: #8bc34a;
  --md-light-green-600: #7cb342;
  --md-light-green-700: #689f38;
  --md-light-green-800: #558b2f;
  --md-light-green-900: #33691e;
  --md-light-green-A100: #ccff90;
  --md-light-green-A200: #b2ff59;
  --md-light-green-A400: #76ff03;
  --md-light-green-A700: #64dd17;

  --md-lime-50: #f9fbe7;
  --md-lime-100: #f0f4c3;
  --md-lime-200: #e6ee9c;
  --md-lime-300: #dce775;
  --md-lime-400: #d4e157;
  --md-lime-500: #cddc39;
  --md-lime-600: #c0ca33;
  --md-lime-700: #afb42b;
  --md-lime-800: #9e9d24;
  --md-lime-900: #827717;
  --md-lime-A100: #f4ff81;
  --md-lime-A200: #eeff41;
  --md-lime-A400: #c6ff00;
  --md-lime-A700: #aeea00;

  --md-yellow-50: #fffde7;
  --md-yellow-100: #fff9c4;
  --md-yellow-200: #fff59d;
  --md-yellow-300: #fff176;
  --md-yellow-400: #ffee58;
  --md-yellow-500: #ffeb3b;
  --md-yellow-600: #fdd835;
  --md-yellow-700: #fbc02d;
  --md-yellow-800: #f9a825;
  --md-yellow-900: #f57f17;
  --md-yellow-A100: #ffff8d;
  --md-yellow-A200: #ffff00;
  --md-yellow-A400: #ffea00;
  --md-yellow-A700: #ffd600;

  --md-amber-50: #fff8e1;
  --md-amber-100: #ffecb3;
  --md-amber-200: #ffe082;
  --md-amber-300: #ffd54f;
  --md-amber-400: #ffca28;
  --md-amber-500: #ffc107;
  --md-amber-600: #ffb300;
  --md-amber-700: #ffa000;
  --md-amber-800: #ff8f00;
  --md-amber-900: #ff6f00;
  --md-amber-A100: #ffe57f;
  --md-amber-A200: #ffd740;
  --md-amber-A400: #ffc400;
  --md-amber-A700: #ffab00;

  --md-orange-50: #fff3e0;
  --md-orange-100: #ffe0b2;
  --md-orange-200: #ffcc80;
  --md-orange-300: #ffb74d;
  --md-orange-400: #ffa726;
  --md-orange-500: #ff9800;
  --md-orange-600: #fb8c00;
  --md-orange-700: #f57c00;
  --md-orange-800: #ef6c00;
  --md-orange-900: #e65100;
  --md-orange-A100: #ffd180;
  --md-orange-A200: #ffab40;
  --md-orange-A400: #ff9100;
  --md-orange-A700: #ff6d00;

  --md-deep-orange-50: #fbe9e7;
  --md-deep-orange-100: #ffccbc;
  --md-deep-orange-200: #ffab91;
  --md-deep-orange-300: #ff8a65;
  --md-deep-orange-400: #ff7043;
  --md-deep-orange-500: #ff5722;
  --md-deep-orange-600: #f4511e;
  --md-deep-orange-700: #e64a19;
  --md-deep-orange-800: #d84315;
  --md-deep-orange-900: #bf360c;
  --md-deep-orange-A100: #ff9e80;
  --md-deep-orange-A200: #ff6e40;
  --md-deep-orange-A400: #ff3d00;
  --md-deep-orange-A700: #dd2c00;

  --md-brown-50: #efebe9;
  --md-brown-100: #d7ccc8;
  --md-brown-200: #bcaaa4;
  --md-brown-300: #a1887f;
  --md-brown-400: #8d6e63;
  --md-brown-500: #795548;
  --md-brown-600: #6d4c41;
  --md-brown-700: #5d4037;
  --md-brown-800: #4e342e;
  --md-brown-900: #3e2723;

  --md-grey-50: #fafafa;
  --md-grey-100: #f5f5f5;
  --md-grey-200: #eeeeee;
  --md-grey-300: #e0e0e0;
  --md-grey-400: #bdbdbd;
  --md-grey-500: #9e9e9e;
  --md-grey-600: #757575;
  --md-grey-700: #616161;
  --md-grey-800: #424242;
  --md-grey-900: #212121;

  --md-blue-grey-50: #eceff1;
  --md-blue-grey-100: #cfd8dc;
  --md-blue-grey-200: #b0bec5;
  --md-blue-grey-300: #90a4ae;
  --md-blue-grey-400: #78909c;
  --md-blue-grey-500: #607d8b;
  --md-blue-grey-600: #546e7a;
  --md-blue-grey-700: #455a64;
  --md-blue-grey-800: #37474f;
  --md-blue-grey-900: #263238;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Spinner {
  position: absolute;
  display: flex;
  justify-content: center;
  align-items: center;
  z-index: 10;
  left: 0;
  top: 0;
  width: 100%;
  height: 100%;
  background: var(--jp-layout-color0);
  outline: none;
}

.jp-SpinnerContent {
  font-size: 10px;
  margin: 50px auto;
  text-indent: -9999em;
  width: 3em;
  height: 3em;
  border-radius: 50%;
  background: var(--jp-brand-color3);
  background: linear-gradient(
    to right,
    #f37626 10%,
    rgba(255, 255, 255, 0) 42%
  );
  position: relative;
  animation: load3 1s infinite linear, fadeIn 1s;
}

.jp-SpinnerContent:before {
  width: 50%;
  height: 50%;
  background: #f37626;
  border-radius: 100% 0 0 0;
  position: absolute;
  top: 0;
  left: 0;
  content: '';
}

.jp-SpinnerContent:after {
  background: var(--jp-layout-color0);
  width: 75%;
  height: 75%;
  border-radius: 50%;
  content: '';
  margin: auto;
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  right: 0;
}

@keyframes fadeIn {
  0% {
    opacity: 0;
  }
  100% {
    opacity: 1;
  }
}

@keyframes load3 {
  0% {
    transform: rotate(0deg);
  }
  100% {
    transform: rotate(360deg);
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

button.jp-mod-styled {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  border: none;
  box-sizing: border-box;
  text-align: center;
  line-height: 32px;
  height: 32px;
  padding: 0px 12px;
  letter-spacing: 0.8px;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

input.jp-mod-styled {
  background: var(--jp-input-background);
  height: 28px;
  box-sizing: border-box;
  border: var(--jp-border-width) solid var(--jp-border-color1);
  padding-left: 7px;
  padding-right: 7px;
  font-size: var(--jp-ui-font-size2);
  color: var(--jp-ui-font-color0);
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

input[type='checkbox'].jp-mod-styled {
  appearance: checkbox;
  -webkit-appearance: checkbox;
  -moz-appearance: checkbox;
  height: auto;
}

input.jp-mod-styled:focus {
  border: var(--jp-border-width) solid var(--md-blue-500);
  box-shadow: inset 0 0 4px var(--md-blue-300);
}

.jp-FileDialog-Checkbox {
  margin-top: 35px;
  display: flex;
  flex-direction: row;
  align-items: end;
  width: 100%;
}

.jp-FileDialog-Checkbox > label {
  flex: 1 1 auto;
}

.jp-select-wrapper {
  display: flex;
  position: relative;
  flex-direction: column;
  padding: 1px;
  background-color: var(--jp-layout-color1);
  height: 28px;
  box-sizing: border-box;
  margin-bottom: 12px;
}

.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
  background-color: var(--jp-input-active-background);
}

select.jp-mod-styled:hover {
  background-color: var(--jp-layout-color1);
  cursor: pointer;
  color: var(--jp-ui-font-color0);
  background-color: var(--jp-input-hover-background);
  box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
}

select.jp-mod-styled {
  flex: 1 1 auto;
  height: 32px;
  width: 100%;
  font-size: var(--jp-ui-font-size2);
  background: var(--jp-input-background);
  color: var(--jp-ui-font-color0);
  padding: 0 25px 0 8px;
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  border-radius: 0px;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

:root {
  --jp-private-toolbar-height: calc(
    28px + var(--jp-border-width)
  ); /* leave 28px for content */
}

.jp-Toolbar {
  color: var(--jp-ui-font-color1);
  flex: 0 0 auto;
  display: flex;
  flex-direction: row;
  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  box-shadow: var(--jp-toolbar-box-shadow);
  background: var(--jp-toolbar-background);
  min-height: var(--jp-toolbar-micro-height);
  padding: 2px;
  z-index: 1;
  overflow-x: auto;
}

/* Toolbar items */

.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
  flex-grow: 1;
  flex-shrink: 1;
}

.jp-Toolbar-item.jp-Toolbar-kernelStatus {
  display: inline-block;
  width: 32px;
  background-repeat: no-repeat;
  background-position: center;
  background-size: 16px;
}

.jp-Toolbar > .jp-Toolbar-item {
  flex: 0 0 auto;
  display: flex;
  padding-left: 1px;
  padding-right: 1px;
  font-size: var(--jp-ui-font-size1);
  line-height: var(--jp-private-toolbar-height);
  height: 100%;
}

/* Toolbar buttons */

/* This is the div we use to wrap the react component into a Widget */
div.jp-ToolbarButton {
  color: transparent;
  border: none;
  box-sizing: border-box;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
  padding: 0px;
  margin: 0px;
}

button.jp-ToolbarButtonComponent {
  background: var(--jp-layout-color1);
  border: none;
  box-sizing: border-box;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
  padding: 0px 6px;
  margin: 0px;
  height: 24px;
  border-radius: var(--jp-border-radius);
  display: flex;
  align-items: center;
  text-align: center;
  font-size: 14px;
  min-width: unset;
  min-height: unset;
}

button.jp-ToolbarButtonComponent:disabled {
  opacity: 0.4;
}

button.jp-ToolbarButtonComponent span {
  padding: 0px;
  flex: 0 0 auto;
}

button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
  font-size: var(--jp-ui-font-size1);
  line-height: 100%;
  padding-left: 2px;
  color: var(--jp-ui-font-color1);
}

#jp-main-dock-panel[data-mode='single-document']
  .jp-MainAreaWidget
  > .jp-Toolbar.jp-Toolbar-micro {
  padding: 0;
  min-height: 0;
}

#jp-main-dock-panel[data-mode='single-document']
  .jp-MainAreaWidget
  > .jp-Toolbar {
  border: none;
  box-shadow: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
body.lm-mod-override-cursor * {
  cursor: inherit !important;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-JSONEditor {
  display: flex;
  flex-direction: column;
  width: 100%;
}

.jp-JSONEditor-host {
  flex: 1 1 auto;
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  border-radius: 0px;
  background: var(--jp-layout-color0);
  min-height: 50px;
  padding: 1px;
}

.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
  border-color: red;
  outline-color: red;
}

.jp-JSONEditor-header {
  display: flex;
  flex: 1 0 auto;
  padding: 0 0 0 12px;
}

.jp-JSONEditor-header label {
  flex: 0 0 auto;
}

.jp-JSONEditor-commitButton {
  height: 16px;
  width: 16px;
  background-size: 18px;
  background-repeat: no-repeat;
  background-position: center;
}

.jp-JSONEditor-host.jp-mod-focused {
  background-color: var(--jp-input-active-background);
  border: 1px solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
}

.jp-Editor.jp-mod-dropTarget {
  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
}

/* BASICS */

.CodeMirror {
  /* Set height, width, borders, and global font properties here */
  font-family: monospace;
  height: 300px;
  color: black;
  direction: ltr;
}

/* PADDING */

.CodeMirror-lines {
  padding: 4px 0; /* Vertical padding around content */
}
.CodeMirror pre.CodeMirror-line,
.CodeMirror pre.CodeMirror-line-like {
  padding: 0 4px; /* Horizontal padding of content */
}

.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
  background-color: white; /* The little square between H and V scrollbars */
}

/* GUTTER */

.CodeMirror-gutters {
  border-right: 1px solid #ddd;
  background-color: #f7f7f7;
  white-space: nowrap;
}
.CodeMirror-linenumbers {}
.CodeMirror-linenumber {
  padding: 0 3px 0 5px;
  min-width: 20px;
  text-align: right;
  color: #999;
  white-space: nowrap;
}

.CodeMirror-guttermarker { color: black; }
.CodeMirror-guttermarker-subtle { color: #999; }

/* CURSOR */

.CodeMirror-cursor {
  border-left: 1px solid black;
  border-right: none;
  width: 0;
}
/* Shown when moving in bi-directional text */
.CodeMirror div.CodeMirror-secondarycursor {
  border-left: 1px solid silver;
}
.cm-fat-cursor .CodeMirror-cursor {
  width: auto;
  border: 0 !important;
  background: #7e7;
}
.cm-fat-cursor div.CodeMirror-cursors {
  z-index: 1;
}
.cm-fat-cursor-mark {
  background-color: rgba(20, 255, 20, 0.5);
  -webkit-animation: blink 1.06s steps(1) infinite;
  -moz-animation: blink 1.06s steps(1) infinite;
  animation: blink 1.06s steps(1) infinite;
}
.cm-animate-fat-cursor {
  width: auto;
  border: 0;
  -webkit-animation: blink 1.06s steps(1) infinite;
  -moz-animation: blink 1.06s steps(1) infinite;
  animation: blink 1.06s steps(1) infinite;
  background-color: #7e7;
}
@-moz-keyframes blink {
  0% {}
  50% { background-color: transparent; }
  100% {}
}
@-webkit-keyframes blink {
  0% {}
  50% { background-color: transparent; }
  100% {}
}
@keyframes blink {
  0% {}
  50% { background-color: transparent; }
  100% {}
}

/* Can style cursor different in overwrite (non-insert) mode */
.CodeMirror-overwrite .CodeMirror-cursor {}

.cm-tab { display: inline-block; text-decoration: inherit; }

.CodeMirror-rulers {
  position: absolute;
  left: 0; right: 0; top: -50px; bottom: 0;
  overflow: hidden;
}
.CodeMirror-ruler {
  border-left: 1px solid #ccc;
  top: 0; bottom: 0;
  position: absolute;
}

/* DEFAULT THEME */

.cm-s-default .cm-header {color: blue;}
.cm-s-default .cm-quote {color: #090;}
.cm-negative {color: #d44;}
.cm-positive {color: #292;}
.cm-header, .cm-strong {font-weight: bold;}
.cm-em {font-style: italic;}
.cm-link {text-decoration: underline;}
.cm-strikethrough {text-decoration: line-through;}

.cm-s-default .cm-keyword {color: #708;}
.cm-s-default .cm-atom {color: #219;}
.cm-s-default .cm-number {color: #164;}
.cm-s-default .cm-def {color: #00f;}
.cm-s-default .cm-variable,
.cm-s-default .cm-punctuation,
.cm-s-default .cm-property,
.cm-s-default .cm-operator {}
.cm-s-default .cm-variable-2 {color: #05a;}
.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
.cm-s-default .cm-comment {color: #a50;}
.cm-s-default .cm-string {color: #a11;}
.cm-s-default .cm-string-2 {color: #f50;}
.cm-s-default .cm-meta {color: #555;}
.cm-s-default .cm-qualifier {color: #555;}
.cm-s-default .cm-builtin {color: #30a;}
.cm-s-default .cm-bracket {color: #997;}
.cm-s-default .cm-tag {color: #170;}
.cm-s-default .cm-attribute {color: #00c;}
.cm-s-default .cm-hr {color: #999;}
.cm-s-default .cm-link {color: #00c;}

.cm-s-default .cm-error {color: #f00;}
.cm-invalidchar {color: #f00;}

.CodeMirror-composing { border-bottom: 2px solid; }

/* Default styles for common addons */

div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
.CodeMirror-activeline-background {background: #e8f2ff;}

