<!DOCTYPE html>
<html lang="en">
<head><meta charset="utf-8"/>
<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
<title>STAR_Protocols_Code_PAPER_Prostate</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 .pm { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation.Marker */
.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;
}
/* 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: 0 solid transparent;
border-right: 0 solid transparent;
}
.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
border-top: 0 solid transparent;
border-bottom: 0 solid transparent;
}
/*
* Lumino
*/
.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.
* 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.
|----------------------------------------------------------------------------*/
.lm-Widget {
box-sizing: border-box;
position: relative;
overflow: hidden;
}
.lm-Widget.lm-mod-hidden {
display: none !important;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.lm-AccordionPanel[data-orientation='horizontal'] > .lm-AccordionPanel-title {
/* Title is rotated for horizontal accordion panel using CSS */
display: block;
transform-origin: top left;
transform: rotate(-90deg) translate(-100%);
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
.lm-CommandPalette {
display: flex;
flex-direction: column;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.lm-CommandPalette-search {
flex: 0 0 auto;
}
.lm-CommandPalette-content {
flex: 1 1 auto;
margin: 0;
padding: 0;
min-height: 0;
overflow: auto;
list-style-type: none;
}
.lm-CommandPalette-header {
overflow: hidden;
white-space: nowrap;
text-overflow: ellipsis;
}
.lm-CommandPalette-item {
display: flex;
flex-direction: row;
}
.lm-CommandPalette-itemIcon {
flex: 0 0 auto;
}
.lm-CommandPalette-itemContent {
flex: 1 1 auto;
overflow: hidden;
}
.lm-CommandPalette-itemShortcut {
flex: 0 0 auto;
}
.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.
* 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.
|----------------------------------------------------------------------------*/
.lm-DockPanel {
z-index: 0;
}
.lm-DockPanel-widget {
z-index: 0;
}
.lm-DockPanel-tabBar {
z-index: 1;
}
.lm-DockPanel-handle {
z-index: 2;
}
.lm-DockPanel-handle.lm-mod-hidden {
display: none !important;
}
.lm-DockPanel-handle:after {
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
content: '';
}
.lm-DockPanel-handle[data-orientation='horizontal'] {
cursor: ew-resize;
}
.lm-DockPanel-handle[data-orientation='vertical'] {
cursor: ns-resize;
}
.lm-DockPanel-handle[data-orientation='horizontal']:after {
left: 50%;
min-width: 8px;
transform: translateX(-50%);
}
.lm-DockPanel-handle[data-orientation='vertical']:after {
top: 50%;
min-height: 8px;
transform: translateY(-50%);
}
.lm-DockPanel-overlay {
z-index: 3;
box-sizing: border-box;
pointer-events: none;
}
.lm-DockPanel-overlay.lm-mod-hidden {
display: none !important;
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
.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;
}
.lm-Menu-content {
margin: 0;
padding: 0;
display: table;
list-style-type: none;
}
.lm-Menu-item {
display: table-row;
}
.lm-Menu-item.lm-mod-hidden,
.lm-Menu-item.lm-mod-collapsed {
display: none !important;
}
.lm-Menu-itemIcon,
.lm-Menu-itemSubmenuIcon {
display: table-cell;
text-align: center;
}
.lm-Menu-itemLabel {
display: table-cell;
text-align: left;
}
.lm-Menu-itemShortcut {
display: table-cell;
text-align: right;
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
.lm-MenuBar {
outline: none;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.lm-MenuBar-content {
margin: 0;
padding: 0;
display: flex;
flex-direction: row;
list-style-type: none;
}
.lm-MenuBar-item {
box-sizing: border-box;
}
.lm-MenuBar-itemIcon,
.lm-MenuBar-itemLabel {
display: inline-block;
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
.lm-ScrollBar {
display: flex;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.lm-ScrollBar[data-orientation='horizontal'] {
flex-direction: row;
}
.lm-ScrollBar[data-orientation='vertical'] {
flex-direction: column;
}
.lm-ScrollBar-button {
box-sizing: border-box;
flex: 0 0 auto;
}
.lm-ScrollBar-track {
box-sizing: border-box;
position: relative;
overflow: hidden;
flex: 1 1 auto;
}
.lm-ScrollBar-thumb {
box-sizing: border-box;
position: absolute;
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
.lm-SplitPanel-child {
z-index: 0;
}
.lm-SplitPanel-handle {
z-index: 1;
}
.lm-SplitPanel-handle.lm-mod-hidden {
display: none !important;
}
.lm-SplitPanel-handle:after {
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
content: '';
}
.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
cursor: ew-resize;
}
.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
cursor: ns-resize;
}
.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
left: 50%;
min-width: 8px;
transform: translateX(-50%);
}
.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
top: 50%;
min-height: 8px;
transform: translateY(-50%);
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
.lm-TabBar {
display: flex;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.lm-TabBar[data-orientation='horizontal'] {
flex-direction: row;
align-items: flex-end;
}
.lm-TabBar[data-orientation='vertical'] {
flex-direction: column;
align-items: flex-end;
}
.lm-TabBar-content {
margin: 0;
padding: 0;
display: flex;
flex: 1 1 auto;
list-style-type: none;
}
.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
flex-direction: row;
}
.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
flex-direction: column;
}
.lm-TabBar-tab {
display: flex;
flex-direction: row;
box-sizing: border-box;
overflow: hidden;
touch-action: none; /* Disable native Drag/Drop */
}
.lm-TabBar-tabIcon,
.lm-TabBar-tabCloseIcon {
flex: 0 0 auto;
}
.lm-TabBar-tabLabel {
flex: 1 1 auto;
overflow: hidden;
white-space: nowrap;
}
.lm-TabBar-tabInput {
user-select: all;
width: 100%;
box-sizing: border-box;
}
.lm-TabBar-tab.lm-mod-hidden {
display: none !important;
}
.lm-TabBar-addButton.lm-mod-hidden {
display: none !important;
}
.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
position: relative;
}
.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
left: 0;
transition: left 150ms ease;
}
.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
top: 0;
transition: top 150ms ease;
}
.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.
* 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.
|----------------------------------------------------------------------------*/
.lm-TabPanel-tabBar {
z-index: 1;
}
.lm-TabPanel-stackedPanel {
z-index: 0;
}
/*
* Copyright (c) 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.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-Collapse {
display: flex;
flex-direction: column;
align-items: stretch;
}
.jp-Collapse-header {
padding: 1px 12px;
background-color: var(--jp-layout-color1);
border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
color: var(--jp-ui-font-color1);
cursor: pointer;
display: flex;
align-items: center;
font-size: var(--jp-ui-font-size0);
font-weight: 600;
text-transform: uppercase;
user-select: none;
}
.jp-Collapser-icon {
height: 16px;
}
.jp-Collapse-header-collapsed .jp-Collapser-icon {
transform: rotate(-90deg);
margin: auto 0;
}
.jp-Collapser-title {
line-height: 25px;
}
.jp-Collapse-contents {
padding: 0 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.
|----------------------------------------------------------------------------*/
/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
/**
* (DEPRECATED) Support for consuming icons as CSS background images
*/
/* Icons urls */
:root {
--jp-icon-add-above: url(data:image/svg+xml;base64,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);
--jp-icon-add-below: url(data:image/svg+xml;base64,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);
--jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-bell: url(data:image/svg+xml;base64,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);
--jp-icon-bug-dot: url(data:image/svg+xml;base64,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);
--jp-icon-bug: url(data:image/svg+xml;base64,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);
--jp-icon-build: url(data:image/svg+xml;base64,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);
--jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
--jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
--jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-case-sensitive: url(data:image/svg+xml;base64,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);
--jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-clear: url(data:image/svg+xml;base64,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);
--jp-icon-close: url(data:image/svg+xml;base64,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);
--jp-icon-code-check: url(data:image/svg+xml;base64,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);
--jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
--jp-icon-collapse-all: url(data:image/svg+xml;base64,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);
--jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1jb25zb2xlLWljb24tYmFja2dyb3VuZC1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtY29uc29sZS1pY29uLWNvbG9yIGpwLWljb24tc2VsZWN0YWJsZS1pbnZlcnNlIiBmaWxsPSIjZmZmIj4KICAgIDxwYXRoIGQ9Ik0xMDUgMTI3LjNoNDB2MTIuOGgtNDB6TTUxLjEgNzdMNzQgOTkuOWwtMjMuMyAyMy4zIDEwLjUgMTAuNSAyMy4zLTIzLjNMOTUgOTkuOSA4NC41IDg5LjQgNjEuNiA2Ni41eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-copy: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-copyright: url(data:image/svg+xml;base64,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);
--jp-icon-cut: url(data:image/svg+xml;base64,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);
--jp-icon-delete: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2cHgiIGhlaWdodD0iMTZweCI+CiAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIiAvPgogICAgPHBhdGggY2xhc3M9ImpwLWljb24zIiBmaWxsPSIjNjI2MjYyIiBkPSJNNiAxOWMwIDEuMS45IDIgMiAyaDhjMS4xIDAgMi0uOSAyLTJWN0g2djEyek0xOSA0aC0zLjVsLTEtMWgtNWwtMSAxSDV2MmgxNFY0eiIgLz4KPC9zdmc+Cg==);
--jp-icon-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-duplicate: url(data:image/svg+xml;base64,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);
--jp-icon-edit: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-error: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KPGcgY2xhc3M9ImpwLWljb24zIiBmaWxsPSIjNjE2MTYxIj48Y2lyY2xlIGN4PSIxMiIgY3k9IjE5IiByPSIyIi8+PHBhdGggZD0iTTEwIDNoNHYxMmgtNHoiLz48L2c+CjxwYXRoIGZpbGw9Im5vbmUiIGQ9Ik0wIDBoMjR2MjRIMHoiLz4KPC9zdmc+Cg==);
