diff --git "a/results_5.html" "b/results_5.html"
new file mode 100644--- /dev/null
+++ "b/results_5.html"
@@ -0,0 +1,16917 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<title>results</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;
+}
+
+/*
+ * Webkit scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {
+  background: var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {
+  background: rgb(var(--jp-scrollbar-thumb-color));
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-right: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-bottom: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar */
+
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-corner,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-corner {
+  background-color: transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid transparent;
+  border-right: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid transparent;
+  border-bottom: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny::-webkit-scrollbar,
+.jp-scrollbar-tiny::-webkit-scrollbar-corner {
+  background-color: transparent;
+  height: 4px;
+  width: 4px;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {
+  border-left: 0px solid transparent;
+  border-right: 0px solid transparent;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
+  border-top: 0px solid transparent;
+  border-bottom: 0px solid transparent;
+}
+
+/*
+ * Phosphor
+ */
+
+.lm-ScrollBar[data-orientation='horizontal'] {
+  min-height: 16px;
+  max-height: 16px;
+  min-width: 45px;
+  border-top: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] {
+  min-width: 16px;
+  max-width: 16px;
+  min-height: 45px;
+  border-left: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar-button {
+  background-color: #f0f0f0;
+  background-position: center center;
+  min-height: 15px;
+  max-height: 15px;
+  min-width: 15px;
+  max-width: 15px;
+}
+
+.lm-ScrollBar-button:hover {
+  background-color: #dadada;
+}
+
+.lm-ScrollBar-button.lm-mod-active {
+  background-color: #cdcdcd;
+}
+
+.lm-ScrollBar-track {
+  background: #f0f0f0;
+}
+
+.lm-ScrollBar-thumb {
+  background: #cdcdcd;
+}
+
+.lm-ScrollBar-thumb:hover {
+  background: #bababa;
+}
+
+.lm-ScrollBar-thumb.lm-mod-active {
+  background: #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {
+  height: 100%;
+  min-width: 15px;
+  border-left: 1px solid #a0a0a0;
+  border-right: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {
+  width: 100%;
+  min-height: 15px;
+  border-top: 1px solid #a0a0a0;
+  border-bottom: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-left);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-right);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-up);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-down);
+  background-size: 17px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Widget, /* </DEPRECATED> */
+.lm-Widget {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  cursor: default;
+}
+
+
+/* <DEPRECATED> */ .p-Widget.p-mod-hidden, /* </DEPRECATED> */
+.lm-Widget.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-CommandPalette, /* </DEPRECATED> */
+.lm-CommandPalette {
+  display: flex;
+  flex-direction: column;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-search, /* </DEPRECATED> */
+.lm-CommandPalette-search {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-content, /* </DEPRECATED> */
+.lm-CommandPalette-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  min-height: 0;
+  overflow: auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-header, /* </DEPRECATED> */
+.lm-CommandPalette-header {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-item, /* </DEPRECATED> */
+.lm-CommandPalette-item {
+  display: flex;
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemIcon, /* </DEPRECATED> */
+.lm-CommandPalette-itemIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemContent, /* </DEPRECATED> */
+.lm-CommandPalette-itemContent {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemShortcut, /* </DEPRECATED> */
+.lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemLabel, /* </DEPRECATED> */
+.lm-CommandPalette-itemLabel {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.lm-close-icon {
+	border:1px solid transparent;
+  background-color: transparent;
+  position: absolute;
+	z-index:1;
+	right:3%;
+	top: 0;
+	bottom: 0;
+	margin: auto;
+	padding: 7px 0;
+	display: none;
+	vertical-align: middle;
+  outline: 0;
+  cursor: pointer;
+}
+.lm-close-icon:after {
+	content: "X";
+	display: block;
+	width: 15px;
+	height: 15px;
+	text-align: center;
+	color:#000;
+	font-weight: normal;
+	font-size: 12px;
+	cursor: pointer;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-DockPanel, /* </DEPRECATED> */
+.lm-DockPanel {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-widget, /* </DEPRECATED> */
+.lm-DockPanel-widget {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-tabBar, /* </DEPRECATED> */
+.lm-DockPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle, /* </DEPRECATED> */
+.lm-DockPanel-handle {
+  z-index: 2;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle:after, /* </DEPRECATED> */
+.lm-DockPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal'] {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical'] {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal']:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical']:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay, /* </DEPRECATED> */
+.lm-DockPanel-overlay {
+  z-index: 3;
+  box-sizing: border-box;
+  pointer-events: none;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-overlay.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Menu, /* </DEPRECATED> */
+.lm-Menu {
+  z-index: 10000;
+  position: absolute;
+  white-space: nowrap;
+  overflow-x: hidden;
+  overflow-y: auto;
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-content, /* </DEPRECATED> */
+.lm-Menu-content {
+  margin: 0;
+  padding: 0;
+  display: table;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-item, /* </DEPRECATED> */
+.lm-Menu-item {
+  display: table-row;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-item.p-mod-hidden,
+.p-Menu-item.p-mod-collapsed,
+/* </DEPRECATED> */
+.lm-Menu-item.lm-mod-hidden,
+.lm-Menu-item.lm-mod-collapsed {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-itemIcon,
+.p-Menu-itemSubmenuIcon,
+/* </DEPRECATED> */
+.lm-Menu-itemIcon,
+.lm-Menu-itemSubmenuIcon {
+  display: table-cell;
+  text-align: center;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemLabel, /* </DEPRECATED> */
+.lm-Menu-itemLabel {
+  display: table-cell;
+  text-align: left;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemShortcut, /* </DEPRECATED> */
+.lm-Menu-itemShortcut {
+  display: table-cell;
+  text-align: right;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-MenuBar, /* </DEPRECATED> */
+.lm-MenuBar {
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-MenuBar-content, /* </DEPRECATED> */
+.lm-MenuBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex-direction: row;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p--MenuBar-item, /* </DEPRECATED> */
+.lm-MenuBar-item {
+  box-sizing: border-box;
+}
+
+
+/* <DEPRECATED> */
+.p-MenuBar-itemIcon,
+.p-MenuBar-itemLabel,
+/* </DEPRECATED> */
+.lm-MenuBar-itemIcon,
+.lm-MenuBar-itemLabel {
+  display: inline-block;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-ScrollBar, /* </DEPRECATED> */
+.lm-ScrollBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='horizontal'] {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='vertical'] {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-button, /* </DEPRECATED> */
+.lm-ScrollBar-button {
+  box-sizing: border-box;
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-track, /* </DEPRECATED> */
+.lm-ScrollBar-track {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  flex: 1 1 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-thumb, /* </DEPRECATED> */
+.lm-ScrollBar-thumb {
+  box-sizing: border-box;
+  position: absolute;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-SplitPanel-child, /* </DEPRECATED> */
+.lm-SplitPanel-child {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle, /* </DEPRECATED> */
+.lm-SplitPanel-handle {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-SplitPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle:after, /* </DEPRECATED> */
+.lm-SplitPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabBar, /* </DEPRECATED> */
+.lm-TabBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='horizontal'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] {
+  flex-direction: row;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] {
+  flex-direction: column;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
+.lm-TabBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex: 1 1 auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar-tab {
+  display: flex;
+  flex-direction: row;
+  box-sizing: border-box;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar-tabIcon,
+.p-TabBar-tabCloseIcon,
+/* </DEPRECATED> */
+.lm-TabBar-tabIcon,
+.lm-TabBar-tabCloseIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
+.lm-TabBar-tabLabel {
+  flex: 1 1 auto;
+  overflow: hidden;
+  white-space: nowrap;
+}
+
+
+.lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
+.lm-TabBar-tab.lm-mod-hidden {
+  display: none !important;
+}
+
+
+.lm-TabBar-addButton.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
+  position: relative;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
+  left: 0;
+  transition: left 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
+  top: 0;
+  transition: top 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
+  transition: none;
+}
+
+.lm-TabBar-tabLabel .lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+  background: inherit;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
+.lm-TabPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
+.lm-TabPanel-stackedPanel {
+  z-index: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+@charset "UTF-8";
+html{
+  -webkit-box-sizing:border-box;
+          box-sizing:border-box; }
+
+*,
+*::before,
+*::after{
+  -webkit-box-sizing:inherit;
+          box-sizing:inherit; }
+
+body{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none;
+  color:#182026;
+  font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }
+
+p{
+  margin-bottom:10px;
+  margin-top:0; }
+
+small{
+  font-size:12px; }
+
+strong{
+  font-weight:600; }
+
+::-moz-selection{
+  background:rgba(125, 188, 255, 0.6); }
+
+::selection{
+  background:rgba(125, 188, 255, 0.6); }
+.bp3-heading{
+  color:#182026;
+  font-weight:600;
+  margin:0 0 10px;
+  padding:0; }
+  .bp3-dark .bp3-heading{
+    color:#f5f8fa; }
+
+h1.bp3-heading, .bp3-running-text h1{
+  font-size:36px;
+  line-height:40px; }
+
+h2.bp3-heading, .bp3-running-text h2{
+  font-size:28px;
+  line-height:32px; }
+
+h3.bp3-heading, .bp3-running-text h3{
+  font-size:22px;
+  line-height:25px; }
+
+h4.bp3-heading, .bp3-running-text h4{
+  font-size:18px;
+  line-height:21px; }
+
+h5.bp3-heading, .bp3-running-text h5{
+  font-size:16px;
+  line-height:19px; }
+
+h6.bp3-heading, .bp3-running-text h6{
+  font-size:14px;
+  line-height:16px; }
+.bp3-ui-text{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none; }
+
+.bp3-monospace-text{
+  font-family:monospace;
+  text-transform:none; }
+
+.bp3-text-muted{
+  color:#5c7080; }
+  .bp3-dark .bp3-text-muted{
+    color:#a7b6c2; }
+
+.bp3-text-disabled{
+  color:rgba(92, 112, 128, 0.6); }
+  .bp3-dark .bp3-text-disabled{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-text-overflow-ellipsis{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal; }
+.bp3-running-text{
+  font-size:14px;
+  line-height:1.5; }
+  .bp3-running-text h1{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h1{
+      color:#f5f8fa; }
+  .bp3-running-text h2{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h2{
+      color:#f5f8fa; }
+  .bp3-running-text h3{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h3{
+      color:#f5f8fa; }
+  .bp3-running-text h4{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h4{
+      color:#f5f8fa; }
+  .bp3-running-text h5{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h5{
+      color:#f5f8fa; }
+  .bp3-running-text h6{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h6{
+      color:#f5f8fa; }
+  .bp3-running-text hr{
+    border:none;
+    border-bottom:1px solid rgba(16, 22, 26, 0.15);
+    margin:20px 0; }
+    .bp3-dark .bp3-running-text hr{
+      border-color:rgba(255, 255, 255, 0.15); }
+  .bp3-running-text p{
+    margin:0 0 10px;
+    padding:0; }
+
+.bp3-text-large{
+  font-size:16px; }
+
+.bp3-text-small{
+  font-size:12px; }
+a{
+  color:#106ba3;
+  text-decoration:none; }
+  a:hover{
+    color:#106ba3;
+    cursor:pointer;
+    text-decoration:underline; }
+  a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
+    color:inherit; }