/* STOP */

/* The rest of this file contains styles related to the mechanics of
   the editor. You probably shouldn't touch them. */

.CodeMirror {
  position: relative;
  overflow: hidden;
  background: white;
}

.CodeMirror-scroll {
  overflow: scroll !important; /* Things will break if this is overridden */
  /* 50px is the magic margin used to hide the element's real scrollbars */
  /* See overflow: hidden in .CodeMirror */
  margin-bottom: -50px; margin-right: -50px;
  padding-bottom: 50px;
  height: 100%;
  outline: none; /* Prevent dragging from highlighting the element */
  position: relative;
}
.CodeMirror-sizer {
  position: relative;
  border-right: 50px solid transparent;
}

/* The fake, visible scrollbars. Used to force redraw during scrolling
   before actual scrolling happens, thus preventing shaking and
   flickering artifacts. */
.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
  position: absolute;
  z-index: 6;
  display: none;
  outline: none;
}
.CodeMirror-vscrollbar {
  right: 0; top: 0;
  overflow-x: hidden;
  overflow-y: scroll;
}
.CodeMirror-hscrollbar {
  bottom: 0; left: 0;
  overflow-y: hidden;
  overflow-x: scroll;
}
.CodeMirror-scrollbar-filler {
  right: 0; bottom: 0;
}
.CodeMirror-gutter-filler {
  left: 0; bottom: 0;
}

.CodeMirror-gutters {
  position: absolute; left: 0; top: 0;
  min-height: 100%;
  z-index: 3;
}
.CodeMirror-gutter {
  white-space: normal;
  height: 100%;
  display: inline-block;
  vertical-align: top;
  margin-bottom: -50px;
}
.CodeMirror-gutter-wrapper {
  position: absolute;
  z-index: 4;
  background: none !important;
  border: none !important;
}
.CodeMirror-gutter-background {
  position: absolute;
  top: 0; bottom: 0;
  z-index: 4;
}
.CodeMirror-gutter-elt {
  position: absolute;
  cursor: default;
  z-index: 4;
}
.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }

.CodeMirror-lines {
  cursor: text;
  min-height: 1px; /* prevents collapsing before first draw */
}
.CodeMirror pre.CodeMirror-line,
.CodeMirror pre.CodeMirror-line-like {
  /* Reset some styles that the rest of the page might have set */
  -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
  border-width: 0;
  background: transparent;
  font-family: inherit;
  font-size: inherit;
  margin: 0;
  white-space: pre;
  word-wrap: normal;
  line-height: inherit;
  color: inherit;
  z-index: 2;
  position: relative;
  overflow: visible;
  -webkit-tap-highlight-color: transparent;
  -webkit-font-variant-ligatures: contextual;
  font-variant-ligatures: contextual;
}
.CodeMirror-wrap pre.CodeMirror-line,
.CodeMirror-wrap pre.CodeMirror-line-like {
  word-wrap: break-word;
  white-space: pre-wrap;
  word-break: normal;
}

.CodeMirror-linebackground {
  position: absolute;
  left: 0; right: 0; top: 0; bottom: 0;
  z-index: 0;
}

.CodeMirror-linewidget {
  position: relative;
  z-index: 2;
  padding: 0.1px; /* Force widget margins to stay inside of the container */
}

.CodeMirror-widget {}

.CodeMirror-rtl pre { direction: rtl; }

.CodeMirror-code {
  outline: none;
}

/* Force content-box sizing for the elements where we expect it */
.CodeMirror-scroll,
.CodeMirror-sizer,
.CodeMirror-gutter,
.CodeMirror-gutters,
.CodeMirror-linenumber {
  -moz-box-sizing: content-box;
  box-sizing: content-box;
}

.CodeMirror-measure {
  position: absolute;
  width: 100%;
  height: 0;
  overflow: hidden;
  visibility: hidden;
}

.CodeMirror-cursor {
  position: absolute;
  pointer-events: none;
}
.CodeMirror-measure pre { position: static; }

div.CodeMirror-cursors {
  visibility: hidden;
  position: relative;
  z-index: 3;
}
div.CodeMirror-dragcursors {
  visibility: visible;
}

.CodeMirror-focused div.CodeMirror-cursors {
  visibility: visible;
}

.CodeMirror-selected { background: #d9d9d9; }
.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
.CodeMirror-crosshair { cursor: crosshair; }
.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }

.cm-searching {
  background-color: #ffa;
  background-color: rgba(255, 255, 0, .4);
}

/* Used to force a border model for a node */
.cm-force-border { padding-right: .1px; }

@media print {
  /* Hide the cursor when printing */
  .CodeMirror div.CodeMirror-cursors {
    visibility: hidden;
  }
}

/* See issue #2901 */
.cm-tab-wrap-hack:after { content: ''; }

/* Help users use markselection to safely style text background */
span.CodeMirror-selectedtext { background: none; }

.CodeMirror-dialog {
  position: absolute;
  left: 0; right: 0;
  background: inherit;
  z-index: 15;
  padding: .1em .8em;
  overflow: hidden;
  color: inherit;
}

.CodeMirror-dialog-top {
  border-bottom: 1px solid #eee;
  top: 0;
}

.CodeMirror-dialog-bottom {
  border-top: 1px solid #eee;
  bottom: 0;
}

.CodeMirror-dialog input {
  border: none;
  outline: none;
  background: transparent;
  width: 20em;
  color: inherit;
  font-family: monospace;
}

.CodeMirror-dialog button {
  font-size: 70%;
}

.CodeMirror-foldmarker {
  color: blue;
  text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
  font-family: arial;
  line-height: .3;
  cursor: pointer;
}
.CodeMirror-foldgutter {
  width: .7em;
}
.CodeMirror-foldgutter-open,
.CodeMirror-foldgutter-folded {
  cursor: pointer;
}
.CodeMirror-foldgutter-open:after {
  content: "\25BE";
}
.CodeMirror-foldgutter-folded:after {
  content: "\25B8";
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.CodeMirror {
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  font-family: var(--jp-code-font-family);
  border: 0;
  border-radius: 0;
  height: auto;
  /* Changed to auto to autogrow */
}

.CodeMirror pre {
  padding: 0 var(--jp-code-padding);
}

.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
  background-color: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
}

/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
/* May not cause it not because we changed it! */
.CodeMirror-lines {
  padding: var(--jp-code-padding) 0;
}

.CodeMirror-linenumber {
  padding: 0 8px;
}

.jp-CodeMirrorEditor {
  cursor: text;
}

.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
}

/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
    border-left: var(--jp-code-cursor-width1) solid
      var(--jp-editor-cursor-color);
  }
}

/* When zoomed out less than 33% */
@media screen and (min-width: 4320px) {
  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
    border-left: var(--jp-code-cursor-width2) solid
      var(--jp-editor-cursor-color);
  }
}

.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
  display: none;
}

.CodeMirror-gutters {
  border-right: 1px solid var(--jp-border-color2);
  background-color: var(--jp-layout-color0);
}

.jp-CollaboratorCursor {
  border-left: 5px solid transparent;
  border-right: 5px solid transparent;
  border-top: none;
  border-bottom: 3px solid;
  background-clip: content-box;
  margin-left: -5px;
  margin-right: -5px;
}

.CodeMirror-selectedtext.cm-searching {
  background-color: var(--jp-search-selected-match-background-color) !important;
  color: var(--jp-search-selected-match-color) !important;
}

.cm-searching {
  background-color: var(
    --jp-search-unselected-match-background-color
  ) !important;
  color: var(--jp-search-unselected-match-color) !important;
}

.CodeMirror-focused .CodeMirror-selected {
  background-color: var(--jp-editor-selected-focused-background);
}

.CodeMirror-selected {
  background-color: var(--jp-editor-selected-background);
}

.jp-CollaboratorCursor-hover {
  position: absolute;
  z-index: 1;
  transform: translateX(-50%);
  color: white;
  border-radius: 3px;
  padding-left: 4px;
  padding-right: 4px;
  padding-top: 1px;
  padding-bottom: 1px;
  text-align: center;
  font-size: var(--jp-ui-font-size1);
  white-space: nowrap;
}

.jp-CodeMirror-ruler {
  border-left: 1px dashed var(--jp-border-color2);
}

/**
 * Here is our jupyter theme for CodeMirror syntax highlighting
 * This is used in our marked.js syntax highlighting and CodeMirror itself
 * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
 * This came from the classic notebook, which came form highlight.js/GitHub
 */

/**
 * CodeMirror themes are handling the background/color in this way. This works
 * fine for CodeMirror editors outside the notebook, but the notebook styles
 * these things differently.
 */
.CodeMirror.cm-s-jupyter {
  background: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
}

/* In the notebook, we want this styling to be handled by its container */
.jp-CodeConsole .CodeMirror.cm-s-jupyter,
.jp-Notebook .CodeMirror.cm-s-jupyter {
  background: transparent;
}

.cm-s-jupyter .CodeMirror-cursor {
  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
}
.cm-s-jupyter span.cm-keyword {
  color: var(--jp-mirror-editor-keyword-color);
  font-weight: bold;
}
.cm-s-jupyter span.cm-atom {
  color: var(--jp-mirror-editor-atom-color);
}
.cm-s-jupyter span.cm-number {
  color: var(--jp-mirror-editor-number-color);
}
.cm-s-jupyter span.cm-def {
  color: var(--jp-mirror-editor-def-color);
}
.cm-s-jupyter span.cm-variable {
  color: var(--jp-mirror-editor-variable-color);
}
.cm-s-jupyter span.cm-variable-2 {
  color: var(--jp-mirror-editor-variable-2-color);
}
.cm-s-jupyter span.cm-variable-3 {
  color: var(--jp-mirror-editor-variable-3-color);
}
.cm-s-jupyter span.cm-punctuation {
  color: var(--jp-mirror-editor-punctuation-color);
}
.cm-s-jupyter span.cm-property {
  color: var(--jp-mirror-editor-property-color);
}
.cm-s-jupyter span.cm-operator {
  color: var(--jp-mirror-editor-operator-color);
  font-weight: bold;
}
.cm-s-jupyter span.cm-comment {
  color: var(--jp-mirror-editor-comment-color);
  font-style: italic;
}
.cm-s-jupyter span.cm-string {
  color: var(--jp-mirror-editor-string-color);
}
.cm-s-jupyter span.cm-string-2 {
  color: var(--jp-mirror-editor-string-2-color);
}
.cm-s-jupyter span.cm-meta {
  color: var(--jp-mirror-editor-meta-color);
}
.cm-s-jupyter span.cm-qualifier {
  color: var(--jp-mirror-editor-qualifier-color);
}
.cm-s-jupyter span.cm-builtin {
  color: var(--jp-mirror-editor-builtin-color);
}
.cm-s-jupyter span.cm-bracket {
  color: var(--jp-mirror-editor-bracket-color);
}
.cm-s-jupyter span.cm-tag {
  color: var(--jp-mirror-editor-tag-color);
}
.cm-s-jupyter span.cm-attribute {
  color: var(--jp-mirror-editor-attribute-color);
}
.cm-s-jupyter span.cm-header {
  color: var(--jp-mirror-editor-header-color);
}
.cm-s-jupyter span.cm-quote {
  color: var(--jp-mirror-editor-quote-color);
}
.cm-s-jupyter span.cm-link {
  color: var(--jp-mirror-editor-link-color);
}
.cm-s-jupyter span.cm-error {
  color: var(--jp-mirror-editor-error-color);
}
.cm-s-jupyter span.cm-hr {
  color: #999;
}

.cm-s-jupyter span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}

.cm-s-jupyter .CodeMirror-activeline-background,
.cm-s-jupyter .CodeMirror-gutter {
  background-color: var(--jp-layout-color2);
}

/* Styles for shared cursors (remote cursor locations and selected ranges) */
.jp-CodeMirrorEditor .remote-caret {
  position: relative;
  border-left: 2px solid black;
  margin-left: -1px;
  margin-right: -1px;
  box-sizing: border-box;
}

.jp-CodeMirrorEditor .remote-caret > div {
  white-space: nowrap;
  position: absolute;
  top: -1.15em;
  padding-bottom: 0.05em;
  left: -2px;
  font-size: 0.95em;
  background-color: rgb(250, 129, 0);
  font-family: var(--jp-ui-font-family);
  font-weight: bold;
  line-height: normal;
  user-select: none;
  color: white;
  padding-left: 2px;
  padding-right: 2px;
  z-index: 3;
  transition: opacity 0.3s ease-in-out;
}

.jp-CodeMirrorEditor .remote-caret.hide-name > div {
  transition-delay: 0.7s;
  opacity: 0;
}

.jp-CodeMirrorEditor .remote-caret:hover > div {
  opacity: 1;
  transition-delay: 0s;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| RenderedText
|----------------------------------------------------------------------------*/

:root {
  /* This is the padding value to fill the gaps between lines containing spans with background color. */
  --jp-private-code-span-padding: calc(
    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
  );
}

.jp-RenderedText {
  text-align: left;
  padding-left: var(--jp-code-padding);
  line-height: var(--jp-code-line-height);
  font-family: var(--jp-code-font-family);
}

.jp-RenderedText pre,
.jp-RenderedJavaScript pre,
.jp-RenderedHTMLCommon pre {
  color: var(--jp-content-font-color1);
  font-size: var(--jp-code-font-size);
  border: none;
  margin: 0px;
  padding: 0px;
}

.jp-RenderedText pre a:link {
  text-decoration: none;
  color: var(--jp-content-link-color);
}
.jp-RenderedText pre a:hover {
  text-decoration: underline;
  color: var(--jp-content-link-color);
}
.jp-RenderedText pre a:visited {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

/* console foregrounds and backgrounds */
.jp-RenderedText pre .ansi-black-fg {
  color: #3e424d;
}
.jp-RenderedText pre .ansi-red-fg {
  color: #e75c58;
}
.jp-RenderedText pre .ansi-green-fg {
  color: #00a250;
}
.jp-RenderedText pre .ansi-yellow-fg {
  color: #ddb62b;
}
.jp-RenderedText pre .ansi-blue-fg {
  color: #208ffb;
}
.jp-RenderedText pre .ansi-magenta-fg {
  color: #d160c4;
}
.jp-RenderedText pre .ansi-cyan-fg {
  color: #60c6c8;
}
.jp-RenderedText pre .ansi-white-fg {
  color: #c5c1b4;
}

.jp-RenderedText pre .ansi-black-bg {
  background-color: #3e424d;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-red-bg {
  background-color: #e75c58;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-green-bg {
  background-color: #00a250;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-yellow-bg {
  background-color: #ddb62b;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-blue-bg {
  background-color: #208ffb;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-magenta-bg {
  background-color: #d160c4;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-cyan-bg {
  background-color: #60c6c8;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-white-bg {
  background-color: #c5c1b4;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-black-intense-fg {
  color: #282c36;
}
.jp-RenderedText pre .ansi-red-intense-fg {
  color: #b22b31;
}
.jp-RenderedText pre .ansi-green-intense-fg {
  color: #007427;
}
.jp-RenderedText pre .ansi-yellow-intense-fg {
  color: #b27d12;
}
.jp-RenderedText pre .ansi-blue-intense-fg {
  color: #0065ca;
}
.jp-RenderedText pre .ansi-magenta-intense-fg {
  color: #a03196;
}
.jp-RenderedText pre .ansi-cyan-intense-fg {
  color: #258f8f;
}
.jp-RenderedText pre .ansi-white-intense-fg {
  color: #a1a6b2;
}