--jp-icon-expand-all: url(data:image/svg+xml;base64,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);
--jp-icon-extension: url(data:image/svg+xml;base64,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);
--jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-file: url(data:image/svg+xml;base64,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);
--jp-icon-filter-dot: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiNGRkYiPgogICAgPHBhdGggZD0iTTE0LDEyVjE5Ljg4QzE0LjA0LDIwLjE4IDEzLjk0LDIwLjUgMTMuNzEsMjAuNzFDMTMuMzIsMjEuMSAxMi42OSwyMS4xIDEyLjMsMjAuNzFMMTAuMjksMTguN0MxMC4wNiwxOC40NyA5Ljk2LDE4LjE2IDEwLDE3Ljg3VjEySDkuOTdMNC4yMSw0LjYyQzMuODcsNC4xOSAzLjk1LDMuNTYgNC4zOCwzLjIyQzQuNTcsMy4wOCA0Ljc4LDMgNSwzVjNIMTlWM0MxOS4yMiwzIDE5LjQzLDMuMDggMTkuNjIsMy4yMkMyMC4wNSwzLjU2IDIwLjEzLDQuMTkgMTkuNzksNC42MkwxNC4wMywxMkgxNFoiIC8+CiAgPC9nPgogIDxnIGNsYXNzPSJqcC1pY29uLWRvdCIgZmlsbD0iI0ZGRiI+CiAgICA8Y2lyY2xlIGN4PSIxOCIgY3k9IjE3IiByPSIzIj48L2NpcmNsZT4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-filter: url(data:image/svg+xml;base64,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);
--jp-icon-folder-favorite: url(data:image/svg+xml;base64,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);
--jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=);
--jp-icon-home: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjRweCIgdmlld0JveD0iMCAwIDI0IDI0IiB3aWR0aD0iMjRweCIgZmlsbD0iIzAwMDAwMCI+CiAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPjxwYXRoIGNsYXNzPSJqcC1pY29uMyBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xMCAyMHYtNmg0djZoNXYtOGgzTDEyIDMgMiAxMmgzdjh6Ii8+Cjwvc3ZnPgo=);
--jp-icon-html5: url(data:image/svg+xml;base64,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);
--jp-icon-image: url(data:image/svg+xml;base64,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);
--jp-icon-info: url(data:image/svg+xml;base64,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);
--jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaW5zcGVjdG9yLWljb24tY29sb3IganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
--jp-icon-json: url(data:image/svg+xml;base64,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);
--jp-icon-julia: url(data:image/svg+xml;base64,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);
--jp-icon-jupyter-favicon: url(data:image/svg+xml;base64,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);
--jp-icon-jupyter: url(data:image/svg+xml;base64,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);
--jp-icon-jupyterlab-wordmark: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyMDAiIHZpZXdCb3g9IjAgMCAxODYwLjggNDc1Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0RTRFNEUiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ4MC4xMzY0MDEsIDY0LjI3MTQ5MykiPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMC4wMDAwMDAsIDU4Ljg3NTU2NikiPgogICAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgwLjA4NzYwMywgMC4xNDAyOTQpIj4KICAgICAgICA8cGF0aCBkPSJNLTQyNi45LDE2OS44YzAsNDguNy0zLjcsNjQuNy0xMy42LDc2LjRjLTEwLjgsMTAtMjUsMTUuNS0zOS43LDE1LjVsMy43LDI5IGMyMi44LDAuMyw0NC44LTcuOSw2MS45LTIzLjFjMTcuOC0xOC41LDI0LTQ0LjEsMjQtODMuM1YwSC00Mjd2MTcwLjFMLTQyNi45LDE2OS44TC00MjYuOSwxNjkuOHoiLz4KICAgICAgPC9nPgogICAgPC9nPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTU1LjA0NTI5NiwgNTYuODM3MTA0KSI+CiAgICAgIDxnIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEuNTYyNDUzLCAxLjc5OTg0MikiPgogICAgICAgIDxwYXRoIGQ9Ik0tMzEyLDE0OGMwLDIxLDAsMzkuNSwxLjcsNTUuNGgtMzEuOGwtMi4xLTMzLjNoLTAuOGMtNi43LDExLjYtMTYuNCwyMS4zLTI4LDI3LjkgYy0xMS42LDYuNi0yNC44LDEwLTM4LjIsOS44Yy0zMS40LDAtNjktMTcuNy02OS04OVYwaDM2LjR2MTEyLjdjMCwzOC43LDExLjYsNjQuNyw0NC42LDY0LjdjMTAuMy0wLjIsMjAuNC0zLjUsMjguOS05LjQgYzguNS01LjksMTUuMS0xNC4zLDE4LjktMjMuOWMyLjItNi4xLDMuMy0xMi41LDMuMy0xOC45VjAuMmgzNi40VjE0OEgtMzEyTC0zMTIsMTQ4eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzOTAuMDEzMzIyLCA1My40Nzk2MzgpIj4KICAgICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMS43MDY0NTgsIDAuMjMxNDI1KSI+CiAgICAgICAgPHBhdGggZD0iTS00NzguNiw3MS40YzAtMjYtMC44LTQ3LTEuNy02Ni43aDMyLjdsMS43LDM0LjhoMC44YzcuMS0xMi41LDE3LjUtMjIuOCwzMC4xLTI5LjcgYzEyLjUtNywyNi43LTEwLjMsNDEtOS44YzQ4LjMsMCw4NC43LDQxLjcsODQuNywxMDMuM2MwLDczLjEtNDMuNywxMDkuMi05MSwxMDkuMmMtMTIuMSwwLjUtMjQuMi0yLjItMzUtNy44IGMtMTAuOC01LjYtMTkuOS0xMy45LTI2LjYtMjQuMmgtMC44VjI5MWgtMzZ2LTIyMEwtNDc4LjYsNzEuNEwtNDc4LjYsNzEuNHogTS00NDIuNiwxMjUuNmMwLjEsNS4xLDAuNiwxMC4xLDEuNywxNS4xIGMzLDEyLjMsOS45LDIzLjMsMTkuOCwzMS4xYzkuOSw3LjgsMjIuMSwxMi4xLDM0LjcsMTIuMWMzOC41LDAsNjAuNy0zMS45LDYwLjctNzguNWMwLTQwLjctMjEuMS03NS42LTU5LjUtNzUuNiBjLTEyLjksMC40LTI1LjMsNS4xLTM1LjMsMTMuNGMtOS45LDguMy0xNi45LDE5LjctMTkuNiwzMi40Yy0xLjUsNC45LTIuMywxMC0yLjUsMTUuMVYxMjUuNkwtNDQyLjYsMTI1LjZMLTQ0Mi42LDEyNS42eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSg2MDYuNzQwNzI2LCA1Ni44MzcxMDQpIj4KICAgICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMC43NTEyMjYsIDEuOTg5Mjk5KSI+CiAgICAgICAgPHBhdGggZD0iTS00NDAuOCwwbDQzLjcsMTIwLjFjNC41LDEzLjQsOS41LDI5LjQsMTIuOCw0MS43aDAuOGMzLjctMTIuMiw3LjktMjcuNywxMi44LTQyLjQgbDM5LjctMTE5LjJoMzguNUwtMzQ2LjksMTQ1Yy0yNiw2OS43LTQzLjcsMTA1LjQtNjguNiwxMjcuMmMtMTIuNSwxMS43LTI3LjksMjAtNDQuNiwyMy45bC05LjEtMzEuMSBjMTEuNy0zLjksMjIuNS0xMC4xLDMxLjgtMTguMWMxMy4yLTExLjEsMjMuNy0yNS4yLDMwLjYtNDEuMmMxLjUtMi44LDIuNS01LjcsMi45LTguOGMtMC4zLTMuMy0xLjItNi42LTIuNS05LjdMLTQ4MC4yLDAuMSBoMzkuN0wtNDQwLjgsMEwtNDQwLjgsMHoiLz4KICAgICAgPC9nPgogICAgPC9nPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoODIyLjc0ODEwNCwgMC4wMDAwMDApIj4KICAgICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMS40NjQwNTAsIDAuMzc4OTE0KSI+CiAgICAgICAgPHBhdGggZD0iTS00MTMuNywwdjU4LjNoNTJ2MjguMmgtNTJWMTk2YzAsMjUsNywzOS41LDI3LjMsMzkuNWM3LjEsMC4xLDE0LjItMC43LDIxLjEtMi41IGwxLjcsMjcuN2MtMTAuMywzLjctMjEuMyw1LjQtMzIuMiw1Yy03LjMsMC40LTE0LjYtMC43LTIxLjMtMy40Yy02LjgtMi43LTEyLjktNi44LTE3LjktMTIuMWMtMTAuMy0xMC45LTE0LjEtMjktMTQuMS01Mi45IFY4Ni41aC0zMVY1OC4zaDMxVjkuNkwtNDEzLjcsMEwtNDEzLjcsMHoiLz4KICAgICAgPC9nPgogICAgPC9nPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoOTc0LjQzMzI4NiwgNTMuNDc5NjM4KSI+CiAgICAgIDxnIHRyYW5zZm9ybT0idHJhbnNsYXRlKDAuOTkwMDM0LCAwLjYxMDMzOSkiPgogICAgICAgIDxwYXRoIGQ9Ik0tNDQ1LjgsMTEzYzAuOCw1MCwzMi4yLDcwLjYsNjguNiw3MC42YzE5LDAuNiwzNy45LTMsNTUuMy0xMC41bDYuMiwyNi40IGMtMjAuOSw4LjktNDMuNSwxMy4xLTY2LjIsMTIuNmMtNjEuNSwwLTk4LjMtNDEuMi05OC4zLTEwMi41Qy00ODAuMiw0OC4yLTQ0NC43LDAtMzg2LjUsMGM2NS4yLDAsODIuNyw1OC4zLDgyLjcsOTUuNyBjLTAuMSw1LjgtMC41LDExLjUtMS4yLDE3LjJoLTE0MC42SC00NDUuOEwtNDQ1LjgsMTEzeiBNLTMzOS4yLDg2LjZjMC40LTIzLjUtOS41LTYwLjEtNTAuNC02MC4xIGMtMzYuOCwwLTUyLjgsMzQuNC01NS43LDYwLjFILTMzOS4yTC0zMzkuMiw4Ni42TC0zMzkuMiw4Ni42eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMjAxLjk2MTA1OCwgNTMuNDc5NjM4KSI+CiAgICAgIDxnIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEuMTc5NjQwLCAwLjcwNTA2OCkiPgogICAgICAgIDxwYXRoIGQ9Ik0tNDc4LjYsNjhjMC0yMy45LTAuNC00NC41LTEuNy02My40aDMxLjhsMS4yLDM5LjloMS43YzkuMS0yNy4zLDMxLTQ0LjUsNTUuMy00NC41IGMzLjUtMC4xLDcsMC40LDEwLjMsMS4ydjM0LjhjLTQuMS0wLjktOC4yLTEuMy0xMi40LTEuMmMtMjUuNiwwLTQzLjcsMTkuNy00OC43LDQ3LjRjLTEsNS43LTEuNiwxMS41LTEuNywxNy4ydjEwOC4zaC0zNlY2OCBMLTQ3OC42LDY4eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCIgZmlsbD0iI0YzNzcyNiI+CiAgICA8cGF0aCBkPSJNMTM1Mi4zLDMyNi4yaDM3VjI4aC0zN1YzMjYuMnogTTE2MDQuOCwzMjYuMmMtMi41LTEzLjktMy40LTMxLjEtMy40LTQ4Ljd2LTc2IGMwLTQwLjctMTUuMS04My4xLTc3LjMtODMuMWMtMjUuNiwwLTUwLDcuMS02Ni44LDE4LjFsOC40LDI0LjRjMTQuMy05LjIsMzQtMTUuMSw1My0xNS4xYzQxLjYsMCw0Ni4yLDMwLjIsNDYuMiw0N3Y0LjIgYy03OC42LTAuNC0xMjIuMywyNi41LTEyMi4zLDc1LjZjMCwyOS40LDIxLDU4LjQsNjIuMiw1OC40YzI5LDAsNTAuOS0xNC4zLDYyLjItMzAuMmgxLjNsMi45LDI1LjZIMTYwNC44eiBNMTU2NS43LDI1Ny43IGMwLDMuOC0wLjgsOC0yLjEsMTEuOGMtNS45LDE3LjItMjIuNywzNC00OS4yLDM0Yy0xOC45LDAtMzQuOS0xMS4zLTM0LjktMzUuM2MwLTM5LjUsNDUuOC00Ni42LDg2LjItNDUuOFYyNTcuN3ogTTE2OTguNSwzMjYuMiBsMS43LTMzLjZoMS4zYzE1LjEsMjYuOSwzOC43LDM4LjIsNjguMSwzOC4yYzQ1LjQsMCw5MS4yLTM2LjEsOTEuMi0xMDguOGMwLjQtNjEuNy0zNS4zLTEwMy43LTg1LjctMTAzLjcgYy0zMi44LDAtNTYuMywxNC43LTY5LjMsMzcuNGgtMC44VjI4aC0zNi42djI0NS43YzAsMTguMS0wLjgsMzguNi0xLjcsNTIuNUgxNjk4LjV6IE0xNzA0LjgsMjA4LjJjMC01LjksMS4zLTEwLjksMi4xLTE1LjEgYzcuNi0yOC4xLDMxLjEtNDUuNCw1Ni4zLTQ1LjRjMzkuNSwwLDYwLjUsMzQuOSw2MC41LDc1LjZjMCw0Ni42LTIzLjEsNzguMS02MS44LDc4LjFjLTI2LjksMC00OC4zLTE3LjYtNTUuNS00My4zIGMtMC44LTQuMi0xLjctOC44LTEuNy0xMy40VjIwOC4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
--jp-icon-keyboard: url(data:image/svg+xml;base64,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);
--jp-icon-launch: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMzIgMzIiIHdpZHRoPSIzMiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik0yNiwyOEg2YTIuMDAyNywyLjAwMjcsMCwwLDEtMi0yVjZBMi4wMDI3LDIuMDAyNywwLDAsMSw2LDRIMTZWNkg2VjI2SDI2VjE2aDJWMjZBMi4wMDI3LDIuMDAyNywwLDAsMSwyNiwyOFoiLz4KICAgIDxwb2x5Z29uIHBvaW50cz0iMjAgMiAyMCA0IDI2LjU4NiA0IDE4IDEyLjU4NiAxOS40MTQgMTQgMjggNS40MTQgMjggMTIgMzAgMTIgMzAgMiAyMCAyIi8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
--jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
--jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4K);
--jp-icon-markdown: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDAganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjN0IxRkEyIiBkPSJNNSAxNC45aDEybC02LjEgNnptOS40LTYuOGMwLTEuMy0uMS0yLjktLjEtNC41LS40IDEuNC0uOSAyLjktMS4zIDQuM2wtMS4zIDQuM2gtMkw4LjUgNy45Yy0uNC0xLjMtLjctMi45LTEtNC4zLS4xIDEuNi0uMSAzLjItLjIgNC42TDcgMTIuNEg0LjhsLjctMTFoMy4zTDEwIDVjLjQgMS4yLjcgMi43IDEgMy45LjMtMS4yLjctMi42IDEtMy45bDEuMi0zLjdoMy4zbC42IDExaC0yLjRsLS4zLTQuMnoiLz4KPC9zdmc+Cg==);
--jp-icon-move-down: url(data:image/svg+xml;base64,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);
--jp-icon-move-up: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTQiIGhlaWdodD0iMTQiIHZpZXdCb3g9IjAgMCAxNCAxNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggY2xhc3M9ImpwLWljb24zIiBkPSJNMS41Mjg5OSA2LjQ3MTAxQzEuMjM2ODQgNi43NjMxNiAxLjIzNjg0IDcuMjM2ODQgMS41Mjg5OSA3LjUyODk5VjcuNTI4OTlDMS44MjA5NSA3LjgyMDk1IDIuMjk0MjYgNy44MjExNiAyLjU4NjQ5IDcuNTI5NDZMNi4yNSAzLjg3MjVWMTIuMjVDNi4yNSAxMi42NjQyIDYuNTg1NzkgMTMgNyAxM1YxM0M3LjQxNDIxIDEzIDcuNzUgMTIuNjY0MiA3Ljc1IDEyLjI1VjMuODcyNUwxMS40MDI3IDcuNTMxNzhDMTEuNjk2NiA3LjgyNjE5IDEyLjE3MzYgNy44MjY0MSAxMi40Njc3IDcuNTMyMjZWNy41MzIyNkMxMi43NjE3IDcuMjM4MyAxMi43NjE3IDYuNzYxNyAxMi40Njc3IDYuNDY3NzRMNy43MDcxMSAxLjcwNzExQzcuMzE2NTggMS4zMTY1OCA2LjY4MzQyIDEuMzE2NTggNi4yOTI4OSAxLjcwNzExTDEuNTI4OTkgNi40NzEwMVoiIGZpbGw9IiM2MTYxNjEiLz4KPC9zdmc+Cg==);
--jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
--jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtbm90ZWJvb2staWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
--jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-palette: url(data:image/svg+xml;base64,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);
--jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