+  a code,
+  .bp3-dark a code{
+    color:inherit; }
+  .bp3-dark a,
+  .bp3-dark a:hover{
+    color:#48aff0; }
+    .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
+    .bp3-dark a:hover .bp3-icon,
+    .bp3-dark a:hover .bp3-icon-standard,
+    .bp3-dark a:hover .bp3-icon-large{
+      color:inherit; }
+.bp3-running-text code, .bp3-code{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  font-size:smaller;
+  padding:2px 5px; }
+  .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+  .bp3-running-text a > code, a > .bp3-code{
+    color:#137cbd; }
+    .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
+      color:inherit; }
+
+.bp3-running-text pre, .bp3-code-block{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+  color:#182026;
+  display:block;
+  font-size:13px;
+  line-height:1.4;
+  margin:10px 0;
+  padding:13px 15px 12px;
+  word-break:break-all;
+  word-wrap:break-word; }
+  .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+  .bp3-running-text pre > code, .bp3-code-block > code{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit;
+    font-size:inherit;
+    padding:0; }
+
+.bp3-running-text kbd, .bp3-key{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-family:inherit;
+  font-size:12px;
+  height:24px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  line-height:24px;
+  min-width:24px;
+  padding:3px 6px;
+  vertical-align:middle; }
+  .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
+    margin-right:5px; }
+  .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+.bp3-running-text blockquote, .bp3-blockquote{
+  border-left:solid 4px rgba(167, 182, 194, 0.5);
+  margin:0 0 10px;
+  padding:0 20px; }
+  .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
+    border-color:rgba(115, 134, 148, 0.5); }
+.bp3-running-text ul,
+.bp3-running-text ol, .bp3-list{
+  margin:10px 0;
+  padding-left:30px; }
+  .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
+    margin-bottom:5px; }
+  .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
+  .bp3-running-text ul ul,
+  .bp3-running-text ol ul,
+  .bp3-list ul{
+    margin-top:5px; }
+
+.bp3-list-unstyled{
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-list-unstyled li{
+    padding:0; }
+.bp3-rtl{
+  text-align:right; }
+
+.bp3-dark{
+  color:#f5f8fa; }
+
+:focus{
+  outline:rgba(19, 124, 189, 0.6) auto 2px;
+  outline-offset:2px;
+  -moz-outline-radius:6px; }
+
+.bp3-focus-disabled :focus{
+  outline:none !important; }
+  .bp3-focus-disabled :focus ~ .bp3-control-indicator{
+    outline:none !important; }
+
+.bp3-alert{
+  max-width:400px;
+  padding:20px; }
+
+.bp3-alert-body{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-alert-body .bp3-icon{
+    font-size:40px;
+    margin-right:20px;
+    margin-top:0; }
+
+.bp3-alert-contents{
+  word-break:break-word; }
+
+.bp3-alert-footer{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:reverse;
+      -ms-flex-direction:row-reverse;
+          flex-direction:row-reverse;
+  margin-top:10px; }
+  .bp3-alert-footer .bp3-button{
+    margin-left:10px; }
+.bp3-breadcrumbs{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  cursor:default;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:wrap;
+      flex-wrap:wrap;
+  height:30px;
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-breadcrumbs > li{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+    .bp3-breadcrumbs > li::after{
+      background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
+      content:"";
+      display:block;
+      height:16px;
+      margin:0 5px;
+      width:16px; }
+    .bp3-breadcrumbs > li:last-of-type::after{
+      display:none; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumb-current,
+.bp3-breadcrumbs-collapsed{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-size:16px; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumbs-collapsed{
+  color:#5c7080; }
+
+.bp3-breadcrumb:hover{
+  text-decoration:none; }
+
+.bp3-breadcrumb.bp3-disabled{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-breadcrumb .bp3-icon{
+  margin-right:5px; }
+
+.bp3-breadcrumb-current{
+  color:inherit;
+  font-weight:600; }
+  .bp3-breadcrumb-current .bp3-input{
+    font-size:inherit;
+    font-weight:inherit;
+    vertical-align:baseline; }
+
+.bp3-breadcrumbs-collapsed{
+  background:#ced9e0;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  margin-right:2px;
+  padding:1px 5px;
+  vertical-align:text-bottom; }
+  .bp3-breadcrumbs-collapsed::before{
+    background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
+    content:"";
+    display:block;
+    height:16px;
+    width:16px; }
+  .bp3-breadcrumbs-collapsed:hover{
+    background:#bfccd6;
+    color:#182026;
+    text-decoration:none; }
+
+.bp3-dark .bp3-breadcrumb,
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumbs > li::after{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumb.bp3-disabled{
+  color:rgba(167, 182, 194, 0.6); }
+
+.bp3-dark .bp3-breadcrumb-current{
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-breadcrumbs-collapsed:hover{
+    background:rgba(16, 22, 26, 0.6);
+    color:#f5f8fa; }
+.bp3-button{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  min-height:30px;
+  min-width:30px; }
+  .bp3-button > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-button > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-button::before,
+  .bp3-button > *{
+    margin-right:7px; }
+  .bp3-button:empty::before,
+  .bp3-button > :last-child{
+    margin-right:0; }
+  .bp3-button:empty{
+    padding:0 !important; }
+  .bp3-button:disabled, .bp3-button.bp3-disabled{
+    cursor:not-allowed; }
+  .bp3-button.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button.bp3-align-right,
+  .bp3-align-right .bp3-button{
+    text-align:right; }
+  .bp3-button.bp3-align-left,
+  .bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026; }
+    .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-button.bp3-intent-primary{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover{
+      background-color:#106ba3;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      background-color:#0e5a8a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
+      background-color:rgba(19, 124, 189, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-success{
+    background-color:#0f9960;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover{
+      background-color:#0d8050;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      background-color:#0a6640;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
+      background-color:rgba(15, 153, 96, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-warning{
+    background-color:#d9822b;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover{
+      background-color:#bf7326;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      background-color:#a66321;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
+      background-color:rgba(217, 130, 43, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-danger{
+    background-color:#db3737;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover{
+      background-color:#c23030;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      background-color:#a82a2a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
+      background-color:rgba(219, 55, 55, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+    stroke:#ffffff; }
+  .bp3-button.bp3-large,
+  .bp3-large .bp3-button{
+    min-height:40px;
+    min-width:40px;
+    font-size:16px;
+    padding:5px 15px; }
+    .bp3-button.bp3-large::before,
+    .bp3-button.bp3-large > *,
+    .bp3-large .bp3-button::before,
+    .bp3-large .bp3-button > *{
+      margin-right:10px; }
+    .bp3-button.bp3-large:empty::before,
+    .bp3-button.bp3-large > :last-child,
+    .bp3-large .bp3-button:empty::before,
+    .bp3-large .bp3-button > :last-child{
+      margin-right:0; }
+  .bp3-button.bp3-small,
+  .bp3-small .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-button.bp3-loading{
+    position:relative; }
+    .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
+      visibility:hidden; }
+    .bp3-button.bp3-loading .bp3-button-spinner{
+      margin:0;
+      position:absolute; }
+    .bp3-button.bp3-loading > :not(.bp3-button-spinner){
+      visibility:hidden; }
+  .bp3-button[class*="bp3-icon-"]::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    color:#5c7080; }
+  .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
+    color:#5c7080; }
+    .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
+      margin-left:7px; }
+  .bp3-button .bp3-icon:first-child:last-child,
+  .bp3-button .bp3-spinner + .bp3-icon:last-child{
+    margin:0 -7px; }
+  .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
+      color:#a7b6c2; }
+  .bp3-dark .bp3-button[class*="bp3-intent-"]{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.3); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+      stroke:#8a9ba8; }
+  .bp3-button:disabled::before,
+  .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
+  .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
+  .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
+    color:inherit !important; }
+  .bp3-button.bp3-minimal{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button.bp3-minimal:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-minimal{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-minimal:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button.bp3-outlined{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    border:1px solid rgba(24, 32, 38, 0.2);
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box; }
+    .bp3-button.bp3-outlined:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-outlined:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      border-color:rgba(92, 112, 128, 0.1); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      border-color:rgba(255, 255, 255, 0.4); }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        border-color:rgba(255, 255, 255, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      border-color:rgba(16, 107, 163, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        border-color:rgba(16, 107, 163, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        border-color:rgba(72, 175, 240, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          border-color:rgba(72, 175, 240, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      border-color:rgba(13, 128, 80, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        border-color:rgba(13, 128, 80, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        border-color:rgba(61, 204, 145, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          border-color:rgba(61, 204, 145, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      border-color:rgba(191, 115, 38, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        border-color:rgba(191, 115, 38, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        border-color:rgba(255, 179, 102, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          border-color:rgba(255, 179, 102, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      border-color:rgba(194, 48, 48, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        border-color:rgba(194, 48, 48, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        border-color:rgba(255, 115, 115, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          border-color:rgba(255, 115, 115, 0.2); }
+
+a.bp3-button{
+  text-align:center;
+  text-decoration:none;
+  -webkit-transition:none;
+  transition:none; }
+  a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
+    color:#182026; }
+  a.bp3-button.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6); }
+
+.bp3-button-text{
+  -webkit-box-flex:0;
+      -ms-flex:0 1 auto;
+          flex:0 1 auto; }
+
+.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
+.bp3-button-group.bp3-align-left .bp3-button-text,
+.bp3-button-group.bp3-align-right .bp3-button-text{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto; }
+.bp3-button-group{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex; }
+  .bp3-button-group .bp3-button{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    position:relative;
+    z-index:4; }
+    .bp3-button-group .bp3-button:focus{
+      z-index:5; }
+    .bp3-button-group .bp3-button:hover{
+      z-index:6; }
+    .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
+      z-index:7; }
+    .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
+      z-index:3; }
+    .bp3-button-group .bp3-button[class*="bp3-intent-"]{
+      z-index:9; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
+        z-index:10; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
+        z-index:11; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
+        z-index:12; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
+        z-index:8; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    border-bottom-right-radius:0;