.jp-RenderedText pre .ansi-black-intense-bg {
  background-color: #282c36;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-red-intense-bg {
  background-color: #b22b31;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-green-intense-bg {
  background-color: #007427;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-yellow-intense-bg {
  background-color: #b27d12;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-blue-intense-bg {
  background-color: #0065ca;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-magenta-intense-bg {
  background-color: #a03196;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-cyan-intense-bg {
  background-color: #258f8f;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-white-intense-bg {
  background-color: #a1a6b2;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-default-inverse-fg {
  color: var(--jp-ui-inverse-font-color0);
}
.jp-RenderedText pre .ansi-default-inverse-bg {
  background-color: var(--jp-inverse-layout-color0);
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-bold {
  font-weight: bold;
}
.jp-RenderedText pre .ansi-underline {
  text-decoration: underline;
}

.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
  background: var(--jp-rendermime-error-background);
  padding-top: var(--jp-code-padding);
}

/*-----------------------------------------------------------------------------
| RenderedLatex
|----------------------------------------------------------------------------*/

.jp-RenderedLatex {
  color: var(--jp-content-font-color1);
  font-size: var(--jp-content-font-size1);
  line-height: var(--jp-content-line-height);
}

/* Left-justify outputs.*/
.jp-OutputArea-output.jp-RenderedLatex {
  padding: var(--jp-code-padding);
  text-align: left;
}

/*-----------------------------------------------------------------------------
| RenderedHTML
|----------------------------------------------------------------------------*/

.jp-RenderedHTMLCommon {
  color: var(--jp-content-font-color1);
  font-family: var(--jp-content-font-family);
  font-size: var(--jp-content-font-size1);
  line-height: var(--jp-content-line-height);
  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
  padding-right: 20px;
}

.jp-RenderedHTMLCommon em {
  font-style: italic;
}

.jp-RenderedHTMLCommon strong {
  font-weight: bold;
}

.jp-RenderedHTMLCommon u {
  text-decoration: underline;
}

.jp-RenderedHTMLCommon a:link {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

.jp-RenderedHTMLCommon a:hover {
  text-decoration: underline;
  color: var(--jp-content-link-color);
}

.jp-RenderedHTMLCommon a:visited {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

/* Headings */

.jp-RenderedHTMLCommon h1,
.jp-RenderedHTMLCommon h2,
.jp-RenderedHTMLCommon h3,
.jp-RenderedHTMLCommon h4,
.jp-RenderedHTMLCommon h5,
.jp-RenderedHTMLCommon h6 {
  line-height: var(--jp-content-heading-line-height);
  font-weight: var(--jp-content-heading-font-weight);
  font-style: normal;
  margin: var(--jp-content-heading-margin-top) 0
    var(--jp-content-heading-margin-bottom) 0;
}

.jp-RenderedHTMLCommon h1:first-child,
.jp-RenderedHTMLCommon h2:first-child,
.jp-RenderedHTMLCommon h3:first-child,
.jp-RenderedHTMLCommon h4:first-child,
.jp-RenderedHTMLCommon h5:first-child,
.jp-RenderedHTMLCommon h6:first-child {
  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
}

.jp-RenderedHTMLCommon h1:last-child,
.jp-RenderedHTMLCommon h2:last-child,
.jp-RenderedHTMLCommon h3:last-child,
.jp-RenderedHTMLCommon h4:last-child,
.jp-RenderedHTMLCommon h5:last-child,
.jp-RenderedHTMLCommon h6:last-child {
  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
}

.jp-RenderedHTMLCommon h1 {
  font-size: var(--jp-content-font-size5);
}

.jp-RenderedHTMLCommon h2 {
  font-size: var(--jp-content-font-size4);
}

.jp-RenderedHTMLCommon h3 {
  font-size: var(--jp-content-font-size3);
}

.jp-RenderedHTMLCommon h4 {
  font-size: var(--jp-content-font-size2);
}

.jp-RenderedHTMLCommon h5 {
  font-size: var(--jp-content-font-size1);
}

.jp-RenderedHTMLCommon h6 {
  font-size: var(--jp-content-font-size0);
}

/* Lists */

.jp-RenderedHTMLCommon ul:not(.list-inline),
.jp-RenderedHTMLCommon ol:not(.list-inline) {
  padding-left: 2em;
}

.jp-RenderedHTMLCommon ul {
  list-style: disc;
}

.jp-RenderedHTMLCommon ul ul {
  list-style: square;
}

.jp-RenderedHTMLCommon ul ul ul {
  list-style: circle;
}

.jp-RenderedHTMLCommon ol {
  list-style: decimal;
}

.jp-RenderedHTMLCommon ol ol {
  list-style: upper-alpha;
}

.jp-RenderedHTMLCommon ol ol ol {
  list-style: lower-alpha;
}

.jp-RenderedHTMLCommon ol ol ol ol {
  list-style: lower-roman;
}

.jp-RenderedHTMLCommon ol ol ol ol ol {
  list-style: decimal;
}

.jp-RenderedHTMLCommon ol,
.jp-RenderedHTMLCommon ul {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon ul ul,
.jp-RenderedHTMLCommon ul ol,
.jp-RenderedHTMLCommon ol ul,
.jp-RenderedHTMLCommon ol ol {
  margin-bottom: 0em;
}

.jp-RenderedHTMLCommon hr {
  color: var(--jp-border-color2);
  background-color: var(--jp-border-color1);
  margin-top: 1em;
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon > pre {
  margin: 1.5em 2em;
}

.jp-RenderedHTMLCommon pre,
.jp-RenderedHTMLCommon code {
  border: 0;
  background-color: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
  font-family: var(--jp-code-font-family);
  font-size: inherit;
  line-height: var(--jp-code-line-height);
  padding: 0;
  white-space: pre-wrap;
}

.jp-RenderedHTMLCommon :not(pre) > code {
  background-color: var(--jp-layout-color2);
  padding: 1px 5px;
}

/* Tables */

.jp-RenderedHTMLCommon table {
  border-collapse: collapse;
  border-spacing: 0;
  border: none;
  color: var(--jp-ui-font-color1);
  font-size: 12px;
  table-layout: fixed;
  margin-left: auto;
  margin-right: auto;
}

.jp-RenderedHTMLCommon thead {
  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
  vertical-align: bottom;
}

.jp-RenderedHTMLCommon td,
.jp-RenderedHTMLCommon th,
.jp-RenderedHTMLCommon tr {
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}

.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
  max-width: none;
}

:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
  text-align: right;
}

.jp-RenderedHTMLCommon th {
  font-weight: bold;
}

.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
  background: var(--jp-layout-color0);
}

.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
  background: var(--jp-rendermime-table-row-background);
}

.jp-RenderedHTMLCommon tbody tr:hover {
  background: var(--jp-rendermime-table-row-hover-background);
}

.jp-RenderedHTMLCommon table {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon p {
  text-align: left;
  margin: 0px;
}

.jp-RenderedHTMLCommon p {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon img {
  -moz-force-broken-image-icon: 1;
}

/* Restrict to direct children as other images could be nested in other content. */
.jp-RenderedHTMLCommon > img {
  display: block;
  margin-left: 0;
  margin-right: 0;
  margin-bottom: 1em;
}

/* Change color behind transparent images if they need it... */
[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
  background-color: var(--jp-inverse-layout-color1);
}
[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
  background-color: var(--jp-inverse-layout-color1);
}
/* ...or leave it untouched if they don't */
[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
}
[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
}

.jp-RenderedHTMLCommon img,
.jp-RenderedImage img,
.jp-RenderedHTMLCommon svg,
.jp-RenderedSVG svg {
  max-width: 100%;
  height: auto;
}

.jp-RenderedHTMLCommon img.jp-mod-unconfined,
.jp-RenderedImage img.jp-mod-unconfined,
.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
.jp-RenderedSVG svg.jp-mod-unconfined {
  max-width: none;
}

.jp-RenderedHTMLCommon .alert {
  padding: var(--jp-notebook-padding);
  border: var(--jp-border-width) solid transparent;
  border-radius: var(--jp-border-radius);
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon .alert-info {
  color: var(--jp-info-color0);
  background-color: var(--jp-info-color3);
  border-color: var(--jp-info-color2);
}
.jp-RenderedHTMLCommon .alert-info hr {
  border-color: var(--jp-info-color3);
}
.jp-RenderedHTMLCommon .alert-info > p:last-child,
.jp-RenderedHTMLCommon .alert-info > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-warning {
  color: var(--jp-warn-color0);
  background-color: var(--jp-warn-color3);
  border-color: var(--jp-warn-color2);
}
.jp-RenderedHTMLCommon .alert-warning hr {
  border-color: var(--jp-warn-color3);
}
.jp-RenderedHTMLCommon .alert-warning > p:last-child,
.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-success {
  color: var(--jp-success-color0);
  background-color: var(--jp-success-color3);
  border-color: var(--jp-success-color2);
}
.jp-RenderedHTMLCommon .alert-success hr {
  border-color: var(--jp-success-color3);
}
.jp-RenderedHTMLCommon .alert-success > p:last-child,
.jp-RenderedHTMLCommon .alert-success > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-danger {
  color: var(--jp-error-color0);
  background-color: var(--jp-error-color3);
  border-color: var(--jp-error-color2);
}
.jp-RenderedHTMLCommon .alert-danger hr {
  border-color: var(--jp-error-color3);
}
.jp-RenderedHTMLCommon .alert-danger > p:last-child,
.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon blockquote {
  margin: 1em 2em;
  padding: 0 1em;
  border-left: 5px solid var(--jp-border-color2);
}

a.jp-InternalAnchorLink {
  visibility: hidden;
  margin-left: 8px;
  color: var(--md-blue-800);
}

h1:hover .jp-InternalAnchorLink,
h2:hover .jp-InternalAnchorLink,
h3:hover .jp-InternalAnchorLink,
h4:hover .jp-InternalAnchorLink,
h5:hover .jp-InternalAnchorLink,
h6:hover .jp-InternalAnchorLink {
  visibility: visible;
}

.jp-RenderedHTMLCommon kbd {
  background-color: var(--jp-rendermime-table-row-background);
  border: 1px solid var(--jp-border-color0);
  border-bottom-color: var(--jp-border-color2);
  border-radius: 3px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
  display: inline-block;
  font-size: 0.8em;
  line-height: 1em;
  padding: 0.2em 0.5em;
}

/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
 * At the bottom of cells this is a bit too much as there is also spacing
 * between cells. Going all the way to 0 gets too tight between markdown and
 * code cells.
 */
.jp-RenderedHTMLCommon > *:last-child {
  margin-bottom: 0.5em;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-MimeDocument {
  outline: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-filebrowser-button-height: 28px;
  --jp-private-filebrowser-button-width: 48px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-FileBrowser {
  display: flex;
  flex-direction: column;
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
}

.jp-FileBrowser-toolbar.jp-Toolbar {
  border-bottom: none;
  height: auto;
  margin: var(--jp-toolbar-header-margin);
  box-shadow: none;
}

.jp-BreadCrumbs {
  flex: 0 0 auto;
  margin: 8px 12px 8px 12px;
}

.jp-BreadCrumbs-item {
  margin: 0px 2px;
  padding: 0px 2px;
  border-radius: var(--jp-border-radius);
  cursor: pointer;
}

.jp-BreadCrumbs-item:hover {
  background-color: var(--jp-layout-color2);
}

.jp-BreadCrumbs-item:first-child {
  margin-left: 0px;
}

.jp-BreadCrumbs-item.jp-mod-dropTarget {
  background-color: var(--jp-brand-color2);
  opacity: 0.7;
}

/*-----------------------------------------------------------------------------
| Buttons
|----------------------------------------------------------------------------*/

.jp-FileBrowser-toolbar.jp-Toolbar {
  padding: 0px;
  margin: 8px 12px 0px 12px;
}

.jp-FileBrowser-toolbar.jp-Toolbar {
  justify-content: flex-start;
}

.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
  flex: 0 0 auto;
  padding-left: 0px;
  padding-right: 2px;
}

.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
  width: 40px;
}

.jp-FileBrowser-toolbar.jp-Toolbar
  .jp-Toolbar-item:first-child
  .jp-ToolbarButtonComponent {
  width: 72px;
  background: var(--jp-brand-color1);
}

.jp-FileBrowser-toolbar.jp-Toolbar
  .jp-Toolbar-item:first-child
  .jp-ToolbarButtonComponent:focus-visible {
  background-color: var(--jp-brand-color0);
}

.jp-FileBrowser-toolbar.jp-Toolbar
  .jp-Toolbar-item:first-child
  .jp-ToolbarButtonComponent
  .jp-icon3 {
  fill: white;
}

/*-----------------------------------------------------------------------------
| Other styles
|----------------------------------------------------------------------------*/

.jp-FileDialog.jp-mod-conflict input {
  color: var(--jp-error-color1);
}

.jp-FileDialog .jp-new-name-title {
  margin-top: 12px;
}

.jp-LastModified-hidden {
  display: none;
}

.jp-FileBrowser-filterBox {
  padding: 0px;
  flex: 0 0 auto;
  margin: 8px 12px 0px 12px;
}

/*-----------------------------------------------------------------------------
| DirListing
|----------------------------------------------------------------------------*/

.jp-DirListing {
  flex: 1 1 auto;
  display: flex;
  flex-direction: column;
  outline: 0;
}

.jp-DirListing:focus-visible {
  border: 1px solid var(--jp-brand-color1);
}

.jp-DirListing-header {
  flex: 0 0 auto;
  display: flex;
  flex-direction: row;
  overflow: hidden;
  border-top: var(--jp-border-width) solid var(--jp-border-color2);
  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
  box-shadow: var(--jp-toolbar-box-shadow);
  z-index: 2;
}

.jp-DirListing-headerItem {
  padding: 4px 12px 2px 12px;
  font-weight: 500;
}

.jp-DirListing-headerItem:hover {
  background: var(--jp-layout-color2);
}

.jp-DirListing-headerItem.jp-id-name {
  flex: 1 0 84px;
}

.jp-DirListing-headerItem.jp-id-modified {
  flex: 0 0 112px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
}

.jp-id-narrow {
  display: none;
  flex: 0 0 5px;
  padding: 4px 4px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
  color: var(--jp-border-color2);
}

.jp-DirListing-narrow .jp-id-narrow {
  display: block;
}

.jp-DirListing-narrow .jp-id-modified,
.jp-DirListing-narrow .jp-DirListing-itemModified {
  display: none;
}

.jp-DirListing-headerItem.jp-mod-selected {
  font-weight: 600;
}

/* increase specificity to override bundled default */
.jp-DirListing-content {
  flex: 1 1 auto;
  margin: 0;
  padding: 0;
  list-style-type: none;
  overflow: auto;
  background-color: var(--jp-layout-color1);
}

.jp-DirListing-content mark {
  color: var(--jp-ui-font-color0);
  background-color: transparent;
  font-weight: bold;
}

.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
  color: var(--jp-ui-inverse-font-color0);
}

/* Style the directory listing content when a user drops a file to upload */
.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
  outline: 5px dashed rgba(128, 128, 128, 0.5);
  outline-offset: -10px;
  cursor: copy;
}

.jp-DirListing-item {
  display: flex;
  flex-direction: row;
  padding: 4px 12px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.jp-DirListing-item[data-is-dot] {
  opacity: 75%;
}

.jp-DirListing-item.jp-mod-selected {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.jp-DirListing-item.jp-mod-dropTarget {
  background: var(--jp-brand-color3);
}

.jp-DirListing-item:hover:not(.jp-mod-selected) {
  background: var(--jp-layout-color2);
}

.jp-DirListing-itemIcon {
  flex: 0 0 20px;
  margin-right: 4px;
}

.jp-DirListing-itemText {
  flex: 1 0 64px;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  user-select: none;
}