--jp-icon-pdf: url(data:image/svg+xml;base64,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);
--jp-icon-python: url(data:image/svg+xml;base64,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);
--jp-icon-r-kernel: url(data:image/svg+xml;base64,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);
--jp-icon-react: url(data:image/svg+xml;base64,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);
--jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-regex: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0MTQxNDEiPgogICAgPHJlY3QgeD0iMiIgeT0iMiIgd2lkdGg9IjE2IiBoZWlnaHQ9IjE2Ii8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi1hY2NlbnQyIiBmaWxsPSIjRkZGIj4KICAgIDxjaXJjbGUgY2xhc3M9InN0MiIgY3g9IjUuNSIgY3k9IjE0LjUiIHI9IjEuNSIvPgogICAgPHJlY3QgeD0iMTIiIHk9IjQiIGNsYXNzPSJzdDIiIHdpZHRoPSIxIiBoZWlnaHQ9IjgiLz4KICAgIDxyZWN0IHg9IjguNSIgeT0iNy41IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjg2NiAtMC41IDAuNSAwLjg2NiAtMi4zMjU1IDcuMzIxOSkiIGNsYXNzPSJzdDIiIHdpZHRoPSI4IiBoZWlnaHQ9IjEiLz4KICAgIDxyZWN0IHg9IjEyIiB5PSI0IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjUgLTAuODY2IDAuODY2IDAuNSAtMC42Nzc5IDE0LjgyNTIpIiBjbGFzcz0ic3QyIiB3aWR0aD0iMSIgaGVpZ2h0PSI4Ii8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
--jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
--jp-icon-search: url(data:image/svg+xml;base64,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);
--jp-icon-settings: url(data:image/svg+xml;base64,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);
--jp-icon-share: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTSAxOCAyIEMgMTYuMzU0OTkgMiAxNSAzLjM1NDk5MDQgMTUgNSBDIDE1IDUuMTkwOTUyOSAxNS4wMjE3OTEgNS4zNzcxMjI0IDE1LjA1NjY0MSA1LjU1ODU5MzggTCA3LjkyMTg3NSA5LjcyMDcwMzEgQyA3LjM5ODUzOTkgOS4yNzc4NTM5IDYuNzMyMDc3MSA5IDYgOSBDIDQuMzU0OTkwNCA5IDMgMTAuMzU0OTkgMyAxMiBDIDMgMTMuNjQ1MDEgNC4zNTQ5OTA0IDE1IDYgMTUgQyA2LjczMjA3NzEgMTUgNy4zOTg1Mzk5IDE0LjcyMjE0NiA3LjkyMTg3NSAxNC4yNzkyOTcgTCAxNS4wNTY2NDEgMTguNDM5NDUzIEMgMTUuMDIxNTU1IDE4LjYyMTUxNCAxNSAxOC44MDgzODYgMTUgMTkgQyAxNSAyMC42NDUwMSAxNi4zNTQ5OSAyMiAxOCAyMiBDIDE5LjY0NTAxIDIyIDIxIDIwLjY0NTAxIDIxIDE5IEMgMjEgMTcuMzU0OTkgMTkuNjQ1MDEgMTYgMTggMTYgQyAxNy4yNjc0OCAxNiAxNi42MDE1OTMgMTYuMjc5MzI4IDE2LjA3ODEyNSAxNi43MjI2NTYgTCA4Ljk0MzM1OTQgMTIuNTU4NTk0IEMgOC45NzgyMDk1IDEyLjM3NzEyMiA5IDEyLjE5MDk1MyA5IDEyIEMgOSAxMS44MDkwNDcgOC45NzgyMDk1IDExLjYyMjg3OCA4Ljk0MzM1OTQgMTEuNDQxNDA2IEwgMTYuMDc4MTI1IDcuMjc5Mjk2OSBDIDE2LjYwMTQ2IDcuNzIyMTQ2MSAxNy4yNjc5MjMgOCAxOCA4IEMgMTkuNjQ1MDEgOCAyMSA2LjY0NTAwOTYgMjEgNSBDIDIxIDMuMzU0OTkwNCAxOS42NDUwMSAyIDE4IDIgeiBNIDE4IDQgQyAxOC41NjQxMjkgNCAxOSA0LjQzNTg3MDYgMTkgNSBDIDE5IDUuNTY0MTI5NCAxOC41NjQxMjkgNiAxOCA2IEMgMTcuNDM1ODcxIDYgMTcgNS41NjQxMjk0IDE3IDUgQyAxNyA0LjQzNTg3MDYgMTcuNDM1ODcxIDQgMTggNCB6IE0gNiAxMSBDIDYuNTY0MTI5NCAxMSA3IDExLjQzNTg3MSA3IDEyIEMgNyAxMi41NjQxMjkgNi41NjQxMjk0IDEzIDYgMTMgQyA1LjQzNTg3MDYgMTMgNSAxMi41NjQxMjkgNSAxMiBDIDUgMTEuNDM1ODcxIDUuNDM1ODcwNiAxMSA2IDExIHogTSAxOCAxOCBDIDE4LjU2NDEyOSAxOCAxOSAxOC40MzU4NzEgMTkgMTkgQyAxOSAxOS41NjQxMjkgMTguNTY0MTI5IDIwIDE4IDIwIEMgMTcuNDM1ODcxIDIwIDE3IDE5LjU2NDEyOSAxNyAxOSBDIDE3IDE4LjQzNTg3MSAxNy40MzU4NzEgMTggMTggMTggeiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
--jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
--jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4K);
--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,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtdGV4dC1lZGl0b3ItaWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xNSAxNUgzdjJoMTJ2LTJ6bTAtOEgzdjJoMTJWN3pNMyAxM2gxOHYtMkgzdjJ6bTAgOGgxOHYtMkgzdjJ6TTMgM3YyaDE4VjNIM3oiLz4KPC9zdmc+Cg==);
--jp-icon-toc: url(data:image/svg+xml;base64,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);
--jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K);
--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-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-users: url(data:image/svg+xml;base64,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);
--jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-word: url(data:image/svg+xml;base64,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);
--jp-icon-yaml: url(data:image/svg+xml;base64,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);
}
/* Icon CSS class declarations */
.jp-AddAboveIcon {
background-image: var(--jp-icon-add-above);
}
.jp-AddBelowIcon {
background-image: var(--jp-icon-add-below);
}
.jp-AddIcon {
background-image: var(--jp-icon-add);
}
.jp-BellIcon {
background-image: var(--jp-icon-bell);
}
.jp-BugDotIcon {
background-image: var(--jp-icon-bug-dot);
}
.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-CodeCheckIcon {
background-image: var(--jp-icon-code-check);
}
.jp-CodeIcon {
background-image: var(--jp-icon-code);
}
.jp-CollapseAllIcon {
background-image: var(--jp-icon-collapse-all);
}
.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-DeleteIcon {
background-image: var(--jp-icon-delete);
}
.jp-DownloadIcon {
background-image: var(--jp-icon-download);
}
.jp-DuplicateIcon {
background-image: var(--jp-icon-duplicate);
}
.jp-EditIcon {
background-image: var(--jp-icon-edit);
}
.jp-EllipsesIcon {
background-image: var(--jp-icon-ellipses);
}
.jp-ErrorIcon {
background-image: var(--jp-icon-error);
}
.jp-ExpandAllIcon {
background-image: var(--jp-icon-expand-all);
}
.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-FilterDotIcon {
background-image: var(--jp-icon-filter-dot);
}
.jp-FilterIcon {
background-image: var(--jp-icon-filter);
}
.jp-FilterListIcon {
background-image: var(--jp-icon-filter-list);
}
.jp-FolderFavoriteIcon {
background-image: var(--jp-icon-folder-favorite);
}
.jp-FolderIcon {
background-image: var(--jp-icon-folder);
}
.jp-HomeIcon {
background-image: var(--jp-icon-home);
}
.jp-Html5Icon {
background-image: var(--jp-icon-html5);
}
.jp-ImageIcon {
background-image: var(--jp-icon-image);
}
.jp-InfoIcon {
background-image: var(--jp-icon-info);
}
.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-LaunchIcon {
background-image: var(--jp-icon-launch);
}
.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-MarkdownIcon {
background-image: var(--jp-icon-markdown);
}
.jp-MoveDownIcon {
background-image: var(--jp-icon-move-down);
}
.jp-MoveUpIcon {
background-image: var(--jp-icon-move-up);
}
.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-ShareIcon {
background-image: var(--jp-icon-share);
}
.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-UserIcon {
background-image: var(--jp-icon-user);
}
.jp-UsersIcon {
background-image: var(--jp-icon-users);
}
.jp-VegaIcon {
background-image: var(--jp-icon-vega);
}
.jp-WordIcon {
background-image: var(--jp-icon-word);
}
.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.
|----------------------------------------------------------------------------*/
.lm-TabBar .lm-TabBar-addButton {
align-items: center;
display: flex;
padding: 4px;
padding-bottom: 5px;
margin-right: 1px;
background-color: var(--jp-layout-color2);
}
.lm-TabBar .lm-TabBar-addButton:hover {
background-color: var(--jp-layout-color1);
}
.lm-DockPanel-tabBar .lm-TabBar-tab {
width: var(--jp-private-horizontal-tab-width);
}
.lm-DockPanel-tabBar .lm-TabBar-content {
flex: unset;
}
.lm-DockPanel-tabBar[data-orientation='horizontal'] {
flex: 1 1 auto;
}
/*-----------------------------------------------------------------------------
| 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);
}
.jp-icon-dot[fill] {
fill: var(--jp-warn-color0);
}
.jp-jupyter-icon-color[fill] {
fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0));
}
.jp-notebook-icon-color[fill] {
fill: var(--jp-notebook-icon-color, var(--jp-warn-color0));
}
.jp-json-icon-color[fill] {
fill: var(--jp-json-icon-color, var(--jp-warn-color1));
}
.jp-console-icon-color[fill] {
fill: var(--jp-console-icon-color, white);
}
.jp-console-icon-background-color[fill] {
fill: var(--jp-console-icon-background-color, var(--jp-brand-color1));
}
.jp-terminal-icon-color[fill] {
fill: var(--jp-terminal-icon-color, var(--jp-layout-color2));
}
.jp-terminal-icon-background-color[fill] {
fill: var(
--jp-terminal-icon-background-color,
var(--jp-inverse-layout-color2)
);
}
.jp-text-editor-icon-color[fill] {
fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout-color3));
}
.jp-inspector-icon-color[fill] {
fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout-color3));
}
/* 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);
}
/* stylelint-disable selector-max-class, selector-max-compound-selectors */
/**
* 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);
}
/* stylelint-enable selector-max-class, selector-max-compound-selectors */
/* 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) .jp-icon-hoverShow-content {
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-IFrame {
width: 100%;
height: 100%;
}
.jp-IFrame > iframe {
border: none;
}
/*
When drag events occur, `lm-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;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-HoverBox {
position: fixed;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-FormGroup-content fieldset {
border: none;
padding: 0;
min-width: 0;
width: 100%;
}
/* stylelint-disable selector-max-type */
.jp-FormGroup-content fieldset .jp-inputFieldWrapper input,
.jp-FormGroup-content fieldset .jp-inputFieldWrapper select,
.jp-FormGroup-content fieldset .jp-inputFieldWrapper textarea {
font-size: var(--jp-content-font-size2);
border-color: var(--jp-input-border-color);
border-style: solid;
border-radius: var(--jp-border-radius);
border-width: 1px;
padding: 6px 8px;
background: none;
color: var(--jp-ui-font-color0);
height: inherit;
}
.jp-FormGroup-content fieldset input[type='checkbox'] {
position: relative;
top: 2px;
margin-left: 0;
}
.jp-FormGroup-content button.jp-mod-styled {
cursor: pointer;
}
.jp-FormGroup-content .checkbox label {
cursor: pointer;
font-size: var(--jp-content-font-size1);
}
.jp-FormGroup-content .jp-root > fieldset > legend {
display: none;
}
.jp-FormGroup-content .jp-root > fieldset > p {
display: none;
}
/** copy of `input.jp-mod-styled:focus` style */
.jp-FormGroup-content fieldset input:focus,
.jp-FormGroup-content fieldset select:focus {
-moz-outline-radius: unset;
outline: var(--jp-border-width) solid var(--md-blue-500);
outline-offset: -1px;
box-shadow: inset 0 0 4px var(--md-blue-300);
}
.jp-FormGroup-content fieldset input:hover:not(:focus),
.jp-FormGroup-content fieldset select:hover:not(:focus) {
background-color: var(--jp-border-color2);
}
/* stylelint-enable selector-max-type */
.jp-FormGroup-content .checkbox .field-description {
/* Disable default description field for checkbox:
because other widgets do not have description fields,
we add descriptions to each widget on the field level.
