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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>task2</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:""; }
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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 {
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--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 {
margin: 0.4em;
}
/* Input area styling */
.jp-InputArea {
overflow: hidden;
}
.jp-InputArea-editor {
overflow: hidden;
}
.CodeMirror pre {
margin: 0;
padding: 0;
}
/* Using table instead of flexbox so that we can use break-inside property */
/* CSS rules under this comment should not be required anymore after we move to the JupyterLab 4.0 CSS */
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
min-width: calc(
var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
);
}
.jp-OutputArea-child {
display: table;
width: 100%;
}
.jp-OutputPrompt {
display: table-cell;
vertical-align: top;
min-width: var(--jp-cell-prompt-width);
}
body[data-format='mobile'] .jp-OutputPrompt {
display: table-row;
}
.jp-OutputArea-output {
display: table-cell;
width: 100%;
}
body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
display: table-row;
}
.jp-OutputArea-output.jp-OutputArea-executeResult {
width: 100%;
}
/* Hiding the collapser by default */
.jp-Collapser {
display: none;
}
@media print {
.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
display: block;
}
.jp-OutputArea-child {
break-inside: avoid-page;
}
}
</style>
<!-- Load mathjax -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
<!-- MathJax configuration -->
<script type="text/x-mathjax-config">
init_mathjax = function() {
if (window.MathJax) {
// MathJax loaded
MathJax.Hub.Config({
TeX: {
equationNumbers: {
autoNumber: "AMS",
useLabelIds: true
}
},
tex2jax: {
inlineMath: [ ['$','$'], ["\\(","\\)"] ],
displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
processEscapes: true,
processEnvironments: true
},
displayAlign: 'center',
CommonHTML: {
linebreaks: {
automatic: true
}
}
});
MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
}
}
init_mathjax();
</script>
<!-- End of mathjax configuration --></head>
<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
<div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs ">
<div class="jp-Cell-inputWrapper">
<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
</div>
<div class="jp-InputArea jp-Cell-inputArea">
<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[1]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-13</span>
<span class="c1"># 导库</span>
<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">plt</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">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="kn">import</span> <span class="nn">warnings</span>
<span class="c1"># 忽略所有警告</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s2">&quot;ignore&quot;</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs ">
<div class="jp-Cell-inputWrapper">
<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
</div>
<div class="jp-InputArea jp-Cell-inputArea">
<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[2]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 设置中文字体</span>
<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">font_manager</span> <span class="k">as</span> <span class="n">fm</span>
<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
<span class="n">font_path</span> <span class="o">=</span> <span class="s1">&#39;/System/Library/Fonts/STHeiti Medium.ttc&#39;</span>
<span class="n">my_font</span> <span class="o">=</span> <span class="n">fm</span><span class="o">.</span><span class="n">FontProperties</span><span class="p">(</span><span class="n">fname</span><span class="o">=</span><span class="n">font_path</span><span class="p">)</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell ">
<div class="jp-Cell-inputWrapper">
<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
</div>
<div class="jp-InputArea jp-Cell-inputArea">
<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[3]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 加载数据</span>
<span class="n">hr</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;./data/hr.csv&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;gbk&#39;</span><span class="p">)</span>
<span class="n">hr</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
</pre></div>
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<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>用户编号</th>
<th>满意度</th>
<th>评分</th>
<th>总项目数</th>
<th>每月平均工作小时数(小时)</th>
<th>工龄(年)</th>
<th>工作事故</th>
<th>离职</th>
<th>5年内升职</th>
<th>部门</th>
<th>薪资</th>
</tr>
</thead>
<tbody>
<tr>
<th>0</th>
<td>1</td>
<td>0.38</td>
<td>0.53</td>
<td>2</td>
<td>157</td>
<td>3</td>
<td>0</td>
<td>1</td>
<td>0</td>
<td>销售部</td>
<td>低</td>
</tr>
<tr>
<th>1</th>
<td>2</td>
<td>0.80</td>
<td>0.86</td>
<td>5</td>
<td>242</td>
<td>6</td>
<td>0</td>
<td>1</td>
<td>0</td>
<td>销售部</td>
<td>中</td>
</tr>
<tr>
<th>2</th>
<td>3</td>
<td>0.11</td>
<td>0.88</td>
<td>7</td>
<td>242</td>
<td>4</td>
<td>0</td>
<td>1</td>
<td>0</td>
<td>销售部</td>
<td>中</td>
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<h1 id="%F0%9F%93%8A-%E5%88%86%E6%9E%90%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%85%B3%E7%B3%BB">&#128202; &#20998;&#26512;&#21592;&#24037;&#28385;&#24847;&#24230;&#19982;&#24179;&#22343;&#27599;&#26376;&#24037;&#20316;&#26102;&#38271;&#30340;&#20851;&#31995;<a class="anchor-link" href="#%F0%9F%93%8A-%E5%88%86%E6%9E%90%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%85%B3%E7%B3%BB">&#182;</a></h1><p>本程序使用 Matplotlib 绘制散点图,展示不同薪资水平的员工在满意度与每月平均工作时长之间的关系。主要流程如下:</p>
<ol>
<li><p><strong>数据准备</strong>
从员工数据集中提取前 100 条记录,作为可视化的数据样本。</p>
</li>
<li><p><strong>定义颜色映射</strong>
为每种薪资水平指定唯一颜色,以便在散点图中分类显示。</p>
</li>
<li><p><strong>按薪资分组并绘制散点图</strong>
遍历每个薪资分组的子集,将“每月平均工作小时数”作为 X 轴,“满意度”作为 Y 轴,绘制分类散点图。</p>
</li>
<li><p><strong>设置图例</strong>
为图表添加图例,以显示各薪资水平所对应的颜色,增强可读性。</p>
</li>
<li><p><strong>设置坐标轴与图表标题</strong>
添加 X 轴、Y 轴标签以及图表主标题,确保图表含义清晰明确。</p>
</li>
<li><p><strong>显示图表</strong>
使用 <code>plt.show()</code> 命令将绘制好的图表展示出来。</p>
</li>
</ol>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 从 hr 数据集中选取前 100 条记录,用作绘图样本数据</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span>
<span class="c1"># 为每个唯一的薪资水平指定一种颜色,并构造映射字典</span>
<span class="c1"># zip 将 [&#39;高&#39;, &#39;中&#39;, &#39;低&#39;] 与 [&#39;b&#39;, &#39;y&#39;, &#39;r&#39;] 一一对应</span>
<span class="n">color_map</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;薪资&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">(),</span> <span class="p">[</span><span class="s1">&#39;b&#39;</span><span class="p">,</span> <span class="s1">&#39;y&#39;</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">]))</span>
<span class="c1"># 遍历每一个薪资等级的数据子集,分别绘制散点图</span>
<span class="k">for</span> <span class="n">species</span><span class="p">,</span> <span class="n">group</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;薪资&#39;</span><span class="p">):</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
<span class="n">group</span><span class="p">[</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">],</span> <span class="c1"># x横坐标为每月工作时长</span>
<span class="n">group</span><span class="p">[</span><span class="s1">&#39;满意度&#39;</span><span class="p">],</span> <span class="c1"># y纵坐标为满意度</span>
<span class="n">color</span><span class="o">=</span><span class="n">color_map</span><span class="p">[</span><span class="n">species</span><span class="p">],</span> <span class="c1"># color根据薪资映射的颜色</span>
<span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">,</span> <span class="c1"># alpha点的透明度值越小越透明</span>
<span class="n">edgecolors</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="c1"># edgecolors点边缘颜色None 表示无边</span>
<span class="n">label</span><span class="o">=</span><span class="n">species</span> <span class="c1"># label图例中显示的分类名称</span>
<span class="p">)</span>
<span class="c1"># 添加图例,显示每种薪资等级对应的颜色</span>
<span class="c1"># frameon=True 表示图例带有边框title 设置图例标题为“薪资”</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">frameon</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s1">&#39;薪资&#39;</span><span class="p">)</span>
<span class="c1"># 设置横轴标签文本</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;平均每个月工作时长(小时)&#39;</span><span class="p">)</span>
<span class="c1"># 设置纵轴标签文本</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;满意度水平&#39;</span><span class="p">)</span>
<span class="c1"># 设置图表的主标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;满意度水平与平均每个月工作小时&#39;</span><span class="p">)</span>
<span class="c1"># 展示最终绘图结果</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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<h1 id="%F0%9F%93%8A-%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%8F%AF%E8%A7%86%E5%8C%96%E6%B5%81%E7%A8%8B%E8%AF%B4%E6%98%8E">&#128202; &#21592;&#24037;&#28385;&#24847;&#24230;&#19982;&#24179;&#22343;&#27599;&#26376;&#24037;&#20316;&#26102;&#38271;&#30340;&#21487;&#35270;&#21270;&#27969;&#31243;&#35828;&#26126;<a class="anchor-link" href="#%F0%9F%93%8A-%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%8F%AF%E8%A7%86%E5%8C%96%E6%B5%81%E7%A8%8B%E8%AF%B4%E6%98%8E">&#182;</a></h1><p>本程序用于分析员工“满意度”与“每月平均工作时长”之间的关系,主要流程如下:</p>
<ol>
<li><p><strong>使用 Seaborn 的 <code>lmplot</code> 函数绘制散点图</strong></p>
<ul>
<li>横轴表示“每月平均工作小时数”,纵轴表示“满意度”。</li>
<li>通过设置 <code>hue='薪资'</code>,将不同薪资等级的员工使用不同颜色区分。</li>
<li>设置 <code>fit_reg=False</code>,表示不绘制线性回归拟合线,仅展示散点。</li>
</ul>
</li>
<li><p><strong>设置图表的坐标轴标签</strong></p>
<ul>
<li>为 X 轴添加“平均每个月工作时长(小时)”标签。</li>
<li>为 Y 轴添加“满意度水平”标签。</li>
</ul>
</li>
<li><p><strong>设置图表标题</strong></p>
<ul>
<li>图表的主标题为“满意度水平与平均每个月工作小时”。</li>
</ul>
</li>
<li><p><strong>显示图表</strong></p>
<ul>
<li>最后通过 <code>plt.show()</code> 将图表展示出来。</li>
</ul>
</li>
</ol>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 使用 seaborn 的 lmplot 方法绘制散点图,展示“满意度”与“每月平均工作时长”的关系</span>
<span class="n">sns</span><span class="o">.</span><span class="n">lmplot</span><span class="p">(</span>
<span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="c1"># 第一个参数x 轴变量,表示每月工作时长</span>
<span class="s1">&#39;满意度&#39;</span><span class="p">,</span> <span class="c1"># 第二个参数y 轴变量,表示员工满意度</span>
<span class="n">data</span><span class="p">,</span> <span class="c1"># data传入的数据集前面应定义为包含这些字段的 DataFrame</span>
<span class="n">hue</span><span class="o">=</span><span class="s1">&#39;薪资&#39;</span><span class="p">,</span> <span class="c1"># hue根据“薪资”列的值分类着色</span>
<span class="n">fit_reg</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="c1"># fit_reg是否绘制回归拟合线False 表示不绘制,仅显示散点</span>