.jp-DirListing-itemModified {
  flex: 0 0 125px;
  text-align: right;
}

.jp-DirListing-editor {
  flex: 1 0 64px;
  outline: none;
  border: none;
}

.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
  color: var(--jp-success-color1);
  content: '\25CF';
  font-size: 8px;
  position: absolute;
  left: -8px;
}

.jp-DirListing-item.jp-mod-running.jp-mod-selected
  .jp-DirListing-itemIcon:before {
  color: var(--jp-ui-inverse-font-color1);
}

.jp-DirListing-item.lm-mod-drag-image,
.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
  font-size: var(--jp-ui-font-size1);
  padding-left: 4px;
  margin-left: 4px;
  width: 160px;
  background-color: var(--jp-ui-inverse-font-color2);
  box-shadow: var(--jp-elevation-z2);
  border-radius: 0px;
  color: var(--jp-ui-font-color1);
  transform: translateX(-40%) translateY(-58%);
}

.jp-DirListing-deadSpace {
  flex: 1 1 auto;
  margin: 0;
  padding: 0;
  list-style-type: none;
  overflow: auto;
  background-color: var(--jp-layout-color1);
}

.jp-Document {
  min-width: 120px;
  min-height: 120px;
  outline: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
}

/*-----------------------------------------------------------------------------
| Main OutputArea
| OutputArea has a list of Outputs
|----------------------------------------------------------------------------*/

.jp-OutputArea {
  overflow-y: auto;
}

.jp-OutputArea-child {
  display: flex;
  flex-direction: row;
}

body[data-format='mobile'] .jp-OutputArea-child {
  flex-direction: column;
}

.jp-OutputPrompt {
  flex: 0 0 var(--jp-cell-prompt-width);
  color: var(--jp-cell-outprompt-font-color);
  font-family: var(--jp-cell-prompt-font-family);
  padding: var(--jp-code-padding);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
  opacity: var(--jp-cell-prompt-opacity);
  /* Right align prompt text, don't wrap to handle large prompt numbers */
  text-align: right;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  /* Disable text selection */
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

body[data-format='mobile'] .jp-OutputPrompt {
  flex: 0 0 auto;
  text-align: left;
}

.jp-OutputArea-output {
  height: auto;
  overflow: auto;
  user-select: text;
  -moz-user-select: text;
  -webkit-user-select: text;
  -ms-user-select: text;
}

.jp-OutputArea-child .jp-OutputArea-output {
  flex-grow: 1;
  flex-shrink: 1;
}

body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
  margin-left: var(--jp-notebook-padding);
}

/**
 * Isolated output.
 */
.jp-OutputArea-output.jp-mod-isolated {
  width: 100%;
  display: block;
}

/*
When drag events occur, `p-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
  position: relative;
}

body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
  content: '';
  position: absolute;
  top: 0;
  left: 0;
  right: 0;
  bottom: 0;
  background: transparent;
}

/* pre */

.jp-OutputArea-output pre {
  border: none;
  margin: 0px;
  padding: 0px;
  overflow-x: auto;
  overflow-y: auto;
  word-break: break-all;
  word-wrap: break-word;
  white-space: pre-wrap;
}

/* tables */

.jp-OutputArea-output.jp-RenderedHTMLCommon table {
  margin-left: 0;
  margin-right: 0;
}

/* description lists */

.jp-OutputArea-output dl,
.jp-OutputArea-output dt,
.jp-OutputArea-output dd {
  display: block;
}

.jp-OutputArea-output dl {
  width: 100%;
  overflow: hidden;
  padding: 0;
  margin: 0;
}

.jp-OutputArea-output dt {
  font-weight: bold;
  float: left;
  width: 20%;
  padding: 0;
  margin: 0;
}

.jp-OutputArea-output dd {
  float: left;
  width: 80%;
  padding: 0;
  margin: 0;
}

/* Hide the gutter in case of
 *  - nested output areas (e.g. in the case of output widgets)
 *  - mirrored output areas
 */
.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
  display: none;
}

/*-----------------------------------------------------------------------------
| executeResult is added to any Output-result for the display of the object
| returned by a cell
|----------------------------------------------------------------------------*/

.jp-OutputArea-output.jp-OutputArea-executeResult {
  margin-left: 0px;
  flex: 1 1 auto;
}

/* Text output with the Out[] prompt needs a top padding to match the
 * alignment of the Out[] prompt itself.
 */
.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
  padding-top: var(--jp-code-padding);
  border-top: var(--jp-border-width) solid transparent;
}

/*-----------------------------------------------------------------------------
| The Stdin output
|----------------------------------------------------------------------------*/

.jp-OutputArea-stdin {
  line-height: var(--jp-code-line-height);
  padding-top: var(--jp-code-padding);
  display: flex;
}

.jp-Stdin-prompt {
  color: var(--jp-content-font-color0);
  padding-right: var(--jp-code-padding);
  vertical-align: baseline;
  flex: 0 0 auto;
}

.jp-Stdin-input {
  font-family: var(--jp-code-font-family);
  font-size: inherit;
  color: inherit;
  background-color: inherit;
  width: 42%;
  min-width: 200px;
  /* 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;
  flex: 0 0 70%;
}

.jp-Stdin-input:focus {
  box-shadow: none;
}

/*-----------------------------------------------------------------------------
| Output Area View
|----------------------------------------------------------------------------*/

.jp-LinkedOutputView .jp-OutputArea {
  height: 100%;
  display: block;
}

.jp-LinkedOutputView .jp-OutputArea-output:only-child {
  height: 100%;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Collapser {
  flex: 0 0 var(--jp-cell-collapser-width);
  padding: 0px;
  margin: 0px;
  border: none;
  outline: none;
  background: transparent;
  border-radius: var(--jp-border-radius);
  opacity: 1;
}

.jp-Collapser-child {
  display: block;
  width: 100%;
  box-sizing: border-box;
  /* height: 100% doesn't work because the height of its parent is computed from content */
  position: absolute;
  top: 0px;
  bottom: 0px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Header/Footer
|----------------------------------------------------------------------------*/

/* Hidden by zero height by default */
.jp-CellHeader,
.jp-CellFooter {
  height: 0px;
  width: 100%;
  padding: 0px;
  margin: 0px;
  border: none;
  outline: none;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Input
|----------------------------------------------------------------------------*/

/* All input areas */
.jp-InputArea {
  display: flex;
  flex-direction: row;
  overflow: hidden;
}

body[data-format='mobile'] .jp-InputArea {
  flex-direction: column;
}

.jp-InputArea-editor {
  flex: 1 1 auto;
  overflow: hidden;
}

.jp-InputArea-editor {
  /* This is the non-active, default styling */
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  border-radius: 0px;
  background: var(--jp-cell-editor-background);
}

body[data-format='mobile'] .jp-InputArea-editor {
  margin-left: var(--jp-notebook-padding);
}

.jp-InputPrompt {
  flex: 0 0 var(--jp-cell-prompt-width);
  color: var(--jp-cell-inprompt-font-color);
  font-family: var(--jp-cell-prompt-font-family);
  padding: var(--jp-code-padding);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  opacity: var(--jp-cell-prompt-opacity);
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
  opacity: var(--jp-cell-prompt-opacity);
  /* Right align prompt text, don't wrap to handle large prompt numbers */
  text-align: right;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  /* Disable text selection */
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

body[data-format='mobile'] .jp-InputPrompt {
  flex: 0 0 auto;
  text-align: left;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/

.jp-Placeholder {
  display: flex;
  flex-direction: row;
  flex: 1 1 auto;
}

.jp-Placeholder-prompt {
  box-sizing: border-box;
}

.jp-Placeholder-content {
  flex: 1 1 auto;
  border: none;
  background: transparent;
  height: 20px;
  box-sizing: border-box;
}

.jp-Placeholder-content .jp-MoreHorizIcon {
  width: 32px;
  height: 16px;
  border: 1px solid transparent;
  border-radius: var(--jp-border-radius);
}

.jp-Placeholder-content .jp-MoreHorizIcon:hover {
  border: 1px solid var(--jp-border-color1);
  box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
  background-color: var(--jp-layout-color0);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-cell-scrolling-output-offset: 5px;
}

/*-----------------------------------------------------------------------------
| Cell
|----------------------------------------------------------------------------*/

.jp-Cell {
  padding: var(--jp-cell-padding);
  margin: 0px;
  border: none;
  outline: none;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Common input/output
|----------------------------------------------------------------------------*/

.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
  display: flex;
  flex-direction: row;
  padding: 0px;
  margin: 0px;
  /* Added to reveal the box-shadow on the input and output collapsers. */
  overflow: visible;
}

/* Only input/output areas inside cells */
.jp-Cell-inputArea,
.jp-Cell-outputArea {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Collapser
|----------------------------------------------------------------------------*/

/* Make the output collapser disappear when there is not output, but do so
 * in a manner that leaves it in the layout and preserves its width.
 */
.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
  border: none !important;
  background: transparent !important;
}

.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
  min-height: var(--jp-cell-collapser-min-height);
}

/*-----------------------------------------------------------------------------
| Output
|----------------------------------------------------------------------------*/

/* Put a space between input and output when there IS output */
.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
  margin-top: 5px;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
  overflow-y: auto;
  max-height: 200px;
  box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
  margin-left: var(--jp-private-cell-scrolling-output-offset);
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
  flex: 0 0
    calc(
      var(--jp-cell-prompt-width) -
        var(--jp-private-cell-scrolling-output-offset)
    );
}

/*-----------------------------------------------------------------------------
| CodeCell
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| MarkdownCell
|----------------------------------------------------------------------------*/

.jp-MarkdownOutput {
  flex: 1 1 auto;
  margin-top: 0;
  margin-bottom: 0;
  padding-left: var(--jp-code-padding);
}

.jp-MarkdownOutput.jp-RenderedHTMLCommon {
  overflow: auto;
}

.jp-showHiddenCellsButton {
  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
  margin-top: var(--jp-code-padding);
  border: 1px solid var(--jp-border-color2);
  background-color: var(--jp-border-color3) !important;
  color: var(--jp-content-font-color0) !important;
}

.jp-showHiddenCellsButton:hover {
  background-color: var(--jp-border-color2) !important;
}

.jp-collapseHeadingButton {
  display: none;
}

.jp-MarkdownCell:hover .jp-collapseHeadingButton {
  display: flex;
  min-height: var(--jp-cell-collapser-min-height);
  position: absolute;
  right: 0;
  top: 0;
  bottom: 0;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------

/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/

.jp-NotebookPanel-toolbar {
  padding: 2px;
}

.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
  border: none;
  box-shadow: none;
}

.jp-Notebook-toolbarCellTypeDropdown select {
  height: 24px;
  font-size: var(--jp-ui-font-size1);
  line-height: 14px;
  border-radius: 0;
  display: block;
}

.jp-Notebook-toolbarCellTypeDropdown span {
  top: 5px !important;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-notebook-dragImage-width: 304px;
  --jp-private-notebook-dragImage-height: 36px;
  --jp-private-notebook-selected-color: var(--md-blue-400);
  --jp-private-notebook-active-color: var(--md-green-400);
}

/*-----------------------------------------------------------------------------
| Imports
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Notebook
|----------------------------------------------------------------------------*/

.jp-NotebookPanel {
  display: block;
  height: 100%;
}

.jp-NotebookPanel.jp-Document {
  min-width: 240px;
  min-height: 120px;
}

.jp-Notebook {
  padding: var(--jp-notebook-padding);
  outline: none;
  overflow: auto;
  background: var(--jp-layout-color0);
}

.jp-Notebook.jp-mod-scrollPastEnd::after {
  display: block;
  content: '';
  min-height: var(--jp-notebook-scroll-padding);
}

.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
  contain: strict;
}

.jp-Notebook-render * {
  contain: none !important;
}

.jp-Notebook .jp-Cell {
  overflow: visible;
}

.jp-Notebook .jp-Cell .jp-InputPrompt {
  cursor: move;
  float: left;
}

/*-----------------------------------------------------------------------------
| Notebook state related styling
|
| The notebook and cells each have states, here are the possibilities:
|
| - Notebook
|   - Command
|   - Edit
| - Cell
|   - None
|   - Active (only one can be active)
|   - Selected (the cells actions are applied to)
|   - Multiselected (when multiple selected, the cursor)
|   - No outputs
|----------------------------------------------------------------------------*/

/* Command or edit modes */

.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
  opacity: var(--jp-cell-prompt-not-active-opacity);
  color: var(--jp-cell-prompt-not-active-font-color);
}

.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
  opacity: var(--jp-cell-prompt-not-active-opacity);
  color: var(--jp-cell-prompt-not-active-font-color);
}

/* cell is active */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
  background: var(--jp-brand-color1);
}

/* cell is dirty */
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
  color: var(--jp-warn-color1);
}
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {
  color: var(--jp-warn-color1);
  content: '•';
}

.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
  background: var(--jp-warn-color1);
}

/* collapser is hovered */
.jp-Notebook .jp-Cell .jp-Collapser:hover {
  box-shadow: var(--jp-elevation-z2);
  background: var(--jp-brand-color1);
  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
}

/* cell is active and collapser is hovered */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
  background: var(--jp-brand-color0);
  opacity: 1;
}

/* Command mode */

.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
  background: var(--jp-notebook-multiselected-color);
}

.jp-Notebook.jp-mod-commandMode
  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
  background: transparent;
}

/* Edit mode */

.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
  background-color: var(--jp-cell-editor-active-background);
}

/*-----------------------------------------------------------------------------
| Notebook drag and drop
|----------------------------------------------------------------------------*/

.jp-Notebook-cell.jp-mod-dropSource {
  opacity: 0.5;
}

.jp-Notebook-cell.jp-mod-dropTarget,
.jp-Notebook.jp-mod-commandMode
  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
  border-top-color: var(--jp-private-notebook-selected-color);
  border-top-style: solid;
  border-top-width: 2px;
}

.jp-dragImage {
  display: block;
  flex-direction: row;
  width: var(--jp-private-notebook-dragImage-width);
  height: var(--jp-private-notebook-dragImage-height);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background);
  overflow: visible;
}

.jp-dragImage-singlePrompt {
  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
}

.jp-dragImage .jp-dragImage-content {
  flex: 1 1 auto;
  z-index: 2;
  font-size: var(--jp-code-font-size);
  font-family: var(--jp-code-font-family);
  line-height: var(--jp-code-line-height);
  padding: var(--jp-code-padding);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background-color);
  color: var(--jp-content-font-color3);
  text-align: left;
  margin: 4px 4px 4px 0px;
}

.jp-dragImage .jp-dragImage-prompt {
  flex: 0 0 auto;
  min-width: 36px;
  color: var(--jp-cell-inprompt-font-color);
  padding: var(--jp-code-padding);
  padding-left: 12px;
  font-family: var(--jp-cell-prompt-font-family);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  line-height: 1.9;
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
}

.jp-dragImage-multipleBack {
  z-index: -1;
  position: absolute;
  height: 32px;
  width: 300px;
  top: 8px;
  left: 8px;
  background: var(--jp-layout-color2);
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
}

/*-----------------------------------------------------------------------------
| Cell toolbar
|----------------------------------------------------------------------------*/

.jp-NotebookTools {
  display: block;
  min-width: var(--jp-sidebar-min-width);
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  /* This is needed so that all font sizing of children done in ems is
    * relative to this base size */
  font-size: var(--jp-ui-font-size1);
  overflow: auto;
}

.jp-NotebookTools-tool {
  padding: 0px 12px 0 12px;
}

.jp-ActiveCellTool {
  padding: 12px;
  background-color: var(--jp-layout-color1);
  border-top: none !important;
}