*/
display: none;
}
.jp-FormGroup-content #root__description {
display: none;
}
.jp-FormGroup-content .jp-modifiedIndicator {
width: 5px;
background-color: var(--jp-brand-color2);
margin-top: 0;
margin-left: calc(var(--jp-private-settingeditor-modifier-indent) * -1);
flex-shrink: 0;
}
.jp-FormGroup-content .jp-modifiedIndicator.jp-errorIndicator {
background-color: var(--jp-error-color0);
margin-right: 0.5em;
}
/* RJSF ARRAY style */
.jp-arrayFieldWrapper legend {
font-size: var(--jp-content-font-size2);
color: var(--jp-ui-font-color0);
flex-basis: 100%;
padding: 4px 0;
font-weight: var(--jp-content-heading-font-weight);
border-bottom: 1px solid var(--jp-border-color2);
}
.jp-arrayFieldWrapper .field-description {
padding: 4px 0;
white-space: pre-wrap;
}
.jp-arrayFieldWrapper .array-item {
width: 100%;
border: 1px solid var(--jp-border-color2);
border-radius: 4px;
margin: 4px;
}
.jp-ArrayOperations {
display: flex;
margin-left: 8px;
}
.jp-ArrayOperationsButton {
margin: 2px;
}
.jp-ArrayOperationsButton .jp-icon3[fill] {
fill: var(--jp-ui-font-color0);
}
button.jp-ArrayOperationsButton.jp-mod-styled:disabled {
cursor: not-allowed;
opacity: 0.5;
}
/* RJSF form validation error */
.jp-FormGroup-content .validationErrors {
color: var(--jp-error-color0);
}
/* Hide panel level error as duplicated the field level error */
.jp-FormGroup-content .panel.errors {
display: none;
}
/* RJSF normal content (settings-editor) */
.jp-FormGroup-contentNormal {
display: flex;
align-items: center;
flex-wrap: wrap;
}
.jp-FormGroup-contentNormal .jp-FormGroup-contentItem {
margin-left: 7px;
color: var(--jp-ui-font-color0);
}
.jp-FormGroup-contentNormal .jp-FormGroup-description {
flex-basis: 100%;
padding: 4px 7px;
}
.jp-FormGroup-contentNormal .jp-FormGroup-default {
flex-basis: 100%;
padding: 4px 7px;
}
.jp-FormGroup-contentNormal .jp-FormGroup-fieldLabel {
font-size: var(--jp-content-font-size1);
font-weight: normal;
min-width: 120px;
}
.jp-FormGroup-contentNormal fieldset:not(:first-child) {
margin-left: 7px;
}
.jp-FormGroup-contentNormal .field-array-of-string .array-item {
/* Display `jp-ArrayOperations` buttons side-by-side with content except
for small screens where flex-wrap will place them one below the other.
*/
display: flex;
align-items: center;
flex-wrap: wrap;
}
.jp-FormGroup-contentNormal .jp-objectFieldWrapper .form-group {
padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
margin-top: 2px;
}
/* RJSF compact content (metadata-form) */
.jp-FormGroup-content.jp-FormGroup-contentCompact {
width: 100%;
}
.jp-FormGroup-contentCompact .form-group {
display: flex;
padding: 0.5em 0.2em 0.5em 0;
}
.jp-FormGroup-contentCompact
.jp-FormGroup-compactTitle
.jp-FormGroup-description {
font-size: var(--jp-ui-font-size1);
color: var(--jp-ui-font-color2);
}
.jp-FormGroup-contentCompact .jp-FormGroup-fieldLabel {
padding-bottom: 0.3em;
}
.jp-FormGroup-contentCompact .jp-inputFieldWrapper .form-control {
width: 100%;
box-sizing: border-box;
}
.jp-FormGroup-contentCompact .jp-arrayFieldWrapper .jp-FormGroup-compactTitle {
padding-bottom: 7px;
}
.jp-FormGroup-contentCompact
.jp-objectFieldWrapper
.jp-objectFieldWrapper
.form-group {
padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
margin-top: 2px;
}
.jp-FormGroup-contentCompact ul.error-detail {
margin-block-start: 0.5em;
margin-block-end: 0.5em;
padding-inline-start: 1em;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-SidePanel {
display: flex;
flex-direction: column;
min-width: var(--jp-sidebar-min-width);
overflow-y: auto;
color: var(--jp-ui-font-color1);
background: var(--jp-layout-color1);
font-size: var(--jp-ui-font-size1);
}
.jp-SidePanel-header {
flex: 0 0 auto;
display: flex;
border-bottom: var(--jp-border-width) solid var(--jp-border-color2);
font-size: var(--jp-ui-font-size0);
font-weight: 600;
letter-spacing: 1px;
margin: 0;
padding: 2px;
text-transform: uppercase;
}
.jp-SidePanel-toolbar {
flex: 0 0 auto;
}
.jp-SidePanel-content {
flex: 1 1 auto;
}
.jp-SidePanel-toolbar,
.jp-AccordionPanel-toolbar {
height: var(--jp-private-toolbar-height);
}
.jp-SidePanel-toolbar.jp-Toolbar-micro {
display: none;
}
.lm-AccordionPanel .jp-AccordionPanel-title {
box-sizing: border-box;
line-height: 25px;
margin: 0;
display: flex;
align-items: center;
background: var(--jp-layout-color1);
color: var(--jp-ui-font-color1);
border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
box-shadow: var(--jp-toolbar-box-shadow);
font-size: var(--jp-ui-font-size0);
}
.jp-AccordionPanel-title {
cursor: pointer;
user-select: none;
-moz-user-select: none;
-webkit-user-select: none;
text-transform: uppercase;
}
.lm-AccordionPanel[data-orientation='horizontal'] > .jp-AccordionPanel-title {
/* Title is rotated for horizontal accordion panel using CSS */
display: block;
transform-origin: top left;
transform: rotate(-90deg) translate(-100%);
}
.jp-AccordionPanel-title .lm-AccordionPanel-titleLabel {
user-select: none;
text-overflow: ellipsis;
white-space: nowrap;
overflow: hidden;
}
.jp-AccordionPanel-title .lm-AccordionPanel-titleCollapser {
transform: rotate(-90deg);
margin: auto 0;
height: 16px;
}
.jp-AccordionPanel-title.lm-mod-expanded .lm-AccordionPanel-titleCollapser {
transform: rotate(0deg);
}
.lm-AccordionPanel .jp-AccordionPanel-toolbar {
background: none;
box-shadow: none;
border: none;
margin-left: auto;
}
.lm-AccordionPanel .lm-SplitPanel-handle:hover {
background: var(--jp-layout-color3);
}
.jp-text-truncated {
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
/*-----------------------------------------------------------------------------
| 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;
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: 0 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-select-wrapper {
display: flex;
position: relative;
flex-direction: column;
padding: 1px;
background-color: var(--jp-layout-color1);
box-sizing: border-box;
margin-bottom: 12px;
}
.jp-select-wrapper:not(.multiple) {
height: 28px;
}
.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 {
cursor: pointer;
color: var(--jp-ui-font-color0);
background-color: var(--jp-input-hover-background);
box-shadow: inset 0 0 1px rgba(0, 0, 0, 0.5);
}
select.jp-mod-styled {
flex: 1 1 auto;
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: 0;
outline: none;
appearance: none;
-webkit-appearance: none;
-moz-appearance: none;
}
select.jp-mod-styled:not([multiple]) {
height: 32px;
}
select.jp-mod-styled[multiple] {
max-height: 200px;
overflow-y: auto;
}
/*-----------------------------------------------------------------------------
| 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;
font-family: var(--jp-ui-font-family);
}
.jp-switch-track {
cursor: pointer;
background-color: var(--jp-switch-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: 0;
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-switch-true-position-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) 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: 8;
overflow-x: hidden;
}
/* 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: 0;
margin: 0;
}
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: 0 6px;
margin: 0;
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: 0;
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);
font-family: var(--jp-ui-font-family);
}
#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) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-WindowedPanel-outer {
position: relative;
overflow-y: auto;
}
.jp-WindowedPanel-inner {
position: relative;
}
.jp-WindowedPanel-window {
position: absolute;
left: 0;
right: 0;
overflow: visible;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/* Sibling imports */
body {
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
}
/* Disable native link decoration styles everywhere outside of dialog boxes */
a {
text-decoration: unset;
color: unset;
}
a:hover {
text-decoration: unset;
color: unset;
}
/* Accessibility for links inside dialog box text */
.jp-Dialog-content a {
text-decoration: revert;
color: var(--jp-content-link-color);
}
.jp-Dialog-content a:hover {
text-decoration: revert;
}
/* Styles for ui-components */
.jp-Button {
color: var(--jp-ui-font-color2);
border-radius: var(--jp-border-radius);
padding: 0 12px;
font-size: var(--jp-ui-font-size1);
/* Copy from blueprint 3 */
display: inline-flex;
flex-direction: row;
border: none;
cursor: pointer;
align-items: center;
justify-content: center;
text-align: left;
vertical-align: middle;
min-height: 30px;
min-width: 30px;
}
.jp-Button:disabled {
cursor: not-allowed;
}
.jp-Button:empty {
padding: 0 !important;
}
.jp-Button.jp-mod-small {
min-height: 24px;
min-width: 24px;
font-size: 12px;
padding: 0 7px;
}
/* Use our own theme for hover styles */
.jp-Button.jp-mod-minimal:hover {
background-color: var(--jp-layout-color2);
}
.jp-Button.jp-mod-minimal {
background: none;
}
.jp-InputGroup {
display: block;
position: relative;
}
.jp-InputGroup input {
box-sizing: border-box;
border: none;
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);
padding-bottom: 0;
padding-top: 0;
padding-left: 10px;
padding-right: 28px;
position: relative;
width: 100%;
-webkit-appearance: none;
-moz-appearance: none;
appearance: none;
font-size: 14px;
font-weight: 400;
height: 30px;
line-height: 30px;
outline: none;
vertical-align: middle;
}
.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:disabled {
cursor: not-allowed;
resize: block;
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color2);
}
.jp-InputGroup input:disabled ~ span {
cursor: not-allowed;
color: var(--jp-ui-font-color2);
}
.jp-InputGroup input::placeholder,
input::placeholder {
color: var(--jp-ui-font-color2);
}
.jp-InputGroupAction {
position: absolute;
bottom: 1px;
right: 0;
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);
font-family: var(--jp-ui-font-family);
height: 24px;
line-height: 14px;
padding: 0 25px 0 10px;
text-align: left;
-moz-appearance: none;
-webkit-appearance: none;
}
.jp-HTMLSelect.jp-DefaultStyle select:disabled {
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color2);
cursor: not-allowed;
resize: block;
}
.jp-HTMLSelect.jp-DefaultStyle select:disabled ~ span {
cursor: not-allowed;
}
/* Use our own theme for hover and option styles */
/* stylelint-disable-next-line selector-max-type */
.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.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/
.jp-StatusBar-Widget {
display: flex;
align-items: center;
background: var(--jp-layout-color2);
min-height: var(--jp-statusbar-height);
justify-content: space-between;
padding: 0 10px;
}
.jp-StatusBar-Left {
display: flex;
align-items: center;
flex-direction: row;
}
.jp-StatusBar-Middle {
display: flex;
align-items: center;
}
.jp-StatusBar-Right {
display: flex;
align-items: center;
flex-direction: row-reverse;
}
.jp-StatusBar-Item {
max-height: var(--jp-statusbar-height);
margin: 0 2px;
height: var(--jp-statusbar-height);
white-space: nowrap;
text-overflow: ellipsis;
color: var(--jp-ui-font-color1);
padding: 0 6px;
}
.jp-mod-highlighted:hover {
background-color: var(--jp-layout-color3);
}
.jp-mod-clicked {
background-color: var(--jp-brand-color1);
}
.jp-mod-clicked:hover {
background-color: var(--jp-brand-color0);
}
.jp-mod-clicked .jp-StatusBar-TextItem {
color: var(--jp-ui-inverse-font-color1);
}
.jp-StatusBar-HoverItem {
box-shadow: '0px 4px 4px rgba(0, 0, 0, 0.25)';
}
.jp-StatusBar-TextItem {
font-size: var(--jp-ui-font-size1);
font-family: var(--jp-ui-font-family);
line-height: 24px;
color: var(--jp-ui-font-color1);
}
.jp-StatusBar-GroupItem {
display: flex;
align-items: center;
flex-direction: row;
}
.jp-Statusbar-ProgressCircle svg {
display: block;
margin: 0 auto;
width: 16px;
height: 24px;
align-self: normal;
}
.jp-Statusbar-ProgressCircle path {
fill: var(--jp-inverse-layout-color3);
}
.jp-Statusbar-ProgressBar-progress-bar {
height: 10px;
width: 100px;
border: solid 0.25px var(--jp-brand-color2);
border-radius: 3px;
overflow: hidden;
align-self: center;
}
.jp-Statusbar-ProgressBar-progress-bar > div {
background-color: var(--jp-brand-color2);
background-image: 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%,
transparent
);
background-size: 40px 40px;
float: left;
width: 0%;
height: 100%;
font-size: 12px;
line-height: 14px;
color: #fff;
text-align: center;
animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite;
}
.jp-Statusbar-ProgressBar-progress-bar p {
color: var(--jp-ui-font-color1);
font-family: var(--jp-ui-font-family);
font-size: var(--jp-ui-font-size1);
line-height: 10px;
width: 100px;
}
@keyframes jp-Statusbar-ExecutionTime-progress-bar {
0% {
background-position: 0 0;
}
100% {
background-position: 40px 40px;
}
}
/*-----------------------------------------------------------------------------
| 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: 0;
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: 0 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;
}
.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: 0;
}
.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: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: 0 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: 0;
left: 0;
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 24px 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-content.jp-Dialog-content-small {
max-width: 500px;
}
.jp-Dialog-button {
overflow: visible;
}
button.jp-Dialog-button:focus {
outline: 1px solid var(--jp-brand-color1);
outline-offset: 4px;
-moz-outline-radius: 0;
}
button.jp-Dialog-button:focus::-moz-focus-inner {
border: 0;
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus,
button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus,
button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
outline-offset: 4px;
-moz-outline-radius: 0;
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus {
outline: 1px solid var(--jp-accept-color-normal, var(--jp-brand-color1));
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus {
outline: 1px solid var(--jp-warn-color-normal, var(--jp-error-color1));
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
outline: 1px solid var(--jp-reject-color-normal, var(--md-grey-600));
}
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-color1);
}
.jp-Dialog-body {
display: flex;
flex-direction: column;
flex: 1 1 auto;
font-size: var(--jp-ui-font-size1);
background: var(--jp-layout-color1);
color: var(--jp-ui-font-color1);
overflow: auto;
}
.jp-Dialog-footer {
display: flex;
flex-direction: row;
justify-content: flex-end;
align-items: center;
flex: 0 0 auto;
margin-left: -12px;
margin-right: -12px;
padding: 12px;
}
.jp-Dialog-checkbox {
padding-right: 5px;
}
.jp-Dialog-checkbox > input:focus-visible {
outline: 1px solid var(--jp-input-active-border-color);
outline-offset: 1px;
}
.jp-Dialog-spacer {
flex: 1 1 auto;
}
.jp-Dialog-title {
overflow: hidden;
white-space: nowrap;
text-overflow: ellipsis;
}
.jp-Dialog-body > .jp-select-wrapper {
width: 100%;
}
.jp-Dialog-body > button {
padding: 0 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) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.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;
}
.jp-MainAreaWidget .jp-MainAreaWidget-error {
padding: 6px;
}
.jp-MainAreaWidget .jp-MainAreaWidget-error > pre {
width: auto;
padding: 10px;
background: var(--jp-error-color3);
border: var(--jp-border-width) solid var(--jp-error-color1);
border-radius: var(--jp-border-radius);
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
white-space: pre-wrap;
word-wrap: break-word;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
/**
* 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: #a0f;
--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: #ff0;
--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: #eee;
--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) 2014-2017, 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.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| 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: 0;
padding: 0;
}
.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 */
/* stylelint-disable selector-max-type, selector-max-compound-selectors */
.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: 0;
}
/* stylelint-enable selector-max-type, selector-max-compound-selectors */
.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: var(--jp-ui-font-size1);
table-layout: fixed;
margin-left: auto;
margin-bottom: 1em;
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;
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 p {
text-align: left;
margin: 0;
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);
}
.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: var(--jp-ui-font-size0);
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.