<span class="n">height</span><span class="o">=</span><span class="mi">4</span> <span class="c1"># height图像高度单位为英寸控制图表整体大小</span>
<span class="p">)</span>
<span class="c1"># 设置 x 轴的标签文本</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;平均每个月工作时长(小时)&#39;</span><span class="p">)</span> <span class="c1"># 表示横轴单位与含义</span>
<span class="c1"># 设置 y 轴的标签文本</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;满意度水平&#39;</span><span class="p">)</span> <span class="c1"># 表示纵轴的单位与含义</span>
<span class="c1"># 设置图表的标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;满意度水平与平均每个月工作小时&#39;</span><span class="p">)</span>
<span class="c1"># 显示图表窗口</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Matplotlib-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E7%9B%B4%E7%BA%BF%E5%9B%BE">&#128202; &#20351;&#29992; Matplotlib &#32472;&#21046;&#22810;&#26465;&#30452;&#32447;&#22270;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Matplotlib-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E7%9B%B4%E7%BA%BF%E5%9B%BE">&#182;</a></h1><p>本程序演示如何使用 Matplotlib 库绘制多条直线图,并设置图表标题。主要流程如下:</p>
<ol>
<li><p><strong>导入 NumPy 库并设置图形参数</strong></p>
<ul>
<li>导入 NumPy 用于生成数值序列;</li>
<li>通过设置 <code>plt.rcParams['axes.unicode_minus'] = False</code>,确保负号可以在图表中正确显示。</li>
</ul>
</li>
<li><p><strong>构造数据</strong></p>
<ul>
<li>使用 <code>np.arange()</code> 创建 x 轴的数值序列;</li>
<li>通过对 x 加常数分别生成 y1、y2、y3 三组直线数据。</li>
</ul>
</li>
<li><p><strong>绘制多条直线图</strong></p>
<ul>
<li>使用 <code>plt.plot()</code> 分别绘制三条直线,分别对应 y1、y2 和 y3。</li>
</ul>
</li>
<li><p><strong>添加图表标题</strong></p>
<ul>
<li>使用 <code>plt.title()</code> 添加主标题,说明图表展示内容。</li>
</ul>
</li>
<li><p><strong>显示图表</strong></p>
<ul>
<li>使用 <code>plt.show()</code> 将图表可视化。</li>
</ul>
</li>
</ol>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 导入 numpy 数组处理库</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="c1"># 设置图形显示参数,使负号正常显示(避免出现乱码或方块)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
<span class="c1"># 创建一个从 1 到 9步长为 2 的数组,作为 x 轴数据</span>
<span class="n">x</span> <span class="o">=</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">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="c1"># 输出: array([1, 3, 5, 7, 9])</span>
<span class="c1"># 构造三条直线的 y 值:分别为 x+1, x+3, x+5</span>
<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>
<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>
<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>
<span class="c1"># 设置图表标题为“Matplotlib库的绘图风格”</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Matplotlib库的绘图风格&#39;</span><span class="p">)</span>
<span class="c1"># 绘制第一条直线x, y1</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">)</span>
<span class="c1"># 绘制第二条直线x, y2</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">)</span>
<span class="c1"># 绘制第三条直线x, y3</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">)</span>
<span class="c1"># 显示图表</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E6%8A%98%E7%BA%BF%E5%9B%BE%E5%B9%B6%E8%AE%BE%E7%BD%AE%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC">&#128202; &#20351;&#29992; Seaborn &#32472;&#21046;&#22810;&#26465;&#25240;&#32447;&#22270;&#24182;&#35774;&#32622;&#32472;&#22270;&#39118;&#26684;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E6%8A%98%E7%BA%BF%E5%9B%BE%E5%B9%B6%E8%AE%BE%E7%BD%AE%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC">&#182;</a></h1><p>本程序使用 Seaborn 库绘制三条折线图,同时设置图表风格和标题。流程如下:</p>
<ol>
<li><p><strong>设置 Seaborn 绘图风格</strong></p>
<ul>
<li>使用 <code>darkgrid</code> 风格背景,使图表背景带有灰色网格;</li>
<li>设置字体为 <code>'SimHei'</code>(黑体)和 <code>'Arial'</code>,以确保支持中文和英文字体混合显示。</li>
</ul>
</li>
<li><p><strong>添加图表标题</strong></p>
<ul>
<li>使用 <code>plt.title()</code> 设置图表标题,指明图表内容是 Seaborn 风格演示。</li>
</ul>
</li>
<li><p><strong>绘制三条折线图</strong></p>
<ul>
<li>使用 <code>sns.lineplot()</code> 分别绘制三组数据曲线y1、y2、y3 对应 x</li>
<li>默认线条颜色不同,可自动区分。</li>
</ul>
</li>
<li><p><strong>显示图表</strong></p>
<ul>
<li>使用 <code>plt.show()</code> 展示最终绘图结果。</li>
</ul>
</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[7]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 设置 seaborn 的绘图风格为 darkgrid背景为深色网格</span>
<span class="c1"># sns.set_style(&#39;darkgrid&#39;)</span>
<span class="c1"># 设置字体为黑体simhei和 Arial保证中英文均能显示</span>
<span class="c1"># font.sans-serif 是设置无衬线字体优先级的参数</span>
<span class="c1"># sns.set_style({&#39;font.sans-serif&#39;: [&#39;simhei&#39;, &#39;Arial&#39;]})</span>
<span class="c1"># 设置图表主标题为“seaborn库的绘图风格”</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;seaborn库的绘图风格&#39;</span><span class="p">)</span>
<span class="c1"># 使用 seaborn 绘制第一条折线图x 对 y1</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="p">,</span> <span class="n">y1</span><span class="p">)</span>
<span class="c1"># 使用 seaborn 绘制第二条折线图x 对 y2</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="p">,</span> <span class="n">y2</span><span class="p">)</span>
<span class="c1"># 使用 seaborn 绘制第三条折线图x 对 y3</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="p">,</span> <span class="n">y3</span><span class="p">)</span>
<span class="c1"># 显示图表</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E5%A4%9A%E7%A7%8D%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC%E8%BF%9B%E8%A1%8C%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA">&#128202; &#20351;&#29992; Seaborn &#30340;&#22810;&#31181;&#32472;&#22270;&#39118;&#26684;&#36827;&#34892;&#23545;&#27604;&#23637;&#31034;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E5%A4%9A%E7%A7%8D%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC%E8%BF%9B%E8%A1%8C%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA">&#182;</a></h1><p>本程序使用 Seaborn 的多个主题风格,分别绘制相同的三条折线图,并将它们放入一个图像的多个子图中进行展示对比,主要流程如下:</p>
<ol>
<li><p><strong>数据准备</strong></p>
<ul>
<li>使用 <code>np.arange()</code> 创建 x 序列,并构造三组 y 序列作为三条线的 Y 轴数据。</li>
</ul>
</li>
<li><p><strong>封装绘图函数 <code>showLine()</code></strong></p>
<ul>
<li>封装绘图操作,将三条线的绘图过程统一到一个函数中,便于多次调用。</li>
</ul>
</li>
<li><p><strong>创建总图框 <code>figure()</code></strong></p>
<ul>
<li>设置画布大小为 12x8 英寸,用于容纳多个子图。</li>
</ul>
</li>
<li><p><strong>依次使用五种 Seaborn 风格绘制子图</strong></p>
<ul>
<li>每种风格(<code>darkgrid</code>, <code>whitegrid</code>, <code>dark</code>, <code>white</code>, <code>ticks</code>)都对应一个子图;</li>
<li>使用 <code>with sns.axes_style(...)</code> 语法在局部应用样式;</li>
<li>每个子图通过 <code>add_subplot(2, 3, i)</code> 添加,形成 2 行 3 列的图像布局。</li>
</ul>
</li>
<li><p><strong>绘制一个自定义参数的子图</strong></p>
<ul>
<li>在第六个子图中使用 <code>sns.set_style()</code> 设置额外参数(如字体和网格线颜色);</li>
<li>演示如何修改 Seaborn 风格中的具体细节。</li>
</ul>
</li>
<li><p><strong>展示所有子图</strong></p>
<ul>
<li>使用 <code>plt.show()</code> 一次性将全部子图显示出来。</li>
</ul>
</li>
</ol>
</div>
</div>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[8]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 创建 x 序列:从 1 到 9步长为 2</span>
<span class="n">x</span> <span class="o">=</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">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="c1"># 构造三条折线的数据</span>
<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>
<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>
<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>
<span class="c1"># 封装绘图函数,绘制三条折线</span>
<span class="k">def</span> <span class="nf">showLine</span><span class="p">(</span><span class="n">flip</span><span class="o">=</span><span class="mi">1</span><span class="p">):</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="p">,</span> <span class="n">y1</span><span class="p">)</span> <span class="c1"># 绘制第一条线</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="p">,</span> <span class="n">y2</span><span class="p">)</span> <span class="c1"># 绘制第二条线</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="p">,</span> <span class="n">y3</span><span class="p">)</span> <span class="c1"># 绘制第三条线</span>
<span class="c1"># 创建一个图像对象,设置整体图像大小为 12x8 英寸</span>
<span class="n">pic</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
<span class="c1"># 使用 Seaborn 的 darkgrid 风格</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;darkgrid&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="c1"># 添加第一个子图第1行第1列</span>
<span class="n">showLine</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="s1">&#39;darkgrid&#39;</span><span class="p">)</span>
<span class="c1"># 使用 Seaborn 的 whitegrid 风格</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;whitegrid&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="c1"># 添加第二个子图第1行第2列</span>
<span class="n">showLine</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="s1">&#39;whitegrid&#39;</span><span class="p">)</span>
<span class="c1"># 使用 Seaborn 的 dark 风格</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;dark&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span> <span class="c1"># 添加第三个子图第1行第3列</span>
<span class="n">showLine</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="s1">&#39;dark&#39;</span><span class="p">)</span>
<span class="c1"># 使用 Seaborn 的 white 风格</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span> <span class="c1"># 添加第四个子图第2行第1列</span>
<span class="n">showLine</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="s1">&#39;white&#39;</span><span class="p">)</span>
<span class="c1"># 使用 Seaborn 的 ticks 风格</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;ticks&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">5</span><span class="p">)</span> <span class="c1"># 添加第五个子图第2行第2列</span>
<span class="n">showLine</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="s1">&#39;ticks&#39;</span><span class="p">)</span>
<span class="c1"># 设置整体风格并修改字体和网格颜色等参数</span>
<span class="n">sns</span><span class="o">.</span><span class="n">set_style</span><span class="p">(</span>
<span class="n">style</span><span class="o">=</span><span class="s1">&#39;darkgrid&#39;</span><span class="p">,</span>
<span class="n">rc</span><span class="o">=</span><span class="p">{</span>
<span class="s1">&#39;font.sans-serif&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;MicrosoftYaHei&#39;</span><span class="p">,</span> <span class="s1">&#39;SimHei&#39;</span><span class="p">],</span> <span class="c1"># 设置中文字体优先级</span>
<span class="s1">&#39;grid.color&#39;</span><span class="p">:</span> <span class="s1">&#39;black&#39;</span> <span class="c1"># 修改网格线颜色为黑色</span>
<span class="p">}</span>
<span class="p">)</span>
<span class="c1"># 重设代码字体</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
<span class="c1"># 添加第六个子图第2行第3列用于显示自定义风格效果</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">6</span><span class="p">)</span>
<span class="n">showLine</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="s1">&#39;修改参数&#39;</span><span class="p">)</span>