+    border-top-right-radius:0;
+    margin-right:-1px; }
+  .bp3-button-group.bp3-minimal .bp3-button{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button-group .bp3-popover-wrapper,
+  .bp3-button-group .bp3-popover-target{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button-group .bp3-button.bp3-fill,
+  .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-vertical{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column;
+    vertical-align:top; }
+    .bp3-button-group.bp3-vertical.bp3-fill{
+      height:100%;
+      width:unset; }
+    .bp3-button-group.bp3-vertical .bp3-button{
+      margin-right:0 !important;
+      width:100%; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
+      border-radius:3px 3px 0 0; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
+      border-radius:0 0 3px 3px; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
+      margin-bottom:-1px; }
+  .bp3-button-group.bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    margin-right:1px; }
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
+    margin-bottom:1px; }
+.bp3-callout{
+  font-size:14px;
+  line-height:1.5;
+  background-color:rgba(138, 155, 168, 0.15);
+  border-radius:3px;
+  padding:10px 12px 9px;
+  position:relative;
+  width:100%; }
+  .bp3-callout[class*="bp3-icon-"]{
+    padding-left:40px; }
+    .bp3-callout[class*="bp3-icon-"]::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout.bp3-callout-icon{
+    padding-left:40px; }
+    .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout .bp3-heading{
+    line-height:20px;
+    margin-bottom:5px;
+    margin-top:0; }
+    .bp3-callout .bp3-heading:last-child{
+      margin-bottom:0; }
+  .bp3-dark .bp3-callout{
+    background-color:rgba(138, 155, 168, 0.2); }
+    .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+  .bp3-callout.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15); }
+    .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-primary .bp3-heading{
+      color:#106ba3; }
+    .bp3-dark .bp3-callout.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
+        color:#48aff0; }
+  .bp3-callout.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15); }
+    .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-success .bp3-heading{
+      color:#0d8050; }
+    .bp3-dark .bp3-callout.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
+        color:#3dcc91; }
+  .bp3-callout.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15); }
+    .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-warning .bp3-heading{
+      color:#bf7326; }
+    .bp3-dark .bp3-callout.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
+        color:#ffb366; }
+  .bp3-callout.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15); }
+    .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-danger .bp3-heading{
+      color:#c23030; }
+    .bp3-dark .bp3-callout.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
+        color:#ff7373; }
+  .bp3-running-text .bp3-callout{
+    margin:20px 0; }
+.bp3-card{
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+  padding:20px;
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-card.bp3-dark,
+  .bp3-dark .bp3-card{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-0{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+  .bp3-elevation-0.bp3-dark,
+  .bp3-dark .bp3-elevation-0{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-1{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-1.bp3-dark,
+  .bp3-dark .bp3-elevation-1{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-2{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-2.bp3-dark,
+  .bp3-dark .bp3-elevation-2{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-3{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-3.bp3-dark,
+  .bp3-dark .bp3-elevation-3{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-4{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-4.bp3-dark,
+  .bp3-dark .bp3-elevation-4{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:hover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  cursor:pointer; }
+  .bp3-card.bp3-interactive:hover.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:hover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:active{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  opacity:0.9;
+  -webkit-transition-duration:0;
+          transition-duration:0; }
+  .bp3-card.bp3-interactive:active.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:active{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-collapse{
+  height:0;
+  overflow-y:hidden;
+  -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-collapse .bp3-collapse-body{
+    -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
+      display:none; }
+
+.bp3-context-menu .bp3-popover-target{
+  display:block; }
+
+.bp3-context-menu-popover-target{
+  position:fixed; }
+
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-dialog-container{
+  opacity:1;
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  min-height:100%;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  width:100%; }
+  .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5); }
+  .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+
+.bp3-dialog{
+  background:#ebf1f5;
+  border-radius:6px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:30px 0;
+  padding-bottom:20px;
+  pointer-events:all;
+  -webkit-user-select:text;
+     -moz-user-select:text;
+      -ms-user-select:text;
+          user-select:text;
+  width:500px; }
+  .bp3-dialog:focus{
+    outline:0; }
+  .bp3-dialog.bp3-dark,
+  .bp3-dark .bp3-dialog{
+    background:#293742;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-dialog-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:6px 6px 0 0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding-left:20px;
+  padding-right:5px;
+  z-index:30; }
+  .bp3-dialog-header .bp3-icon-large,
+  .bp3-dialog-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-dialog-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-dialog-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-dialog-header{
+    background:#30404d;
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-dialog-header .bp3-icon-large,
+    .bp3-dark .bp3-dialog-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-dialog-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  margin:20px; }
+
+.bp3-dialog-footer{
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  margin:0 20px; }
+
+.bp3-dialog-footer-actions{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:end;
+      -ms-flex-pack:end;
+          justify-content:flex-end; }
+  .bp3-dialog-footer-actions .bp3-button{
+    margin-left:10px; }
+.bp3-multistep-dialog-panels{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+
+.bp3-multistep-dialog-left-panel{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column; }
+  .bp3-dark .bp3-multistep-dialog-left-panel{
+    background:#202b33; }
+
+.bp3-multistep-dialog-right-panel{
+  background-color:#f5f8fa;
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  border-radius:0 0 6px 0;
+  -webkit-box-flex:3;
+      -ms-flex:3;
+          flex:3;
+  min-width:0; }
+  .bp3-dark .bp3-multistep-dialog-right-panel{
+    background-color:#293742;
+    border-left:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-multistep-dialog-footer{
+  background-color:#ffffff;
+  border-radius:0 0 6px 0;
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  padding:10px; }
+  .bp3-dark .bp3-multistep-dialog-footer{
+    background:#30404d;
+    border-top:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-dialog-step-container{
+  background-color:#f5f8fa;
+  border-bottom:1px solid rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-dialog-step-container{
+    background:#293742;
+    border-bottom:1px solid rgba(16, 22, 26, 0.4); }
+  .bp3-dialog-step-container.bp3-dialog-step-viewed{
+    background-color:#ffffff; }
+    .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{
+      background:#30404d; }
+
+.bp3-dialog-step{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#f5f8fa;
+  border-radius:6px;
+  cursor:not-allowed;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:4px;
+  padding:6px 14px; }
+  .bp3-dark .bp3-dialog-step{
+    background:#293742; }
+  .bp3-dialog-step-viewed .bp3-dialog-step{
+    background-color:#ffffff;
+    cursor:pointer; }
+    .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{
+      background:#30404d; }
+  .bp3-dialog-step:hover{
+    background-color:#f5f8fa; }
+    .bp3-dark .bp3-dialog-step:hover{
+      background:#293742; }
+
+.bp3-dialog-step-icon{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:rgba(92, 112, 128, 0.6);
+  border-radius:50%;
+  color:#ffffff;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:25px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  width:25px; }
+  .bp3-dark .bp3-dialog-step-icon{
+    background-color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#2b95d6; }
+  .bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#8a9ba8; }
+
+.bp3-dialog-step-title{
+  color:rgba(92, 112, 128, 0.6);
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  padding-left:10px; }
+  .bp3-dark .bp3-dialog-step-title{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{
+    color:#2b95d6; }
+  .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+    color:#182026; }
+    .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+      color:#f5f8fa; }
+.bp3-drawer{
+  background:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0;
+  padding:0; }
+  .bp3-drawer:focus{
+    outline:0; }
+  .bp3-drawer.bp3-position-top{
+    height:50%;
+    left:0;
+    right:0;
+    top:0; }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-bottom{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-left{
+    bottom:0;
+    left:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-right{
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right):not(.bp3-vertical){
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right).bp3-vertical{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-dark,
+  .bp3-dark .bp3-drawer{
+    background:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-drawer-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border-radius:0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding:5px;
+  padding-left:20px;
+  position:relative; }
+  .bp3-drawer-header .bp3-icon-large,
+  .bp3-drawer-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-drawer-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-drawer-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-drawer-header{
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-drawer-header .bp3-icon-large,
+    .bp3-dark .bp3-drawer-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-drawer-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  overflow:auto; }
+
+.bp3-drawer-footer{
+  -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  padding:10px 20px;
+  position:relative; }
+  .bp3-dark .bp3-drawer-footer{
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
+.bp3-editable-text{
+  cursor:text;
+  display:inline-block;
+  max-width:100%;
+  position:relative;
+  vertical-align:top;
+  white-space:nowrap; }
+  .bp3-editable-text::before{
+    bottom:-3px;
+    left:-3px;
+    position:absolute;
+    right:-3px;
+    top:-3px;
+    border-radius:3px;
+    content:"";
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#137cbd; }
+  .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
+  .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#0f9960; }
+  .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
+  .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#d9822b; }
+  .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
+  .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#db3737; }
+  .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
+  .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#48aff0; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
+            box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#3dcc91; }
+  .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
+            box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#ffb366; }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#ff7373; }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-editable-text-input,
+.bp3-editable-text-content{
+  color:inherit;
+  display:inherit;
+  font:inherit;
+  letter-spacing:inherit;
+  max-width:inherit;
+  min-width:inherit;
+  position:relative;
+  resize:none;
+  text-transform:inherit;
+  vertical-align:top; }
+
+.bp3-editable-text-input{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0;
+  white-space:pre-wrap;
+  width:100%; }
+  .bp3-editable-text-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:focus{
+    outline:none; }
+  .bp3-editable-text-input::-ms-clear{
+    display:none; }
+