.jp-ActiveCellTool .jp-InputArea-prompt {
  flex: 0 0 auto;
  padding-left: 0px;
}

.jp-ActiveCellTool .jp-InputArea-editor {
  flex: 1 1 auto;
  background: var(--jp-cell-editor-background);
  border-color: var(--jp-cell-editor-border-color);
}

.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
  background: transparent;
}

.jp-MetadataEditorTool {
  flex-direction: column;
  padding: 12px 0px 12px 0px;
}

.jp-RankedPanel > :not(:first-child) {
  margin-top: 12px;
}

.jp-KeySelector select.jp-mod-styled {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  border: var(--jp-border-width) solid var(--jp-border-color1);
}

.jp-KeySelector label,
.jp-MetadataEditorTool label {
  line-height: 1.4;
}

.jp-NotebookTools .jp-select-wrapper {
  margin-top: 4px;
  margin-bottom: 0px;
}

.jp-NotebookTools .jp-Collapse {
  margin-top: 16px;
}

/*-----------------------------------------------------------------------------
| Presentation Mode (.jp-mod-presentationMode)
|----------------------------------------------------------------------------*/

.jp-mod-presentationMode .jp-Notebook {
  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
  --jp-code-font-size: var(--jp-code-presentation-font-size);
}

.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
  flex: 0 0 110px;
}

/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/

.jp-Cell-Placeholder {
  padding-left: 55px;
}

.jp-Cell-Placeholder-wrapper {
  background: #fff;
  border: 1px solid;
  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
  border-radius: 4px;
  -webkit-border-radius: 4px;
  margin: 10px 15px;
}

.jp-Cell-Placeholder-wrapper-inner {
  padding: 15px;
  position: relative;
}

.jp-Cell-Placeholder-wrapper-body {
  background-repeat: repeat;
  background-size: 50% auto;
}

.jp-Cell-Placeholder-wrapper-body div {
  background: #f6f7f8;
  background-image: -webkit-linear-gradient(
    left,
    #f6f7f8 0%,
    #edeef1 20%,
    #f6f7f8 40%,
    #f6f7f8 100%
  );
  background-repeat: no-repeat;
  background-size: 800px 104px;
  height: 104px;
  position: relative;
}

.jp-Cell-Placeholder-wrapper-body div {
  position: absolute;
  right: 15px;
  left: 15px;
  top: 15px;
}

div.jp-Cell-Placeholder-h1 {
  top: 20px;
  height: 20px;
  left: 15px;
  width: 150px;
}

div.jp-Cell-Placeholder-h2 {
  left: 15px;
  top: 50px;
  height: 10px;
  width: 100px;
}

div.jp-Cell-Placeholder-content-1,
div.jp-Cell-Placeholder-content-2,
div.jp-Cell-Placeholder-content-3 {
  left: 15px;
  right: 15px;
  height: 10px;
}

div.jp-Cell-Placeholder-content-1 {
  top: 100px;
}

div.jp-Cell-Placeholder-content-2 {
  top: 120px;
}

div.jp-Cell-Placeholder-content-3 {
  top: 140px;
}

</style>

    <style type="text/css">
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

:root {
  /* Elevation
   *
   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
   *
   * https://github.com/material-components/material-components-web
   * https://material-components-web.appspot.com/elevation.html
   */

  --jp-shadow-base-lightness: 0;
  --jp-shadow-umbra-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.2
  );
  --jp-shadow-penumbra-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.14
  );
  --jp-shadow-ambient-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.12
  );
  --jp-elevation-z0: none;
  --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
    0px 1px 1px 0px var(--jp-shadow-penumbra-color),
    0px 1px 3px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
    0px 2px 2px 0px var(--jp-shadow-penumbra-color),
    0px 1px 5px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
    0px 4px 5px 0px var(--jp-shadow-penumbra-color),
    0px 1px 10px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
    0px 6px 10px 0px var(--jp-shadow-penumbra-color),
    0px 1px 18px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
    0px 8px 10px 1px var(--jp-shadow-penumbra-color),
    0px 3px 14px 2px var(--jp-shadow-ambient-color);
  --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
    0px 12px 17px 2px var(--jp-shadow-penumbra-color),
    0px 5px 22px 4px var(--jp-shadow-ambient-color);
  --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
    0px 16px 24px 2px var(--jp-shadow-penumbra-color),
    0px 6px 30px 5px var(--jp-shadow-ambient-color);
  --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
    0px 20px 31px 3px var(--jp-shadow-penumbra-color),
    0px 8px 38px 7px var(--jp-shadow-ambient-color);
  --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
    0px 24px 38px 3px var(--jp-shadow-penumbra-color),
    0px 9px 46px 8px var(--jp-shadow-ambient-color);

  /* Borders
   *
   * The following variables, specify the visual styling of borders in JupyterLab.
   */

  --jp-border-width: 1px;
  --jp-border-color0: var(--md-grey-400);
  --jp-border-color1: var(--md-grey-400);
  --jp-border-color2: var(--md-grey-300);
  --jp-border-color3: var(--md-grey-200);
  --jp-border-radius: 2px;

  /* UI Fonts
   *
   * The UI font CSS variables are used for the typography all of the JupyterLab
   * user interface elements that are not directly user generated content.
   *
   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
   * is applied to a parent element. When children elements, such as headings, are sized
   * in em all things will be computed relative to that body size.
   */

  --jp-ui-font-scale-factor: 1.2;
  --jp-ui-font-size0: 0.83333em;
  --jp-ui-font-size1: 13px; /* Base font size */
  --jp-ui-font-size2: 1.2em;
  --jp-ui-font-size3: 1.44em;

  --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
    Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';

  /*
   * Use these font colors against the corresponding main layout colors.
   * In a light theme, these go from dark to light.
   */

  /* Defaults use Material Design specification */
  --jp-ui-font-color0: rgba(0, 0, 0, 1);
  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);

  /*
   * Use these against the brand/accent/warn/error colors.
   * These will typically go from light to darker, in both a dark and light theme.
   */

  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);

  /* Content Fonts
   *
   * Content font variables are used for typography of user generated content.
   *
   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
   * is applied to a parent element. When children elements, such as headings, are sized
   * in em all things will be computed relative to that body size.
   */

  --jp-content-line-height: 1.6;
  --jp-content-font-scale-factor: 1.2;
  --jp-content-font-size0: 0.83333em;
  --jp-content-font-size1: 14px; /* Base font size */
  --jp-content-font-size2: 1.2em;
  --jp-content-font-size3: 1.44em;
  --jp-content-font-size4: 1.728em;
  --jp-content-font-size5: 2.0736em;

  /* This gives a magnification of about 125% in presentation mode over normal. */
  --jp-content-presentation-font-size1: 17px;

  --jp-content-heading-line-height: 1;
  --jp-content-heading-margin-top: 1.2em;
  --jp-content-heading-margin-bottom: 0.8em;
  --jp-content-heading-font-weight: 500;

  /* Defaults use Material Design specification */
  --jp-content-font-color0: rgba(0, 0, 0, 1);
  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
  --jp-content-font-color3: rgba(0, 0, 0, 0.38);

  --jp-content-link-color: var(--md-blue-700);

  --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
    Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
    'Segoe UI Symbol';

  /*
   * Code Fonts
   *
   * Code font variables are used for typography of code and other monospaces content.
   */

  --jp-code-font-size: 13px;
  --jp-code-line-height: 1.3077; /* 17px for 13px base */
  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
  --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
  --jp-code-font-family: var(--jp-code-font-family-default);

  /* This gives a magnification of about 125% in presentation mode over normal. */
  --jp-code-presentation-font-size: 16px;

  /* may need to tweak cursor width if you change font size */
  --jp-code-cursor-width0: 1.4px;
  --jp-code-cursor-width1: 2px;
  --jp-code-cursor-width2: 4px;

  /* Layout
   *
   * The following are the main layout colors use in JupyterLab. In a light
   * theme these would go from light to dark.
   */

  --jp-layout-color0: white;
  --jp-layout-color1: white;
  --jp-layout-color2: var(--md-grey-200);
  --jp-layout-color3: var(--md-grey-400);
  --jp-layout-color4: var(--md-grey-600);

  /* Inverse Layout
   *
   * The following are the inverse layout colors use in JupyterLab. In a light
   * theme these would go from dark to light.
   */

  --jp-inverse-layout-color0: #111111;
  --jp-inverse-layout-color1: var(--md-grey-900);
  --jp-inverse-layout-color2: var(--md-grey-800);
  --jp-inverse-layout-color3: var(--md-grey-700);
  --jp-inverse-layout-color4: var(--md-grey-600);

  /* Brand/accent */

  --jp-brand-color0: var(--md-blue-900);
  --jp-brand-color1: var(--md-blue-700);
  --jp-brand-color2: var(--md-blue-300);
  --jp-brand-color3: var(--md-blue-100);
  --jp-brand-color4: var(--md-blue-50);

  --jp-accent-color0: var(--md-green-900);
  --jp-accent-color1: var(--md-green-700);
  --jp-accent-color2: var(--md-green-300);
  --jp-accent-color3: var(--md-green-100);

  /* State colors (warn, error, success, info) */

  --jp-warn-color0: var(--md-orange-900);
  --jp-warn-color1: var(--md-orange-700);
  --jp-warn-color2: var(--md-orange-300);
  --jp-warn-color3: var(--md-orange-100);

  --jp-error-color0: var(--md-red-900);
  --jp-error-color1: var(--md-red-700);
  --jp-error-color2: var(--md-red-300);
  --jp-error-color3: var(--md-red-100);

  --jp-success-color0: var(--md-green-900);
  --jp-success-color1: var(--md-green-700);
  --jp-success-color2: var(--md-green-300);
  --jp-success-color3: var(--md-green-100);

  --jp-info-color0: var(--md-cyan-900);
  --jp-info-color1: var(--md-cyan-700);
  --jp-info-color2: var(--md-cyan-300);
  --jp-info-color3: var(--md-cyan-100);

  /* Cell specific styles */

  --jp-cell-padding: 5px;

  --jp-cell-collapser-width: 8px;
  --jp-cell-collapser-min-height: 20px;
  --jp-cell-collapser-not-active-hover-opacity: 0.6;

  --jp-cell-editor-background: var(--md-grey-100);
  --jp-cell-editor-border-color: var(--md-grey-300);
  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
  --jp-cell-editor-active-background: var(--jp-layout-color0);
  --jp-cell-editor-active-border-color: var(--jp-brand-color1);

  --jp-cell-prompt-width: 64px;
  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
  --jp-cell-prompt-letter-spacing: 0px;
  --jp-cell-prompt-opacity: 1;
  --jp-cell-prompt-not-active-opacity: 0.5;
  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  --jp-cell-inprompt-font-color: #307fc1;
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
  --jp-cell-outprompt-font-color: #bf5b3d;

  /* Notebook specific styles */

  --jp-notebook-padding: 10px;
  --jp-notebook-select-background: var(--jp-layout-color1);
  --jp-notebook-multiselected-color: var(--md-blue-50);

  /* The scroll padding is calculated to fill enough space at the bottom of the
  notebook to show one single-line cell (with appropriate padding) at the top
  when the notebook is scrolled all the way to the bottom. We also subtract one
  pixel so that no scrollbar appears if we have just one single-line cell in the
  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
  */
  --jp-notebook-scroll-padding: calc(
    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
  );

  /* Rendermime styles */

  --jp-rendermime-error-background: #fdd;
  --jp-rendermime-table-row-background: var(--md-grey-100);
  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);

  /* Dialog specific styles */

  --jp-dialog-background: rgba(0, 0, 0, 0.25);

  /* Console specific styles */

  --jp-console-padding: 10px;

  /* Toolbar specific styles */

  --jp-toolbar-border-color: var(--jp-border-color1);
  --jp-toolbar-micro-height: 8px;
  --jp-toolbar-background: var(--jp-layout-color1);
  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
  --jp-toolbar-header-margin: 4px 4px 0px 4px;
  --jp-toolbar-active-background: var(--md-grey-300);

  /* Statusbar specific styles */

  --jp-statusbar-height: 24px;

  /* Input field styles */

  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
  --jp-input-active-background: var(--jp-layout-color1);
  --jp-input-hover-background: var(--jp-layout-color1);
  --jp-input-background: var(--md-grey-100);
  --jp-input-border-color: var(--jp-border-color1);
  --jp-input-active-border-color: var(--jp-brand-color1);
  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);

  /* General editor styles */

  --jp-editor-selected-background: #d9d9d9;
  --jp-editor-selected-focused-background: #d7d4f0;
  --jp-editor-cursor-color: var(--jp-ui-font-color0);

  /* Code mirror specific styles */

  --jp-mirror-editor-keyword-color: #008000;
  --jp-mirror-editor-atom-color: #88f;
  --jp-mirror-editor-number-color: #080;
  --jp-mirror-editor-def-color: #00f;
  --jp-mirror-editor-variable-color: var(--md-grey-900);
  --jp-mirror-editor-variable-2-color: #05a;
  --jp-mirror-editor-variable-3-color: #085;
  --jp-mirror-editor-punctuation-color: #05a;
  --jp-mirror-editor-property-color: #05a;
  --jp-mirror-editor-operator-color: #aa22ff;
  --jp-mirror-editor-comment-color: #408080;
  --jp-mirror-editor-string-color: #ba2121;
  --jp-mirror-editor-string-2-color: #708;
  --jp-mirror-editor-meta-color: #aa22ff;
  --jp-mirror-editor-qualifier-color: #555;
  --jp-mirror-editor-builtin-color: #008000;
  --jp-mirror-editor-bracket-color: #997;
  --jp-mirror-editor-tag-color: #170;
  --jp-mirror-editor-attribute-color: #00c;
  --jp-mirror-editor-header-color: blue;
  --jp-mirror-editor-quote-color: #090;
  --jp-mirror-editor-link-color: #00c;
  --jp-mirror-editor-error-color: #f00;
  --jp-mirror-editor-hr-color: #999;

  /* Vega extension styles */

  --jp-vega-background: white;

  /* Sidebar-related styles */

  --jp-sidebar-min-width: 250px;

  /* Search-related styles */

  --jp-search-toggle-off-opacity: 0.5;
  --jp-search-toggle-hover-opacity: 0.8;
  --jp-search-toggle-on-opacity: 1;
  --jp-search-selected-match-background-color: rgb(245, 200, 0);
  --jp-search-selected-match-color: black;
  --jp-search-unselected-match-background-color: var(
    --jp-inverse-layout-color0
  );
  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);

  /* Icon colors that work well with light or dark backgrounds */
  --jp-icon-contrast-color0: var(--md-purple-600);
  --jp-icon-contrast-color1: var(--md-green-600);
  --jp-icon-contrast-color2: var(--md-pink-600);
  --jp-icon-contrast-color3: var(--md-blue-600);
}
</style>

<style type="text/css">
/* Force rendering true colors when outputing to pdf */
* {
  -webkit-print-color-adjust: exact;
}