<span class="c1"># 显示所有子图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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<pre>findfont: Font family [&#39;sans-serif&#39;] not found. Falling back to DejaVu Sans.
findfont: Generic family &#39;sans-serif&#39; not found because none of the following families were found: MicrosoftYaHei, SimHei
findfont: Font family [&#39;sans-serif&#39;] not found. Falling back to DejaVu Sans.
findfont: Generic family &#39;sans-serif&#39; not found because none of the following families were found: MicrosoftYaHei, SimHei
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<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E4%B8%8D%E5%90%8C%E7%BB%98%E5%9B%BE%E4%B8%8A%E4%B8%8B%E6%96%87%EF%BC%88plotting-context%EF%BC%89%E5%B1%95%E7%A4%BA%E5%9B%BE%E8%A1%A8%E5%B0%BA%E5%AF%B8%E5%8F%98%E5%8C%96">&#128202; &#20351;&#29992; Seaborn &#30340;&#19981;&#21516;&#32472;&#22270;&#19978;&#19979;&#25991;&#65288;plotting context&#65289;&#23637;&#31034;&#22270;&#34920;&#23610;&#23544;&#21464;&#21270;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E4%B8%8D%E5%90%8C%E7%BB%98%E5%9B%BE%E4%B8%8A%E4%B8%8B%E6%96%87%EF%BC%88plotting-context%EF%BC%89%E5%B1%95%E7%A4%BA%E5%9B%BE%E8%A1%A8%E5%B0%BA%E5%AF%B8%E5%8F%98%E5%8C%96">&#182;</a></h1><p>本程序演示 Seaborn 的四种绘图上下文配置对图表元素(如线宽、字体大小等)效果的影响,主要流程如下:</p>
<ol>
<li><p><strong>设置默认绘图风格</strong></p>
<ul>
<li>使用 <code>sns.set()</code> 启用默认 Seaborn 风格(等价于 <code>set_theme()</code> 的基础版本)。</li>
</ul>
</li>
<li><p><strong>构造绘图数据</strong></p>
<ul>
<li>创建 X 轴序列,以及三条 Y 序列,作为绘图数据。</li>
</ul>
</li>
<li><p><strong>定义绘图函数 <code>showLine()</code></strong></p>
<ul>
<li>将三条折线图绘图过程封装为函数,以便重复调用。</li>
</ul>
</li>
<li><p><strong>创建图像容器 <code>figure()</code></strong></p>
<ul>
<li>使用 <code>plt.figure()</code> 创建图形对象,并设置尺寸和 DPI 分辨率。</li>
</ul>
</li>
<li><p><strong>分别应用四种 <code>plotting_context</code> 上下文设置</strong></p>
<ul>
<li>每种上下文类型(<code>paper</code>, <code>notebook</code>, <code>talk</code>, <code>poster</code>)定义了不同的图表元素尺寸标准;</li>
<li>在 2x2 子图布局中分别显示四种风格;</li>
<li>每个子图通过 <code>add_subplot()</code> 添加并配合 <code>with sns.plotting_context(...)</code> 局部生效。</li>
</ul>
</li>
<li><p><strong>显示图表</strong></p>
<ul>
<li>使用 <code>plt.show()</code> 显示所有子图,方便直观比较上下文设置对图表尺寸和样式的影响。</li>
</ul>
</li>
</ol>
</div>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[9]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 设置 seaborn 的默认样式(包括颜色、网格等),等同于 sns.set_theme()</span>
<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">()</span>
<span class="c1"># 构造横轴数据x以及三条纵轴数据y1, y2, y3</span>
<span class="n">x</span> <span class="o">=</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">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>
<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>
<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>
<span class="c1"># 定义绘图函数,绘制三条折线图</span>
<span class="k">def</span> <span class="nf">showLine</span><span class="p">(</span><span class="n">flip</span><span class="o">=</span><span class="mi">1</span><span class="p">):</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="p">,</span> <span class="n">y1</span><span class="p">)</span> <span class="c1"># 第 1 条折线</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="p">,</span> <span class="n">y2</span><span class="p">)</span> <span class="c1"># 第 2 条折线</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="p">,</span> <span class="n">y3</span><span class="p">)</span> <span class="c1"># 第 3 条折线</span>
<span class="c1"># 创建一个图形窗口,大小为 8x8 英寸DPI 为 100</span>
<span class="n">pic</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
<span class="c1"># 使用 paper 上下文样式(适用于论文,元素尺寸最小)</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;paper&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="c1"># 添加第 1 个子图(左上)</span>
<span class="n">showLine</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="s1">&#39;paper&#39;</span><span class="p">)</span> <span class="c1"># 设置标题</span>
<span class="c1"># 使用 notebook 上下文样式(默认值,适用于常规交互笔记本)</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;notebook&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="c1"># 添加第 2 个子图(右上)</span>
<span class="n">showLine</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="s1">&#39;notebook&#39;</span><span class="p">)</span>
<span class="c1"># 使用 talk 上下文样式(适合展示或汇报,字体和线条更大)</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;talk&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span> <span class="c1"># 添加第 3 个子图(左下)</span>
<span class="n">showLine</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="s1">&#39;talk&#39;</span><span class="p">)</span>
<span class="c1"># 使用 poster 上下文样式(适合海报展示,元素最大)</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;poster&#39;</span><span class="p">):</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span> <span class="c1"># 添加第 4 个子图(右下)</span>
<span class="n">showLine</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="s1">&#39;poster&#39;</span><span class="p">)</span>
<span class="c1"># 显示所有子图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h1 id="%F0%9F%93%90-%E4%BD%BF%E7%94%A8-sns.despine()-%E6%8E%A7%E5%88%B6%E5%9B%BE%E5%BD%A2%E8%BE%B9%E6%A1%86%E7%9A%84%E6%98%BE%E7%A4%BA">&#128208; &#20351;&#29992; <code>sns.despine()</code> &#25511;&#21046;&#22270;&#24418;&#36793;&#26694;&#30340;&#26174;&#31034;<a class="anchor-link" href="#%F0%9F%93%90-%E4%BD%BF%E7%94%A8-sns.despine()-%E6%8E%A7%E5%88%B6%E5%9B%BE%E5%BD%A2%E8%BE%B9%E6%A1%86%E7%9A%84%E6%98%BE%E7%A4%BA">&#182;</a></h1><p>本程序展示了如何使用 Seaborn 提供的 <code>despine()</code> 方法控制图形边框(轴脊)的显示与隐藏。主要流程如下:</p>
<ol>
<li><p><strong>绘制折线图并去除边框</strong></p>
<ul>
<li>使用 <code>sns.axes_style('white')</code> 设置背景为白色;</li>
<li>绘制多条折线图;</li>
<li>调用 <code>sns.despine()</code> 默认移除顶部和右侧边框;</li>
<li>设置标题为“控制图形边框”并显示图形。</li>
</ul>
</li>
<li><p><strong>绘制箱线图并定制边框控制参数</strong></p>
<ul>
<li>使用 <code>np.random.normal()</code> 生成正态分布数据,作为箱线图输入;</li>
<li>使用 <code>sns.boxplot()</code> 绘制箱线图;</li>
<li>使用 <code>sns.despine(offset=10, left=False, bottom=False)</code> 调整边框:保留左侧和底部边框,同时设置边缘偏移;</li>
<li>设置标题并显示图形。</li>
</ul>
</li>
</ol>
<p>该方法适用于提升图形美观性,常用于出版级或报告图表。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[20]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">):</span> <span class="c1"># 设置 seaborn 风格为白色背景</span>
<span class="n">showLine</span><span class="p">()</span> <span class="c1"># 调用自定义函数绘制三条折线图</span>
<span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">()</span> <span class="c1"># 默认移除上边框和右边框,提升图形简洁度</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;控制图形边框&#39;</span><span class="p">,</span><span class="n">fontproperties</span><span class="o">=</span><span class="n">my_font</span><span class="p">)</span> <span class="c1"># 设置图标题</span>
<span class="c1"># 重设代码字体</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图形</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">):</span> <span class="c1"># 设置为白色背景</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="n">size</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">6</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span> <span class="c1"># 生成模拟数据:正态分布 + 偏移量</span>
<span class="n">sns</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">data</span><span class="p">)</span> <span class="c1"># 绘制箱线图</span>
<span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">(</span><span class="n">offset</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">left</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">bottom</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> <span class="c1"># 控制边框显示,保留左边和下边,并设置偏移量</span>
<span class="c1"># 重设代码字体</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;控制图形边框&#39;</span><span class="p">,</span><span class="n">fontproperties</span><span class="o">=</span><span class="n">my_font</span><span class="p">)</span> <span class="c1"># 设置图标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图形</span>
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<h1 id="%F0%9F%8E%A8-%E6%98%BE%E7%A4%BA%E5%BD%93%E5%89%8D-Seaborn-%E9%BB%98%E8%AE%A4%E8%B0%83%E8%89%B2%E6%9D%BF">&#127912; &#26174;&#31034;&#24403;&#21069; Seaborn &#40664;&#35748;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8E%A8-%E6%98%BE%E7%A4%BA%E5%BD%93%E5%89%8D-Seaborn-%E9%BB%98%E8%AE%A4%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序用于展示 Seaborn 当前默认的颜色调色板,流程如下:</p>
<ol>
<li><p><strong>获取当前默认调色板</strong></p>
<ul>
<li>通过 <code>sns.color_palette()</code> 获取 Seaborn 当前使用的颜色列表。</li>
</ul>
</li>
<li><p><strong>可视化调色板</strong></p>
<ul>
<li>使用 <code>sns.palplot()</code> 绘制颜色条,每种颜色显示为一个并排的色块;</li>
<li>可用于了解当前配色、选择视觉效果统一的颜色方案。</li>
</ul>
</li>
</ol>
<p>该方法常用于数据可视化前的调色板预览或自定义配色设计。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[14]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-18</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">())</span> <span class="c1"># 显示当前 seaborn 默认的颜色调色板,每种颜色以色块形式排列展示</span>
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<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-muted-%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B1%95%E7%A4%BA-Seaborn-%E7%9A%84%E9%85%8D%E8%89%B2%E9%A3%8E%E6%A0%BC">&#127912; &#20351;&#29992; <code>muted</code> &#35843;&#33394;&#26495;&#23637;&#31034; Seaborn &#30340;&#37197;&#33394;&#39118;&#26684;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-muted-%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B1%95%E7%A4%BA-Seaborn-%E7%9A%84%E9%85%8D%E8%89%B2%E9%A3%8E%E6%A0%BC">&#182;</a></h1><p>本程序展示了如何使用 Seaborn 中的 <code>muted</code> 风格调色板,并以色块方式进行可视化。主要流程如下:</p>
<ol>
<li><p><strong>获取指定风格的调色板</strong></p>
<ul>
<li>使用 <code>sns.color_palette('muted')</code> 加载 Seaborn 内置的 <code>muted</code>(柔和)色系调色板;</li>
<li>该调色板包含一组低饱和度、舒适柔和的配色,适合正式、低对比度的图表展示。</li>
</ul>
</li>
<li><p><strong>可视化调色板</strong></p>
<ul>
<li>使用 <code>sns.palplot()</code> 绘制调色板,按顺序展示每种颜色的色块。</li>
</ul>
</li>
</ol>
<p>该方法用于预览配色方案,便于统一图表风格或在实际绘图中指定配色参数。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[12]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-19</span>
<span class="n">palette</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;muted&#39;</span><span class="p">)</span> <span class="c1"># 获取 seaborn 内置的 muted 柔和风格调色板</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">palette</span><span class="p">)</span> <span class="c1"># 将调色板绘制为色块序列,便于视觉预览</span>
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<h1 id="%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HLS-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E7%9A%84%E8%B0%83%E8%89%B2%E6%9D%BF">&#127752; &#20351;&#29992; HLS &#33394;&#24425;&#31354;&#38388;&#29983;&#25104;&#30340;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HLS-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E7%9A%84%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序展示了如何使用 Seaborn 的 <code>hls</code> 色彩空间生成调色板,并以色块形式进行可视化。主要流程如下:</p>