+.bp3-editable-text-content{
+  overflow:hidden;
+  padding-right:2px;
+  text-overflow:ellipsis;
+  white-space:pre; }
+  .bp3-editable-text-editing > .bp3-editable-text-content{
+    left:0;
+    position:absolute;
+    visibility:hidden; }
+  .bp3-editable-text-placeholder > .bp3-editable-text-content{
+    color:rgba(92, 112, 128, 0.6); }
+    .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
+      color:rgba(167, 182, 194, 0.6); }
+
+.bp3-editable-text.bp3-multiline{
+  display:block; }
+  .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
+    overflow:auto;
+    white-space:pre-wrap;
+    word-wrap:break-word; }
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-control-group{
+  -webkit-transform:translateZ(0);
+          transform:translateZ(0);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:stretch;
+      -ms-flex-align:stretch;
+          align-items:stretch; }
+  .bp3-control-group > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select,
+  .bp3-control-group .bp3-input,
+  .bp3-control-group .bp3-select{
+    position:relative; }
+  .bp3-control-group .bp3-input{
+    border-radius:inherit;
+    z-index:2; }
+    .bp3-control-group .bp3-input:focus{
+      border-radius:3px;
+      z-index:14; }
+    .bp3-control-group .bp3-input[class*="bp3-intent"]{
+      z-index:13; }
+      .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
+        z-index:15; }
+    .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
+      z-index:1; }
+  .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
+    z-index:13; }
+    .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
+      z-index:15; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select select,
+  .bp3-control-group .bp3-select select{
+    -webkit-transform:translateZ(0);
+            transform:translateZ(0);
+    border-radius:inherit;
+    z-index:4; }
+    .bp3-control-group .bp3-button:focus,
+    .bp3-control-group .bp3-html-select select:focus,
+    .bp3-control-group .bp3-select select:focus{
+      z-index:5; }
+    .bp3-control-group .bp3-button:hover,
+    .bp3-control-group .bp3-html-select select:hover,
+    .bp3-control-group .bp3-select select:hover{
+      z-index:6; }
+    .bp3-control-group .bp3-button:active,
+    .bp3-control-group .bp3-html-select select:active,
+    .bp3-control-group .bp3-select select:active{
+      z-index:7; }
+    .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
+    .bp3-control-group .bp3-html-select select[readonly],
+    .bp3-control-group .bp3-html-select select:disabled,
+    .bp3-control-group .bp3-html-select select.bp3-disabled,
+    .bp3-control-group .bp3-select select[readonly],
+    .bp3-control-group .bp3-select select:disabled,
+    .bp3-control-group .bp3-select select.bp3-disabled{
+      z-index:3; }
+    .bp3-control-group .bp3-button[class*="bp3-intent"],
+    .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
+    .bp3-control-group .bp3-select select[class*="bp3-intent"]{
+      z-index:9; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
+        z-index:10; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
+        z-index:11; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
+        z-index:12; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
+        z-index:8; }
+  .bp3-control-group .bp3-input-group > .bp3-icon,
+  .bp3-control-group .bp3-input-group > .bp3-button,
+  .bp3-control-group .bp3-input-group > .bp3-input-left-container,
+  .bp3-control-group .bp3-input-group > .bp3-input-action{
+    z-index:16; }
+  .bp3-control-group .bp3-select::after,
+  .bp3-control-group .bp3-html-select::after,
+  .bp3-control-group .bp3-select > .bp3-icon,
+  .bp3-control-group .bp3-html-select > .bp3-icon{
+    z-index:17; }
+  .bp3-control-group .bp3-select:focus-within{
+    z-index:5; }
+  .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:-1px; }
+  .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
+    margin-left:6px; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:0; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
+    margin-left:1px; }
+  .bp3-control-group .bp3-popover-wrapper,
+  .bp3-control-group .bp3-popover-target{
+    border-radius:inherit; }
+  .bp3-control-group > :first-child{
+    border-radius:3px 0 0 3px; }
+  .bp3-control-group > :last-child{
+    border-radius:0 3px 3px 0;
+    margin-right:0; }
+  .bp3-control-group > :only-child{
+    border-radius:3px;
+    margin-right:0; }
+  .bp3-control-group .bp3-input-group .bp3-button{
+    border-radius:3px; }
+  .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-control-group.bp3-fill{
+    width:100%; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-vertical{
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-control-group.bp3-vertical > *{
+      margin-top:-1px; }
+    .bp3-control-group.bp3-vertical > :first-child{
+      border-radius:3px 3px 0 0;
+      margin-top:0; }
+    .bp3-control-group.bp3-vertical > :last-child{
+      border-radius:0 0 3px 3px; }
+.bp3-control{
+  cursor:pointer;
+  display:block;
+  margin-bottom:10px;
+  position:relative;
+  text-transform:none; }
+  .bp3-control input:checked ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control:not(.bp3-align-right){
+    padding-left:26px; }
+    .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-26px; }
+  .bp3-control.bp3-align-right{
+    padding-right:26px; }
+    .bp3-control.bp3-align-right .bp3-control-indicator{
+      margin-right:-26px; }
+  .bp3-control.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-control.bp3-inline{
+    display:inline-block;
+    margin-right:20px; }
+  .bp3-control input{
+    left:0;
+    opacity:0;
+    position:absolute;
+    top:0;
+    z-index:-1; }
+  .bp3-control .bp3-control-indicator{
+    background-clip:padding-box;
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    border:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    cursor:pointer;
+    display:inline-block;
+    font-size:16px;
+    height:1em;
+    margin-right:10px;
+    margin-top:-3px;
+    position:relative;
+    -webkit-user-select:none;
+       -moz-user-select:none;
+        -ms-user-select:none;
+            user-select:none;
+    vertical-align:middle;
+    width:1em; }
+    .bp3-control .bp3-control-indicator::before{
+      content:"";
+      display:block;
+      height:1em;
+      width:1em; }
+  .bp3-control:hover .bp3-control-indicator{
+    background-color:#ebf1f5; }
+  .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+    background:#d8e1e8;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    cursor:not-allowed; }
+  .bp3-control input:focus ~ .bp3-control-indicator{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:2px;
+    -moz-outline-radius:6px; }
+  .bp3-control.bp3-align-right .bp3-control-indicator{
+    float:right;
+    margin-left:10px;
+    margin-top:1px; }
+  .bp3-control.bp3-large{
+    font-size:16px; }
+    .bp3-control.bp3-large:not(.bp3-align-right){
+      padding-left:30px; }
+      .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+        margin-left:-30px; }
+    .bp3-control.bp3-large.bp3-align-right{
+      padding-right:30px; }
+      .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+        margin-right:-30px; }
+    .bp3-control.bp3-large .bp3-control-indicator{
+      font-size:20px; }
+    .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-top:0; }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control.bp3-checkbox .bp3-control-indicator{
+    border-radius:3px; }
+  .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-radio .bp3-control-indicator{
+    border-radius:50%; }
+  .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
+    background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
+  .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
+    opacity:0.5; }
+  .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
+    -moz-outline-radius:16px; }
+  .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(167, 182, 194, 0.5); }
+  .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(115, 134, 148, 0.5); }
+  .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(92, 112, 128, 0.5); }
+  .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5); }
+    .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5); }
+    .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch:not(.bp3-align-right){
+    padding-left:38px; }
+    .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-38px; }
+  .bp3-control.bp3-switch.bp3-align-right{
+    padding-right:38px; }
+    .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
+      margin-right:-38px; }
+  .bp3-control.bp3-switch .bp3-control-indicator{
+    border:none;
+    border-radius:1.75em;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important;
+    min-width:1.75em;
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:auto; }
+    .bp3-control.bp3-switch .bp3-control-indicator::before{
+      background:#ffffff;
+      border-radius:50%;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+      height:calc(1em - 4px);
+      left:0;
+      margin:2px;
+      position:absolute;
+      -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      width:calc(1em - 4px); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    left:calc(100% - 1em); }
+  .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
+    padding-left:45px; }
+    .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-45px; }
+  .bp3-control.bp3-switch.bp3-large.bp3-align-right{
+    padding-right:45px; }
+    .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-right:-45px; }
+  .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.7); }
+  .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.9); }
+  .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(57, 75, 89, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-control.bp3-switch .bp3-switch-inner-text{
+    font-size:0.7em;
+    text-align:center; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
+    line-height:0;
+    margin-left:0.5em;
+    margin-right:1.2em;
+    visibility:hidden; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
+    line-height:1em;
+    margin-left:1.2em;
+    margin-right:0.5em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
+    line-height:1em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
+    line-height:0;
+    visibility:hidden; }
+  .bp3-dark .bp3-control{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-control.bp3-disabled{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-control .bp3-control-indicator{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-control:hover .bp3-control-indicator{
+      background-color:#30404d; }
+    .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+      background:#202b33;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      cursor:not-allowed; }
+    .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-file-input{
+  cursor:pointer;
+  display:inline-block;
+  height:30px;
+  position:relative; }
+  .bp3-file-input input{
+    margin:0;
+    min-width:200px;
+    opacity:0; }
+    .bp3-file-input input:disabled + .bp3-file-upload-input,
+    .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+      background:rgba(206, 217, 224, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      resize:none; }
+      .bp3-file-input input:disabled + .bp3-file-upload-input::after,
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+        background-color:rgba(206, 217, 224, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(92, 112, 128, 0.6);
+        cursor:not-allowed;
+        outline:none; }
+        .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
+          background:rgba(206, 217, 224, 0.7); }
+      .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+        background:rgba(57, 75, 89, 0.5);
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+          background-color:rgba(57, 75, 89, 0.5);
+          background-image:none;
+          -webkit-box-shadow:none;
+                  box-shadow:none;
+          color:rgba(167, 182, 194, 0.6); }
+          .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
+          .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
+            background:rgba(57, 75, 89, 0.7); }
+  .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#182026; }
+  .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#f5f8fa; }
+  .bp3-file-input.bp3-fill{
+    width:100%; }
+  .bp3-file-input.bp3-large,
+  .bp3-large .bp3-file-input{
+    height:40px; }
+  .bp3-file-input .bp3-file-upload-input-custom-text::after{
+    content:attr(bp3-button-text); }
+
+.bp3-file-upload-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle;
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:rgba(92, 112, 128, 0.6);
+  left:0;
+  padding-right:80px;
+  position:absolute;
+  right:0;
+  top:0;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-file-upload-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-file-upload-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-file-upload-input::after{