*/
/*-----------------------------------------------------------------------------
| 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.
|----------------------------------------------------------------------------*/
.lm-cursor-backdrop {
position: fixed;
width: 200px;
height: 200px;
margin-top: -100px;
margin-left: -100px;
will-change: transform;
z-index: 100;
}
.lm-mod-drag-image {
will-change: transform;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-lineFormSearch {
padding: 4px 12px;
background-color: var(--jp-layout-color2);
box-shadow: var(--jp-toolbar-box-shadow);
z-index: 2;
font-size: var(--jp-ui-font-size1);
}
.jp-lineFormCaption {
font-size: var(--jp-ui-font-size0);
line-height: var(--jp-ui-font-size1);
margin-top: 4px;
color: var(--jp-ui-font-color0);
}
.jp-baseLineForm {
border: none;
border-radius: 0;
position: absolute;
background-size: 16px;
background-repeat: no-repeat;
background-position: center;
outline: none;
}
.jp-lineFormButtonContainer {
top: 4px;
right: 8px;
height: 24px;
padding: 0 12px;
width: 12px;
}
.jp-lineFormButtonIcon {
top: 0;
right: 0;
background-color: var(--jp-brand-color1);
height: 100%;
width: 100%;
box-sizing: border-box;
padding: 4px 6px;
}
.jp-lineFormButton {
top: 0;
right: 0;
background-color: transparent;
height: 100%;
width: 100%;
box-sizing: border-box;
}
.jp-lineFormWrapper {
overflow: hidden;
padding: 0 8px;
border: 1px solid var(--jp-border-color0);
background-color: var(--jp-input-active-background);
height: 22px;
}
.jp-lineFormWrapperFocusWithin {
border: var(--jp-border-width) solid var(--md-blue-500);
box-shadow: inset 0 0 4px var(--md-blue-300);
}
.jp-lineFormInput {
background: transparent;
width: 200px;
height: 100%;
border: none;
outline: none;
color: var(--jp-ui-font-color0);
line-height: 28px;
}
/*-----------------------------------------------------------------------------
| 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: 0;
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);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-DocumentSearch-input {
border: none;
outline: none;
color: var(--jp-ui-font-color0);
font-size: var(--jp-ui-font-size1);
background-color: var(--jp-layout-color0);
font-family: var(--jp-ui-font-family);
padding: 2px 1px;
resize: none;
}
.jp-DocumentSearch-overlay {
position: absolute;
background-color: var(--jp-toolbar-background);
border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
border-left: var(--jp-border-width) solid var(--jp-toolbar-border-color);
top: 0;
right: 0;
z-index: 7;
min-width: 405px;
padding: 2px;
font-size: var(--jp-ui-font-size1);
--jp-private-document-search-button-height: 20px;
}
.jp-DocumentSearch-overlay button {
background-color: var(--jp-toolbar-background);
outline: 0;
}
.jp-DocumentSearch-overlay button:hover {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-overlay button:active {
background-color: var(--jp-layout-color3);
}
.jp-DocumentSearch-overlay-row {
display: flex;
align-items: center;
margin-bottom: 2px;
}
.jp-DocumentSearch-button-content {
display: inline-block;
cursor: pointer;
box-sizing: border-box;
width: 100%;
height: 100%;
}
.jp-DocumentSearch-button-content svg {
width: 100%;
height: 100%;
}
.jp-DocumentSearch-input-wrapper {
border: var(--jp-border-width) solid var(--jp-border-color0);
display: flex;
background-color: var(--jp-layout-color0);
margin: 2px;
}
.jp-DocumentSearch-input-wrapper:focus-within {
border-color: var(--jp-cell-editor-active-border-color);
}
.jp-DocumentSearch-toggle-wrapper,
.jp-DocumentSearch-button-wrapper {
all: initial;
overflow: hidden;
display: inline-block;
border: none;
box-sizing: border-box;
}
.jp-DocumentSearch-toggle-wrapper {
width: 14px;
height: 14px;
}
.jp-DocumentSearch-button-wrapper {
width: var(--jp-private-document-search-button-height);
height: var(--jp-private-document-search-button-height);
}
.jp-DocumentSearch-toggle-wrapper:focus,
.jp-DocumentSearch-button-wrapper:focus {
outline: var(--jp-border-width) solid
var(--jp-cell-editor-active-border-color);
outline-offset: -1px;
}
.jp-DocumentSearch-toggle-wrapper,
.jp-DocumentSearch-button-wrapper,
.jp-DocumentSearch-button-content:focus {
outline: none;
}
.jp-DocumentSearch-toggle-placeholder {
width: 5px;
}
.jp-DocumentSearch-input-button::before {
display: block;
padding-top: 100%;
}
.jp-DocumentSearch-input-button-off {
opacity: var(--jp-search-toggle-off-opacity);
}
.jp-DocumentSearch-input-button-off:hover {
opacity: var(--jp-search-toggle-hover-opacity);
}
.jp-DocumentSearch-input-button-on {
opacity: var(--jp-search-toggle-on-opacity);
}
.jp-DocumentSearch-index-counter {
padding-left: 10px;
padding-right: 10px;
user-select: none;
min-width: 35px;
display: inline-block;
}
.jp-DocumentSearch-up-down-wrapper {
display: inline-block;
padding-right: 2px;
margin-left: auto;
white-space: nowrap;
}
.jp-DocumentSearch-spacer {
margin-left: auto;
}
.jp-DocumentSearch-up-down-wrapper button {
outline: 0;
border: none;
width: var(--jp-private-document-search-button-height);
height: var(--jp-private-document-search-button-height);
vertical-align: middle;
margin: 1px 5px 2px;
}
.jp-DocumentSearch-up-down-button:hover {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-up-down-button:active {
background-color: var(--jp-layout-color3);
}
.jp-DocumentSearch-filter-button {
border-radius: var(--jp-border-radius);
}
.jp-DocumentSearch-filter-button:hover {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-filter-button-enabled {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-filter-button-enabled:hover {
background-color: var(--jp-layout-color3);
}
.jp-DocumentSearch-search-options {
padding: 0 8px;
margin-left: 3px;
width: 100%;
display: grid;
justify-content: start;
grid-template-columns: 1fr 1fr;
align-items: center;
justify-items: stretch;
}
.jp-DocumentSearch-search-filter-disabled {
color: var(--jp-ui-font-color2);
}
.jp-DocumentSearch-search-filter {
display: flex;
align-items: center;
user-select: none;
}
.jp-DocumentSearch-regex-error {
color: var(--jp-error-color0);
}
.jp-DocumentSearch-replace-button-wrapper {
overflow: hidden;
display: inline-block;
box-sizing: border-box;
border: var(--jp-border-width) solid var(--jp-border-color0);
margin: auto 2px;
padding: 1px 4px;
height: calc(var(--jp-private-document-search-button-height) + 2px);
}
.jp-DocumentSearch-replace-button-wrapper:focus {
border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
}
.jp-DocumentSearch-replace-button {
display: inline-block;
text-align: center;
cursor: pointer;
box-sizing: border-box;
color: var(--jp-ui-font-color1);
/* height - 2 * (padding of wrapper) */
line-height: calc(var(--jp-private-document-search-button-height) - 2px);
width: 100%;
height: 100%;
}
.jp-DocumentSearch-replace-button:focus {
outline: none;
}
.jp-DocumentSearch-replace-wrapper-class {
margin-left: 14px;
display: flex;
}
.jp-DocumentSearch-replace-toggle {
border: none;
background-color: var(--jp-toolbar-background);
border-radius: var(--jp-border-radius);
}
.jp-DocumentSearch-replace-toggle:hover {
background-color: var(--jp-layout-color2);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.cm-editor {
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 */
}
.cm-editor pre {
padding: 0 var(--jp-code-padding);
}
.jp-CodeMirrorEditor[data-type='inline'] .cm-dialog {
background-color: var(--jp-layout-color0);
color: var(--jp-content-font-color1);
}
.jp-CodeMirrorEditor {
cursor: text;
}
/* 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'] .cm-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'] .cm-cursor {
border-left: var(--jp-code-cursor-width2) solid
var(--jp-editor-cursor-color);
}
}
.cm-editor.jp-mod-readOnly .cm-cursor {
display: none;
}
.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;
}
.cm-searching,
.cm-searching span {
/* `.cm-searching span`: we need to override syntax highlighting */
background-color: var(--jp-search-unselected-match-background-color);
color: var(--jp-search-unselected-match-color);
}
.cm-searching::selection,
.cm-searching span::selection {
background-color: var(--jp-search-unselected-match-background-color);
color: var(--jp-search-unselected-match-color);
}
.jp-current-match > .cm-searching,
.jp-current-match > .cm-searching span,
.cm-searching > .jp-current-match,
.cm-searching > .jp-current-match span {
background-color: var(--jp-search-selected-match-background-color);
color: var(--jp-search-selected-match-color);
}
.jp-current-match > .cm-searching::selection,
.cm-searching > .jp-current-match::selection,
.jp-current-match > .cm-searching span::selection {
background-color: var(--jp-search-selected-match-background-color);
color: var(--jp-search-selected-match-color);
}
.cm-trailingspace {
background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0/+pk9P/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ/SY80UAAAAASUVORK5CYII=);
background-position: center left;
background-repeat: repeat-x;
}
.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);
}
/* Styles for shared cursors (remote cursor locations and selected ranges) */
.jp-CodeMirrorEditor .cm-ySelectionCaret {
position: relative;
border-left: 1px solid black;
margin-left: -1px;
margin-right: -1px;
box-sizing: border-box;
}
.jp-CodeMirrorEditor .cm-ySelectionCaret > .cm-ySelectionInfo {
white-space: nowrap;
position: absolute;
top: -1.15em;
padding-bottom: 0.05em;
left: -1px;
font-size: 0.95em;
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: 101;
transition: opacity 0.3s ease-in-out;
}
.jp-CodeMirrorEditor .cm-ySelectionInfo {
transition-delay: 0.7s;
opacity: 0;
}
.jp-CodeMirrorEditor .cm-ySelectionCaret:hover > .cm-ySelectionInfo {
opacity: 1;
transition-delay: 0s;
}
/*-----------------------------------------------------------------------------
| 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 .jp-SidePanel-content {
display: flex;
flex-direction: column;
}
.jp-FileBrowser-toolbar.jp-Toolbar {
flex-wrap: wrap;
row-gap: 12px;
border-bottom: none;
height: auto;
margin: 8px 12px 0;
box-shadow: none;
padding: 0;
justify-content: flex-start;
}
.jp-FileBrowser-Panel {
flex: 1 1 auto;
display: flex;
flex-direction: column;
}
.jp-BreadCrumbs {
flex: 0 0 auto;
margin: 8px 12px;
}
.jp-BreadCrumbs-item {
margin: 0 2px;
padding: 0 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: 0;
}
.jp-BreadCrumbs-item.jp-mod-dropTarget {
background-color: var(--jp-brand-color2);
opacity: 0.7;
}
/*-----------------------------------------------------------------------------
| Buttons
|----------------------------------------------------------------------------*/
.jp-FileBrowser-toolbar > .jp-Toolbar-item {
flex: 0 0 auto;
padding-left: 0;
padding-right: 2px;
align-items: center;
height: unset;
}
.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent {
width: 40px;
}
/*-----------------------------------------------------------------------------
| 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-FileSize-hidden {
display: none;
}
.jp-FileBrowser .lm-AccordionPanel > h3:first-child {
display: none;
}
/*-----------------------------------------------------------------------------
| DirListing
|----------------------------------------------------------------------------*/
.jp-DirListing {
flex: 1 1 auto;
display: flex;
flex-direction: column;
outline: 0;
}
.jp-DirListing-header {
flex: 0 0 auto;
display: flex;
flex-direction: row;
align-items: center;
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;
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-DirListing-headerItem.jp-id-filesize {
flex: 0 0 75px;
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;
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;
align-items: center;
padding: 4px 12px;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.jp-DirListing-checkboxWrapper {
/* Increases hit area of checkbox. */
padding: 4px;
}
.jp-DirListing-header
.jp-DirListing-checkboxWrapper
+ .jp-DirListing-headerItem {
padding-left: 4px;
}
.jp-DirListing-content .jp-DirListing-checkboxWrapper {
position: relative;
left: -4px;
margin: -4px 0 -4px -8px;
}
.jp-DirListing-checkboxWrapper.jp-mod-visible {
visibility: visible;
}
/* For devices that support hovering, hide checkboxes until hovered, selected...