<ol>
<li><p><strong>基于 HLS 色彩空间生成调色板</strong></p>
<ul>
<li>调用 <code>sns.color_palette('hls', 8)</code> 生成一个包含 8 种颜色的调色板;</li>
<li>HLS 表示色相Hue、亮度Lightness、饱和度Saturation生成的颜色鲜艳、分布均匀适合分类图表。</li>
</ul>
</li>
<li><p><strong>可视化调色板</strong></p>
<ul>
<li>使用 <code>sns.palplot()</code> 将调色板颜色展示为一排色块,便于视觉预览和配色选择。</li>
</ul>
</li>
</ol>
<p>该方法常用于分类数据可视化(如柱状图、饼图、分类折线图)中的配色方案设计。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[13]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-20</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;hls&#39;</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span> <span class="c1"># 使用 HLS 色彩空间生成 8 种颜色,并绘制为色块用于预览</span>
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<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-hls_palette()-%E8%87%AA%E5%AE%9A%E4%B9%89%E4%BA%AE%E5%BA%A6%E5%92%8C%E9%A5%B1%E5%92%8C%E5%BA%A6%E7%9A%84%E9%85%8D%E8%89%B2%E6%96%B9%E6%A1%88">&#127912; &#20351;&#29992; <code>hls_palette()</code> &#33258;&#23450;&#20041;&#20142;&#24230;&#21644;&#39281;&#21644;&#24230;&#30340;&#37197;&#33394;&#26041;&#26696;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-hls_palette()-%E8%87%AA%E5%AE%9A%E4%B9%89%E4%BA%AE%E5%BA%A6%E5%92%8C%E9%A5%B1%E5%92%8C%E5%BA%A6%E7%9A%84%E9%85%8D%E8%89%B2%E6%96%B9%E6%A1%88">&#182;</a></h1><p>本程序通过 <code>sns.hls_palette()</code> 创建一个自定义 HLS 色彩空间的调色板,并进行可视化展示。主要流程如下:</p>
<ol>
<li><p><strong>生成自定义 HLS 调色板</strong></p>
<ul>
<li>使用 <code>sns.hls_palette(8, l=0.3, s=0.8)</code> 生成 8 种颜色;</li>
<li><code>l=0.3</code> 设置亮度较低,使颜色更深;</li>
<li><code>s=0.8</code> 设置较高饱和度,使颜色更加鲜明。</li>
</ul>
</li>
<li><p><strong>可视化调色板</strong></p>
<ul>
<li>使用 <code>sns.palplot()</code> 以色块形式展示自定义调色板;</li>
<li>该方法适合需要暗色背景或更强视觉对比的场景。</li>
</ul>
</li>
</ol>
<p>通过调整 <code>l</code>lightness和 <code>s</code>saturation参数可以根据具体需求灵活控制颜色风格。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-21</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">hls_palette</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mf">.3</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mf">.8</span><span class="p">))</span> <span class="c1"># 生成一个包含 8 种颜色的 HLS 调色板,亮度为 0.3,饱和度为 0.8,并绘制色块</span>
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<h1 id="%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HUSL-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E8%B0%83%E8%89%B2%E6%9D%BF">&#127752; &#20351;&#29992; HUSL &#33394;&#24425;&#31354;&#38388;&#29983;&#25104;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HUSL-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序演示如何使用 Seaborn 中基于 HUSLHuman-friendly HSL色彩空间生成的调色板并以色块形式展示。主要流程如下</p>
<ol>
<li><p><strong>生成 HUSL 调色板</strong></p>
<ul>
<li>使用 <code>sns.color_palette('husl', 8)</code> 创建一个包含 8 种颜色的调色板;</li>
<li>HUSL 是对 HLS 的改进版本,更符合人眼对亮度感知的均衡,适合制作高辨识度的分类配色。</li>
</ul>
</li>
<li><p><strong>可视化调色板</strong></p>
<ul>
<li>使用 <code>sns.palplot()</code> 显示调色板,将每种颜色绘制为等宽的色块;</li>
<li>方便对配色方案进行直观预览与选择。</li>
</ul>
</li>
</ol>
<p>这种色彩方案常用于需要颜色区分清晰但视觉友好的数据图表。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1">#代码5-22</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;husl&#39;</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span> <span class="c1"># 使用 HUSL 色彩空间生成 8 种颜色,并绘制为色块展示</span>
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<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-XKCD-%E5%91%BD%E5%90%8D%E9%A2%9C%E8%89%B2%E4%B8%8E%E8%87%AA%E5%AE%9A%E4%B9%89%E8%B0%83%E8%89%B2%E6%9D%BF">&#127912; &#20351;&#29992; XKCD &#21629;&#21517;&#39068;&#33394;&#19982;&#33258;&#23450;&#20041;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-XKCD-%E5%91%BD%E5%90%8D%E9%A2%9C%E8%89%B2%E4%B8%8E%E8%87%AA%E5%AE%9A%E4%B9%89%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序展示如何使用 <code>seaborn.xkcd_rgb</code> 和 <code>xkcd_palette()</code> 来绘图与展示自定义颜色。主要流程如下:</p>
<ol>
<li><p><strong>使用 <code>xkcd_rgb</code> 设置具体颜色绘制折线图</strong></p>
<ul>
<li>Seaborn 提供 XKCD 社区命名的颜色词典;</li>
<li>使用 <code>'pale red'</code>、<code>'medium green'</code>、<code>'denim blue'</code> 为三条线设置颜色;</li>
<li>使用 <code>lw=3</code> 设置线宽为 3使线条更粗更明显</li>
<li>添加图表标题并显示图形。</li>
</ul>
</li>
<li><p><strong>自定义定性调色板并可视化</strong></p>
<ul>
<li>创建包含多个 XKCD 命名颜色的列表;</li>
<li>使用 <code>sns.xkcd_palette()</code> 生成调色板;</li>
<li>使用 <code>sns.palplot()</code> 将调色板颜色以色块形式展示。</li>
</ul>
</li>
</ol>
<p>这种方式适合在需要个性化风格、增强色彩识别度的场合,尤其适合分类数据展示或演示文稿场景。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[21]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-23</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">,</span> <span class="n">sns</span><span class="o">.</span><span class="n">xkcd_rgb</span><span class="p">[</span><span class="s1">&#39;pale red&#39;</span><span class="p">],</span> <span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span> <span class="c1"># 使用 XKCD 命名的浅红色绘制第一条线线宽为3</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">,</span> <span class="n">sns</span><span class="o">.</span><span class="n">xkcd_rgb</span><span class="p">[</span><span class="s1">&#39;medium green&#39;</span><span class="p">],</span> <span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span> <span class="c1"># 使用中绿色绘制第二条线</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">,</span> <span class="n">sns</span><span class="o">.</span><span class="n">xkcd_rgb</span><span class="p">[</span><span class="s1">&#39;denim blue&#39;</span><span class="p">],</span> <span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span> <span class="c1"># 使用牛仔蓝色绘制第三条线</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;线条颜色示例&#39;</span><span class="p">,</span><span class="n">fontproperties</span><span class="o">=</span><span class="n">my_font</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示折线图</span>
<span class="n">colors</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;windows blue&#39;</span><span class="p">,</span> <span class="s1">&#39;amber&#39;</span><span class="p">,</span> <span class="s1">&#39;greyish&#39;</span><span class="p">,</span> <span class="s1">&#39;faded green&#39;</span><span class="p">,</span> <span class="s1">&#39;dusty purple&#39;</span><span class="p">]</span> <span class="c1"># 自定义颜色名称列表(基于 XKCD 词典)</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">xkcd_palette</span><span class="p">(</span><span class="n">colors</span><span class="p">))</span> <span class="c1"># 使用自定义颜色列表生成调色板并以色块形式展示</span>
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<h1 id="%F0%9F%8C%97-%E5%B1%95%E7%A4%BA%E8%BF%9E%E7%BB%AD%E5%9E%8B%E4%B8%8E%E7%A6%BB%E6%95%A3%E5%9E%8B%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E4%BD%BF%E7%94%A8%E5%B7%AE%E5%BC%82">&#127767; &#23637;&#31034;&#36830;&#32493;&#22411;&#19982;&#31163;&#25955;&#22411;&#35843;&#33394;&#26495;&#30340;&#20351;&#29992;&#24046;&#24322;<a class="anchor-link" href="#%F0%9F%8C%97-%E5%B1%95%E7%A4%BA%E8%BF%9E%E7%BB%AD%E5%9E%8B%E4%B8%8E%E7%A6%BB%E6%95%A3%E5%9E%8B%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E4%BD%BF%E7%94%A8%E5%B7%AE%E5%BC%82">&#182;</a></h1><p>本程序展示了 Seaborn 中不同类型调色板的效果,包括<strong>连续型sequential</strong>、<strong>反转调色板_r</strong>、以及<strong>离散化调色板_d</strong>的应用。主要流程如下:</p>
<ol>
<li><p><strong>使用 <code>Greens</code> 连续型调色板</strong></p>
<ul>
<li><code>Greens</code> 是一种从浅绿色到深绿色的渐变色彩方案,适合表示数量级、强度、浓度等连续变量。</li>
</ul>
</li>
<li><p><strong>使用 <code>YlOrRd_r</code> 反转调色板</strong></p>
<ul>
<li><code>YlOrRd</code> 表示从黄色到橙色再到红色的颜色过渡;</li>
<li>后缀 <code>_r</code> 表示调色板被反转,即从红到黄的顺序。</li>
</ul>
</li>
<li><p><strong>使用 <code>YlOrRd_d</code> 离散化调色板</strong></p>
<ul>
<li>后缀 <code>_d</code> 表示将连续型调色板转化为离散型调色板(适合分类变量);</li>
<li>通常用于分级热力图或分段色带等分类视觉效果。</li>
</ul>
</li>
</ol>
<p>通过对比三个调色板的输出,可以清晰了解它们在不同数据类型下的应用场景。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-24</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;Greens&#39;</span><span class="p">))</span> <span class="c1"># 显示“Greens”连续型调色板浅绿 → 深绿)</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;YlOrRd_r&#39;</span><span class="p">))</span> <span class="c1"># 显示“YlOrRd”调色板的反转版本红 → 橙 → 黄)</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;YlOrRd_d&#39;</span><span class="p">))</span> <span class="c1"># 显示“YlOrRd”调色板的离散版本适合分类变量使用</span>
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<h1 id="%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-Cubehelix-%E7%94%9F%E6%88%90%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B9%B6%E5%BA%94%E7%94%A8%E4%BA%8E%E5%AF%86%E5%BA%A6%E5%9B%BE">&#127752; &#20351;&#29992; Cubehelix &#29983;&#25104;&#36830;&#32493;&#35843;&#33394;&#26495;&#24182;&#24212;&#29992;&#20110;&#23494;&#24230;&#22270;<a class="anchor-link" href="#%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-Cubehelix-%E7%94%9F%E6%88%90%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B9%B6%E5%BA%94%E7%94%A8%E4%BA%8E%E5%AF%86%E5%BA%A6%E5%9B%BE">&#182;</a></h1><p>本程序演示了如何使用 <code>cubehelix_palette()</code> 创建可用于连续变量的调色板并将其应用于核密度估计KDE图。主要流程如下</p>
<ol>
<li><p><strong>创建 Cubehelix 调色板预览</strong></p>
<ul>
<li>使用 <code>sns.cubehelix_palette(8, start=1, rot=0)</code> 生成包含 8 种颜色的 Cubehelix 调色板;</li>
<li><code>start=1</code> 控制颜色循环的起点(影响色调),<code>rot=0</code> 表示无色调旋转;</li>
<li>使用 <code>sns.palplot()</code> 可视化调色板色块。</li>
</ul>
</li>
<li><p><strong>生成二维正态分布模拟数据</strong></p>
<ul>
<li>使用 <code>np.random.multivariate_normal()</code> 生成 300 个具有负相关的二维随机点 <code>(x, y)</code>。</li>
</ul>
</li>
<li><p><strong>生成可连续使用的调色板对象</strong></p>
<ul>
<li>设置 <code>as_cmap=True</code> 将调色板转换为 <code>matplotlib</code> 可识别的颜色映射cmap适合用于等高线或热力图。</li>
</ul>
</li>
<li><p><strong>绘制 KDE 密度图并应用 cmap</strong></p>
<ul>
<li>使用 <code>sns.kdeplot()</code> 以 <code>x</code> 和 <code>y</code> 为输入,绘制二维核密度图;</li>
<li>设置 <code>cmap</code> 应用自定义色带,<code>shade=True</code> 填充轮廓区域;</li>
<li>添加图表标题并展示图形。</li>
</ul>
</li>
</ol>
<p>该方法适用于连续型变量可视化,常用于热力图、地理密度图等图表。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-25</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">cubehelix_palette</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">rot</span><span class="o">=</span><span class="mi">0</span><span class="p">))</span> <span class="c1"># 显示 Cubehelix 调色板起点色调为1无旋转</span>
<span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">multivariate_normal</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">],</span> <span class="p">[[</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mf">.5</span><span class="p">],</span> <span class="p">[</span><span class="o">-</span><span class="mf">.5</span><span class="p">,</span> <span class="mi">1</span><span class="p">]],</span> <span class="n">size</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span><span class="o">.</span><span class="n">T</span> <span class="c1"># 生成二维正态分布数据,包含负相关</span>