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026;
+    min-height:24px;
+    min-width:24px;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    border-radius:3px;
+    content:"Browse";
+    line-height:24px;
+    margin:3px;
+    position:absolute;
+    right:0;
+    text-align:center;
+    top:0;
+    width:70px; }
+    .bp3-file-upload-input::after:hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-file-upload-input:hover::after{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-file-upload-input:active::after{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-large .bp3-file-upload-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px;
+    padding-right:95px; }
+    .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
+      padding:0 15px; }
+    .bp3-large .bp3-file-upload-input::after{
+      min-height:30px;
+      min-width:30px;
+      line-height:30px;
+      margin:5px;
+      width:85px; }
+  .bp3-dark .bp3-file-upload-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::after{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+      color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover{
+        background-color:#30404d;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        background-color:#202b33;
+        background-image:none;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+      .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
+        background-color:rgba(57, 75, 89, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
+          background:rgba(57, 75, 89, 0.7); }
+      .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
+        background:rgba(16, 22, 26, 0.5);
+        stroke:#8a9ba8; }
+    .bp3-dark .bp3-file-upload-input:hover::after{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:active::after{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+.bp3-file-upload-input::after{
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+.bp3-form-group{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0 0 15px; }
+  .bp3-form-group label.bp3-label{
+    margin-bottom:5px; }
+  .bp3-form-group .bp3-control{
+    margin-top:7px; }
+  .bp3-form-group .bp3-form-helper-text{
+    color:#5c7080;
+    font-size:12px;
+    margin-top:5px; }
+  .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#106ba3; }
+  .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#0d8050; }
+  .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#bf7326; }
+  .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#c23030; }
+  .bp3-form-group.bp3-inline{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row; }
+    .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
+      line-height:40px;
+      margin:0 10px 0 0; }
+    .bp3-form-group.bp3-inline label.bp3-label{
+      line-height:30px;
+      margin:0 10px 0 0; }
+  .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#48aff0; }
+  .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#3dcc91; }
+  .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#ffb366; }
+  .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#ff7373; }
+  .bp3-dark .bp3-form-group .bp3-form-helper-text{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(167, 182, 194, 0.6) !important; }
+.bp3-input-group{
+  display:block;
+  position:relative; }
+  .bp3-input-group .bp3-input{
+    position:relative;
+    width:100%; }
+    .bp3-input-group .bp3-input:not(:first-child){
+      padding-left:30px; }
+    .bp3-input-group .bp3-input:not(:last-child){
+      padding-right:30px; }
+  .bp3-input-group .bp3-input-action,
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-button,
+  .bp3-input-group > .bp3-icon{
+    position:absolute;
+    top:0; }
+    .bp3-input-group .bp3-input-action:first-child,
+    .bp3-input-group > .bp3-input-left-container:first-child,
+    .bp3-input-group > .bp3-button:first-child,
+    .bp3-input-group > .bp3-icon:first-child{
+      left:0; }
+    .bp3-input-group .bp3-input-action:last-child,
+    .bp3-input-group > .bp3-input-left-container:last-child,
+    .bp3-input-group > .bp3-button:last-child,
+    .bp3-input-group > .bp3-icon:last-child{
+      right:0; }
+  .bp3-input-group .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    margin:3px;
+    padding:0 7px; }
+    .bp3-input-group .bp3-button:empty{
+      padding:0; }
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-icon{
+    z-index:1; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon{
+    color:#5c7080; }
+    .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
+    .bp3-input-group > .bp3-icon:empty{
+      font-family:"Icons16", sans-serif;
+      font-size:16px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon,
+  .bp3-input-group .bp3-input-action > .bp3-spinner{
+    margin:7px; }
+  .bp3-input-group .bp3-tag{
+    margin:5px; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+    color:#5c7080; }
+    .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+      color:#a7b6c2; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
+      color:#5c7080; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
+    color:rgba(92, 112, 128, 0.6) !important; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-input-group.bp3-disabled{
+    cursor:not-allowed; }
+    .bp3-input-group.bp3-disabled .bp3-icon{
+      color:rgba(92, 112, 128, 0.6); }
+  .bp3-input-group.bp3-large .bp3-button{
+    min-height:30px;
+    min-width:30px;
+    margin:5px; }
+  .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-large > .bp3-icon,
+  .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
+    margin:12px; }
+  .bp3-input-group.bp3-large .bp3-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
+      padding:0 15px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:first-child){
+      padding-left:40px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:last-child){
+      padding-right:40px; }
+  .bp3-input-group.bp3-small .bp3-button{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small .bp3-tag{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-small > .bp3-icon,
+  .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
+    margin:4px; }
+  .bp3-input-group.bp3-small .bp3-input{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
+      padding:0 12px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:first-child){
+      padding-left:24px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:last-child){
+      padding-right:24px; }
+  .bp3-input-group.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-input-group.bp3-round .bp3-button,
+  .bp3-input-group.bp3-round .bp3-input,
+  .bp3-input-group.bp3-round .bp3-tag{
+    border-radius:30px; }
+  .bp3-dark .bp3-input-group .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-input-group.bp3-intent-primary .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-primary > .bp3-icon{
+    color:#106ba3; }
+    .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
+      color:#48aff0; }
+  .bp3-input-group.bp3-intent-success .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-success > .bp3-icon{
+    color:#0d8050; }
+    .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
+      color:#3dcc91; }
+  .bp3-input-group.bp3-intent-warning .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-warning > .bp3-icon{
+    color:#bf7326; }
+    .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
+      color:#ffb366; }
+  .bp3-input-group.bp3-intent-danger .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-danger > .bp3-icon{
+    color:#c23030; }
+    .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
+      color:#ff7373; }
+.bp3-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle; }
+  .bp3-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:focus, .bp3-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-input[type="search"], .bp3-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-input:disabled, .bp3-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-input.bp3-large{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
+      padding:0 15px; }
+  .bp3-input.bp3-small{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
+      padding:0 12px; }
+  .bp3-input.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-dark .bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-input.bp3-intent-primary{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary:focus{
+        -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+                box-shadow:inset 0 0 0 1px #137cbd; }
+      .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-success{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success:focus{
+        -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+                box-shadow:inset 0 0 0 1px #0f9960; }
+      .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-warning{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning:focus{
+        -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+                box-shadow:inset 0 0 0 1px #d9822b; }
+      .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-danger{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger:focus{
+        -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #db3737;
+                box-shadow:inset 0 0 0 1px #db3737; }
+      .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input::-ms-clear{
+    display:none; }
+textarea.bp3-input{
+  max-width:100%;
+  padding:10px; }
+  textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
+    height:auto;
+    line-height:inherit; }
+  textarea.bp3-input.bp3-small{
+    padding:8px; }
+  .bp3-dark textarea.bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+label.bp3-label{
+  display:block;
+  margin-bottom:15px;
+  margin-top:0; }
+  label.bp3-label .bp3-html-select,
+  label.bp3-label .bp3-input,
+  label.bp3-label .bp3-select,
+  label.bp3-label .bp3-slider,
+  label.bp3-label .bp3-popover-wrapper{
+    display:block;
+    margin-top:5px;
+    text-transform:none; }
+  label.bp3-label .bp3-button-group{
+    margin-top:5px; }
+  label.bp3-label .bp3-select select,
+  label.bp3-label .bp3-html-select select{
+    font-weight:400;
+    vertical-align:top;
+    width:100%; }
+  label.bp3-label.bp3-disabled,
+  label.bp3-label.bp3-disabled .bp3-text-muted{
+    color:rgba(92, 112, 128, 0.6); }
+  label.bp3-label.bp3-inline{
+    line-height:30px; }
+    label.bp3-label.bp3-inline .bp3-html-select,
+    label.bp3-label.bp3-inline .bp3-input,
+    label.bp3-label.bp3-inline .bp3-input-group,
+    label.bp3-label.bp3-inline .bp3-select,
+    label.bp3-label.bp3-inline .bp3-popover-wrapper{
+      display:inline-block;
+      margin:0 0 0 5px;
+      vertical-align:top; }
+    label.bp3-label.bp3-inline .bp3-button-group{
+      margin:0 0 0 5px; }
+    label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
+      margin-left:0; }
+    label.bp3-label.bp3-inline.bp3-large{
+      line-height:40px; }
+  label.bp3-label:not(.bp3-inline) .bp3-popover-target{
+    display:block; }
+  .bp3-dark label.bp3-label{
+    color:#f5f8fa; }
+    .bp3-dark label.bp3-label.bp3-disabled,
+    .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 14px;
+          flex:1 1 14px;
+  min-height:0;
+  padding:0;
+  width:30px; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
+    border-radius:0 3px 0 0; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
+    border-radius:0 0 3px 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
+  border-radius:3px 0 0 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
+  border-radius:0 0 0 3px; }
+
+.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
+  width:40px; }
+
+form{
+  display:block; }
+.bp3-html-select select,
+.bp3-select select{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  -moz-appearance:none;
+  -webkit-appearance:none;
+  border-radius:3px;
+  height:30px;
+  padding:0 25px 0 10px;
+  width:100%; }
+  .bp3-html-select select > *, .bp3-select select > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-html-select select::before,
+  .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
+    margin-right:7px; }
+  .bp3-html-select select:empty::before,
+  .bp3-select select:empty::before,
+  .bp3-html-select select > :last-child,
+  .bp3-select select > :last-child{
+    margin-right:0; }
+  .bp3-html-select select:hover,
+  .bp3-select select:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-html-select select:active,
+  .bp3-select select:active, .bp3-html-select select.bp3-active,
+  .bp3-select select.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-html-select select:disabled,
+  .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
+  .bp3-select select.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-html-select select:disabled.bp3-active,
+    .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
+    .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