/* Misc */
a.anchor-link {
  display: none;
}

.highlight  {
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<h1 id="Title:-Enzyme-Stability-Regression">Title: Enzyme Stability Regression<a class="anchor-link" href="#Title:-Enzyme-Stability-Regression">&#182;</a></h1><h3 id="Authors:-Connor-Amato-and-Sho-Takeshita">Authors: Connor Amato and Sho Takeshita<a class="anchor-link" href="#Authors:-Connor-Amato-and-Sho-Takeshita">&#182;</a></h3><h2 id="Novozymes-Enzyme-Stability-Prediction-Kaggle-Competition">Novozymes Enzyme Stability Prediction Kaggle Competition<a class="anchor-link" href="#Novozymes-Enzyme-Stability-Prediction-Kaggle-Competition">&#182;</a></h2><h3 id="Motivation">Motivation<a class="anchor-link" href="#Motivation">&#182;</a></h3><p>In industry, enzymes replace chemicals and accelerate production processes. Understanding enzyme stability is a problem in biotechnology, which could help reduce waste, lower costs, and increase production speed.</p>
<h3 id="Overview">Overview<a class="anchor-link" href="#Overview">&#182;</a></h3><p>Our goal is to predict the thermostability of proteins, which is measured by their melting points, after single point amino acid mutations and deletions. The relationship between protein type and thermostability is not straightforward, but the amount of disorder (e.g. mutation) in a protein sequence is the main factor according to this publication supplied by the competition: <a href="https://www.nature.com/articles/s41592-020-0801-4">https://www.nature.com/articles/s41592-020-0801-4</a>.
The competition uses Spearman correlation coefficient as the metric for performance.</p>
<h3 id="The-Dataset">The Dataset<a class="anchor-link" href="#The-Dataset">&#182;</a></h3><p>This kaggle competition gives us a training and a test dataset. The dataset contains around 31 thousand records of the variant for one enzyme, sourced from an attempt to atlas the thermal stability of proteins across different types of proteins. The datasets contain for each protein their sequence id (identifies each protein variant), protein sequence (amino acid sequence), pH at which the stability was measured, thermostability (melting point), and a link to the source of the data. The training set includes normal sequences as well as sequences with single or multiple mutations. The submission to the competition is a csv file with the test set along with the classified thermostability. This is a continuous data point so we will be applying some sort of regression model.</p>
<h2 id="Reading-the-Data">Reading the Data<a class="anchor-link" href="#Reading-the-Data">&#182;</a></h2><p>Here we import the necessary libraries to perform our data exploration. We will be using primarily libraries used in class with the addition of levenshtein for number of mutation calculations adn pyrosetta to calculate the strain energy.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span> <span class="c1">#Imported basic libraries</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="kn">import</span> <span class="nn">sklearn</span> <span class="k">as</span> <span class="nn">sk</span>
<span class="o">!</span>pip install pyrosettacolabsetup
<span class="kn">import</span> <span class="nn">pyrosettacolabsetup</span><span class="p">;</span> <span class="n">pyrosettacolabsetup</span><span class="o">.</span><span class="n">install_pyrosetta</span><span class="p">()</span>
<span class="kn">import</span> <span class="nn">pyrosetta</span><span class="p">;</span> <span class="n">pyrosetta</span><span class="o">.</span><span class="n">init</span><span class="p">()</span>
<span class="kn">from</span> <span class="nn">pyrosetta</span> <span class="kn">import</span> <span class="o">*</span>
<span class="o">!</span>pip install Levenshtein
<span class="kn">from</span> <span class="nn">Levenshtein</span> <span class="kn">import</span> <span class="n">distance</span> <span class="k">as</span> <span class="n">levenshtein_distance</span>
<span class="kn">from</span> <span class="nn">sklearn.ensemble</span> <span class="kn">import</span> <span class="n">RandomForestRegressor</span>
<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">RandomizedSearchCV</span>
<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">train_test_split</span>
<span class="kn">from</span> <span class="nn">scipy</span> <span class="kn">import</span> <span class="n">stats</span>
<span class="kn">from</span> <span class="nn">scipy.stats</span> <span class="kn">import</span> <span class="n">spearmanr</span>
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<pre>Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/
Requirement already satisfied: pyrosettacolabsetup in /usr/local/lib/python3.8/dist-packages (1.0.6)
PyRosetta-4 2022 [Rosetta PyRosetta4.MinSizeRel.python38.ubuntu 2022.49+release.201d7639f91f369d58b1adf514f3febaf6154c58 2022-12-07T16:15:33] retrieved from: http://www.pyrosetta.org
(C) Copyright Rosetta Commons Member Institutions. Created in JHU by Sergey Lyskov and PyRosetta Team.
core.init: Checking for fconfig files in pwd and ./rosetta/flags
core.init: Rosetta version: PyRosetta4.MinSizeRel.python38.ubuntu r337 2022.49+release.201d7639f91 201d7639f91f369d58b1adf514f3febaf6154c58 http://www.pyrosetta.org 2022-12-07T16:15:33
core.init: command: PyRosetta -ex1 -ex2aro -database /usr/local/lib/python3.8/dist-packages/pyrosetta/database
basic.random.init_random_generator: &#39;RNG device&#39; seed mode, using &#39;/dev/urandom&#39;, seed=1867087824 seed_offset=0 real_seed=1867087824
basic.random.init_random_generator: RandomGenerator:init: Normal mode, seed=1867087824 RG_type=mt19937
Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/
Requirement already satisfied: Levenshtein in /usr/local/lib/python3.8/dist-packages (0.20.8)
Requirement already satisfied: rapidfuzz&lt;3.0.0,&gt;=2.3.0 in /usr/local/lib/python3.8/dist-packages (from Levenshtein) (2.13.6)
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<p>Here we read in our training csv file. This provides us with the colums seq_id (protein variant), protein sequence (ammino acid sequence of protein), pH (measure of acidity the protein was recorded in), tm (melting point) and data_source, which gives us the link from which the data was collected.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">google.colab</span> <span class="kn">import</span> <span class="n">drive</span>
<span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">&#39;/content/drive&#39;</span><span class="p">,</span> <span class="n">force_remount</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">load_fixed_train_df</span><span class="p">(</span><span class="n">original_train_file_path</span><span class="o">=</span><span class="s2">&quot;/content/drive/MyDrive/novozymes-enzyme-stability-prediction/train.csv&quot;</span><span class="p">,</span>
                        <span class="n">update_file_path</span><span class="o">=</span><span class="s2">&quot;/content/drive/MyDrive/novozymes-enzyme-stability-prediction/train_updates_20220929.csv&quot;</span><span class="p">,</span>
                        <span class="n">was_fixed_col</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
    <span class="k">def</span> <span class="nf">_fix_tm_ph</span><span class="p">(</span><span class="n">_row</span><span class="p">,</span> <span class="n">update_map</span><span class="p">):</span>
        <span class="n">update_vals</span> <span class="o">=</span> <span class="n">update_map</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">_row</span><span class="p">[</span><span class="s2">&quot;seq_id&quot;</span><span class="p">],</span> <span class="kc">None</span><span class="p">)</span>
        <span class="k">if</span> <span class="n">update_vals</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
            <span class="n">_row</span><span class="p">[</span><span class="s2">&quot;tm&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">update_vals</span><span class="p">[</span><span class="s2">&quot;tm&quot;</span><span class="p">]</span>
            <span class="n">_row</span><span class="p">[</span><span class="s2">&quot;pH&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">update_vals</span><span class="p">[</span><span class="s2">&quot;pH&quot;</span><span class="p">]</span>
        <span class="k">return</span> <span class="n">_row</span>
    
    <span class="c1"># Load dataframes</span>
    <span class="n">_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="n">original_train_file_path</span><span class="p">)</span>
    <span class="n">_updates_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="n">update_file_path</span><span class="p">)</span>

    <span class="c1"># Identify which sequence ids need to have the tm and pH values changed and create a dictionary mapping </span>
    <span class="n">seqid_2_phtm_update_map</span> <span class="o">=</span> <span class="n">_updates_df</span><span class="p">[</span><span class="o">~</span><span class="n">pd</span><span class="o">.</span><span class="n">isna</span><span class="p">(</span><span class="n">_updates_df</span><span class="p">[</span><span class="s2">&quot;pH&quot;</span><span class="p">])]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;seq_id&quot;</span><span class="p">)[[</span><span class="s2">&quot;pH&quot;</span><span class="p">,</span> <span class="s2">&quot;tm&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">first</span><span class="p">()</span><span class="o">.</span><span class="n">to_dict</span><span class="p">(</span><span class="s2">&quot;index&quot;</span><span class="p">)</span>

    <span class="c1"># Identify the sequence ids that will be dropped due to data quality issues</span>
    <span class="n">bad_seqids</span> <span class="o">=</span> <span class="n">_updates_df</span><span class="p">[</span><span class="n">pd</span><span class="o">.</span><span class="n">isna</span><span class="p">(</span><span class="n">_updates_df</span><span class="p">[</span><span class="s2">&quot;pH&quot;</span><span class="p">])][</span><span class="s2">&quot;seq_id&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">to_list</span><span class="p">()</span>
    
    <span class="c1"># Fix bad sequence ids</span>
    <span class="n">_df</span> <span class="o">=</span> <span class="n">_df</span><span class="p">[</span><span class="o">~</span><span class="n">_df</span><span class="p">[</span><span class="s2">&quot;seq_id&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">bad_seqids</span><span class="p">)]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1"># Fix pH and tm swaparoo</span>
    <span class="n">_df</span> <span class="o">=</span> <span class="n">_df</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">_fix_tm_ph</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">seqid_2_phtm_update_map</span><span class="p">),</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>

    <span class="c1"># Add in a bool to track if a row was fixed or not (tm/ph swap will look the same as bad data)</span>
    <span class="k">if</span> <span class="n">was_fixed_col</span><span class="p">:</span> <span class="n">_df</span><span class="p">[</span><span class="s2">&quot;was_fixed&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">_df</span><span class="p">[</span><span class="s2">&quot;seq_id&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">bad_seqids</span><span class="o">+</span><span class="nb">list</span><span class="p">(</span><span class="n">seqid_2_phtm_update_map</span><span class="o">.</span><span class="n">keys</span><span class="p">()))</span>
    
    <span class="k">return</span> <span class="n">_df</span>


<span class="n">df</span> <span class="o">=</span> <span class="n">load_fixed_train_df</span><span class="p">()</span>
<span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
<span class="n">test_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;/content/drive/MyDrive/novozymes-enzyme-stability-prediction/test.csv&#39;</span><span class="p">)</span>
<span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
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<pre>Mounted at /content/drive
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<p>Here we drop data source since it is not very useful for us and does not help with calculations or predictions. We also check if there are any null values present in the data.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[116]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s2">&quot;data_source&quot;</span><span class="p">,</span> <span class="n">axis</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span> <span class="c1">#This column is not useful to classification</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Amount of null protein sequences: &#39;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">isnull</span><span class="p">()]),</span>
<span class="s1">&#39;</span><span class="se">\n</span><span class="s1">Amount of null tm values: &#39;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;tm&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">isnull</span><span class="p">()]),</span>
<span class="s1">&#39;</span><span class="se">\n</span><span class="s1">Amount of null pH values: &#39;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;pH&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">isnull</span><span class="p">()]))</span> 
<span class="c1"># Each remaining column is perfect except for the 286 missing pH values</span>
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<pre>Amount of null protein sequences:  0 
Amount of null tm values:  0 
Amount of null pH values:  286
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<p>Here we create a distribution plot to see what our target variable looks like. We can see that it is approximately normally distributed, but there is a cummulation of data to the right of the peak of the bell curve. The distributions is centered around a tm of around 50.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[117]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">displot</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;tm&#39;</span><span class="p">],</span> <span class="n">kde</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s1">&#39;Number of Proteins vs. tm Disribution Plot&#39;</span><span class="p">)</span> <span class="c1"># Let&#39;s see the distribution of the classifications </span>

<span class="c1">#(tm is the enzyme melting point and is a measure of stability)</span>
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<pre>&lt;seaborn.axisgrid.FacetGrid at 0x7fa28b5a5430&gt;</pre>
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<p>Here we create anouther distribution plot to see what the distrubution of pH looks like among proteins. It seems that the data has a massive peak around a pH of 7 and most of the data is concentrated at that peak and below. Note that pH is on a scal from 0-14. There were no pHs below 2, so we set the scale to start at 2 on the x axis. The plot looks normally distributed.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[118]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">displot</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;pH&#39;</span><span class="p">],</span> <span class="n">kde</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s1">&#39;Number of Proteins vs. pH Distribution Plot&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="n">right</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span><span class="n">left</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
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    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[118]:</div>


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<pre>(2.0, 14.0)</pre>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[119]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="p">),</span> <span class="s2">&quot; Total Rows vs &quot;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()),</span> <span class="s2">&quot; Unique Sequences&quot;</span><span class="p">)</span>
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<pre>28981  Total Rows vs  27375  Unique Sequences
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<p>Here we plot a scatter plot of the length of the protein sequence vs the melting point. As the length of the protein sequence gets longer the melting point temperature tends to get concentrated around 50. This is a very interesting observation and could be an important feature to consider. It almost looks like a normal distribution turned sideways.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[123]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span> <span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)),</span> <span class="n">df</span><span class="p">[</span><span class="s2">&quot;tm&quot;</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Melting Point across Protein Sequence Length&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Sequence Length (Amino Acids)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Melting Point (Celsius)&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;coorelation: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;tm&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">corr</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span> <span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)))))</span> 
<span class="c1"># looks like no relation, we can ignore the length of sequences</span>
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<pre>coorelation: -0.1375036328435403
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<p>This is the base wild type sequence provided in the description of the competition. We use this as the wildtype for the test data, since the test data is only from one protein.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[124]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">base</span> <span class="o">=</span> <span class="s1">&#39;VPVNPEPDATSVENVALKTGSGDSQSDPIKADLEVKGQSALPFDVDCWAILCKGAPNVLQRVNEKTKNSNRDRSGANKGPFKDPQKWGIKALPPKNPSWSAQDFKSPEEYAFASSLQGGTNAILAPVNLASQNSQGGVLNGFYSANKVAQFDPSKPQQTKGTWFQITKFTGAAGPYCKALGSNDKSVCDKNKNIAGDWGFDPAKWAYQYDEKNNKFNYVGK&#39;</span>
<span class="nb">len</span><span class="p">(</span><span class="n">base</span><span class="p">)</span>
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<pre>221</pre>
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<h2 id="Parsing">Parsing<a class="anchor-link" href="#Parsing">&#182;</a></h2><p>The protein sequence feature is almost entirely made of of unique values, so we need to parse this into multiple more useful features. To do this, we will employ the PyRosseta library, which supplies funcitonality for dealing with molecular biology information.</p>