<span class="n">cmap</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">cubehelix_palette</span><span class="p">(</span><span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1"># 将 Cubehelix 调色板转换为可连续使用的 cmap 对象</span>
<span class="n">sns</span><span class="o">.</span><span class="n">kdeplot</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">cmap</span><span class="o">=</span><span class="n">cmap</span><span class="p">,</span> <span class="n">shade</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1"># 绘制二维 KDE 密度图,应用连续颜色映射并填充阴影</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;连续调色板&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图形</span>
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<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-light_palette-%E5%92%8C-dark_palette-%E5%88%9B%E5%BB%BA%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF">&#127912; &#20351;&#29992; light_palette &#21644; dark_palette &#21019;&#24314;&#36830;&#32493;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-light_palette-%E5%92%8C-dark_palette-%E5%88%9B%E5%BB%BA%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序演示了如何通过 Seaborn 提供的 <code>light_palette()</code> 和 <code>dark_palette()</code> 方法创建基于特定颜色的渐变调色板,并将其应用于密度图。主要流程如下:</p>
<ol>
<li><p><strong>使用 <code>light_palette</code> 创建亮色系渐变调色板</strong></p>
<ul>
<li>以 <code>'blue'</code> 为基色生成从浅到深的蓝色渐变;</li>
<li>适合用于连续数据或表示低强度数值。</li>
</ul>
</li>
<li><p><strong>使用 <code>dark_palette</code> 创建暗色系渐变调色板</strong></p>
<ul>
<li>以 <code>'yellow'</code> 为基色生成从深到浅的黄色渐变;</li>
<li>常用于突出高数值或高浓度区域。</li>
</ul>
</li>
<li><p><strong>基于 HUSL 空间自定义调色板并作为 cmap 使用</strong></p>
<ul>
<li>使用 <code>(200, 80, 60)</code> 的 HUSL 色值作为种子色;</li>
<li>参数说明:<ul>
<li><code>input='husl'</code>:输入使用 HUSL 色彩空间;</li>
<li><code>reverse=True</code>:颜色顺序反转;</li>
<li><code>as_cmap=True</code>:输出为可用于热力图或密度图的连续 colormap。</li>
</ul>
</li>
</ul>
</li>
<li><p><strong>应用自定义 cmap 到 KDE 密度图</strong></p>
<ul>
<li>使用 <code>sns.kdeplot()</code> 绘制二维核密度估计图;</li>
<li>应用自定义色带并显示图表。</li>
</ul>
</li>
</ol>
<p>该方法适用于需要根据特定品牌色、设计语言进行可视化风格定制的场景。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[25]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-26</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">light_palette</span><span class="p">(</span><span class="s1">&#39;blue&#39;</span><span class="p">))</span> <span class="c1"># 创建以 blue 为基色的亮色渐变调色板,并以色块形式展示</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">dark_palette</span><span class="p">(</span><span class="s1">&#39;yellow&#39;</span><span class="p">))</span> <span class="c1"># 创建以 yellow 为基色的暗色渐变调色板并展示</span>
<span class="c1"># 创建以 HUSL 色值为种子色的暗色调色板,反转顺序,作为 cmap 使用</span>
<span class="n">pal</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">dark_palette</span><span class="p">((</span><span class="mi">200</span><span class="p">,</span> <span class="mi">80</span><span class="p">,</span> <span class="mi">60</span><span class="p">),</span> <span class="nb">input</span><span class="o">=</span><span class="s1">&#39;husl&#39;</span><span class="p">,</span> <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">sns</span><span class="o">.</span><span class="n">kdeplot</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">cmap</span><span class="o">=</span><span class="n">pal</span><span class="p">)</span> <span class="c1"># 绘制 KDE 密度图,应用自定义 cmap 色带</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;自定义连续调色板&#39;</span><span class="p">)</span> <span class="c1"># 设置图标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图形</span>
</pre></div>
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<h1 id="%F0%9F%94%84-%E4%BD%BF%E7%94%A8%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%EF%BC%88diverging-palette%EF%BC%89%E5%8F%AF%E8%A7%86%E5%8C%96%E4%B8%AD%E6%80%A7%E5%88%B0%E6%9E%81%E7%AB%AF%E5%80%BC%E7%9A%84%E9%85%8D%E8%89%B2">&#128260; &#20351;&#29992;&#20998;&#32423;&#35843;&#33394;&#26495;&#65288;diverging palette&#65289;&#21487;&#35270;&#21270;&#20013;&#24615;&#21040;&#26497;&#31471;&#20540;&#30340;&#37197;&#33394;<a class="anchor-link" href="#%F0%9F%94%84-%E4%BD%BF%E7%94%A8%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%EF%BC%88diverging-palette%EF%BC%89%E5%8F%AF%E8%A7%86%E5%8C%96%E4%B8%AD%E6%80%A7%E5%88%B0%E6%9E%81%E7%AB%AF%E5%80%BC%E7%9A%84%E9%85%8D%E8%89%B2">&#182;</a></h1><p>本程序演示了如何使用 Seaborn 的分级diverging调色板来表现中心对称型数据如偏差、变化程度等。主要流程如下</p>
<ol>
<li><p><strong>使用 <code>BrBG</code> 分级调色板</strong></p>
<ul>
<li>“棕-绿”色系,从棕色过渡到绿色,中间带有中性色,适合表现正负变化或上下偏离。</li>
</ul>
</li>
<li><p><strong>使用 <code>RdBu_r</code> 分级调色板(反转)</strong></p>
<ul>
<li>“红-蓝”调色板,原版是红 → 白 → 蓝;</li>
<li>使用 <code>_r</code> 表示反转方向:蓝 → 白 → 红;</li>
<li>常用于热图或残差图等有正负对称意义的图表。</li>
</ul>
</li>
<li><p><strong>使用 <code>sns.palplot()</code> 进行调色板可视化</strong></p>
<ul>
<li>将颜色按顺序展示为一行色块,便于选择与对比。</li>
</ul>
</li>
</ol>
<p>这些调色板适用于表示“零值为中心、两端对称”的数据场景,如偏差、增长率、温度变化等。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-27</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;BrBG&#39;</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span> <span class="c1"># 显示“BrBG”分级调色板棕 → 中性 → 绿7色</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;RdBu_r&#39;</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span> <span class="c1"># 显示“RdBu”调色板的反转版本蓝 → 白 → 红7色</span>
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<h1 id="%F0%9F%8C%A1%EF%B8%8F-%E4%BD%BF%E7%94%A8-coolwarm-%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%E8%BF%9B%E8%A1%8C%E5%8F%AF%E8%A7%86%E5%8C%96">&#127777;&#65039; &#20351;&#29992; <code>coolwarm</code> &#20998;&#32423;&#35843;&#33394;&#26495;&#36827;&#34892;&#21487;&#35270;&#21270;<a class="anchor-link" href="#%F0%9F%8C%A1%EF%B8%8F-%E4%BD%BF%E7%94%A8-coolwarm-%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%E8%BF%9B%E8%A1%8C%E5%8F%AF%E8%A7%86%E5%8C%96">&#182;</a></h1><p>本程序演示如何使用 <code>coolwarm</code> 分级调色板,并将其以色块形式展示。主要流程如下:</p>
<ol>
<li><p><strong>加载 <code>coolwarm</code> 分级调色板</strong></p>
<ul>
<li><code>coolwarm</code> 是一种经典的中心对称型调色板,颜色从冷色(蓝)过渡到暖色(红);</li>
<li>中间为浅灰白色,常用于表示正负变化、残差、偏离等具有中心值的数据。</li>
</ul>
</li>
<li><p><strong>设置颜色数量并可视化</strong></p>
<ul>
<li>通过 <code>sns.color_palette('coolwarm', 7)</code> 设置调色板颜色数为 7</li>
<li>使用 <code>sns.palplot()</code> 将颜色以色块形式展示,便于查看和选配。</li>
</ul>
</li>
</ol>
<p>该调色板非常适合用于表示“高低、正负”对称型指标,广泛用于热力图、残差图等可视化图表。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-28</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;coolwarm&#39;</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span> <span class="c1"># 显示 coolwarm 分级调色板(蓝 → 白 → 红7色</span>
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<h1 id="%F0%9F%94%84-%E4%BD%BF%E7%94%A8-diverging_palette()-%E6%9E%84%E9%80%A0%E8%87%AA%E5%AE%9A%E4%B9%89%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF">&#128260; &#20351;&#29992; <code>diverging_palette()</code> &#26500;&#36896;&#33258;&#23450;&#20041;&#20998;&#32423;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%94%84-%E4%BD%BF%E7%94%A8-diverging_palette()-%E6%9E%84%E9%80%A0%E8%87%AA%E5%AE%9A%E4%B9%89%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序演示了如何通过 <code>sns.diverging_palette()</code> 自定义生成分级调色板,并进行可视化。主要流程如下:</p>
<ol>
<li><p><strong>基础使用:生成默认的分级调色板</strong></p>
<ul>
<li>通过设置两个色相角(如 240 到 10在 HSV 色轮上生成对称配色;</li>
<li>常用于表达“中心为 0正负方向对称”的数据。</li>
</ul>
</li>
<li><p><strong>自定义亮度与饱和度</strong></p>
<ul>
<li>使用参数 <code>s=80</code> 控制饱和度,<code>l=55</code> 控制亮度;</li>
<li>色彩更加平衡、柔和。</li>
</ul>
</li>
<li><p><strong>指定 <code>center='dark'</code> 生成深色中间调色板</strong></p>
<ul>
<li>默认中间为浅色(白色),设置为 <code>dark</code> 后中间色加深,适用于深色背景或高对比视觉需求。</li>
</ul>
</li>
<li><p><strong>使用 <code>sep</code> 参数控制渐变间隔</strong></p>
<ul>
<li><code>sep=80</code> 表示将中间“中性色”区域拉宽,使调色板两端色块过渡更缓。</li>
</ul>
</li>
</ol>
<p>这些方法适用于定制高质量热力图、差异图和对称偏移型数据的视觉呈现。</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-29</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">240</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">))</span> <span class="c1"># 生成默认的蓝-红型分级调色板7种颜色</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">150</span><span class="p">,</span> <span class="mi">275</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">80</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mi">55</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">))</span> <span class="c1"># 自定义色相、饱和度和亮度的绿色-紫色分级调色板</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">250</span><span class="p">,</span> <span class="mi">15</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">75</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">center</span><span class="o">=</span><span class="s1">&#39;dark&#39;</span><span class="p">))</span> <span class="c1"># 生成以暗色为中心的调色板,适合深色背景</span>
<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">150</span><span class="p">,</span> <span class="mi">275</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">80</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mi">55</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="mi">80</span><span class="p">))</span> <span class="c1"># 使用 sep 参数控制中间区域宽度,使渐变更平滑</span>
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<h1 id="%F0%9F%8E%A8-%E8%AE%BE%E7%BD%AE-Seaborn-%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E5%A4%9A%E7%A7%8D%E6%96%B9%E5%BC%8F">&#127912; &#35774;&#32622; Seaborn &#35843;&#33394;&#26495;&#30340;&#22810;&#31181;&#26041;&#24335;<a class="anchor-link" href="#%F0%9F%8E%A8-%E8%AE%BE%E7%BD%AE-Seaborn-%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E5%A4%9A%E7%A7%8D%E6%96%B9%E5%BC%8F">&#182;</a></h1><p>本程序展示了 Seaborn 中控制绘图颜色的三种方法,包括默认调色板、全局设置、以及临时设置调色板的用法。主要流程如下:</p>
<ol>
<li><p><strong>使用默认调色板绘图</strong></p>
<ul>
<li>调用自定义函数 <code>showLine()</code> 绘制三条线;</li>
<li>未手动设置调色板,使用的是 Seaborn 默认调色方案。</li>
</ul>
</li>
<li><p><strong>使用 <code>sns.set_palette()</code> 全局设置调色板</strong></p>
<ul>
<li>设置全局调色板为 <code>'YlOrRd_d'</code>(黄色到红色的离散色带);</li>
<li>后续所有绘图默认采用此调色板,直到下次更改或重置。</li>
</ul>
</li>
<li><p><strong>恢复默认配置并设置中文字体</strong></p>
<ul>
<li>使用 <code>sns.set()</code> 恢复所有默认 Seaborn 设置;</li>
<li>配置 Matplotlib 中文字体与负号正常显示。</li>
</ul>
</li>
<li><p><strong>使用 <code>with sns.color_palette(...)</code> 临时设置调色板</strong></p>
<ul>
<li>在 <code>with</code> 语句块内应用 <code>'PuBuGn_d'</code>(蓝绿色渐变)作为临时调色板;</li>
<li>块内图形使用该调色板,块外自动恢复默认;</li>
<li>用于对比同一数据下不同配色方案的视觉差异。</li>
</ul>
</li>
</ol>
<p>这种灵活的调色板设置方式便于在报告或多图展示中统一或强调配色。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[31]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-30</span>