+    .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
+    .bp3-select select.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+
+.bp3-html-select.bp3-minimal select,
+.bp3-select.bp3-minimal select{
+  background:none;
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  .bp3-html-select.bp3-minimal select:hover,
+  .bp3-select.bp3-minimal select:hover{
+    background:rgba(167, 182, 194, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026;
+    text-decoration:none; }
+  .bp3-html-select.bp3-minimal select:active,
+  .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
+  .bp3-select.bp3-minimal select.bp3-active{
+    background:rgba(115, 134, 148, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026; }
+  .bp3-html-select.bp3-minimal select:disabled,
+  .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
+  .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
+  .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
+  .bp3-select.bp3-minimal select.bp3-disabled:hover{
+    background:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+    .bp3-html-select.bp3-minimal select:disabled.bp3-active,
+    .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
+      background:rgba(115, 134, 148, 0.3); }
+  .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
+  .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
+      background:rgba(138, 155, 168, 0.15); }
+    .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:rgba(138, 155, 168, 0.3);
+      color:#f5f8fa; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
+      background:none;
+      color:rgba(167, 182, 194, 0.6);
+      cursor:not-allowed; }
+      .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
+        background:rgba(138, 155, 168, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-primary,
+  .bp3-select.bp3-minimal select.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
+      background:rgba(19, 124, 189, 0.15);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:rgba(19, 124, 189, 0.3);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
+      background:none;
+      color:rgba(16, 107, 163, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
+        background:rgba(19, 124, 189, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+      stroke:#106ba3; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
+      color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.2);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(72, 175, 240, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-success,
+  .bp3-select.bp3-minimal select.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover{
+      background:rgba(15, 153, 96, 0.15);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:rgba(15, 153, 96, 0.3);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
+      background:none;
+      color:rgba(13, 128, 80, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
+        background:rgba(15, 153, 96, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+      stroke:#0d8050; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
+      color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.2);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(61, 204, 145, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-warning,
+  .bp3-select.bp3-minimal select.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
+      background:rgba(217, 130, 43, 0.15);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:rgba(217, 130, 43, 0.3);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
+      background:none;
+      color:rgba(191, 115, 38, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
+        background:rgba(217, 130, 43, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+      stroke:#bf7326; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
+      color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.2);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(255, 179, 102, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-danger,
+  .bp3-select.bp3-minimal select.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
+      background:rgba(219, 55, 55, 0.15);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:rgba(219, 55, 55, 0.3);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
+      background:none;
+      color:rgba(194, 48, 48, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
+        background:rgba(219, 55, 55, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+      stroke:#c23030; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
+      color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.2);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(255, 115, 115, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+
+.bp3-html-select.bp3-large select,
+.bp3-select.bp3-large select{
+  font-size:16px;
+  height:40px;
+  padding-right:35px; }
+
+.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
+  background-color:#394b59;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+  color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    background-color:#202b33;
+    background-image:none;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
+    background-color:rgba(57, 75, 89, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
+      background:rgba(57, 75, 89, 0.7); }
+  .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
+    background:rgba(16, 22, 26, 0.5);
+    stroke:#8a9ba8; }
+
+.bp3-html-select select:disabled,
+.bp3-select select:disabled{
+  background-color:rgba(206, 217, 224, 0.5);
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-html-select .bp3-icon,
+.bp3-select .bp3-icon, .bp3-select::after{
+  color:#5c7080;
+  pointer-events:none;
+  position:absolute;
+  right:7px;
+  top:7px; }
+  .bp3-html-select .bp3-disabled.bp3-icon,
+  .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
+    color:rgba(92, 112, 128, 0.6); }
+.bp3-html-select,
+.bp3-select{
+  display:inline-block;
+  letter-spacing:normal;
+  position:relative;
+  vertical-align:middle; }
+  .bp3-html-select select::-ms-expand,
+  .bp3-select select::-ms-expand{
+    display:none; }
+  .bp3-html-select .bp3-icon,
+  .bp3-select .bp3-icon{
+    color:#5c7080; }
+    .bp3-html-select .bp3-icon:hover,
+    .bp3-select .bp3-icon:hover{
+      color:#182026; }
+    .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
+    .bp3-select .bp3-icon{
+      color:#a7b6c2; }
+      .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
+      .bp3-select .bp3-icon:hover{
+        color:#f5f8fa; }
+  .bp3-html-select.bp3-large::after,
+  .bp3-html-select.bp3-large .bp3-icon,
+  .bp3-select.bp3-large::after,
+  .bp3-select.bp3-large .bp3-icon{
+    right:12px;
+    top:12px; }
+  .bp3-html-select.bp3-fill,
+  .bp3-html-select.bp3-fill select,
+  .bp3-select.bp3-fill,
+  .bp3-select.bp3-fill select{
+    width:100%; }
+  .bp3-dark .bp3-html-select option, .bp3-dark
+  .bp3-select option{
+    background-color:#30404d;
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select option:disabled, .bp3-dark
+  .bp3-select option:disabled{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-html-select::after, .bp3-dark
+  .bp3-select::after{
+    color:#a7b6c2; }
+
+.bp3-select::after{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  content:""; }
+.bp3-running-text table, table.bp3-html-table{
+  border-spacing:0;
+  font-size:14px; }
+  .bp3-running-text table th, table.bp3-html-table th,
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    padding:11px;
+    text-align:left;
+    vertical-align:top; }
+  .bp3-running-text table th, table.bp3-html-table th{
+    color:#182026;
+    font-weight:600; }
+  
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    color:#182026; }
+  .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
+  .bp3-running-text table tbody tr:first-child td,
+  table.bp3-html-table tbody tr:first-child td,
+  .bp3-running-text table tfoot tr:first-child th,
+  table.bp3-html-table tfoot tr:first-child th,
+  .bp3-running-text table tfoot tr:first-child td,
+  table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
+  .bp3-dark .bp3-running-text table tbody tr:first-child td,
+  .bp3-running-text .bp3-dark table tbody tr:first-child td,
+  .bp3-dark table.bp3-html-table tbody tr:first-child td,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child th,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child th,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child th,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child td,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child td,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+
+table.bp3-html-table.bp3-html-table-condensed th,
+table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
+table.bp3-html-table.bp3-small td{
+  padding-bottom:6px;
+  padding-top:6px; }
+
+table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+  background:rgba(191, 204, 214, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+  -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+  -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+  table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+    -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-interactive tbody tr:hover td{
+  background-color:rgba(191, 204, 214, 0.3);
+  cursor:pointer; }
+
+table.bp3-html-table.bp3-interactive tbody tr:active td{
+  background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-dark table.bp3-html-table{ }
+  .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+    background:rgba(92, 112, 128, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+      -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
+              box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
+    background-color:rgba(92, 112, 128, 0.3);
+    cursor:pointer; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
+    background-color:rgba(92, 112, 128, 0.4); }
+
+.bp3-key-combo{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center; }
+  .bp3-key-combo > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-key-combo > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-key-combo::before,
+  .bp3-key-combo > *{
+    margin-right:5px; }
+  .bp3-key-combo:empty::before,
+  .bp3-key-combo > :last-child{
+    margin-right:0; }
+
+.bp3-hotkey-dialog{
+  padding-bottom:0;
+  top:40px; }
+  .bp3-hotkey-dialog .bp3-dialog-body{
+    margin:0;
+    padding:0; }
+  .bp3-hotkey-dialog .bp3-hotkey-label{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1; }
+
+.bp3-hotkey-column{
+  margin:auto;
+  max-height:80vh;
+  overflow-y:auto;
+  padding:30px; }
+  .bp3-hotkey-column .bp3-heading{
+    margin-bottom:20px; }
+    .bp3-hotkey-column .bp3-heading:not(:first-child){
+      margin-top:40px; }
+
+.bp3-hotkey{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:justify;
+      -ms-flex-pack:justify;
+          justify-content:space-between;
+  margin-left:0;
+  margin-right:0; }
+  .bp3-hotkey:not(:last-child){
+    margin-bottom:10px; }
+.bp3-icon{
+  display:inline-block;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  vertical-align:text-bottom; }
+  .bp3-icon:not(:empty)::before{
+    content:"" !important;
+    content:unset !important; }
+  .bp3-icon > svg{
+    display:block; }
+    .bp3-icon > svg:not([fill]){
+      fill:currentColor; }
+
+.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
+  color:#106ba3; }
+  .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
+    color:#48aff0; }
+
+.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
+  color:#0d8050; }
+  .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
+    color:#3dcc91; }
+
+.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
+  color:#bf7326; }
+  .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
+    color:#ffb366; }
+
+.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
+  color:#c23030; }
+  .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
+    color:#ff7373; }
+
+span.bp3-icon-standard{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon-large{
+  font-family:"Icons20", sans-serif;
+  font-size:20px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon:empty{
+  font-family:"Icons20";
+  font-size:inherit;
+  font-style:normal;
+  font-weight:400;
+  line-height:1; }
+  span.bp3-icon:empty::before{
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased; }
+
+.bp3-icon-add::before{
+  content:""; }
+
+.bp3-icon-add-column-left::before{
+  content:""; }
+
+.bp3-icon-add-column-right::before{
+  content:""; }
+
+.bp3-icon-add-row-bottom::before{
+  content:""; }
+
+.bp3-icon-add-row-top::before{
+  content:""; }
+
+.bp3-icon-add-to-artifact::before{
+  content:""; }
+
+.bp3-icon-add-to-folder::before{
+  content:""; }
+
+.bp3-icon-airplane::before{
+  content:""; }
+
+.bp3-icon-align-center::before{
+  content:""; }
+
+.bp3-icon-align-justify::before{
+  content:""; }
+
+.bp3-icon-align-left::before{
+  content:""; }
+