*/
@media (hover: hover) {
.jp-DirListing-checkboxWrapper {
visibility: hidden;
}
.jp-DirListing-item:hover .jp-DirListing-checkboxWrapper,
.jp-DirListing-item.jp-mod-selected .jp-DirListing-checkboxWrapper {
visibility: visible;
}
}
.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-itemText:focus {
outline-width: 2px;
outline-color: var(--jp-inverse-layout-color1);
outline-style: solid;
outline-offset: 1px;
}
.jp-DirListing-item.jp-mod-selected .jp-DirListing-itemText:focus {
outline-color: var(--jp-layout-color1);
}
.jp-DirListing-itemModified {
flex: 0 0 125px;
text-align: right;
}
.jp-DirListing-itemFileSize {
flex: 0 0 90px;
text-align: right;
}
.jp-DirListing-editor {
flex: 1 0 64px;
outline: none;
border: none;
color: var(--jp-ui-font-color1);
background-color: var(--jp-layout-color1);
}
.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: 0;
color: var(--jp-ui-font-color1);
transform: translateX(-40%) translateY(-58%);
}
.jp-Document {
min-width: 120px;
min-height: 120px;
outline: none;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Main OutputArea
| OutputArea has a list of Outputs
|----------------------------------------------------------------------------*/
.jp-OutputArea {
overflow-y: auto;
}
.jp-OutputArea-child {
display: table;
table-layout: fixed;
width: 100%;
overflow: hidden;
}
.jp-OutputPrompt {
width: 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;
}
.jp-OutputArea-prompt {
display: table-cell;
vertical-align: top;
}
.jp-OutputArea-output {
display: table-cell;
width: 100%;
height: auto;
overflow: auto;
user-select: text;
-moz-user-select: text;
-webkit-user-select: text;
-ms-user-select: text;
}
.jp-OutputArea .jp-RenderedText {
padding-left: 1ch;
}
/**
* Prompt overlay.
*/
.jp-OutputArea-promptOverlay {
position: absolute;
top: 0;
width: var(--jp-cell-prompt-width);
height: 100%;
opacity: 0.5;
}
.jp-OutputArea-promptOverlay:hover {
background: var(--jp-layout-color2);
box-shadow: inset 0 0 1px var(--jp-inverse-layout-color0);
cursor: zoom-out;
}
.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay:hover {
cursor: zoom-in;
}
/**
* Isolated output.
*/
.jp-OutputArea-output.jp-mod-isolated {
width: 100%;
display: block;
}
/*
When drag events occur, `lm-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: 0;
padding: 0;
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;
}
.jp-TrimmedOutputs pre {
background: var(--jp-layout-color3);
font-size: calc(var(--jp-code-font-size) * 1.4);
text-align: center;
text-transform: uppercase;
}
/* 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;
}
/* Hide empty lines in the output area, for instance due to cleared widgets */
.jp-OutputArea-prompt:empty {
padding: 0;
border: 0;
}
/*-----------------------------------------------------------------------------
| 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: 0;
width: 100%;
}
/* 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-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: 0 0.25em;
margin: 0 0.25em;
flex: 0 0 70%;
}
.jp-Stdin-input::placeholder {
opacity: 0;
}
.jp-Stdin-input:focus {
box-shadow: none;
}
.jp-Stdin-input:focus::placeholder {
opacity: 1;
}
/*-----------------------------------------------------------------------------
| Output Area View
|----------------------------------------------------------------------------*/
.jp-LinkedOutputView .jp-OutputArea {
height: 100%;
display: block;
}
.jp-LinkedOutputView .jp-OutputArea-output:only-child {
height: 100%;
}
/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/
@media print {
.jp-OutputArea-child {
break-inside: avoid-page;
}
}
/*-----------------------------------------------------------------------------
| Mobile
|----------------------------------------------------------------------------*/
@media only screen and (max-width: 760px) {
.jp-OutputPrompt {
display: table-row;
text-align: left;
}
.jp-OutputArea-child .jp-OutputArea-output {
display: table-row;
margin-left: var(--jp-notebook-padding);
}
}
/* Trimmed outputs warning */
.jp-TrimmedOutputs > a {
margin: 10px;
text-decoration: none;
cursor: pointer;
}
.jp-TrimmedOutputs > a:hover {
text-decoration: none;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Table of Contents
|----------------------------------------------------------------------------*/
:root {
--jp-private-toc-active-width: 4px;
}
.jp-TableOfContents {
display: flex;
flex-direction: column;
background: var(--jp-layout-color1);
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
height: 100%;
}
.jp-TableOfContents-placeholder {
text-align: center;
}
.jp-TableOfContents-placeholderContent {
color: var(--jp-content-font-color2);
padding: 8px;
}
.jp-TableOfContents-placeholderContent > h3 {
margin-bottom: var(--jp-content-heading-margin-bottom);
}
.jp-TableOfContents .jp-SidePanel-content {
overflow-y: auto;
}
.jp-TableOfContents-tree {
margin: 4px;
}
.jp-TableOfContents ol {
list-style-type: none;
}
/* stylelint-disable-next-line selector-max-type */
.jp-TableOfContents li > ol {
/* Align left border with triangle icon center */
padding-left: 11px;
}
.jp-TableOfContents-content {
/* left margin for the active heading indicator */
margin: 0 0 0 var(--jp-private-toc-active-width);
padding: 0;
background-color: var(--jp-layout-color1);
}
.jp-tocItem {
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.jp-tocItem-heading {
display: flex;
cursor: pointer;
}
.jp-tocItem-heading:hover {
background-color: var(--jp-layout-color2);
}
.jp-tocItem-content {
display: block;
padding: 4px 0;
white-space: nowrap;
text-overflow: ellipsis;
overflow-x: hidden;
}
.jp-tocItem-collapser {
height: 20px;
margin: 2px 2px 0;
padding: 0;
background: none;
border: none;
cursor: pointer;
}
.jp-tocItem-collapser:hover {
background-color: var(--jp-layout-color3);
}
/* Active heading indicator */
.jp-tocItem-heading::before {
content: ' ';
background: transparent;
width: var(--jp-private-toc-active-width);
height: 24px;
position: absolute;
left: 0;
border-radius: var(--jp-border-radius);
}
.jp-tocItem-heading.jp-tocItem-active::before {
background-color: var(--jp-brand-color1);
}
.jp-tocItem-heading:hover.jp-tocItem-active::before {
background: var(--jp-brand-color0);
opacity: 1;
}
/*-----------------------------------------------------------------------------
| 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: 0;
margin: 0;
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: 0;
bottom: 0;
}
/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/
/*
Hiding collapsers in print mode.
Note: input and output wrappers have "display: block" propery in print mode.
*/
@media print {
.jp-Collapser {
display: none;
}
}
/*-----------------------------------------------------------------------------
| 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: 0;
width: 100%;
padding: 0;
margin: 0;
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: table;
table-layout: fixed;
width: 100%;
overflow: hidden;
}
.jp-InputArea-editor {
display: table-cell;
overflow: hidden;
vertical-align: top;
/* This is the non-active, default styling */
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
border-radius: 0;
background: var(--jp-cell-editor-background);
}
.jp-InputPrompt {
display: table-cell;
vertical-align: top;
width: 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;
/* 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;
}
/*-----------------------------------------------------------------------------
| Mobile
|----------------------------------------------------------------------------*/
@media only screen and (max-width: 760px) {
.jp-InputArea-editor {
display: table-row;
margin-left: var(--jp-notebook-padding);
}
.jp-InputPrompt {
display: table-row;
text-align: left;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/
.jp-Placeholder {
display: table;
table-layout: fixed;
width: 100%;
}
.jp-Placeholder-prompt {
display: table-cell;
box-sizing: border-box;
}
.jp-Placeholder-content {
display: table-cell;
padding: 4px 6px;
border: 1px solid transparent;
border-radius: 0;
background: none;
box-sizing: border-box;
cursor: pointer;
}
.jp-Placeholder-contentContainer {
display: flex;
}
.jp-Placeholder-content:hover,
.jp-InputPlaceholder > .jp-Placeholder-content:hover {
border-color: var(--jp-layout-color3);
}
.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: 0 0 2px 0 rgba(0, 0, 0, 0.25);
background-color: var(--jp-layout-color0);
}
.jp-PlaceholderText {
white-space: nowrap;
overflow-x: hidden;
color: var(--jp-inverse-layout-color3);
font-family: var(--jp-code-font-family);
}
.jp-InputPlaceholder > .jp-Placeholder-content {
border-color: var(--jp-cell-editor-border-color);
background: var(--jp-cell-editor-background);
}
/*-----------------------------------------------------------------------------
| 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: 0;
border: none;
outline: none;
background: transparent;
}
/*-----------------------------------------------------------------------------
| Common input/output
|----------------------------------------------------------------------------*/
.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
display: flex;
flex-direction: row;
padding: 0;
margin: 0;
/* 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: 24em;
margin-left: var(--jp-private-cell-scrolling-output-offset);
resize: vertical;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea[style*='height'] {
max-height: unset;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after {
content: ' ';
box-shadow: inset 0 0 6px 2px rgb(0 0 0 / 30%);
width: 100%;
height: 100%;
position: sticky;
bottom: 0;
top: 0;
margin-top: -50%;
float: left;
display: block;
pointer-events: none;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child {
padding-top: 6px;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
width: calc(
var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
);
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay {
left: calc(-1 * var(--jp-private-cell-scrolling-output-offset));
}
/*-----------------------------------------------------------------------------
| CodeCell
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| MarkdownCell
|----------------------------------------------------------------------------*/
.jp-MarkdownOutput {
display: table-cell;
width: 100%;
margin-top: 0;
margin-bottom: 0;
padding-left: var(--jp-code-padding);
}
.jp-MarkdownOutput.jp-RenderedHTMLCommon {
overflow: auto;
}
/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) */
.jp-collapseHeadingButton {
display: flex;
min-height: var(--jp-cell-collapser-min-height);
font-size: var(--jp-code-font-size);
position: absolute;
background-color: transparent;
background-size: 25px;
background-repeat: no-repeat;
background-position-x: center;
background-position-y: top;
background-image: var(--jp-icon-caret-down);
right: 0;
top: 0;
bottom: 0;
}
.jp-collapseHeadingButton.jp-mod-collapsed {
background-image: var(--jp-icon-caret-right);
}
/*
set the container font size to match that of content
so that the nested collapse buttons have the right size
*/
.jp-MarkdownCell .jp-InputPrompt {
font-size: var(--jp-content-font-size1);
}
/*
Align collapseHeadingButton with cell top header
The font sizes are identical to the ones in packages/rendermime/style/base.css
*/
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] {
font-size: var(--jp-content-font-size5);
background-position-y: calc(0.3 * var(--jp-content-font-size5));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] {
font-size: var(--jp-content-font-size4);
background-position-y: calc(0.3 * var(--jp-content-font-size4));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] {
font-size: var(--jp-content-font-size3);
background-position-y: calc(0.3 * var(--jp-content-font-size3));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] {
font-size: var(--jp-content-font-size2);
background-position-y: calc(0.3 * var(--jp-content-font-size2));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] {
font-size: var(--jp-content-font-size1);
background-position-y: top;
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] {
font-size: var(--jp-content-font-size0);
background-position-y: top;
}
/* collapseHeadingButton (show only on (hover,active) if hiddenCellsButton is shown) */
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-collapseHeadingButton {
display: none;
}
.jp-Notebook.jp-mod-showHiddenCellsButton
:is(.jp-MarkdownCell:hover, .jp-mod-active)
.jp-collapseHeadingButton {
display: flex;
}
/* showHiddenCellsButton (only show if jp-mod-showHiddenCellsButton is set, which
is a consequence of the showHiddenCellsButton option in Notebook Settings)*/
.jp-Notebook.jp-mod-showHiddenCellsButton .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;
display: flex;
}
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton:hover {
background-color: var(--jp-border-color2) !important;
}
.jp-showHiddenCellsButton {
display: none;
}
/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/
/*
Using block instead of flex to allow the use of the break-inside CSS property for
cell outputs.