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<p>Using Rosetta's scoring, let's get the energy balance and number of atoms from each amino acid present in the base sequence. This will be useful later for numeralizing the mutations. Lower energies are more stable.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pyrosetta</span><span class="o">.</span><span class="n">init</span><span class="p">()</span>
<span class="n">score_func</span> <span class="o">=</span> <span class="n">pyrosetta</span><span class="o">.</span><span class="n">get_score_function</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> <span class="c1"># Used for scoring amino acids in pyRosetta</span>
<span class="n">energy_dict</span> <span class="o">=</span> <span class="p">{}</span>
<span class="n">atoms_dict</span> <span class="o">=</span> <span class="p">{}</span>
<span class="n">amino_acids</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;A&#39;</span><span class="p">,</span> <span class="s1">&#39;R&#39;</span><span class="p">,</span> <span class="s1">&#39;N&#39;</span><span class="p">,</span> <span class="s1">&#39;D&#39;</span><span class="p">,</span> <span class="s1">&#39;C&#39;</span><span class="p">,</span> <span class="s1">&#39;Q&#39;</span><span class="p">,</span> <span class="s1">&#39;E&#39;</span><span class="p">,</span> <span class="s1">&#39;G&#39;</span><span class="p">,</span> <span class="s1">&#39;H&#39;</span><span class="p">,</span> <span class="s1">&#39;I&#39;</span><span class="p">,</span> <span class="s1">&#39;L&#39;</span><span class="p">,</span> <span class="s1">&#39;K&#39;</span><span class="p">,</span> <span class="s1">&#39;M&#39;</span><span class="p">,</span> <span class="s1">&#39;F&#39;</span><span class="p">,</span> <span class="s1">&#39;P&#39;</span><span class="p">,</span> <span class="s1">&#39;S&#39;</span><span class="p">,</span> <span class="s1">&#39;T&#39;</span><span class="p">,</span> <span class="s1">&#39;W&#39;</span><span class="p">,</span> <span class="s1">&#39;Y&#39;</span><span class="p">,</span> <span class="s1">&#39;V&#39;</span><span class="p">]</span> <span class="c1"># All amino acid abbreviations</span>
<span class="k">for</span> <span class="n">aa</span> <span class="ow">in</span> <span class="n">amino_acids</span><span class="p">:</span> <span class="c1"># For each amino acid, make two dictionary entries</span>
    <span class="n">pose</span> <span class="o">=</span> <span class="n">pose_from_sequence</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">aa</span><span class="p">),</span> <span class="s1">&#39;fa_standard&#39;</span><span class="p">)</span> <span class="c1"># making use of rosetta suite to help with chemistry calculations</span>
    <span class="n">energy_dict</span><span class="p">[</span><span class="n">aa</span><span class="p">]</span> <span class="o">=</span> <span class="n">score_func</span><span class="p">(</span><span class="n">pose</span><span class="p">)</span> <span class="c1">#total energy</span>
    <span class="n">atoms_dict</span><span class="p">[</span><span class="n">aa</span><span class="p">]</span> <span class="o">=</span> <span class="n">pose</span><span class="o">.</span><span class="n">total_atoms</span><span class="p">()</span> <span class="c1">#total number of atoms in the amino acid</span>
    <span class="nb">print</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">aa</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot; - energy: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">energy_dict</span><span class="p">[</span><span class="n">aa</span><span class="p">])</span> <span class="o">+</span> <span class="s2">&quot;, # atoms: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">atoms_dict</span><span class="p">[</span><span class="n">aa</span><span class="p">]))</span>
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<pre>PyRosetta-4 2022 [Rosetta PyRosetta4.MinSizeRel.python38.ubuntu 2022.49+release.201d7639f91f369d58b1adf514f3febaf6154c58 2022-12-07T16:15:33] retrieved from: http://www.pyrosetta.org
(C) Copyright Rosetta Commons Member Institutions. Created in JHU by Sergey Lyskov and PyRosetta Team.
core.init: Checking for fconfig files in pwd and ./rosetta/flags
core.init: Rosetta version: PyRosetta4.MinSizeRel.python38.ubuntu r337 2022.49+release.201d7639f91 201d7639f91f369d58b1adf514f3febaf6154c58 http://www.pyrosetta.org 2022-12-07T16:15:33
core.init: command: PyRosetta -ex1 -ex2aro -database /usr/local/lib/python3.8/dist-packages/pyrosetta/database
basic.random.init_random_generator: &#39;RNG device&#39; seed mode, using &#39;/dev/urandom&#39;, seed=956799720 seed_offset=0 real_seed=956799720
basic.random.init_random_generator: RandomGenerator:init: Normal mode, seed=956799720 RG_type=mt19937
core.scoring.ScoreFunctionFactory: SCOREFUNCTION: ref2015
A - energy: 1.3271969948449436, # atoms: 13
R - energy: 102.3160570474678, # atoms: 27
N - energy: 21.277811221643148, # atoms: 17
D - energy: 22.591601075224595, # atoms: 15
C - energy: 25.879464721440193, # atoms: 14
Q - energy: 37.36774682895438, # atoms: 20
E - energy: 38.71063815498503, # atoms: 18
G - energy: 0.7983075202790909, # atoms: 10
H - energy: 25.958469253918192, # atoms: 20
I - energy: 43.980058457629774, # atoms: 22
L - energy: 44.929432130300164, # atoms: 22
K - energy: 43.83929786501412, # atoms: 25
M - energy: 38.571701349515315, # atoms: 20
F - energy: 38.030411886872976, # atoms: 23
P - energy: -0.6249041425135933, # atoms: 19
S - energy: 16.768555735893234, # atoms: 14
T - energy: 39.365500665004205, # atoms: 17
W - energy: 20.734292739532993, # atoms: 27
Y - energy: 27.050567512229414, # atoms: 24
V - energy: 16.871467049654573, # atoms: 19
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<h2 id="Grouping-Sequences">Grouping Sequences<a class="anchor-link" href="#Grouping-Sequences">&#182;</a></h2><p>The train data contains thousands of sequences that are not grouped properly.
To assign an original wildtype sequence to the training data, we will emply the use of the train wildtype groups csv file containing all wiltypes present in the training data.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">&#39;/content/drive&#39;</span><span class="p">)</span>
<span class="n">wildtype_groups</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="s2">&quot;/content/drive/MyDrive/novozymes-enzyme-stability-prediction/train_wildtype_groups.csv&quot;</span><span class="p">)</span> <span class="c1">#https://www.kaggle.com/datasets/shlomoron/train-wildtypes-af?select=train_wildtype_groups.csv </span>
<span class="n">wildtypes</span> <span class="o">=</span> <span class="n">wildtype_groups</span><span class="p">[</span><span class="s2">&quot;wildtype&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
<span class="nb">len</span><span class="p">(</span><span class="n">wildtypes</span><span class="p">)</span> <span class="c1"># There are 78 unique wildtypes in the training data</span>
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<pre>Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(&#34;/content/drive&#34;, force_remount=True).
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<pre>78</pre>
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<p>To group each sequence into a wildtype group, we need to emply a string difference algorithm. We have chosen the levenshtein distance because we do not care about what place each character is in, just the amount of additions or deletions. The function 'group_wildtypes' takes a protein sequence from the data and assigns it an original wildtype from the 78 wildtypes present in the data. As long as the sequence is about as long as the wildtype (within 5 amino acids), and has a max of 20 mutations, it is a good candidate for the wildtype.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;wildtype&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span> 

<span class="k">def</span> <span class="nf">group_wildtypes</span><span class="p">(</span><span class="n">seq</span><span class="p">):</span> <span class="c1">#Imperative function for grouping a sequence to one of the 78 provided wild types</span>
  <span class="k">for</span> <span class="n">idx</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">wildtypes</span><span class="p">)):</span>
    <span class="n">wt</span> <span class="o">=</span> <span class="n">wildtypes</span><span class="p">[</span><span class="n">idx</span><span class="p">]</span>
    <span class="n">ld</span> <span class="o">=</span> <span class="n">levenshtein_distance</span><span class="p">(</span><span class="n">wt</span><span class="p">,</span> <span class="n">seq</span><span class="p">)</span>
    <span class="k">if</span> <span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">seq</span><span class="p">)</span> <span class="o">&gt;</span> <span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">wt</span><span class="p">)</span> <span class="o">-</span> <span class="mi">6</span><span class="p">))</span> <span class="ow">and</span> <span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">seq</span><span class="p">)</span> <span class="o">&lt;</span> <span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">wt</span><span class="p">)</span> <span class="o">+</span> <span class="mi">6</span><span class="p">)))</span> <span class="ow">and</span> <span class="n">ld</span> <span class="o">&lt;</span> <span class="mi">20</span><span class="p">:</span>
      <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">idx</span><span class="p">)</span>
      <span class="c1"># Assign if and only if the sequence length is near the wildtype length,</span>
      <span class="c1"># and total mutations are under 20 from the original wildtype</span>
      
<span class="n">df</span><span class="p">[</span><span class="s2">&quot;wildtype&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">group_wildtypes</span><span class="p">)</span> 
<span class="c1"># run this function for every sequence to assign as many wildtypes as we can</span>

<span class="nb">print</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;wildtype&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">())</span>
<span class="n">df</span><span class="o">.</span><span class="n">dropna</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">df</span><span class="p">[</span><span class="s1">&#39;wildtype&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;wildtype&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="nb">int</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
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<pre>0.0     708
1.0     273
2.0     211
3.0     194
4.0     180
       ... 
73.0      6
75.0      6
74.0      6
76.0      6
77.0      5
Name: wildtype, Length: 77, dtype: int64
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<h3 id="Energy-Calculations">Energy Calculations<a class="anchor-link" href="#Energy-Calculations">&#182;</a></h3><p>Amino acid mutations can cause partial or total unfolding of a protein, which can cause disease states, and unfolding is also an indication of melting. So it is useful to predict which mutants can retain the conformation of a wild type protein, and which cannot. So, we used relative strain to relate to the risk of folding, which is the stability of the mutant relative to the wild type protein.</p>
<p>Using the dictionaries for each amino acid and their energy and number of atoms, we will calculate the strain energy of each protein. The relative strain, S, in the mutant protein was computed as:</p>
<h4 id="(Emut/Nmut-%E2%88%92-Ewt/Nwt)/(Ewt/Nwt)-=-E%C2%AFmut/E%C2%AFwt-%E2%88%92-1">(Emut/Nmut &#8722; Ewt/Nwt)/(Ewt/Nwt) = E&#175;mut/E&#175;wt &#8722; 1<a class="anchor-link" href="#(Emut/Nmut-%E2%88%92-Ewt/Nwt)/(Ewt/Nwt)-=-E%C2%AFmut/E%C2%AFwt-%E2%88%92-1">&#182;</a></h4><p>Nwt and Nmut are the number of atoms in the wild-type and mutant proteins, respectively. <a href="https://academic.oup.com/peds/article/14/7/479/1551044?login=true">Paper with equation</a></p>
<p>In this imperative function, we assign each row a relative strain value as well as an energy value that represents the net gain in energy from the mutaiton.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">calc_energy</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span> 
  <span class="c1"># bool = True for train data False for Test data</span>
  <span class="c1"># data = dataframe</span>
  <span class="n">energy_changes</span> <span class="o">=</span> <span class="p">[]</span>
  <span class="n">strains</span> <span class="o">=</span> <span class="p">[]</span>
  <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
    <span class="n">seq</span> <span class="o">=</span> <span class="n">row</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span>
    <span class="n">wt</span> <span class="o">=</span> <span class="n">wildtypes</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">row</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="s2">&quot;wildtype&quot;</span><span class="p">])]</span> <span class="k">if</span> <span class="nb">bool</span> <span class="k">else</span> <span class="n">base</span>
    <span class="c1"># For the test data, we already know the wild type so assign it base</span>
    <span class="n">flag1</span> <span class="o">=</span> <span class="kc">True</span>
    <span class="n">flag2</span> <span class="o">=</span> <span class="kc">False</span> <span class="c1">#setting up flags for logic to only get first mutation</span>
    <span class="n">count</span> <span class="o">=</span> <span class="mi">0</span>
    <span class="n">muts</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="n">wts</span> <span class="o">=</span> <span class="p">[]</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="nb">min</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">wt</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="n">seq</span><span class="p">))):</span>
      <span class="k">if</span> <span class="n">flag1</span> <span class="ow">and</span> <span class="p">(</span><span class="n">wt</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">!=</span> <span class="n">seq</span><span class="p">[</span><span class="n">i</span><span class="p">]):</span> <span class="c1">#If mutation (only first mutation strain)</span>
        <span class="n">count</span> <span class="o">=</span> <span class="n">count</span> <span class="o">+</span> <span class="mi">1</span>
        <span class="n">muts</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">seq</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
        <span class="n">wts</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">wt</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
        <span class="n">flag2</span> <span class="o">=</span> <span class="kc">True</span>
      <span class="k">else</span><span class="p">:</span> 
        <span class="k">if</span> <span class="n">flag2</span><span class="p">:</span> <span class="c1">#If we found first mutation strain, cut off the buffer</span>
          <span class="n">flag1</span> <span class="o">=</span> <span class="kc">False</span>
    <span class="n">energy_change</span> <span class="o">=</span> <span class="mi">0</span>
    <span class="n">strain_change</span> <span class="o">=</span> <span class="mi">0</span>
    <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">muts</span><span class="p">)):</span> <span class="c1">#For every amino acid in the mutation strain</span>
      <span class="n">emut</span> <span class="o">=</span> <span class="n">energy_dict</span><span class="p">[</span><span class="n">muts</span><span class="p">[</span><span class="n">j</span><span class="p">]]</span> <span class="c1"># get energy of mutation</span>
      <span class="n">ewt</span> <span class="o">=</span> <span class="n">energy_dict</span><span class="p">[</span><span class="n">wts</span><span class="p">[</span><span class="n">j</span><span class="p">]]</span> <span class="c1"># get energy of wild type</span>
      <span class="n">e_net</span> <span class="o">=</span> <span class="n">emut</span> <span class="o">-</span> <span class="n">ewt</span> <span class="c1"># net energy, store this as a feature</span>
      <span class="n">nmut</span> <span class="o">=</span> <span class="n">atoms_dict</span><span class="p">[</span><span class="n">muts</span><span class="p">[</span><span class="n">j</span><span class="p">]]</span> <span class="c1"># get number of atoms in mutation</span>
      <span class="n">nwt</span> <span class="o">=</span> <span class="n">atoms_dict</span><span class="p">[</span><span class="n">wts</span><span class="p">[</span><span class="n">j</span><span class="p">]]</span> <span class="c1"># get number of atoms in wild type</span>
      <span class="n">e_bar</span> <span class="o">=</span> <span class="p">(</span><span class="n">emut</span><span class="o">/</span><span class="n">nmut</span> <span class="o">-</span> <span class="n">ewt</span><span class="o">/</span><span class="n">nwt</span><span class="p">)</span> <span class="o">/</span> <span class="p">(</span><span class="n">ewt</span><span class="o">/</span><span class="n">nwt</span><span class="p">)</span> <span class="c1"># Formula from study</span>
      <span class="n">energy_change</span> <span class="o">=</span> <span class="n">energy_change</span> <span class="o">+</span> <span class="n">e_net</span>
      <span class="n">strain_change</span> <span class="o">=</span> <span class="n">strain_change</span> <span class="o">+</span> <span class="n">e_bar</span>
    <span class="n">energy_changes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">energy_change</span><span class="p">)</span>
    <span class="n">strains</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">strain_change</span><span class="p">)</span>
  <span class="n">data</span><span class="p">[</span><span class="s2">&quot;energy&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">energy_changes</span>
  <span class="n">data</span><span class="p">[</span><span class="s2">&quot;strain&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">strains</span>

<span class="n">calc_energy</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
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<p>Now lets add a feature for sequence length, so the machine can differentiate between wildtypes.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;seq_length&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span> <span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">))</span> <span class="c1"># get sequence length for every sequence</span>
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<p>Here we drop any protein that was not assigned a wildtype so that we dont have any missing data points wildtype column.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;wildtype&quot;</span><span class="p">]</span> <span class="o">!=</span> <span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="n">df</span>
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  <div id="df-e658c4f5-fbb4-4019-9c7f-df53017a2fca">
    <div class="colab-df-container">
      <div>
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      <th>seq_id</th>
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      <th>252</th>
      <td>266</td>
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      <th>947</th>
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      <td>DTSGTVCLSALPPEATDTLNLIASDGPFPYSQDGVVFQNRESVLPT...</td>
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      <td>DTSGTVCLSALPPEATDTLNLIASDGPFPYSQDGVVFQNRESVLPT...</td>
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      <td>8</td>
      <td>22.494034</td>
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      <th>949</th>
      <td>974</td>
      <td>DTSGTVCLSALPPEATDTLNLIASDGPFPYSQDGVVFQNRESVLPT...</td>
      <td>7.0</td>
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      <td>8</td>
      <td>22.494034</td>
      <td>1.607760</td>
      <td>96</td>
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      <th>956</th>
      <td>982</td>
      <td>DVSGTVCLSALPPEATDTLNLIASDGPFPYSQAGVVFQNRESVLPT...</td>
      <td>7.0</td>
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      <th>28193</th>
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      <td>SSCPGKSSWPHLVGVGGSVAKAIIERQNPNVKAVILEEGTPVAKDF...</td>
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<p>3935 rows × 8 columns</p>
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<p>Here we have to drop missing values so that we can run our machine learning algorithm and we also have to drop the columns that we won't be using as features.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">how</span><span class="o">=</span><span class="s1">&#39;any&#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">copy_df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="s2">&quot;deep&quot;</span><span class="p">)</span>
<span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;seq_id&#39;</span><span class="p">,</span><span class="s1">&#39;protein_sequence&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</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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<h2 id="Exploratory-Data-Analysis">Exploratory Data Analysis<a class="anchor-link" href="#Exploratory-Data-Analysis">&#182;</a></h2><p>Here we make a heat map to look at the correlation between different variables.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">&quot;wildtype&quot;</span><span class="p">],</span> <span class="n">axis</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">corr</span><span class="p">(),</span> 
            <span class="n">cmap</span><span class="o">=</span><span class="s2">&quot;YlOrBr&quot;</span><span class="p">,</span> <span class="n">robust</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">annot</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">vmin</span> <span class="o">=</span> <span class="o">-</span><span class="mf">.1</span><span class="p">)</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">title</span> <span class="o">=</span> <span class="s2">&quot;Covariance Matrix&quot;</span><span class="p">)</span>
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    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[132]:</div>