+.bp3-icon-align-right::before{
+  content:""; }
+
+.bp3-icon-alignment-bottom::before{
+  content:""; }
+
+.bp3-icon-alignment-horizontal-center::before{
+  content:""; }
+
+.bp3-icon-alignment-left::before{
+  content:""; }
+
+.bp3-icon-alignment-right::before{
+  content:""; }
+
+.bp3-icon-alignment-top::before{
+  content:""; }
+
+.bp3-icon-alignment-vertical-center::before{
+  content:""; }
+
+.bp3-icon-annotation::before{
+  content:""; }
+
+.bp3-icon-application::before{
+  content:""; }
+
+.bp3-icon-applications::before{
+  content:""; }
+
+.bp3-icon-archive::before{
+  content:""; }
+
+.bp3-icon-arrow-bottom-left::before{
+  content:"↙"; }
+
+.bp3-icon-arrow-bottom-right::before{
+  content:"↘"; }
+
+.bp3-icon-arrow-down::before{
+  content:"↓"; }
+
+.bp3-icon-arrow-left::before{
+  content:"←"; }
+
+.bp3-icon-arrow-right::before{
+  content:"→"; }
+
+.bp3-icon-arrow-top-left::before{
+  content:"↖"; }
+
+.bp3-icon-arrow-top-right::before{
+  content:"↗"; }
+
+.bp3-icon-arrow-up::before{
+  content:"↑"; }
+
+.bp3-icon-arrows-horizontal::before{
+  content:"↔"; }
+
+.bp3-icon-arrows-vertical::before{
+  content:"↕"; }
+
+.bp3-icon-asterisk::before{
+  content:"*"; }
+
+.bp3-icon-automatic-updates::before{
+  content:""; }
+
+.bp3-icon-badge::before{
+  content:""; }
+
+.bp3-icon-ban-circle::before{
+  content:""; }
+
+.bp3-icon-bank-account::before{
+  content:""; }
+
+.bp3-icon-barcode::before{
+  content:""; }
+
+.bp3-icon-blank::before{
+  content:""; }
+
+.bp3-icon-blocked-person::before{
+  content:""; }
+
+.bp3-icon-bold::before{
+  content:""; }
+
+.bp3-icon-book::before{
+  content:""; }
+
+.bp3-icon-bookmark::before{
+  content:""; }
+
+.bp3-icon-box::before{
+  content:""; }
+
+.bp3-icon-briefcase::before{
+  content:""; }
+
+.bp3-icon-bring-data::before{
+  content:""; }
+
+.bp3-icon-build::before{
+  content:""; }
+
+.bp3-icon-calculator::before{
+  content:""; }
+
+.bp3-icon-calendar::before{
+  content:""; }
+
+.bp3-icon-camera::before{
+  content:""; }
+
+.bp3-icon-caret-down::before{
+  content:"⌄"; }
+
+.bp3-icon-caret-left::before{
+  content:"〈"; }
+
+.bp3-icon-caret-right::before{
+  content:"〉"; }
+
+.bp3-icon-caret-up::before{
+  content:"⌃"; }
+
+.bp3-icon-cell-tower::before{
+  content:""; }
+
+.bp3-icon-changes::before{
+  content:""; }
+
+.bp3-icon-chart::before{
+  content:""; }
+
+.bp3-icon-chat::before{
+  content:""; }
+
+.bp3-icon-chevron-backward::before{
+  content:""; }
+
+.bp3-icon-chevron-down::before{
+  content:""; }
+
+.bp3-icon-chevron-forward::before{
+  content:""; }
+
+.bp3-icon-chevron-left::before{
+  content:""; }
+
+.bp3-icon-chevron-right::before{
+  content:""; }
+
+.bp3-icon-chevron-up::before{
+  content:""; }
+
+.bp3-icon-circle::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-down::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-left::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-right::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-up::before{
+  content:""; }
+
+.bp3-icon-citation::before{
+  content:""; }
+
+.bp3-icon-clean::before{
+  content:""; }
+
+.bp3-icon-clipboard::before{
+  content:""; }
+
+.bp3-icon-cloud::before{
+  content:"☁"; }
+
+.bp3-icon-cloud-download::before{
+  content:""; }
+
+.bp3-icon-cloud-upload::before{
+  content:""; }
+
+.bp3-icon-code::before{
+  content:""; }
+
+.bp3-icon-code-block::before{
+  content:""; }
+
+.bp3-icon-cog::before{
+  content:""; }
+
+.bp3-icon-collapse-all::before{
+  content:""; }
+
+.bp3-icon-column-layout::before{
+  content:""; }
+
+.bp3-icon-comment::before{
+  content:""; }
+
+.bp3-icon-comparison::before{
+  content:""; }
+
+.bp3-icon-compass::before{
+  content:""; }
+
+.bp3-icon-compressed::before{
+  content:""; }
+
+.bp3-icon-confirm::before{
+  content:""; }
+
+.bp3-icon-console::before{
+  content:""; }
+
+.bp3-icon-contrast::before{
+  content:""; }
+
+.bp3-icon-control::before{
+  content:""; }
+
+.bp3-icon-credit-card::before{
+  content:""; }
+
+.bp3-icon-cross::before{
+  content:"✗"; }
+
+.bp3-icon-crown::before{
+  content:""; }
+
+.bp3-icon-cube::before{
+  content:""; }
+
+.bp3-icon-cube-add::before{
+  content:""; }
+
+.bp3-icon-cube-remove::before{
+  content:""; }
+
+.bp3-icon-curved-range-chart::before{
+  content:""; }
+
+.bp3-icon-cut::before{
+  content:""; }
+
+.bp3-icon-dashboard::before{
+  content:""; }
+
+.bp3-icon-data-lineage::before{
+  content:""; }
+
+.bp3-icon-database::before{
+  content:""; }
+
+.bp3-icon-delete::before{
+  content:""; }
+
+.bp3-icon-delta::before{
+  content:"Δ"; }
+
+.bp3-icon-derive-column::before{
+  content:""; }
+
+.bp3-icon-desktop::before{
+  content:""; }
+
+.bp3-icon-diagnosis::before{
+  content:""; }
+
+.bp3-icon-diagram-tree::before{
+  content:""; }
+
+.bp3-icon-direction-left::before{
+  content:""; }
+
+.bp3-icon-direction-right::before{
+  content:""; }
+
+.bp3-icon-disable::before{
+  content:""; }
+
+.bp3-icon-document::before{
+  content:""; }
+
+.bp3-icon-document-open::before{
+  content:""; }
+
+.bp3-icon-document-share::before{
+  content:""; }
+
+.bp3-icon-dollar::before{
+  content:"$"; }
+
+.bp3-icon-dot::before{
+  content:"•"; }
+
+.bp3-icon-double-caret-horizontal::before{
+  content:""; }
+
+.bp3-icon-double-caret-vertical::before{
+  content:""; }
+
+.bp3-icon-double-chevron-down::before{
+  content:""; }
+
+.bp3-icon-double-chevron-left::before{
+  content:""; }
+
+.bp3-icon-double-chevron-right::before{
+  content:""; }
+
+.bp3-icon-double-chevron-up::before{
+  content:""; }
+
+.bp3-icon-doughnut-chart::before{
+  content:""; }
+
+.bp3-icon-download::before{
+  content:""; }
+
+.bp3-icon-drag-handle-horizontal::before{
+  content:""; }
+
+.bp3-icon-drag-handle-vertical::before{
+  content:""; }
+
+.bp3-icon-draw::before{
+  content:""; }
+
+.bp3-icon-drive-time::before{
+  content:""; }
+
+.bp3-icon-duplicate::before{
+  content:""; }
+
+.bp3-icon-edit::before{
+  content:"✎"; }
+
+.bp3-icon-eject::before{
+  content:"⏏"; }
+
+.bp3-icon-endorsed::before{
+  content:""; }
+
+.bp3-icon-envelope::before{
+  content:"✉"; }
+
+.bp3-icon-equals::before{
+  content:""; }
+
+.bp3-icon-eraser::before{
+  content:""; }
+
+.bp3-icon-error::before{
+  content:""; }
+
+.bp3-icon-euro::before{
+  content:"€"; }
+
+.bp3-icon-exchange::before{
+  content:""; }
+
+.bp3-icon-exclude-row::before{
+  content:""; }
+
+.bp3-icon-expand-all::before{
+  content:""; }
+
+.bp3-icon-export::before{
+  content:""; }
+
+.bp3-icon-eye-off::before{
+  content:""; }
+
+.bp3-icon-eye-on::before{
+  content:""; }
+
+.bp3-icon-eye-open::before{
+  content:""; }
+
+.bp3-icon-fast-backward::before{
+  content:""; }
+
+.bp3-icon-fast-forward::before{
+  content:""; }
+
+.bp3-icon-feed::before{
+  content:""; }
+
+.bp3-icon-feed-subscribed::before{
+  content:""; }
+
+.bp3-icon-film::before{
+  content:""; }
+
+.bp3-icon-filter::before{
+  content:""; }
+
+.bp3-icon-filter-keep::before{
+  content:""; }
+
+.bp3-icon-filter-list::before{
+  content:""; }
+
+.bp3-icon-filter-open::before{
+  content:""; }
+
+.bp3-icon-filter-remove::before{
+  content:""; }
+
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+.bp3-icon-flame::before{
+  content:""; }
+
+.bp3-icon-flash::before{
+  content:""; }
+
+.bp3-icon-floppy-disk::before{
+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+.bp3-icon-flow-review::before{
+  content:""; }
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+.bp3-icon-flow-review-branch::before{
+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+.bp3-icon-folder-shared-open::before{
+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
+.bp3-icon-git-commit::before{
+  content:""; }
+
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+  content:""; }
+
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+  content:""; }
+
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
+.bp3-icon-heart::before{
+  content:"♥"; }
+
+.bp3-icon-heart-broken::before{
+  content:""; }
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+  content:""; }
+
+.bp3-icon-heatmap::before{
+  content:""; }
+
+.bp3-icon-help::before{
+  content:"?"; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:"⌂"; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:"ℹ"; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:"☰"; }
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+  content:""; }
+
+.bp3-icon-list-detail-view::before{
+  content:""; }
+
+.bp3-icon-locate::before{
+  content:""; }
+
+.bp3-icon-lock::before{
+  content:""; }
+
+.bp3-icon-log-in::before{
+  content:""; }
+
+.bp3-icon-log-out::before{
+  content:""; }
+
+.bp3-icon-manual::before{
+  content:""; }
+
+.bp3-icon-manually-entered-data::before{
+  content:""; }
+
+.bp3-icon-map::before{
+  content:""; }
+
+.bp3-icon-map-create::before{
+  content:""; }
+
+.bp3-icon-map-marker::before{
+  content:""; }
+
+.bp3-icon-maximize::before{
+  content:""; }
+
+.bp3-icon-media::before{
+  content:""; }
+
+.bp3-icon-menu::before{
+  content:""; }
+
+.bp3-icon-menu-closed::before{
+  content:""; }
+
+.bp3-icon-menu-open::before{
+  content:""; }
+
+.bp3-icon-merge-columns::before{
+  content:""; }
+
+.bp3-icon-merge-links::before{
+  content:""; }
+
+.bp3-icon-minimize::before{
+  content:""; }
+
+.bp3-icon-minus::before{
+  content:"−"; }
+
+.bp3-icon-mobile-phone::before{
+  content:""; }
+
+.bp3-icon-mobile-video::before{
+  content:""; }
+
+.bp3-icon-moon::before{
+  content:""; }
+
+.bp3-icon-more::before{
+  content:""; }
+
+.bp3-icon-mountain::before{
+  content:""; }
+
+.bp3-icon-move::before{
+  content:""; }
+
+.bp3-icon-mugshot::before{
+  content:""; }
+
+.bp3-icon-multi-select::before{
+  content:""; }
+
+.bp3-icon-music::before{
+  content:""; }
+
+.bp3-icon-new-drawing::before{
+  content:""; }
+
+.bp3-icon-new-grid-item::before{
+  content:""; }
+
+.bp3-icon-new-layer::before{
+  content:""; }
+
+.bp3-icon-new-layers::before{
+  content:""; }
+
+.bp3-icon-new-link::before{
+  content:""; }
+
+.bp3-icon-new-object::before{
+  content:""; }
+
+.bp3-icon-new-person::before{
+  content:""; }
+
+.bp3-icon-new-prescription::before{
+  content:""; }
+
+.bp3-icon-new-text-box::before{
+  content:""; }
+
+.bp3-icon-ninja::before{
+  content:""; }
+
+.bp3-icon-not-equal-to::before{
+  content:""; }
+
+.bp3-icon-notifications::before{
+  content:""; }
+
+.bp3-icon-notifications-updated::before{
+  content:""; }
+
+.bp3-icon-numbered-list::before{
+  content:""; }
+
+.bp3-icon-numerical::before{
+  content:""; }
+
+.bp3-icon-office::before{
+  content:""; }
+
+.bp3-icon-offline::before{
+  content:""; }
+
+.bp3-icon-oil-field::before{
+  content:""; }
+
+.bp3-icon-one-column::before{
+  content:""; }
+
+.bp3-icon-outdated::before{
+  content:""; }
+
+.bp3-icon-page-layout::before{
+  content:""; }
+
+.bp3-icon-panel-stats::before{
+  content:""; }
+
+.bp3-icon-panel-table::before{
+  content:""; }
+
+.bp3-icon-paperclip::before{
+  content:""; }
+
+.bp3-icon-paragraph::before{
+  content:""; }
+
+.bp3-icon-path::before{
+  content:""; }
+
+.bp3-icon-path-search::before{
+  content:""; }
+
+.bp3-icon-pause::before{
+  content:""; }
+
+.bp3-icon-people::before{
+  content:""; }
+
+.bp3-icon-percentage::before{
+  content:""; }
+
+.bp3-icon-person::before{
+  content:""; }
+
+.bp3-icon-phone::before{
+  content:"☎"; }
+
+.bp3-icon-pie-chart::before{
+  content:""; }
+
+.bp3-icon-pin::before{
+  content:""; }
+
+.bp3-icon-pivot::before{
+  content:""; }
+
+.bp3-icon-pivot-table::before{
+  content:""; }
+
+.bp3-icon-play::before{
+  content:""; }
+
+.bp3-icon-plus::before{
+  content:"+"; }
+
+.bp3-icon-polygon-filter::before{
+  content:""; }
+
+.bp3-icon-power::before{
+  content:""; }
+
+.bp3-icon-predictive-analysis::before{
+  content:""; }
+
+.bp3-icon-prescription::before{
+  content:""; }
+
+.bp3-icon-presentation::before{
+  content:""; }
+
+.bp3-icon-print::before{
+  content:"⎙"; }
+
+.bp3-icon-projects::before{
+  content:""; }
+
+.bp3-icon-properties::before{
+  content:""; }
+
+.bp3-icon-property::before{
+  content:""; }
+
+.bp3-icon-publish-function::before{
+  content:""; }
+
+.bp3-icon-pulse::before{
+  content:""; }
+
+.bp3-icon-random::before{
+  content:""; }
+
+.bp3-icon-record::before{
+  content:""; }
+
+.bp3-icon-redo::before{
+  content:""; }
+
+.bp3-icon-refresh::before{
+  content:""; }
+
+.bp3-icon-regression-chart::before{
+  content:""; }
+
+.bp3-icon-remove::before{
+  content:""; }
+
+.bp3-icon-remove-column::before{
+  content:""; }
+
+.bp3-icon-remove-column-left::before{
+  content:""; }
+
+.bp3-icon-remove-column-right::before{
+  content:""; }
+
+.bp3-icon-remove-row-bottom::before{
+  content:""; }
+
+.bp3-icon-remove-row-top::before{
+  content:""; }
+
+.bp3-icon-repeat::before{
+  content:""; }
+
+.bp3-icon-reset::before{
+  content:""; }
+
+.bp3-icon-resolve::before{
+  content:""; }
+
+.bp3-icon-rig::before{
+  content:""; }
+
+.bp3-icon-right-join::before{
+  content:""; }
+
+.bp3-icon-ring::before{
+  content:""; }
+
+.bp3-icon-rotate-document::before{
+  content:""; }
+
+.bp3-icon-rotate-page::before{