*/
@media print {
.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
display: block;
}
}
/*-----------------------------------------------------------------------------
| 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
|----------------------------------------------------------------------------*/
:root {
--jp-notebook-toolbar-padding: 2px 5px 2px 2px;
}
/*-----------------------------------------------------------------------------
/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/
.jp-NotebookPanel-toolbar {
padding: var(--jp-notebook-toolbar-padding);
/* disable paint containment from lumino 2.0 default strict CSS containment */
contain: style size !important;
}
.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;
}
.jp-Toolbar-responsive-popup {
position: absolute;
height: fit-content;
display: flex;
flex-direction: row;
flex-wrap: wrap;
justify-content: flex-end;
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: var(--jp-notebook-toolbar-padding);
z-index: 1;
right: 0;
top: 0;
}
.jp-Toolbar > .jp-Toolbar-responsive-opener {
margin-left: auto;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/
.jp-Notebook-ExecutionIndicator {
position: relative;
display: inline-block;
height: 100%;
z-index: 9997;
}
.jp-Notebook-ExecutionIndicator-tooltip {
visibility: hidden;
height: auto;
width: max-content;
width: -moz-max-content;
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color1);
text-align: justify;
border-radius: 6px;
padding: 0 5px;
position: fixed;
display: table;
}
.jp-Notebook-ExecutionIndicator-tooltip.up {
transform: translateX(-50%) translateY(-100%) translateY(-32px);
}
.jp-Notebook-ExecutionIndicator-tooltip.down {
transform: translateX(calc(-100% + 16px)) translateY(5px);
}
.jp-Notebook-ExecutionIndicator-tooltip.hidden {
display: none;
}
.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip {
visibility: visible;
}
.jp-Notebook-ExecutionIndicator span {
font-size: var(--jp-ui-font-size1);
font-family: var(--jp-ui-font-family);
color: var(--jp-ui-font-color1);
line-height: 24px;
display: block;
}
.jp-Notebook-ExecutionIndicator-progress-bar {
display: flex;
justify-content: center;
height: 100%;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
/*
* Execution indicator
*/
.jp-tocItem-content::after {
content: '';
/* Must be identical to form a circle */
width: 12px;
height: 12px;
background: none;
border: none;
position: absolute;
right: 0;
}
.jp-tocItem-content[data-running='0']::after {
border-radius: 50%;
border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
background: none;
}
.jp-tocItem-content[data-running='1']::after {
border-radius: 50%;
border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
background-color: var(--jp-inverse-layout-color3);
}
.jp-tocItem-content[data-running='0'],
.jp-tocItem-content[data-running='1'] {
margin-right: 12px;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-Notebook-footer {
height: 27px;
margin-left: calc(
var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
var(--jp-cell-padding)
);
width: calc(
100% -
(
var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
var(--jp-cell-padding) + var(--jp-cell-padding)
)
);
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
color: var(--jp-ui-font-color3);
margin-top: 6px;
background: none;
cursor: pointer;
}
.jp-Notebook-footer:focus {
border-color: var(--jp-cell-editor-active-border-color);
}
/* For devices that support hovering, hide footer until hover */
@media (hover: hover) {
.jp-Notebook-footer {
opacity: 0;
}
.jp-Notebook-footer:focus,
.jp-Notebook-footer:hover {
opacity: 1;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Imports
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| CSS variables
|----------------------------------------------------------------------------*/
:root {
--jp-side-by-side-output-size: 1fr;
--jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size);
--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);
}
/*-----------------------------------------------------------------------------
| Notebook
|----------------------------------------------------------------------------*/
/* stylelint-disable selector-max-class */
.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 .jp-Cell {
overflow: visible;
}
.jp-Notebook .jp-Cell .jp-InputPrompt {
cursor: move;
}
/*-----------------------------------------------------------------------------
| 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 0 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 0;
}
.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 0 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-ActiveCellTool {
padding: 12px 0;
display: flex;
}
.jp-ActiveCellTool-Content {
flex: 1 1 auto;
}
.jp-ActiveCellTool .jp-ActiveCellTool-CellContent {
background: var(--jp-cell-editor-background);
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
border-radius: 0;
min-height: 29px;
}
.jp-ActiveCellTool .jp-InputPrompt {
min-width: calc(var(--jp-cell-prompt-width) * 0.75);
}
.jp-ActiveCellTool-CellContent > pre {
padding: 5px 4px;
margin: 0;
white-space: normal;
}
.jp-MetadataEditorTool {
flex-direction: column;
padding: 12px 0;
}
.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,
.jp-NumberSetter label {
line-height: 1.4;
}
.jp-NotebookTools .jp-select-wrapper {
margin-top: 4px;
margin-bottom: 0;
}
.jp-NumberSetter input {
width: 100%;
margin-top: 4px;
}
.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;
}
/*-----------------------------------------------------------------------------
| Side-by-side Mode (.jp-mod-sideBySide)
|----------------------------------------------------------------------------*/
.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell {
margin-top: 3em;
margin-bottom: 3em;
margin-left: 5%;
margin-right: 5%;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {
display: grid;
grid-template-columns: minmax(0, 1fr) min-content minmax(
0,
var(--jp-side-by-side-output-size)
);
grid-template-rows: auto minmax(0, 1fr) auto;
grid-template-areas:
'header header header'
'input handle output'
'footer footer footer';
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {
grid-template-columns: minmax(0, 1fr) min-content minmax(
0,
var(--jp-side-by-side-resized-cell)
);
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {
grid-area: header;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper {
grid-area: input;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper {
/* overwrite the default margin (no vertical separation needed in side by side move */
margin-top: 0;
grid-area: output;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter {
grid-area: footer;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle {
grid-area: handle;
user-select: none;
display: block;
height: 100%;
cursor: ew-resize;
padding: 0 var(--jp-cell-padding);
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after {
content: '';
display: block;
background: var(--jp-border-color2);
height: 100%;
width: 5px;
}
.jp-mod-sideBySide.jp-Notebook
.jp-CodeCell.jp-mod-resizedCell
.jp-CellResizeHandle::after {
background: var(--jp-border-color0);
}
.jp-CellResizeHandle {
display: none;
}
/*-----------------------------------------------------------------------------
| 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: 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: 0 2px 1px -1px var(--jp-shadow-umbra-color),
0 1px 1px 0 var(--jp-shadow-penumbra-color),
0 1px 3px 0 var(--jp-shadow-ambient-color);
--jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color),
0 2px 2px 0 var(--jp-shadow-penumbra-color),
0 1px 5px 0 var(--jp-shadow-ambient-color);
--jp-elevation-z4: 0 2px 4px -1px var(--jp-shadow-umbra-color),
0 4px 5px 0 var(--jp-shadow-penumbra-color),
0 1px 10px 0 var(--jp-shadow-ambient-color);
--jp-elevation-z6: 0 3px 5px -1px var(--jp-shadow-umbra-color),
0 6px 10px 0 var(--jp-shadow-penumbra-color),
0 1px 18px 0 var(--jp-shadow-ambient-color);
--jp-elevation-z8: 0 5px 5px -3px var(--jp-shadow-umbra-color),
0 8px 10px 1px var(--jp-shadow-penumbra-color),
0 3px 14px 2px var(--jp-shadow-ambient-color);
--jp-elevation-z12: 0 7px 8px -4px var(--jp-shadow-umbra-color),
0 12px 17px 2px var(--jp-shadow-penumbra-color),
0 5px 22px 4px var(--jp-shadow-ambient-color);
--jp-elevation-z16: 0 8px 10px -5px var(--jp-shadow-umbra-color),
0 16px 24px 2px var(--jp-shadow-penumbra-color),
0 6px 30px 5px var(--jp-shadow-ambient-color);
--jp-elevation-z20: 0 10px 13px -6px var(--jp-shadow-umbra-color),
0 20px 31px 3px var(--jp-shadow-penumbra-color),
0 8px 38px 7px var(--jp-shadow-ambient-color);
--jp-elevation-z24: 0 11px 15px -7px var(--jp-shadow-umbra-color),
0 24px 38px 3px var(--jp-shadow-penumbra-color),
0 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-inverse-border-color: var(--md-grey-600);
--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: system-ui, -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-900);
--jp-content-font-family: system-ui, -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: #111;
--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: 0;
--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: 0 0 2px 0 rgba(0, 0, 0, 0.24);
--jp-toolbar-header-margin: 4px 4px 0 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-inverse-border-color);
--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: rgb(0, 54, 109);
--jp-mirror-editor-variable-3-color: #085;
--jp-mirror-editor-punctuation-color: #05a;
--jp-mirror-editor-property-color: #05a;
--jp-mirror-editor-operator-color: #a2f;
--jp-mirror-editor-comment-color: #408080;
--jp-mirror-editor-string-color: #ba2121;
--jp-mirror-editor-string-2-color: #708;
--jp-mirror-editor-meta-color: #a2f;
--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;
/*
RTC user specific colors.
These colors are used for the cursor, username in the editor,
and the icon of the user.
*/
--jp-collaborator-color1: #ffad8e;
--jp-collaborator-color2: #dac83d;
--jp-collaborator-color3: #72dd76;
--jp-collaborator-color4: #00e4d0;
--jp-collaborator-color5: #45d4ff;
--jp-collaborator-color6: #e2b1ff;
--jp-collaborator-color7: #ff9de6;
/* 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);
/* Button colors */
--jp-accept-color-normal: var(--md-blue-700);
--jp-accept-color-hover: var(--md-blue-800);
--jp-accept-color-active: var(--md-blue-900);
--jp-warn-color-normal: var(--md-red-700);
--jp-warn-color-hover: var(--md-red-800);
--jp-warn-color-active: var(--md-red-900);
--jp-reject-color-normal: var(--md-grey-600);
--jp-reject-color-hover: var(--md-grey-700);
--jp-reject-color-active: var(--md-grey-800);
/* File or activity icons and switch semantic variables */
--jp-jupyter-icon-color: #f37626;
--jp-notebook-icon-color: #f37626;
--jp-json-icon-color: var(--md-orange-700);
--jp-console-icon-background-color: var(--md-blue-700);
--jp-console-icon-color: white;
--jp-terminal-icon-background-color: var(--md-grey-800);
--jp-terminal-icon-color: var(--md-grey-200);
--jp-text-editor-icon-color: var(--md-grey-700);
--jp-inspector-icon-color: var(--md-grey-700);
--jp-switch-color: var(--md-grey-400);
--jp-switch-true-position-color: var(--md-orange-900);
}
</style>
<style type="text/css">
/* Force rendering true colors when outputing to pdf */
* {
-webkit-print-color-adjust: exact;
}
/* Misc */
a.anchor-link {
display: none;
}
/* Input area styling */
.jp-InputArea {
overflow: hidden;
}
.jp-InputArea-editor {
overflow: hidden;
}
.cm-editor.cm-s-jupyter .highlight pre {
/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.cm-line */
padding: var(--jp-code-padding) 4px;
margin: 0;
font-family: inherit;
font-size: inherit;
line-height: inherit;
color: inherit;
}
.jp-OutputArea-output pre {
line-height: inherit;
font-family: inherit;
}
.jp-RenderedText pre {
color: var(--jp-content-font-color1);
font-size: var(--jp-code-font-size);
}
/* Hiding the collapser by default */
.jp-Collapser {
display: none;
}
@page {
margin: 0.5in; /* Margin for each printed piece of paper */
}
@media print {
.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
display: block;
}
}
</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 --><script type="module">
document.addEventListener("DOMContentLoaded", async () => {
const diagrams = document.querySelectorAll(".jp-Mermaid > pre.mermaid");
// do not load mermaidjs if not needed
if (!diagrams.length) {
return;
}
const mermaid = (await import("https://cdnjs.cloudflare.com/ajax/libs/mermaid/10.7.0/mermaid.esm.min.mjs")).default;
const parser = new DOMParser();
mermaid.initialize({
maxTextSize: 100000,
maxEdges: 100000,
startOnLoad: false,
fontFamily: window
.getComputedStyle(document.body)
.getPropertyValue("--jp-ui-font-family"),
theme: document.querySelector("body[data-jp-theme-light='true']")
? "default"
: "dark",
});
let _nextMermaidId = 0;
function makeMermaidImage(svg) {
const img = document.createElement("img");
const doc = parser.parseFromString(svg, "image/svg+xml");
const svgEl = doc.querySelector("svg");
const { maxWidth } = svgEl?.style || {};
const firstTitle = doc.querySelector("title");
const firstDesc = doc.querySelector("desc");
img.setAttribute("src", `data:image/svg+xml,${encodeURIComponent(svg)}`);
if (maxWidth) {
img.width = parseInt(maxWidth);
}
if (firstTitle) {
img.setAttribute("alt", firstTitle.textContent);
}
if (firstDesc) {
const caption = document.createElement("figcaption");
caption.className = "sr-only";
caption.textContent = firstDesc.textContent;
return [img, caption];
}
return [img];
}
async function makeMermaidError(text) {
let errorMessage = "";
try {
await mermaid.parse(text);
} catch (err) {
errorMessage = `${err}`;
}
const result = document.createElement("details");
result.className = 'jp-RenderedMermaid-Details';
const summary = document.createElement("summary");
summary.className = 'jp-RenderedMermaid-Summary';
const pre = document.createElement("pre");
const code = document.createElement("code");
code.innerText = text;
pre.appendChild(code);
summary.appendChild(pre);
result.appendChild(summary);
const warning = document.createElement("pre");
warning.innerText = errorMessage;
result.appendChild(warning);
return [result];
}
async function renderOneMarmaid(src) {
const id = `jp-mermaid-${_nextMermaidId++}`;
const parent = src.parentNode;
let raw = src.textContent.trim();
const el = document.createElement("div");
el.style.visibility = "hidden";
document.body.appendChild(el);
let results = null;
let output = null;
try {
let { svg } = await mermaid.render(id, raw, el);
svg = cleanMermaidSvg(svg);
results = makeMermaidImage(svg);
output = document.createElement("figure");
results.map(output.appendChild, output);
} catch (err) {
parent.classList.add("jp-mod-warning");
results = await makeMermaidError(raw);
output = results[0];
} finally {
el.remove();
}
parent.classList.add("jp-RenderedMermaid");
parent.appendChild(output);
}
/**
* Post-process to ensure mermaid diagrams contain only valid SVG and XHTML.