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<pre>[Text(0.5, 1.0, &#39;Covariance Matrix&#39;)]</pre>
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<p>And another heatmap for a specific wildtype. It is apparent that the correlation between features and the metling point depends on the wildtype.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[133]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;wildtype&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">9</span><span class="p">]</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">&quot;wildtype&quot;</span><span class="p">,</span> <span class="s2">&quot;seq_length&quot;</span><span class="p">],</span> 
            <span class="n">axis</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">corr</span><span class="p">(),</span> <span class="n">cmap</span><span class="o">=</span><span class="s2">&quot;YlOrBr&quot;</span><span class="p">,</span> <span class="n">robust</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">annot</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">vmin</span> <span class="o">=</span> <span class="o">-</span><span class="mf">.1</span><span class="p">)</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">title</span> <span class="o">=</span> <span class="s2">&quot;Covariance Matrix&quot;</span><span class="p">)</span>
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    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[133]:</div>


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<pre>[Text(0.5, 1.0, &#39;Covariance Matrix&#39;)]</pre>
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<h2 id="Machine-Learning">Machine Learning<a class="anchor-link" href="#Machine-Learning">&#182;</a></h2><p>Here we perform our train test split so that we can see how our regression performs later.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[134]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">x</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;wildtype&#39;</span><span class="p">,</span> <span class="s1">&#39;tm&#39;</span><span class="p">],</span><span class="n">axis</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="n">df</span><span class="p">[</span><span class="s1">&#39;tm&#39;</span><span class="p">]</span>
<span class="n">x_train</span><span class="p">,</span><span class="n">x_test</span><span class="p">,</span><span class="n">y_train</span><span class="p">,</span><span class="n">y_test</span><span class="o">=</span><span class="n">train_test_split</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span><span class="n">test_size</span><span class="o">=</span><span class="mf">0.20</span><span class="p">)</span>
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<p>Here we initialize the random forest regressor and then print out the parameters to decide which parameters to test in our grid search. We chose to train a Random Forest Regressor for 3 main reasons</p>
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<li>Our target variable, melting point (tm), is continuous data, so we need a regression model instead of a classification model</li>
<li>Has many meta parameters that can be used to prevent overfitting and increase accuracy</li>
<li>Random Forests can handle large data sets efficiently</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[135]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">rf</span> <span class="o">=</span> <span class="n">RandomForestRegressor</span><span class="p">()</span>
<span class="nb">print</span><span class="p">(</span><span class="n">rf</span><span class="o">.</span><span class="n">get_params</span><span class="p">())</span>
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<pre>{&#39;bootstrap&#39;: True, &#39;ccp_alpha&#39;: 0.0, &#39;criterion&#39;: &#39;squared_error&#39;, &#39;max_depth&#39;: None, &#39;max_features&#39;: &#39;auto&#39;, &#39;max_leaf_nodes&#39;: None, &#39;max_samples&#39;: None, &#39;min_impurity_decrease&#39;: 0.0, &#39;min_samples_leaf&#39;: 1, &#39;min_samples_split&#39;: 2, &#39;min_weight_fraction_leaf&#39;: 0.0, &#39;n_estimators&#39;: 100, &#39;n_jobs&#39;: None, &#39;oob_score&#39;: False, &#39;random_state&#39;: None, &#39;verbose&#39;: 0, &#39;warm_start&#39;: False}
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<p>Here we decide our parameters for our grid search.</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[136]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">grid</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;max_depth&#39;</span><span class="p">:</span><span class="nb">list</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">20</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">2</span><span class="p">)),</span>
              <span class="s1">&#39;n_estimators&#39;</span><span class="p">:</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">500</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">50</span><span class="p">),</span>
              <span class="s1">&#39;max_features&#39;</span><span class="p">:</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
              <span class="s1">&#39;min_samples_leaf&#39;</span><span class="p">:</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">6</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
              <span class="s1">&#39;min_samples_split&#39;</span><span class="p">:</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">12</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
         <span class="p">}</span> <span class="c1"># grid search for best parameters </span>
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<p>We run our grid search with 10 fold cross validation. We use r^2 for our scoring.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">grid_search</span> <span class="o">=</span> <span class="n">RandomizedSearchCV</span><span class="p">(</span><span class="n">estimator</span><span class="o">=</span><span class="n">rf</span><span class="p">,</span> <span class="n">param_distributions</span><span class="o">=</span><span class="n">grid</span><span class="p">,</span> 
                              <span class="n">n_jobs</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span>
                              <span class="n">scoring</span><span class="o">=</span><span class="s1">&#39;r2&#39;</span><span class="p">,</span> 
                              <span class="n">cv</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
                              <span class="n">return_train_score</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<p>Here we fit our model with our training data.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">grid_search</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">x_train</span><span class="p">,</span><span class="n">y_train</span><span class="p">)</span> <span class="c1"># Train regression model</span>
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<pre>Fitting 10 folds for each of 10 candidates, totalling 100 fits
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<pre>RandomizedSearchCV(cv=10, estimator=RandomForestRegressor(), n_jobs=-1,
                   param_distributions={&#39;max_depth&#39;: [1, 3, 5, 7, 9, 11, 13, 15,
                                                      17, 19],
                                        &#39;max_features&#39;: array([1, 2, 3, 4]),
                                        &#39;min_samples_leaf&#39;: array([1, 2, 3, 4, 5]),
                                        &#39;min_samples_split&#39;: array([ 2,  4,  6,  8, 10]),
                                        &#39;n_estimators&#39;: array([ 10,  60, 110, 160, 210, 260, 310, 360, 410, 460])},
                   return_train_score=True, scoring=&#39;r2&#39;, verbose=2)</pre>
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<p>Here we read in our test dataset and then perform the distance and energy calculations on it in order to predict the melting points. We then saved the prediction in the submission dataframe and saved it as a csv to submit for the competition. The competition will calculate our score.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">test_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;/content/drive/MyDrive/novozymes-enzyme-stability-prediction/test.csv&#39;</span><span class="p">)</span>
<span class="n">submission</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">submission</span><span class="p">[</span><span class="s1">&#39;seq_id&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">test_df</span><span class="p">[</span><span class="s1">&#39;seq_id&#39;</span><span class="p">]</span>
<span class="n">test_df</span><span class="p">[</span><span class="s2">&quot;seq_length&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">test_df</span><span class="p">[</span><span class="s2">&quot;protein_sequence&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="n">calc_energy</span><span class="p">(</span><span class="n">test_df</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
<span class="n">test_df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;seq_id&#39;</span><span class="p">,</span><span class="s1">&#39;protein_sequence&#39;</span><span class="p">,</span> <span class="s1">&#39;data_source&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</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="c1">#Now that we have created the same features for the test data, </span>
<span class="n">submission</span><span class="p">[</span><span class="s1">&#39;tm&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">grid_search</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">test_df</span><span class="p">)</span> <span class="c1"># Use the model to predict it</span>
<span class="n">submission</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;submission.csv&#39;</span><span class="p">,</span><span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">submission</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">5</span><span class="p">))</span>
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<pre>   seq_id         tm
0   31390  39.401292
1   31391  39.401292
2   31392  39.401292
3   31393  39.401292
4   31394  39.401292
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<pre>/usr/local/lib/python3.8/dist-packages/sklearn/base.py:493: FutureWarning: The feature names should match those that were passed during fit. Starting version 1.2, an error will be raised.
Feature names must be in the same order as they were in fit.

  warnings.warn(message, FutureWarning)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">submission</span><span class="p">[</span><span class="s2">&quot;tm&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span> <span class="c1"># Make sure we have unique values (mutations can be very similar)</span>
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<pre>array([39.40129202, 39.79708327, 38.93019354, 39.87624994, 40.06099994,
       39.63208327])</pre>
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<p>Here we run our prediciton on the test data from our split and then print out the resulting spearmanr correlation coefficient. Our score is 0.838, which is a decent score. This spearman correlation coefficient had a P-value of 4 x 10 ^ -209, which is extremely close to zero indicating the statistical significance of our regression model at a high confidence.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pred</span> <span class="o">=</span> <span class="n">grid_search</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">x_test</span><span class="p">)</span> <span class="c1">#How did we do on split train data?</span>
<span class="n">stats</span><span class="o">.</span><span class="n">spearmanr</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">pred</span><span class="p">)</span>
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<pre>SpearmanrResult(correlation=0.8303855210407611, pvalue=1.4027993689645268e-201)</pre>
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<h3 id="Residuals">Residuals<a class="anchor-link" href="#Residuals">&#182;</a></h3><p>Plot of average residuals across each wildtype</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">x_test</span><span class="p">[</span><span class="s2">&quot;Predictions&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pred</span>
<span class="n">x_test</span><span class="p">[</span><span class="s2">&quot;Actual&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">y_test</span>
<span class="n">x_test</span>
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  <div id="df-3324a931-1f16-435e-82fb-5f63c3590708">
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<style scoped>
    .dataframe tbody tr th:only-of-type {
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<table border="1" class="dataframe">
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      <th></th>
      <th>pH</th>
      <th>energy</th>
      <th>strain</th>
      <th>seq_length</th>
      <th>Predictions</th>
      <th>Actual</th>
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    <tr>
      <th>12984</th>
      <td>7.5</td>
      <td>-15.441359</td>
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      <td>53</td>
      <td>49.603170</td>
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      <th>15543</th>
      <td>7.0</td>
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      <th>957</th>
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      <th>14750</th>
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      <td>11.713263</td>
      <td>155</td>
      <td>49.689171</td>
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      <th>14729</th>
      <td>3.0</td>
      <td>-1.313790</td>
      <td>-0.168959</td>
      <td>155</td>
      <td>49.983247</td>
      <td>48.8</td>
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      <th>...</th>
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      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
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      <th>17321</th>
      <td>7.0</td>
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      <td>-0.914764</td>
      <td>296</td>
      <td>51.901007</td>
      <td>56.0</td>
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      <th>10452</th>
      <td>8.0</td>
      <td>0.949374</td>
      <td>0.021586</td>
      <td>537</td>
      <td>73.495872</td>
      <td>72.9</td>
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    <tr>
      <th>16942</th>
      <td>5.4</td>
      <td>37.244504</td>
      <td>17.890644</td>
      <td>164</td>
      <td>62.166630</td>
      <td>60.1</td>
    </tr>
    <tr>
      <th>17643</th>
      <td>8.0</td>
      <td>-26.504369</td>
      <td>-1.017792</td>
      <td>455</td>
      <td>61.261666</td>
      <td>62.0</td>
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      <th>8844</th>
      <td>5.2</td>
      <td>-12.314933</td>
      <td>-0.513259</td>
      <td>448</td>
      <td>57.762502</td>
      <td>68.7</td>
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</table>
<p>787 rows × 6 columns</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[143]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">x_test</span><span class="p">[</span><span class="s2">&quot;residual&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">x_test</span><span class="p">[</span><span class="s2">&quot;Predictions&quot;</span><span class="p">]</span> <span class="o">-</span> <span class="n">x_test</span><span class="p">[</span><span class="s2">&quot;Actual&quot;</span><span class="p">])</span>
<span class="n">gby</span> <span class="o">=</span> <span class="n">x_test</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;seq_length&quot;</span><span class="p">)[</span><span class="s2">&quot;residual&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">gby</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;bar&#39;</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Average Residual by Sequence Length&#39;</span><span class="p">,</span>
               <span class="n">ylabel</span><span class="o">=</span><span class="s1">&#39;Average Residual (Degrees Celsius)&#39;</span><span class="p">,</span> <span class="n">xlabel</span><span class="o">=</span><span class="s1">&#39;Sequence Length&#39;</span><span class="p">)</span>
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    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[143]:</div>


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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fa28d95f460&gt;</pre>
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<h3 id="Predictions-vs-Accuracy">Predictions vs Accuracy<a class="anchor-link" href="#Predictions-vs-Accuracy">&#182;</a></h3><p>Plot of predicted melting points versus actual melting points along an x-axis of sequence length</p>

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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[144]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;seq_length&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;variable&#39;</span><span class="p">,</span> 
             <span class="n">data</span><span class="o">=</span><span class="n">pd</span><span class="o">.</span><span class="n">melt</span><span class="p">(</span><span class="n">x_test</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">&quot;strain&quot;</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">,</span> <span class="s2">&quot;pH&quot;</span><span class="p">,</span> <span class="s2">&quot;energy&quot;</span><span class="p">],</span> <span class="n">axis</span> <span class="o">=</span> <span class="mi">1</span><span class="p">),</span> <span class="p">[</span><span class="s1">&#39;seq_length&#39;</span><span class="p">]))</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
                 <span class="n">title</span> <span class="o">=</span> <span class="s2">&quot;Acutal vs Predicted Melting Point&quot;</span>
             <span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">750</span><span class="p">)</span>
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    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[144]:</div>


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<pre>(0.0, 750.0)</pre>
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<h1 id="Conclusion">Conclusion<a class="anchor-link" href="#Conclusion">&#182;</a></h1><p>Based on our spearman correlation coefficient of 0.838, which is based on our split test data and training data, our predicitions were pretty accurate. However, when we tried predicting the test data it seems that our predictions was pretty terrible. We did not rank as highly as we would have liked in the competition. The test data only has variants of one protein, which is not present in our data. Other teams probably had more knowledge in how to extrapilate across wildtypes based on simply the relational protein sequences. Our model had a hard time adjusting to novel wildtypes, since it had not seen them before.  It is easy for our model to adjust once it has been shown a wildtype, though. Given information about a wildtype, its mutations, and its melting points makes predicting melting points straightforward. Taking the same information and predicting another wildtype's melting point is very difficult as different protein wildtypes behave so different, and this variability in behavior is evident even in the small sample of 78 wildtypes in this dataset. Perhaps this is also further proof that the energy calculations are either not very good at determining relative strain in proteins, or that relative strain in proteins does not correlate well with melting point temperature.</p>
<h2 id="Final-Thoughts">Final Thoughts<a class="anchor-link" href="#Final-Thoughts">&#182;</a></h2><p>Through this competition and final project, we have discovered that to perform the data science process most effectively, extensive knowledge or even expertise in the field of the dataset is often required. In this dataset it is evidently clear that only experts in protein mutations would be able to provide the neccesary information about every factor in protein melting points. Nontheless, our methods show that research and proper data science technique is enough to get simpler but useful insights from important information.</p>

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