<span class="n">x</span> <span class="o">=</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">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="c1"># 创建横轴数据</span>
<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span> <span class="c1"># 第1条折线的y轴数据</span>
<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span> <span class="c1"># 第2条折线的y轴数据</span>
<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span> <span class="c1"># 第3条折线的y轴数据</span>
<span class="k">def</span> <span class="nf">showLine</span><span class="p">(</span><span class="n">flip</span><span class="o">=</span><span class="mi">1</span><span class="p">):</span> <span class="c1"># 封装绘图函数</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="p">,</span> <span class="n">y1</span><span class="p">)</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="p">,</span> <span class="n">y2</span><span class="p">)</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="p">,</span> <span class="n">y3</span><span class="p">)</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
<span class="n">showLine</span><span class="p">()</span> <span class="c1"># 使用默认调色板绘图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;默认调色板&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="n">sns</span><span class="o">.</span><span class="n">set_palette</span><span class="p">(</span><span class="s1">&#39;YlOrRd_d&#39;</span><span class="p">)</span> <span class="c1"># 设置全局调色板为“黄色-红色”渐变(离散)</span>
<span class="n">showLine</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="s1">&#39;使用set_palette设置调色板&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">()</span> <span class="c1"># 恢复所有默认设置</span>
<span class="c1"># 重设代码字体</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
<span class="n">pic</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span> <span class="c1"># 创建画布,设置尺寸</span>
<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;PuBuGn_d&#39;</span><span class="p">):</span> <span class="c1"># 临时设置调色板为蓝绿色离散色带</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
<span class="n">showLine</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="s1">&#39;使用color_palette设置调色板&#39;</span><span class="p">)</span>
<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="c1"># 块外恢复默认调色板</span>
<span class="n">showLine</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="s1">&#39;默认调色板&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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a04HA4ef/xxkpOTAXjooYf40Y9+NKnBhBD+z9nXzO/OfEZVcw1uVWFORApfStvMwpgMWT65hSZU5NnZ2WRnZ1/9+KOPPiI3N3fSQgkh/JeqqZzsPEOJs5xTXQ2YjWay4++iwJ5Pcug0veP5HU3T8DafRjnxGZ7GeiKe/RkQPKlf44bf7Pzwww+pqanhzTffHNfjoqMnvp4eG+ufg3Ik1/hIrvHRO9ew4qLkYgWfni2heaCNyMBwHl2wmfUp+YQF+N8x0/t4qcoIA/UH6Dv8Me62SxgDQ4lYvhlzRByxk/zbyg0VeXFxMW+++SZvvvkmFsv4rsLq7BxAVbVxf83Y2FDa2/1vzrDkGh/JNT565mof6qS0sZyKpmpcXhczw6azPeMxFsctJCE+gvb2ftr7/euY6Xm81IEulJN7UU6VoI0MYIyyY1u1HcvsFXjNVgwG44SyGY2GP3kCPOEiP3DgAL/4xS948803CQ8Pn+jTCCH8kKZpnOk+R4mzjLqO0xgMBpbELaTAns+s8Ol6x/M7mqahtp3HfeIzPBdrQFMxz1yMJbMQU2L6Tb9adUJFfvjwYb75zW9iMpnYsmULAFFRUXz44YeTGk4IcWu5vW4OtxyhxFlO02ALIZZgNs5cy8qk5UTY5IRtNM3rwXOhCnddEWr7RbAGYslcj3X+eoxhsbcsx3UX+bJly1i2bBkAS5cu5dixYzctlBDi1up29VDqPMjBpioGPUMkhSTyRPrDZMffhUWGV11DHe5DObkP5eRetOFeDOEJ2PKewJKWj8EScMvzyJWdQtyhNE3jQu8l9jnLONZeh6ZpLIqdT4E9n9kRs2R41Ri8HZdw132G59whUD2YkhdgzSzEZM/EoON2SylyIe4wiuqhtvUYJc4yLvc3EmgOZE1yPquTcokOjNI7nt/RVC+ez2tR6orwtjSA2YYlfRWWzPWYIvxju6UUuRB3iN6RfsoaKzjQVEm/e4D4oDi2pT3AssQsbCar3vH8juYawH16P8rJPWgDnRhCY7At34Zl7ioMtsndB36jpMiFuM1d7nOyz1lGTesxvJqX+dHprLHnMzdqtlx9OQZvdyNKXRFKw0HwujElpmPJ/TLm6YsxGP3zeEmRC3Eb8qpejrbXUeIs50Lv59hMVvKTlrHankd80K3bTTFVaJqK13Ec94kivI31YDJjmb3Ct30w2v+3W0qRC3EbGVAGOdhYRWnjQXpGeokOiOKh2fexYtpSAs2BesfzO5p7GKWhDHddMVpfK4agCKzZD2KZV4AxMEzveNdNilyI20DTQAslzjKqWo6gqAppkbPZlraVzJh5snwyBrWvDXddEcqZA6C4MMalYst+AHNKNgbj1KvFqZdYCAH4hlfVdZxin7Ochu5zWIxmlsYvoSA5j6SQRL3j+R1N0/A2nsRd9xney8fBYMScuhRr5gZMcSl6x7shUuRCTDHDnmEqmqspdZTT4eoiwhbOlpR7yE3KIcTiX7sp/IHmGUE5W4FSV4Ta3YghIBTrkvuxzFuDMThS73iTQopciCmibaidEudBKpsPM+J1kxI+g82p93BXbCYmo0nveH5HHehEqd+D+3QpjAxijJ5OwOqnMacuw2C+vbZbSpEL4cc0TeN011l+daqSI811mAwmsuIXUWDPY0ZYst7x/I6maXhbz9K6fx+DZw4BGuaZWb7dJwlpt+3VqlLkQvihEa+bqpYaShzltAy1EW4L5d6Z68lPWkG4zf9mf+tN8yp4zlfhrvsMteMSxoBgLAs2Yp2/DmNojN7xbjopciH8SOdwN6WN5RxsOsywZ5jk0CS+Mm8bG+fn0dPl0jue31GHenzDq07tQxvuwxgxDVv+V0hcsZHOXkXveLeMFLkQOtM0jXM9FylxlnGsvR6DwcCimPkUJOeTGj4Tg8FwZQKhFPkfeNsv+mZ/X6gC1YspeSHWBRswJc3HYDBgtAYAUuRCiJtM8SpUtx2jxFGGc6CJIHMg66evZpV9BVEBt8duismkqR48F2t9yyet58ASgGXeGqyZ6zGGJ+gdT1dS5ELcYj0jvRxorKSssZIBZZDE4Hgem/sgOQlLsMrwqmv4hleVoNTvRRvswhAai23FY1jmrsRgDdI7nl+QIhfiFvm87zL7HGXUth1H0zQyY9IpsOczN3L2bbub4kZ4u5wodZ+hnK0Ar4IpKQNr/pOYkhf57fAqvUiRC3ETeVUvR9pPUOIo42LfZQJMNlYn5bLKnktc0O2/m2K8NFXFe/mY7+rLplNgsmCZk+vbPhhl1zue35IiF+Im6HcPUN50iP3OCnrdfcQGRvOlOZtZnphNoPnW3wrM32nuIZTTB3DXF6P1t2MIjsKa8yWs6QUYAsa+c7z4IylyISZR40Az+xxlHG49gkf1kB45hy+nP0RG9FwZXjUGtacFd30RSkM5KC5M8XOwLHsY88wsDHK16nWTIhfiBqmayvGOk5Q4yjjbcwGL0cLyhCwKkvNJDI7XO57f8Q2vqsd94jO8juNgNGFOXeYbXhU7U+94U5IUuRATNKQMc7C5iv3Og3S6uom0RbA19V5yp+UQbJHdFKNpygjK2XKUumLUniYMgWFYl2zBkrEGY1CE3vGmNClyIcapZbCNUmc5lS01uL1uUsNn8cDs+1gYkyHDq8ag9nfgri9GOb0f3EMYY2YSUPB1zKk5GEwWvePdFq6ryKuqqnjhhRfIzc3lZz/7GQC/+c1v+Kd/+icUReGBBx7gxRdflC1U4ralaiqnuhrY5yjjVFcDZoOJrPi7WJOcT3Jokt7x/I6maXhbGlBOfIbnUi1gwDwrC0vmBkzxst1ysl1Xkefk5PDaa6/x7rvvAuBwONixYwe/+c1viIyM5Jvf/CYff/wxmzZtuqlhhbjVXJ4RDrXUUOosp3WonTBrKJtmFZKftJwwqwyvGk3zuPGcP4S7rgi18zLYgrEuvAfL/HUYQ6L1jnfbmtDSyqeffsrDDz/MtGnTAPjWt77FL37xCylycdvoGO6k1HmQiubDDHtczAhN5qmMR1kStxDzFLwV2M2mDnajnNyLcqoEzdWPMTIJ28qvYpmzAoPZpne8296EXpEtLS3k5ORc/Tg1NRWn0zlpoYTQg6Zp1LWe4f26Ik50nMRgMLA4dgEFyfnMCpsuywFjcDWeZbjsfTznD4OmYpq+yDe8ato8OV5j8HjVm/K8Ez61+PffJE3TJiWMEHpwexWqW49Q4iyncaCZYEsQG2asYWXSciIDIvSO53c01YPnQjXuus/ob7vgG141f51veFVYnN7x/I6qahw710FRtYPTl3vY8Z/XMdlv8U6oyBMSErh06dLVj8+fP4/dPr7LZ6OjJ361Vmysf65NSq7x0TtX51A3n53bT/H5A/S7B5kensRzS58gf/pSrH54KzC9j5d3sJe+I0X01fw/vANdmCMTiNzwNKEL12C0BeqabSx6H6/BYYWiqsvsLr9AS+cQMRGBbL9vPonRwZP+28qEivzuu+/m6aefZvPmzYSHh/NP//RPbN26dVzP0dk5gKqO/0w+NjaU9vb+cT/uZpNc46NXLk3TuNh3mRJHGUfaT6BpGgtiMliTnMeciFTi4sKu5Bq55dn+HD2/j97Oyyh1RSjnKsDrwZQ0n8D8r2BKXkh4XPiVXP71GtPzeLV0DbGn2klZXTMjbi+z7eH81dZMlqTFYDIaMRgME8pmNBr+5AnwhIo8OTmZr33tazz00EN4vV62bt3KfffdN5GnEuKW8KgeatuOU+Io51K/g0BzAAX2PFbbc4kJlN0Uo2mqiufSEZS6z/A2nwGzFUvaSiyZ6zFFynbL0TRNo/5iF0XVTk5c6MRsMpAzL5712XZmJoTd9K9/3UW+bNkyli1bdvXjRx99lEcfffSmhBJisvS7BzjQWMGBxkr63P3EBcXwSNpWliVkESC7Ka6hjQyinNmPu34PWn8HhpBobMsewZK+GoMtWO94fmfE7eVgXTPFNU6aO4cIC7ayJX8WBYuTCA++dctzso9K3JYc/Y3sc5RR03oUj+ZlXlQaTyQ/zLyoNBleNQZvTxNKXTFKQxl43JgS0rAs24Z55hIZXjWGjp5h9tQ6OXCsmaERDzMSQnnmvnksTY/HYr71ry8pcnHb8KpejnecZJ+jjPO9F7EaLeROy2G1PY+EYNlNMZqmqXgddb7Z3846MJoxz16ONbMQU8wMveP5HU3TaHD0UFTt5MjZdgwYyJobS2F2MqlJYbput5QiF1PeoDLEwaYqSp0H6R7pITogkgdmbyI3MYcgi//tptCbprhQzpT5Zn/3tmAIDMea/QCWeWswBt789dypRvF4qaxvpbjGiaNtgOAAM/csm8HaJUlEhfnHbHkpcjFlNQ+2UuIo41BLLYqqMCcihS+lbWZhTIYsn4xB7WvDXb/HN7xKGcYYm4Jt7Tcwz1qKwSRVMFp3/wj7jjgpOdLEwLBCUmwwX70nnWUZ8dgs/rXcJN89MaWomsrJzjPsc5RxuvssZqOZpfGLKbDnYQ+dpnc8v6NpGt7m01eGVx0FgxFzSrZv+SR+tt7x/NL5pl6Kq51Un25DVTUWzY6hMNtO+oxIv71aVYpcTAnDHheVzdWUOstpH+4k3BrG/SkbyZu2jFCr3ApsNM3jRjlXgVJXhNrlxGALwXrXJt/wquBIveP5HY9XpfpMG8XVTi409RFoM7F2iZ11WUnERfr/bHkpcuHX2oc6KXWWU9F8GJd3hFlh07lv1gYWxy2U2d9jUAe6/ji8amQAY1QyAau+hnn2cgx+eLWq3vqG3JQeaWTvkUZ6B9zERwbyeGEauZkJBNqmTj1OnaTijqFpGme6z7HPUUZ952kMBgNL4hayJjmfmWHT9Y7ndzRNQ207j/vEZ3guVoOmYZ652Hfn+cR0v10O0NPl1n6Kq51UnmzF41WZPyuK7ffYyUyJxjgFj5cUufAbbq+bqpZaSpzlNA+2EmIJZuPMtaxMWk6ELVzveH5H83rwXKjyzf5uvwjWQCyZhVjnr8cYFqt3PL+jqhpHzrZTXO3kjKMHq8VI/sJE1mfZmRYztS92kiIXuut29VDqPMjBpioGPUMkhSTyRPrDZMffhUVuBXYNdagX5VQJysm9aMO9GMITsOU9gSUtH4PFP7bD+ZNBl8KBY83sqXHS2eciOiyAR9bMZuWiRIIDbo/XlxS50IWmaZzruUiJo4xjHfVomsai2PkU2POZHTFLlgPG4O24hLvuMzznDoHqwZS8wLf7xJ6JQbZbXqO5c5Diaifldc24FZW05AgeXTebu+b4hlfdTqTIxS2lqB5qW49x4MhBLnY7CDQHsiY5n9VJuUQHRukdz+9oqhfP57U0fbIXl+MUmG1Y0lf5hldFyHbL0VRNo+5CJ6W/O8GRhnbMJiPLM3zDq6bH++c458kgRS5uid6RfsoaKzjQVEm/e4CksAQenfsAOQlZ2Eyym2I0zTWA+/R+lJN70AY6MYfHYVv+KJa5K2V41RiGRzwcrGuhuMZJa9cQUWE2Hlg5i9V3JRF2C4dX6UWKXNxUl/oc7HOUU9t2DK/mZX50Omvs+aycu4SOjgG94/kdb1ejb/b32YPgdWNKTMeS+2USs1bS0Tmkdzy/09YzzN4aJweONzE84mVWYhjP3p/B3fmp9HQP6h3vlpEiF5POq3o52l5HibOMC72XsJms5CctZ7U9l/gg324KWQP/I01T8V4+jruuCG9jPZjMWGbn+pZPon3bLWUC4R9pmsbpS90UVTs5dq4Do9FAdnoc67PspCb5djfpMYFQT1LkYtIMKIMcbKyitPEgPSO9xARE8dCc+1mRmE2gWYZXjaa5h1EaynDXFaP1tWIIisC69CEs8wowBty+67kT5Va8VJ5spbjagbN9kJBAC5tyZ7BmsZ3I0Dt7trwUubhhTQMt7HOUcbi1FkX1kBY5m21pW8mMmSfDq8ag9rbiri9GOXMAFBfGuFRs2Q9gTsnGYJR/kqN19bnYd6SR0qO+4VX22BC2XxleZfWz4VV6kVeNmBBVU6nrOMU+ZzkN3eewGM0sjV9CQXIeSSGJesfzO5qm4W086Zv9ffm4b3hV6lKsmRswxaXoHc/vaJrG+cY+iqod1JxpR0PjrtkxFGYnM3d6hCzNjSJFLsZl2DNMRdNhSp0H6XB1EWELZ0vKPeQm5RBikd0Uo2meEZSzV4ZXdTdiCAjFuuR+3+xvGV51DY9X5fCpNoqqHXze0k+gzUzhUjtrl9iJjZDluT9Filxcl9ahdkqd5VQ2VzPidZMSPoPNqfdwV2ymDK8agzrQiVK/B/fpUhgZxBg9nYDVT2NOXSbDq8bQO+im5EgjJUca6R10kxAVxBMbfMOrAqxSU3+JHCHxJ2maxumus+xz+oZXmQwmsuIXUWDPY0ZYst7x/I6maXhbz/pmf39eC2iYZ2b5hlclpMlywBgutfRTVO2g6lQrHq/GgpRoCrPtZMyKmpLDq/QiRS6uMeJ1c6i5hlJnOS1DbYRaQrh35nryk1YQbpPdFKNpXgXP+UO+4VUdl8AahGXBRqzz12EMjdE7nt/xqipHGjooqnZw1tmLzWJi1aJprMuykxgty3MTIUUuruoc7qa0sZyDTYcZ9gyTHJrEV+ZtY0n8Iiyym+Ia6lAPysl9KKf2oQ33YYyYhi3/K1jm5GGw3Nnb4cYyMKyw/1gTe2uddPWNEBMewLa1s1m5MJGg22R4lV7kX+cd7urwKmcZx9rrMRgMLIrNZI09n5TwGbIcMAZv+0Xf7O8LVaB6MU1f5BtelTRfjtcYGtsHKK5xUlHXgtujkj49gsfXp7FodgxGoxyvyXBDRf7666/z3nvvAfDoo4/y3HPPTUoocfMpXoXq1qOUOMtxDjQRZA5k/fTVrLKvICpAdlOMpqkePBdrfMsnrefAEoBl3hqsmesxhifoHc/vqJrG8fOdFFc7OPl5NxbzH4ZXJZMcJ7fmm2wTLvKKigoqKyv55JNPMBgMPPfcc2RnZ5OdnT2Z+cQk6xnp5UBjJWWNlQwogyQGx/PY3AfJSViCVYZXXUN19aOcKvXN/h7swhAai23FY77hVVb/v5fjrTY84qHsuG/2d1vPMJGhNh5clcLqu6YRGiSvr5tlwkUeGBiIy+XC5XJhNBoZGhpiZGRkMrOJSXSx9zIlzjJq246jaRqZMekU2POZGzlblgPG4O1yoJwoQjlXAV4FU1IG1vwnMSUvwnCbzbKeDK3dQ+ypdlJ2ohmX20tqUhgPrk5hSVosZpMcr5ttwkW+aNEiIiMjycvLA2D16tVX/1v4B6/qpezSYXadLObzvssEmGysTspllT2XuCDZTTGapqoMnqli6OAuvE2nwGTBMifXt30wyq53PL+jaRpHG9r4t+IGjp/vxGg0sHReHIXZycxKDNM73h1lwkX+1ltvYTabqaiowGQy8Xd/93fs2rWLzZs3T2Y+MQH97gHKmw6x31lBr7uP2MBovjRnM8sTswk0y63ARtPcQyinD+CuL2agvx1DcBTWnIexpq/GECDruaONKF4qrsz+buoYJCzIwv15MylYnEREiOzW0YNB0zRtIg989tln+eY3v8nChQsBOH78OP/8z//Mjh07JjWguH6fdzv55Ow+yi5VoageFsbP4560NSxOnC/Dq8bg7myir/pj+o/vQ3O7sNnTCc/ZRPDcZTI2dgxt3UN8XH6R/1d5iYFhhZSkcDavTGHlXUkyvEpnEz4jX7hwIe+//z7z5s1D0zTee+895s+ff92P7+wcQFXH/zMkNjaU9vb+cT/uZtMrl6qpHO84SYmjjLM9F7AYLSxLyKIgOZ/E4Hg5XqNomobXWeeb/e04DkYT5tRlvuFVsTMJkeP1BZqmcdbZS1G1g9qGdgCWpMVSmJ3MHHs4cXFhcrzGaaLZjEYD0dFj/4Y44SJ/9tlnefXVV1m3bh2aprF27Vq+8Y1vTPTpxDgNKcMcbK5iv/Mgna5uIm0RbE29l9xpOQRbZDfFaJoygnK23De8qqcZQ2AY1qytvtnfQRF6x/M7ikel6lQrRdUOLrcOEBxg5u6c6axdYic6XJbn/M2Ei9xqtfLyyy/z8ssvT2Ic8Ze0DLZR4iznUHM1blUhNXwWD8y+j4UxGTK8agxqfzvu+j0op/eDewhjzEwCCr6OOTUHg0muJhytZ2Dk6vCqviGFaTHBfGXjXFbMT8BmldeXv5IrO6cAVVM51dXAPkcZp7oaMBtMZMcvpiA5j+TQJL3j+R1N0/A2n0GpK8JzqRYwYJ6VhSVzA6Z42W45lovNvtnfh0+14VU1FqZGU5idTMbMSDleU4AUuR9zeUaobKmm1FlO21AHYdZQ7pu1gfyk5YRaZTfFaJrHjedcJe76ItROB9iCsS66F0vGWowh0XrH8zser0ptQztF1Q7ON/YRYDWxZnES67LsxEfJ8txUIkXuhzqGOyl1HuRg02FcXhczQpN5KuNRlsQtxCzDq66hDnajnNyLcqoEzdWPMTIJ28qvYpmzAoNZtsON1j/kvjK8qpHu/hHiIgJ5bN0c8hcmEmiT19dUJN81P6FpGmd7zrPPUc6JjpMYDAYWxy6gIDmfWWHT5dfbMXjbzuM+UYTnwmHQVN/wqgUbME2bJ8drDM62AYqqHVSebEXxqMybEcmTG+ayMDVahldNcVLkOnN7Fapbj1DiLKdxoJlgSxAbZqxhZdJyIgMi9I7ndzSvB8/Fatx1n6G2XfANr5q/zje8KixO73h+R1U1jp3zzf4+fbkHq9lIbmYC67PsJMXK8tztQopcJ92uHvY3VlDedIhBZYhpwQk8nv4lsuMXY5XdFNdQh/tQTpX4hlcN9WAIj8eW+ziWtHwMVrmX42hDLg8Hjjexp8ZJR6+LqDAbXypIZdWiaYQEyuvrdiNFfgtpmsbFvsuUOMo40n4CTdNYGJNBQXI+cyJSZDlgDN7Oy77lk/MV4PVgsmdiXbUdU/ICDHK16jWaOwfZU+Ok/EQLI4qXOfZwHlkzm8VpMZhk2NdtS4r8FvCoHmrbjlPiKOdSv4NAcwAF9jxW2/OICYzSO57f0VQVz6ValLoivM1nwGzFkrYSS+Z6TJGy3XI0VdOov9hFcbWTExc6MZsM5MyLZ322nZkJMrzqTiBFfhP1ufspa6zkQGMlfe5+4oJieCRtK8sSsgiQ3RTX0EYGUU7vx11fjDbQiSEkGtuyR7Ckr8Zgk3s5juZyezhY18KeGifNnUOEBVvZkj+LgsVJhAfL7O87iRT5TeDob2Sfo4ya1qN4NC8ZUXMpSM5nXtQcGV41Bm9PE0pdMUpDGXjcmBLnYlnxGOYZi2V41Rg6eobZU+tk/7Fmhkc8zEwI5ev3ZZCdHofFLK+vO5EU+STxqt4ryydlnO/9HKvJSu60HFbb80gIlt0Uo2maiufyMd/wKmcdGM2YZy/33fsyZobe8fyOpmmcvtRNcY2TI2fbMWAga65veFVqUpi8v3KHkyK/QYPKEAebqiirrKRjqIvogEgenH0fKxKXEmSR3RSjae5hlIZynKf3onQ1YQgMx5r9AJZ5azAGynruaIrHS2V9KyXHmrjY1EdwgJl7ls1g7ZIkosJkeJXwkSKfoObBVkocZRxqqUVRFebHpfFg6n0siMmQ5ZMxqH1tfxxepQxjmzaHgLXfwDxrKQaTvAxH6+4fYd8RJyVHmhgYVpiREMpX70lnWUY8Npn9LUaRf0HjoGoq9Z2nKXGUc7r7LGajmaXxiymw57E4Za7fzj/Wi6ZpeJtOXRledRQMRswp2VgzC0nIXCzHawznG3sprnFSfboNVdVYNDuGwmw7K7On09ExoHc84aekyK/DsMdFZbNveFX7cCfh1jDuT7mbvGk5MrxqDJrHjXKuwjf7u8uJISAU6+L7fMOrgiP1jud3PF6V6tNtFFU7udjcR6DNxLosO2uXJBEX6RteJWvg4s+RIv8z2oc6KXWWU9F8GJd3hFlh07kvZSOLYxfI7O8xqANdfxxeNTKAMSqZgFVfwzx7OQazbIcbrW/QTenRRvYeaaR3wE18ZCCPF6aRm5kgw6vEu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<h1 id="%F0%9F%94%A5-%E4%BD%BF%E7%94%A8%E7%83%AD%E5%8A%9B%E5%9B%BE%E5%B1%95%E7%A4%BA%E7%89%B9%E5%BE%81%E4%B9%8B%E9%97%B4%E7%9A%84%E7%9B%B8%E5%85%B3%E6%80%A7">&#128293; &#20351;&#29992;&#28909;&#21147;&#22270;&#23637;&#31034;&#29305;&#24449;&#20043;&#38388;&#30340;&#30456;&#20851;&#24615;<a class="anchor-link" href="#%F0%9F%94%A5-%E4%BD%BF%E7%94%A8%E7%83%AD%E5%8A%9B%E5%9B%BE%E5%B1%95%E7%A4%BA%E7%89%B9%E5%BE%81%E4%B9%8B%E9%97%B4%E7%9A%84%E7%9B%B8%E5%85%B3%E6%80%A7">&#182;</a></h1><p>本程序用于加载波士顿房价数据,并使用 Seaborn 的热力图heatmap展示各特征之间的相关系数矩阵。主要流程如下</p>
<ol>
<li><p><strong>加载数据集</strong></p>
<ul>
<li>读取本地的 <code>boston_house_prices.csv</code> 文件,使用 <code>encoding='gbk'</code> 支持中文列名;</li>
<li>数据包含多个与房价相关的变量。</li>
</ul>
</li>
<li><p><strong>计算特征相关系数矩阵</strong></p>
<ul>
<li>使用 <code>DataFrame.corr()</code> 方法计算所有数值型特征两两之间的皮尔逊相关系数;</li>
<li>输出为对称矩阵,值范围为 [-1, 1]。</li>
</ul>
</li>
<li><p><strong>绘制热力图</strong></p>
<ul>
<li>使用 <code>sns.heatmap()</code> 生成颜色编码的相关性矩阵图;</li>
<li>深色表示强相关,浅色表示弱相关,便于发现变量之间的关系模式。</li>
</ul>
</li>
<li><p><strong>显示图表</strong></p>
<ul>
<li>设置标题为“特征矩阵热力图”,使用 <code>plt.show()</code> 渲染图形。</li>
</ul>
</li>
</ol>
<p>热力图是探索多变量数据结构和变量间关系的常用工具。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[32]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-31</span>
<span class="n">boston</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;./data/boston_house_prices.csv&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;gbk&#39;</span><span class="p">)</span> <span class="c1"># 读取波士顿房价数据,支持中文列名</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span> <span class="c1"># 显示负号正常</span>
<span class="n">corr</span> <span class="o">=</span> <span class="n">boston</span><span class="o">.</span><span class="n">corr</span><span class="p">()</span> <span class="c1"># 计算各特征之间的相关系数矩阵</span>
<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">corr</span><span class="p">)</span> <span class="c1"># 使用 Seaborn 绘制热力图展示相关性</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;特征矩阵热力图&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图表</span>
</pre></div>
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<h1 id="%F0%9F%A7%8A-%E6%98%BE%E7%A4%BA%E5%B8%A6%E6%95%B0%E5%80%BC%E6%A0%87%E7%AD%BE%E7%9A%84%E7%89%B9%E5%BE%81%E7%9B%B8%E5%85%B3%E6%80%A7%E7%83%AD%E5%8A%9B%E5%9B%BE">&#129482; &#26174;&#31034;&#24102;&#25968;&#20540;&#26631;&#31614;&#30340;&#29305;&#24449;&#30456;&#20851;&#24615;&#28909;&#21147;&#22270;<a class="anchor-link" href="#%F0%9F%A7%8A-%E6%98%BE%E7%A4%BA%E5%B8%A6%E6%95%B0%E5%80%BC%E6%A0%87%E7%AD%BE%E7%9A%84%E7%89%B9%E5%BE%81%E7%9B%B8%E5%85%B3%E6%80%A7%E7%83%AD%E5%8A%9B%E5%9B%BE">&#182;</a></h1><p>本程序基于已有的相关系数矩阵,绘制更清晰、带有具体数值标注的热力图,方便进一步分析变量间的关系强度。主要流程如下:</p>
<ol>
<li><p><strong>设置图像尺寸</strong></p>
<ul>
<li>使用 <code>plt.figure(figsize=(10, 10))</code> 设置图表画布大小为 10x10 英寸,避免图像拥挤。</li>
</ul>
</li>
<li><p><strong>绘制带注释的热力图</strong></p>
<ul>
<li><code>sns.heatmap()</code> 添加参数:<ul>
<li><code>annot=True</code> 表示在每个单元格内显示数值;</li>
<li><code>fmt='.2f'</code> 控制注释保留两位小数,提升可读性。</li>
</ul>
</li>
</ul>
</li>
<li><p><strong>设置标题并展示图形</strong></p>
<ul>
<li>使用 <code>plt.title()</code> 添加标题;</li>
<li>使用 <code>plt.show()</code> 显示图像。</li>
</ul>
</li>
</ol>
<p>这种热力图适合用于报告、课件、数据分析文档中,帮助读者更精确理解变量间关系。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[33]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="CodeMirror cm-s-jupyter">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-32</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">))</span> <span class="c1"># 设置图像尺寸为10x10英寸避免标签重叠</span>
<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">corr</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">fmt</span><span class="o">=</span><span class="s1">&#39;.2f&#39;</span><span class="p">)</span> <span class="c1"># 绘制相关系数热力图annot显示数值fmt保留两位小数</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;特征矩阵热力图&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图表</span>
</pre></div>
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<div class="jp-RenderedImage jp-OutputArea-output ">
<img 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<h1 id="%F0%9F%93%8C-%E4%BD%BF%E7%94%A8-Stripplot-%E7%BB%98%E5%88%B6%E9%94%80%E5%94%AE%E9%83%A8%E7%A6%BB%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%88%86%E5%B8%83">&#128204; &#20351;&#29992; Stripplot &#32472;&#21046;&#38144;&#21806;&#37096;&#31163;&#32844;&#21592;&#24037;&#30340;&#24037;&#20316;&#26102;&#38271;&#20998;&#24067;<a class="anchor-link" href="#%F0%9F%93%8C-%E4%BD%BF%E7%94%A8-Stripplot-%E7%BB%98%E5%88%B6%E9%94%80%E5%94%AE%E9%83%A8%E7%A6%BB%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%88%86%E5%B8%83">&#182;</a></h1><p>本程序提取销售部门中已离职员工的数据,并使用 Seaborn 的 Stripplot分布散点图展示其“每月平均工作小时数”的离散分布情况。主要流程如下</p>
<ol>
<li><p><strong>筛选特定员工子集</strong></p>
<ul>
<li>从 <code>hr</code> 数据集中提取:<ul>
<li>部门为“销售部”;</li>
<li>离职状态为 1表示已离职的记录</li>
</ul>
</li>
<li>得到 <code>sale</code> 子集数据,用于后续分析。</li>
</ul>
</li>
<li><p><strong>绘制 stripplot 水平散点图</strong></p>
<ul>
<li>使用 <code>sns.stripplot()</code> 绘制水平方向的分布图;</li>
<li>每个点代表一个员工X 轴表示其每月平均工作小时数;</li>
<li>用于展示单变量的离散分布特征。</li>
</ul>
</li>
<li><p><strong>设置图表标题并显示图形</strong></p>
<ul>
<li>图表标题为“简单水平分布散点图”,使用 <code>plt.show()</code> 呈现图像。</li>
</ul>
</li>
</ol>
<p>该图适合用于观察单一变量在某一人群中的集中趋势和离散情况。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[34]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-33</span>
<span class="c1"># 提取部门为销售部、离职为1的数据</span>
<span class="n">sale</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">iloc</span><span class="p">[(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;部门&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="s1">&#39;销售部&#39;</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;离职&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="mi">1</span><span class="p">),</span> <span class="p">:]</span> <span class="c1"># 提取“销售部”且已离职的员工数据子集</span>
<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">sale</span><span class="p">[</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">])</span> <span class="c1"># 绘制工作时长的水平分布散点图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;简单水平分布散点图&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图表</span>
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<h1 id="%F0%9F%8E%AF-%E6%AF%94%E8%BE%83-Stripplot-%E7%9A%84%E9%BB%98%E8%AE%A4%E9%9A%8F%E6%9C%BA%E6%8A%96%E5%8A%A8%E4%B8%8E%E6%97%A0%E6%8A%96%E5%8A%A8%E6%95%88%E6%9E%9C">&#127919; &#27604;&#36739; Stripplot &#30340;&#40664;&#35748;&#38543;&#26426;&#25238;&#21160;&#19982;&#26080;&#25238;&#21160;&#25928;&#26524;<a class="anchor-link" href="#%F0%9F%8E%AF-%E6%AF%94%E8%BE%83-Stripplot-%E7%9A%84%E9%BB%98%E8%AE%A4%E9%9A%8F%E6%9C%BA%E6%8A%96%E5%8A%A8%E4%B8%8E%E6%97%A0%E6%8A%96%E5%8A%A8%E6%95%88%E6%9E%9C">&#182;</a></h1><p>本程序从 HR 数据中提取所有已离职员工,绘制两个 Stripplot 图,比较默认带随机抖动与不带抖动的区别。主要流程如下:</p>
<ol>
<li><p><strong>提取离职员工子集</strong></p>
<ul>
<li>从数据集中筛选出 <code>离职 == 1</code> 的记录,得到变量 <code>hr1</code></li>
<li>这部分数据用于后续工作时长与部门的可视化分析。</li>
</ul>
</li>
<li><p><strong>创建图像画布并设置布局</strong></p>
<ul>
<li>使用 <code>plt.figure()</code> 设置画布大小;</li>
<li>使用 <code>plt.subplot(121)</code> 和 <code>plt.subplot(122)</code> 创建两个子图进行并列比较。</li>
</ul>
</li>
<li><p><strong>绘制第一个 Stripplot默认带抖动</strong></p>
<ul>
<li>使用 <code>sns.stripplot()</code> 按“部门”分组绘制每月工作时长;</li>
<li>默认启用 <code>jitter=True</code> 添加水平抖动,防止数据点重叠;</li>
<li>适合数据密集或离散值重复度高的情况。</li>
</ul>
</li>
<li><p><strong>绘制第二个 Stripplot无抖动</strong></p>
<ul>
<li>设置 <code>jitter=False</code> 关闭抖动,所有点严格垂直对齐;</li>
<li>用于强调具体数值位置或比较密度。</li>
</ul>
</li>
<li><p><strong>设置标题与刻度显示</strong></p>
<ul>
<li>设置 X 轴刻度角度为 70°防止文字重叠</li>
<li>添加图表标题以对比不同抖动模式。</li>
</ul>
</li>
</ol>
<p>该示例有助于理解 Stripplot 中 jitter 参数的视觉效果差异。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[37]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-34</span>
<span class="n">hr1</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;离职&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="mi">1</span><span class="p">,</span> <span class="p">:]</span> <span class="c1"># 提取所有已离职员工的数据</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span> <span class="c1"># 设置画布大小为10x5英寸</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span> <span class="c1"># 创建第一个子图(左侧)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span> <span class="c1"># X轴标签旋转70度防止部门名重叠</span>
<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr1</span><span class="p">)</span> <span class="c1"># 默认启用随机抖动,展示散点分布</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;默认随机噪声抖动&#39;</span><span class="p">)</span> <span class="c1"># 设置子图标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span> <span class="c1"># 创建第二个子图(右侧)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr1</span><span class="p">,</span> <span class="n">jitter</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> <span class="c1"># 禁用抖动,点严格对齐</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;无随机噪声抖动&#39;</span><span class="p">)</span> <span class="c1"># 设置子图标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示两个子图</span>