*/
function cleanMermaidSvg(svg) {
return svg.replace(RE_VOID_ELEMENT, replaceVoidElement);
}
/**
* A regular expression for all void elements, which may include attributes and
* a slash.
*
* @see https://developer.mozilla.org/en-US/docs/Glossary/Void_element
*
* Of these, only `<br>` is generated by Mermaid in place of `\n`,
* but _any_ "malformed" tag will break the SVG rendering entirely.
*/
const RE_VOID_ELEMENT =
/<\s*(area|base|br|col|embed|hr|img|input|link|meta|param|source|track|wbr)\s*([^>]*?)\s*>/gi;
/**
* Ensure a void element is closed with a slash, preserving any attributes.
*/
function replaceVoidElement(match, tag, rest) {
rest = rest.trim();
if (!rest.endsWith('/')) {
rest = `${rest} /`;
}
return `<${tag} ${rest}>`;
}
void Promise.all([...diagrams].map(renderOneMarmaid));
});
</script>
<style>
.jp-Mermaid:not(.jp-RenderedMermaid) {
display: none;
}
.jp-RenderedMermaid {
overflow: auto;
display: flex;
}
.jp-RenderedMermaid.jp-mod-warning {
width: auto;
padding: 0.5em;
margin-top: 0.5em;
border: var(--jp-border-width) solid var(--jp-warn-color2);
border-radius: var(--jp-border-radius);
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
white-space: pre-wrap;
word-wrap: break-word;
}
.jp-RenderedMermaid figure {
margin: 0;
overflow: auto;
max-width: 100%;
}
.jp-RenderedMermaid img {
max-width: 100%;
}
.jp-RenderedMermaid-Details > pre {
margin-top: 1em;
}
.jp-RenderedMermaid-Summary {
color: var(--jp-warn-color2);
}
.jp-RenderedMermaid:not(.jp-mod-warning) pre {
display: none;
}
.jp-RenderedMermaid-Summary > pre {
display: inline-block;
white-space: normal;
}
</style>
<!-- End of mermaid configuration --></head>
<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
<main><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=982c1716-ae84-4de5-8808-c2782483c06d">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [1]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Analysis of raw .h5ad files from SevenBridges</span>
<span class="c1">#Import needed modules and setup up the single-cell adata object.</span>
<span class="c1">#Import modules</span>
<span class="kn">import</span> <span class="nn">scanpy</span> <span class="k">as</span> <span class="nn">sc</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">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=64c9852a-2764-43b7-be42-edb0513f0a17">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [2]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Read in the h5ad files, remove the placeholders with your file path</span>
<span class="n">file_path</span> <span class="o">=</span> <span class="s2">"/Users/manueltrebo/Documents/GitHub/STAR_scRNA_seq/raw_data/prostate_raw.h5ad"</span>
<span class="n">adata</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">read_h5ad</span><span class="p">(</span><span class="n">file_path</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=68637999-1be5-4e73-852c-b49ff159cef3">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [3]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Perform quality control by removing undetermined cells and filter cells based on Sample Tags.</span>
<span class="c1">#(Optional) Setup up the adata object by removing unneeded information for the sake of this tutorial:</span>
<span class="n">adata</span><span class="o">.</span><span class="n">obs</span> <span class="o">=</span> <span class="n">adata</span><span class="o">.</span><span class="n">obs</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,[</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">]]</span>
<span class="c1">#(Optional) In case of multiplexed samples, only keep cells that were correctly assigned and remove the rest:</span>
<span class="n">adata</span> <span class="o">=</span> <span class="n">adata</span><span class="p">[(</span><span class="n">adata</span><span class="o">.</span><span class="n">obs</span><span class="p">[</span><span class="s2">"Sample_Name"</span><span class="p">]</span> <span class="o">==</span> <span class="s2">"GG"</span><span class="p">)</span><span class="o">|</span><span class="p">(</span><span class="n">adata</span><span class="o">.</span><span class="n">obs</span><span class="p">[</span><span class="s2">"Sample_Name"</span><span class="p">]</span> <span class="o">==</span> <span class="s2">"TU"</span><span class="p">)]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=facc2a22-4acb-4ba6-96df-c85b3694fb34">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [4]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Identify mitochondrial genes and calculate quality control metrics.x</span>
<span class="n">adata</span><span class="o">.</span><span class="n">var</span><span class="p">[</span><span class="s2">"mt"</span><span class="p">]</span> <span class="o">=</span> <span class="n">adata</span><span class="o">.</span><span class="n">var_names</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"MT-"</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">calculate_qc_metrics</span><span class="p">(</span>
<span class="n">adata</span><span class="p">,</span> <span class="n">qc_vars</span><span class="o">=</span><span class="p">[</span><span class="s2">"mt"</span><span class="p">],</span> <span class="n">log1p</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">percent_top</span><span class="o">=</span><span class="kc">None</span>
<span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=e1ddfcd8-c853-45a3-8e14-06d0b39feac3">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [6]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Plot the raw data using violin visualization to identify optimal thresholds.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">violin</span><span class="p">(</span>
<span class="n">adata</span><span class="p">,</span>
<span class="p">[</span><span class="s2">"n_genes_by_counts"</span><span class="p">,</span> <span class="s2">"total_counts"</span><span class="p">,</span> <span class="s2">"pct_counts_mt"</span><span class="p">],</span>
<span class="n">groupby</span><span class="o">=</span><span class="s2">"Sample_Name"</span><span class="p">,</span>
<span class="n">size</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
<span class="n">jitter</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
<span class="n">multi_panel</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child">
<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
<img alt="No description has been provided for this image" class="" src="data:image/png;base64,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"/>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=b694e870-d27e-465d-91b1-c570cdc60726">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [13]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Perform filtering according to the selected filtering criteria and the samples individual needs.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">min_counts</span><span class="o">=</span><span class="mi">1000</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">max_counts</span> <span class="o">=</span> <span class="mi">50000</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">min_genes</span><span class="o">=</span> <span class="mi">200</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">max_genes</span><span class="o">=</span><span class="mi">8000</span><span class="p">)</span>
<span class="n">adata</span> <span class="o">=</span> <span class="n">adata</span><span class="p">[</span><span class="n">adata</span><span class="o">.</span><span class="n">obs</span><span class="p">[</span><span class="s2">"pct_counts_mt"</span><span class="p">]</span> <span class="o"><</span> <span class="mi">30</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="sd">'''</span>
<span class="sd">Note: As described in a previous publication (Salcher et al 2024) we choose a less stringent threshold of < 30 % mitochondrial counts </span>
<span class="sd">due to the increased presence of mitochondrial transcripts using the BD Rhapsody system.</span>
<span class="sd">'''</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child jp-OutputArea-executeResult">
<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[13]:</div>
<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain" tabindex="0">
<pre>'\nNote: As described in a previous publication (Salcher et al 2024) we choose a less stringent threshold of < 30 % mitochondrial counts \ndue to the increased presence of mitochondrial transcripts using the BD Rhapsody system.\n'</pre>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=46635882-df06-445e-a0dc-0ad200540bae">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [14]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Visualize the filtered data again for comparison to the raw data.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">violin</span><span class="p">(</span>
<span class="n">adata</span><span class="p">,</span>
<span class="p">[</span><span class="s2">"n_genes_by_counts"</span><span class="p">,</span> <span class="s2">"total_counts"</span><span class="p">,</span> <span class="s2">"pct_counts_mt"</span><span class="p">],</span>
<span class="n">groupby</span><span class="o">=</span><span class="s2">"Sample_Name"</span><span class="p">,</span>
<span class="n">size</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
<span class="n">jitter</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
<span class="n">multi_panel</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child">
<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
<img alt="No description has been provided for this image" class="" src="data:image/png;base64,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"/>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=fde681a5-fcb9-4c0b-b969-43b22ce7f552">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [10]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Perform data scaling and transformation to remove technical biases and stabilize variance. </span>
<span class="c1">#Normalize the data and transform it using the log1p function, but keep the raw counts in a separata adata layer.</span>
<span class="n">adata</span><span class="o">.</span><span class="n">layers</span><span class="p">[</span><span class="s2">"counts"</span><span class="p">]</span> <span class="o">=</span> <span class="n">adata</span><span class="o">.</span><span class="n">X</span> <span class="c1">#optional step to preserve raw_counts</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">normalize_total</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">log1p</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=d00d799e-dbef-447e-a690-98c10793cff3">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [15]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Calculate highly variable genes based on Seurat_v3 flavor using raw counts</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">highly_variable_genes</span><span class="p">(</span>
<span class="n">adata</span><span class="p">,</span>
<span class="n">layer</span> <span class="o">=</span> <span class="s2">"counts"</span><span class="p">,</span>
<span class="n">n_top_genes</span><span class="o">=</span><span class="mi">2000</span><span class="p">,</span>
<span class="n">subset</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="n">flavor</span><span class="o">=</span><span class="s2">"seurat_v3"</span><span class="p">,</span>
<span class="p">)</span>
<span class="sd">'''</span>
<span class="sd">Note: The ideally chosen number of selected variable genes again is dependent on your sample, </span>
<span class="sd">please refer to our published papers where you can find the chosen values for our datasets.</span>
<span class="sd">'''</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child jp-OutputArea-executeResult">
<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[15]:</div>
<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain" tabindex="0">
<pre>'\nNote: The ideally chosen number of selected variable genes again is dependent on your sample, \nplease refer to our published papers where you can find the chosen values for our datasets.\n'</pre>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=bcf1db6d-e1b6-4c7d-a7c7-35791a2f4522">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [16]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Reduce the data dimensionality and compute neighbors and umap embeddings for visualization including leiden clustering for cell annotation.</span>
<span class="c1">#Calculate principal components for dimensionality reduction</span>
<span class="n">sc</span><span class="o">.</span><span class="n">tl</span><span class="o">.</span><span class="n">pca</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">mask_var</span><span class="o">=</span><span class="s2">"highly_variable"</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=fc31d300-cf8b-4888-901a-758d6dc9a8f1">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [17]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Computing of the nearest neighbor distance matrix.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child">
<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr" tabindex="0">
<pre>OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.
</pre>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=2915500a-b3fb-481a-84d0-c5bb029cac00">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [18]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Embed the neighborhood graph using Uniform Manifold Approximation and Projection (UMAP)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">tl</span><span class="o">.</span><span class="n">umap</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=dc62b4fb-0ec8-4ab2-9da5-20019cbc11e3">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [19]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Cluster the cells using the Leiden algorithm.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">tl</span><span class="o">.</span><span class="n">leiden</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child">
<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr" tabindex="0">
<pre>/var/folders/gk/nnxhwmls7zvg4ghvyrg2xxb00000gn/T/ipykernel_73889/1036972697.py:2: FutureWarning: In the future, the default backend for leiden will be igraph instead of leidenalg.
To achieve the future defaults please pass: flavor="igraph" and n_iterations=2. directed must also be False to work with igraph's implementation.
sc.tl.leiden(adata, resolution=0.5)
</pre>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=d6ea744c-b4ed-42ff-af22-68abe2af836e">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [20]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Visualize results using UMAP</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">umap</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"leiden"</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">umap</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"total_counts"</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="jp-Cell-outputWrapper">
<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
</div>
<div class="jp-OutputArea jp-Cell-outputArea">
<div class="jp-OutputArea-child">
<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
<img alt="No description has been provided for this image" class="" src="data:image/png;base64,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"/>
</div>
</div>
<div class="jp-OutputArea-child">
<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0">
<img alt="No description has been provided for this image" class="" src="data:image/png;base64,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"/>
</div>
</div>
</div>
</div>
</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=0e33dfc3-74af-4159-b110-7f68a00ba95d">
<div class="jp-Cell-inputWrapper" tabindex="0">
<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 [ ]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span>
</pre></div>
</div>
</div>
</div>
</div>
</div>
</main>
</body>
</html>