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<h1 id="%F0%9F%92%BC-%E9%AB%98%E8%96%AA%E5%9C%A8%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%8F%AF%E8%A7%86%E5%8C%96">&#128188; &#39640;&#34218;&#22312;&#32844;&#21592;&#24037;&#30340;&#26187;&#21319;&#19982;&#24037;&#20316;&#26102;&#38271;&#21487;&#35270;&#21270;<a class="anchor-link" href="#%F0%9F%92%BC-%E9%AB%98%E8%96%AA%E5%9C%A8%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%8F%AF%E8%A7%86%E5%8C%96">&#182;</a></h1><p>本程序筛选出薪资为“高”且仍在职的员工,使用带颜色区分的 Stripplot分布散点图展示他们在“5年内是否晋升”与“平均每月工作小时数”之间的关系。主要流程如下</p>
<ol>
<li><p><strong>筛选高薪在职员工子集</strong></p>
<ul>
<li>条件为:<ul>
<li><code>薪资 == '高'</code></li>
<li><code>离职 == 0</code>(表示仍在职);</li>
</ul>
</li>
<li>得到变量 <code>hr2</code>,用于后续分析。</li>
</ul>
</li>
<li><p><strong>绘制 Stripplot 分布图</strong></p>
<ul>
<li>使用 <code>x='5年内升职'</code> 表示是否晋升;</li>
<li><code>y='每月平均工作小时数(小时)'</code> 表示工作负荷;</li>
<li><code>hue='部门'</code> 用颜色区分不同部门;</li>
<li><code>jitter=True</code> 添加水平抖动,防止数据点重叠。</li>
</ul>
</li>
<li><p><strong>设置图表标题并显示图形</strong></p>
<ul>
<li>图标题为“前5年是否晋升与平均每月工作时长”</li>
<li>使用 <code>plt.show()</code> 显示图表。</li>
</ul>
</li>
</ol>
<p>该图表用于揭示不同部门员工在是否晋升前提下的工作时长分布特征。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[39]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-35</span>
<span class="c1"># 提取高薪在职的数据</span>
<span class="n">hr2</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">iloc</span><span class="p">[(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;薪资&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="s1">&#39;高&#39;</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;离职&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="mi">0</span><span class="p">),</span> <span class="p">:]</span> <span class="c1"># 筛选高薪且仍在职的员工数据</span>
<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">,</span> <span class="n">jitter</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1"># 绘制按部门分类的工作时长散点图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;前5年是否晋升与平均每月工作时长&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图形</span>
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<h1 id="%F0%9F%93%8A-%E6%AF%94%E8%BE%83%E5%88%86%E7%BB%84%E5%A0%86%E5%8F%A0%E4%B8%8E%E5%88%86%E7%A6%BB%E6%98%BE%E7%A4%BA%E6%95%88%E6%9E%9C%E7%9A%84-Stripplot-%E5%9B%BE">&#128202; &#27604;&#36739;&#20998;&#32452;&#22534;&#21472;&#19982;&#20998;&#31163;&#26174;&#31034;&#25928;&#26524;&#30340; Stripplot &#22270;<a class="anchor-link" href="#%F0%9F%93%8A-%E6%AF%94%E8%BE%83%E5%88%86%E7%BB%84%E5%A0%86%E5%8F%A0%E4%B8%8E%E5%88%86%E7%A6%BB%E6%98%BE%E7%A4%BA%E6%95%88%E6%9E%9C%E7%9A%84-Stripplot-%E5%9B%BE">&#182;</a></h1><p>本程序基于高薪在职员工(<code>hr2</code>绘制两个分布散点图Stripplot用于对比同组堆叠默认与横向分离<code>dodge=True</code>)的效果。主要流程如下:</p>
<ol>
<li><p><strong>设置图像布局</strong></p>
<ul>
<li>使用 <code>plt.figure(figsize=(10, 13))</code> 设置图表高度更大的画布;</li>
<li>创建两个子图用于上下对比展示。</li>
</ul>
</li>
<li><p><strong>绘制第一个 Stripplot默认叠加</strong></p>
<ul>
<li>根据“部门”分组、以“是否在5年内晋升”为颜色区分</li>
<li>多个类别的数据点默认重叠在同一位置;</li>
<li>用于查看整体密度,但颜色可能重叠混乱。</li>
</ul>
</li>
<li><p><strong>绘制第二个 Stripplot横向分离</strong></p>
<ul>
<li>在同样维度基础上,添加 <code>dodge=True</code></li>
<li>不同颜色(分类)将横向错开显示,更清晰地区分各子类别的分布差异。</li>
</ul>
</li>
<li><p><strong>统一美化</strong></p>
<ul>
<li>设置 x 轴刻度倾斜 70°防止部门名称重叠</li>
<li>使用标题说明两个子图的含义;</li>
<li>使用 <code>plt.show()</code> 展示完整图表。</li>
</ul>
</li>
</ol>
<p>该图表有助于理解 Seaborn 中 <code>hue + dodge</code> 参数组合的视觉区别,尤其适合展示分组数据的分布特征。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[40]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-36</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">13</span><span class="p">))</span> <span class="c1"># 设置整个图像的大小为10x13英寸</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">211</span><span class="p">)</span> <span class="c1"># 创建第一个子图(堆叠显示)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span> <span class="c1"># 部门名称旋转,防止重叠</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;不同部门的平均每月工作时长&#39;</span><span class="p">)</span> <span class="c1"># 设置子图标题</span>
<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">)</span> <span class="c1"># 不同晋升状态在同一位置显示(默认堆叠)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">212</span><span class="p">)</span> <span class="c1"># 创建第二个子图(横向分离显示)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">,</span> <span class="n">dodge</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1"># 设置dodge=True横向错开显示</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 展示完整图像</span>
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<h1 id="%F0%9F%90%9D-%E4%BD%BF%E7%94%A8-Swarmplot-%E6%98%BE%E7%A4%BA%E5%88%86%E7%BB%84%E6%95%B0%E6%8D%AE%E7%9A%84%E7%9C%9F%E5%AE%9E%E5%88%86%E5%B8%83">&#128029; &#20351;&#29992; Swarmplot &#26174;&#31034;&#20998;&#32452;&#25968;&#25454;&#30340;&#30495;&#23454;&#20998;&#24067;<a class="anchor-link" href="#%F0%9F%90%9D-%E4%BD%BF%E7%94%A8-Swarmplot-%E6%98%BE%E7%A4%BA%E5%88%86%E7%BB%84%E6%95%B0%E6%8D%AE%E7%9A%84%E7%9C%9F%E5%AE%9E%E5%88%86%E5%B8%83">&#182;</a></h1><p>本程序使用 Seaborn 的 Swarmplot 图展示不同部门中,高薪在职员工的“每月平均工作小时数”分布情况。主要流程如下:</p>
<ol>
<li><p><strong>绘制 Swarmplot 图</strong></p>
<ul>
<li>Swarmplot 是一种改进的 Stripplot</li>
<li>自动避免数据点重叠,使每个观测点都清晰可见;</li>
<li>横轴为“部门”,纵轴为“每月平均工作小时数”。</li>
</ul>
</li>
<li><p><strong>设置图表样式</strong></p>
<ul>
<li>设置 X 轴刻度标签旋转 70°防止文字重叠</li>
<li>设置图表标题说明绘图含义。</li>
</ul>
</li>
<li><p><strong>展示图表</strong></p>
<ul>
<li>使用 <code>plt.show()</code> 渲染图像。</li>
</ul>
</li>
</ol>
<p>Swarmplot 图适合用于展示分类变量下的单变量分布,同时保留精度和密度信息。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[41]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-37</span>
<span class="n">sns</span><span class="o">.</span><span class="n">swarmplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">)</span> <span class="c1"># 绘制不同部门的工作时长分布(无重叠散点图)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span> <span class="c1"># X轴标签旋转防止重叠</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;不同部门的平均每月工作时长&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图表</span>
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<h1 id="%F0%9F%90%9D-Swarmplot-%E5%88%86%E7%BB%84%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%85%B3%E7%B3%BB">&#128029; Swarmplot &#20998;&#32452;&#23545;&#27604;&#23637;&#31034;&#26187;&#21319;&#19982;&#24037;&#20316;&#26102;&#38271;&#20851;&#31995;<a class="anchor-link" href="#%F0%9F%90%9D-Swarmplot-%E5%88%86%E7%BB%84%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%85%B3%E7%B3%BB">&#182;</a></h1><p>本程序基于高薪在职员工数据,使用 Seaborn 的 <code>swarmplot()</code> 展示不同部门员工在“是否在5年内晋升”条件下的“平均每月工作时长”分布。主要流程如下</p>
<ol>
<li><p><strong>绘制分组 Swarmplot</strong></p>
<ul>
<li>横轴为“部门”,纵轴为“每月平均工作小时数”;</li>
<li><code>hue='5年内升职'</code> 用颜色区分是否晋升;</li>
<li>Swarmplot 自动排列散点,避免重叠,呈现密度和分布趋势。</li>
</ul>
</li>
<li><p><strong>图表美化</strong></p>
<ul>
<li>将 X 轴标签旋转 30°防止部门名称重叠</li>
<li>添加标题说明图表内容。</li>
</ul>
</li>
<li><p><strong>显示图表</strong></p>
<ul>
<li>使用 <code>plt.show()</code> 呈现图形。</li>
</ul>
</li>
</ol>
<p>该图表适合用于对比分类变量组合(部门 × 晋升状态)下的数值分布,直观呈现差异。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[42]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-38</span>
<span class="n">sns</span><span class="o">.</span><span class="n">swarmplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数(小时)&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">)</span> <span class="c1"># 绘制部门与晋升状态分组的工作时长分布图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span> <span class="c1"># X轴标签旋转 30 度,避免重叠</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;不同部门的平均每月工作时长&#39;</span><span class="p">)</span> <span class="c1"># 设置图表标题</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图表</span>
</pre></div>
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<h1 id="%F0%9F%93%88-%E4%BD%BF%E7%94%A8-regplot-%E5%B1%95%E7%A4%BA%E6%88%BF%E9%97%B4%E6%95%B0%E4%B8%8E%E6%88%BF%E4%BB%B7%E4%B9%8B%E9%97%B4%E7%9A%84%E7%BA%BF%E6%80%A7%E5%85%B3%E7%B3%BB">&#128200; &#20351;&#29992; regplot &#23637;&#31034;&#25151;&#38388;&#25968;&#19982;&#25151;&#20215;&#20043;&#38388;&#30340;&#32447;&#24615;&#20851;&#31995;<a class="anchor-link" href="#%F0%9F%93%88-%E4%BD%BF%E7%94%A8-regplot-%E5%B1%95%E7%A4%BA%E6%88%BF%E9%97%B4%E6%95%B0%E4%B8%8E%E6%88%BF%E4%BB%B7%E4%B9%8B%E9%97%B4%E7%9A%84%E7%BA%BF%E6%80%A7%E5%85%B3%E7%B3%BB">&#182;</a></h1><p>本程序通过 <code>sns.regplot()</code> 展示波士顿房价数据中“房间数”与“房屋价格”之间的线性关系并对比了默认与自定义置信区间confidence interval, <code>ci</code>)的效果。主要流程如下:</p>
<ol>
<li><p><strong>创建子图布局</strong></p>
<ul>
<li>使用 <code>plt.subplots(1, 2)</code> 创建一个 1 行 2 列的图像布局;</li>
<li>设置整体图像宽高为 8×4 英寸。</li>
</ul>
</li>
<li><p><strong>绘制第一个回归图(默认设置)</strong></p>
<ul>
<li><code>sns.regplot()</code> 默认置信区间为 95%</li>
<li>展示原始散点及拟合直线和误差带。</li>
</ul>
</li>
<li><p><strong>绘制第二个回归图ci=50</strong></p>
<ul>
<li>设置 <code>ci=50</code> 表示置信区间改为 50%,误差带更窄;</li>
<li>用于强调拟合线更接近中心趋势。</li>
</ul>
</li>
<li><p><strong>添加标题与展示图像</strong></p>
<ul>
<li>为每个子图添加标题说明;</li>
<li>使用 <code>plt.show()</code> 显示两个回归图。</li>
</ul>
</li>
</ol>
<p>该图表适合展示变量之间的线性关系以及回归不确定性的可视化表达。</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[43]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-39</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">axes</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span> <span class="c1"># 创建 1 行 2 列的子图布局,图像大小为 8x4 英寸</span>
<span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;修改前的线性回归拟合图&#39;</span><span class="p">)</span> <span class="c1"># 设置第一个子图的标题</span>
<span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;修改后的线性回归拟合图&#39;</span><span class="p">)</span> <span class="c1"># 设置第二个子图的标题</span>
<span class="n">sns</span><span class="o">.</span><span class="n">regplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;房间数(间)&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;房屋价格(美元)&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">boston</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="c1"># 绘制默认置信区间95%)的线性回归图</span>
<span class="n">sns</span><span class="o">.</span><span class="n">regplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;房间数(间)&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;房屋价格(美元)&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">boston</span><span class="p">,</span> <span class="n">ci</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="c1"># 绘制置信区间为 50% 的回归图</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1"># 显示图像</span>
</pre></div>
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