+  content:""; }
+
+.bp3-icon-satellite::before{
+  content:""; }
+
+.bp3-icon-saved::before{
+  content:""; }
+
+.bp3-icon-scatter-plot::before{
+  content:""; }
+
+.bp3-icon-search::before{
+  content:""; }
+
+.bp3-icon-search-around::before{
+  content:""; }
+
+.bp3-icon-search-template::before{
+  content:""; }
+
+.bp3-icon-search-text::before{
+  content:""; }
+
+.bp3-icon-segmented-control::before{
+  content:""; }
+
+.bp3-icon-select::before{
+  content:""; }
+
+.bp3-icon-selection::before{
+  content:"⦿"; }
+
+.bp3-icon-send-to::before{
+  content:""; }
+
+.bp3-icon-send-to-graph::before{
+  content:""; }
+
+.bp3-icon-send-to-map::before{
+  content:""; }
+
+.bp3-icon-series-add::before{
+  content:""; }
+
+.bp3-icon-series-configuration::before{
+  content:""; }
+
+.bp3-icon-series-derived::before{
+  content:""; }
+
+.bp3-icon-series-filtered::before{
+  content:""; }
+
+.bp3-icon-series-search::before{
+  content:""; }
+
+.bp3-icon-settings::before{
+  content:""; }
+
+.bp3-icon-share::before{
+  content:""; }
+
+.bp3-icon-shield::before{
+  content:""; }
+
+.bp3-icon-shop::before{
+  content:""; }
+
+.bp3-icon-shopping-cart::before{
+  content:""; }
+
+.bp3-icon-signal-search::before{
+  content:""; }
+
+.bp3-icon-sim-card::before{
+  content:""; }
+
+.bp3-icon-slash::before{
+  content:""; }
+
+.bp3-icon-small-cross::before{
+  content:""; }
+
+.bp3-icon-small-minus::before{
+  content:""; }
+
+.bp3-icon-small-plus::before{
+  content:""; }
+
+.bp3-icon-small-tick::before{
+  content:""; }
+
+.bp3-icon-snowflake::before{
+  content:""; }
+
+.bp3-icon-social-media::before{
+  content:""; }
+
+.bp3-icon-sort::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical-desc::before{
+  content:""; }
+
+.bp3-icon-sort-asc::before{
+  content:""; }
+
+.bp3-icon-sort-desc::before{
+  content:""; }
+
+.bp3-icon-sort-numerical::before{
+  content:""; }
+
+.bp3-icon-sort-numerical-desc::before{
+  content:""; }
+
+.bp3-icon-split-columns::before{
+  content:""; }
+
+.bp3-icon-square::before{
+  content:""; }
+
+.bp3-icon-stacked-chart::before{
+  content:""; }
+
+.bp3-icon-star::before{
+  content:"★"; }
+
+.bp3-icon-star-empty::before{
+  content:"☆"; }
+
+.bp3-icon-step-backward::before{
+  content:""; }
+
+.bp3-icon-step-chart::before{
+  content:""; }
+
+.bp3-icon-step-forward::before{
+  content:""; }
+
+.bp3-icon-stop::before{
+  content:""; }
+
+.bp3-icon-stopwatch::before{
+  content:""; }
+
+.bp3-icon-strikethrough::before{
+  content:""; }
+
+.bp3-icon-style::before{
+  content:""; }
+
+.bp3-icon-swap-horizontal::before{
+  content:""; }
+
+.bp3-icon-swap-vertical::before{
+  content:""; }
+
+.bp3-icon-symbol-circle::before{
+  content:""; }
+
+.bp3-icon-symbol-cross::before{
+  content:""; }
+
+.bp3-icon-symbol-diamond::before{
+  content:""; }
+
+.bp3-icon-symbol-square::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-down::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-up::before{
+  content:""; }
+
+.bp3-icon-tag::before{
+  content:""; }
+
+.bp3-icon-take-action::before{
+  content:""; }
+
+.bp3-icon-taxi::before{
+  content:""; }
+
+.bp3-icon-text-highlight::before{
+  content:""; }
+
+.bp3-icon-th::before{
+  content:""; }
+
+.bp3-icon-th-derived::before{
+  content:""; }
+
+.bp3-icon-th-disconnect::before{
+  content:""; }
+
+.bp3-icon-th-filtered::before{
+  content:""; }
+
+.bp3-icon-th-list::before{
+  content:""; }
+
+.bp3-icon-thumbs-down::before{
+  content:""; }
+
+.bp3-icon-thumbs-up::before{
+  content:""; }
+
+.bp3-icon-tick::before{
+  content:"✓"; }
+
+.bp3-icon-tick-circle::before{
+  content:""; }
+
+.bp3-icon-time::before{
+  content:"⏲"; }
+
+.bp3-icon-timeline-area-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-bar-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-events::before{
+  content:""; }
+
+.bp3-icon-timeline-line-chart::before{
+  content:""; }
+
+.bp3-icon-tint::before{
+  content:""; }
+
+.bp3-icon-torch::before{
+  content:""; }
+
+.bp3-icon-tractor::before{
+  content:""; }
+
+.bp3-icon-train::before{
+  content:""; }
+
+.bp3-icon-translate::before{
+  content:""; }
+
+.bp3-icon-trash::before{
+  content:""; }
+
+.bp3-icon-tree::before{
+  content:""; }
+
+.bp3-icon-trending-down::before{
+  content:""; }
+
+.bp3-icon-trending-up::before{
+  content:""; }
+
+.bp3-icon-truck::before{
+  content:""; }
+
+.bp3-icon-two-columns::before{
+  content:""; }
+
+.bp3-icon-unarchive::before{
+  content:""; }
+
+.bp3-icon-underline::before{
+  content:"⎁"; }
+
+.bp3-icon-undo::before{
+  content:"⎌"; }
+
+.bp3-icon-ungroup-objects::before{
+  content:""; }
+
+.bp3-icon-unknown-vehicle::before{
+  content:""; }
+
+.bp3-icon-unlock::before{
+  content:""; }
+
+.bp3-icon-unpin::before{
+  content:""; }
+
+.bp3-icon-unresolve::before{
+  content:""; }
+
+.bp3-icon-updated::before{
+  content:""; }
+
+.bp3-icon-upload::before{
+  content:""; }
+
+.bp3-icon-user::before{
+  content:""; }
+
+.bp3-icon-variable::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-asc::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-desc::before{
+  content:""; }
+
+.bp3-icon-vertical-distribution::before{
+  content:""; }
+
+.bp3-icon-video::before{
+  content:""; }
+
+.bp3-icon-volume-down::before{
+  content:""; }
+
+.bp3-icon-volume-off::before{
+  content:""; }
+
+.bp3-icon-volume-up::before{
+  content:""; }
+
+.bp3-icon-walk::before{
+  content:""; }
+
+.bp3-icon-warning-sign::before{
+  content:""; }
+
+.bp3-icon-waterfall-chart::before{
+  content:""; }
+
+.bp3-icon-widget::before{
+  content:""; }
+
+.bp3-icon-widget-button::before{
+  content:""; }
+
+.bp3-icon-widget-footer::before{
+  content:""; }
+
+.bp3-icon-widget-header::before{
+  content:""; }
+
+.bp3-icon-wrench::before{
+  content:""; }
+
+.bp3-icon-zoom-in::before{
+  content:""; }
+
+.bp3-icon-zoom-out::before{
+  content:""; }
+
+.bp3-icon-zoom-to-fit::before{
+  content:""; }
+.bp3-submenu > .bp3-popover-wrapper{
+  display:block; }
+
+.bp3-submenu .bp3-popover-target{
+  display:block; }
+  .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }
+
+.bp3-submenu.bp3-popover{
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0 5px; }
+  .bp3-submenu.bp3-popover > .bp3-popover-content{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+.bp3-menu{
+  background:#ffffff;
+  border-radius:3px;
+  color:#182026;
+  list-style:none;
+  margin:0;
+  min-width:180px;
+  padding:5px;
+  text-align:left; }
+
+.bp3-menu-divider{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px; }
+  .bp3-dark .bp3-menu-divider{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-menu-item{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  border-radius:2px;
+  color:inherit;
+  line-height:20px;
+  padding:5px 7px;
+  text-decoration:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-menu-item > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-menu-item > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > *{
+    margin-right:7px; }
+  .bp3-menu-item:empty::before,
+  .bp3-menu-item > :last-child{
+    margin-right:0; }
+  .bp3-menu-item > .bp3-fill{
+    word-break:break-word; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    background-color:rgba(167, 182, 194, 0.3);
+    cursor:pointer;
+    text-decoration:none; }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-dark .bp3-menu-item{
+    color:inherit; }
+    .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+      background-color:rgba(138, 155, 168, 0.15);
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-disabled{
+      background-color:inherit;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-menu-item.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
+    .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    margin-right:7px; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > .bp3-icon{
+    color:#5c7080;
+    margin-top:2px; }
+  .bp3-menu-item .bp3-menu-item-label{
+    color:#5c7080; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    color:inherit; }
+  .bp3-menu-item.bp3-active, .bp3-menu-item:active{
+    background-color:rgba(115, 134, 148, 0.3); }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit !important;
+    color:rgba(92, 112, 128, 0.6) !important;
+    cursor:not-allowed !important;
+    outline:none !important; }
+    .bp3-menu-item.bp3-disabled::before,
+    .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-large .bp3-menu-item{
+    font-size:16px;
+    line-height:22px;
+    padding:9px 7px; }
+    .bp3-large .bp3-menu-item .bp3-icon{
+      margin-top:3px; }
+    .bp3-large .bp3-menu-item::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      margin-right:10px;
+      margin-top:1px; }
+
+button.bp3-menu-item{
+  background:none;
+  border:none;
+  text-align:left;
+  width:100%; }
+.bp3-menu-header{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px;
+  cursor:default;
+  padding-left:2px; }
+  .bp3-dark .bp3-menu-header{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+  .bp3-menu-header:first-of-type{
+    border-top:none; }
+  .bp3-menu-header > h6{
+    color:#182026;
+    font-weight:600;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    line-height:17px;
+    margin:0;
+    padding:10px 7px 0 1px; }
+    .bp3-dark .bp3-menu-header > h6{
+      color:#f5f8fa; }
+  .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+  .bp3-large .bp3-menu-header > h6{
+    font-size:18px;
+    padding-bottom:5px;
+    padding-top:15px; }
+  .bp3-large .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+
+.bp3-dark .bp3-menu{
+  background:#30404d;
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-menu-item{ }
+  .bp3-dark .bp3-menu-item.bp3-intent-primary{
+    color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-success{
+    color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-warning{
+    color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-danger{
+    color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item::before,
+  .bp3-dark .bp3-menu-item > .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item .bp3-menu-item-label{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
+    background-color:rgba(138, 155, 168, 0.3); }
+  .bp3-dark .bp3-menu-item.bp3-disabled{
+    color:rgba(167, 182, 194, 0.6) !important; }
+    .bp3-dark .bp3-menu-item.bp3-disabled::before,
+    .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(167, 182, 194, 0.6) !important; }
+
+.bp3-dark .bp3-menu-divider,
+.bp3-dark .bp3-menu-header{
+  border-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-dark .bp3-menu-header > h6{
+  color:#f5f8fa; }
+
+.bp3-label .bp3-menu{
+  margin-top:5px; }
+.bp3-navbar{
+  background-color:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  height:50px;
+  padding:0 15px;
+  position:relative;
+  width:100%;
+  z-index:10; }
+  .bp3-navbar.bp3-dark,
+  .bp3-dark .bp3-navbar{
+    background-color:#394b59; }
+  .bp3-navbar.bp3-dark{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-navbar{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-navbar.bp3-fixed-top{
+    left:0;
+    position:fixed;
+    right:0;
+    top:0; }
+
+.bp3-navbar-heading{
+  font-size:16px;
+  margin-right:15px; }
+
+.bp3-navbar-group{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:50px; }
+  .bp3-navbar-group.bp3-align-left{
+    float:left; }
+  .bp3-navbar-group.bp3-align-right{
+    float:right; }
+
+.bp3-navbar-divider{
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  height:20px;
+  margin:0 10px; }
+  .bp3-dark .bp3-navbar-divider{
+    border-left-color:rgba(255, 255, 255, 0.15); }
+.bp3-non-ideal-state{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  height:100%;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  text-align:center;
+  width:100%; }
+  .bp3-non-ideal-state > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-non-ideal-state > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-non-ideal-state::before,
+  .bp3-non-ideal-state > *{
+    margin-bottom:20px; }
+  .bp3-non-ideal-state:empty::before,
+  .bp3-non-ideal-state > :last-child{
+    margin-bottom:0; }
+  .bp3-non-ideal-state > *{
+    max-width:400px; }
+
+.bp3-non-ideal-state-visual{
+  color:rgba(92, 112, 128, 0.6);
+  font-size:60px; }
+  .bp3-dark .bp3-non-ideal-state-visual{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-overflow-list{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:nowrap;
+      flex-wrap:nowrap;
+  min-width:0; }
+
+.bp3-overflow-list-spacer{
+  -ms-flex-negative:1;
+      flex-shrink:1;
+  width:1px; }
+
+body.bp3-overlay-open{
+  overflow:hidden; }
+
+.bp3-overlay{
+  bottom:0;
+  left:0;
+  position:static;
+  right:0;
+  top:0;
+  z-index:20; }
+  .bp3-overlay:not(.bp3-overlay-open){
+    pointer-events:none; }
+  .bp3-overlay.bp3-overlay-container{
+    overflow:hidden;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-scroll-container{
+    overflow:auto;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-inline{
+    display:inline;
+    overflow:visible; }
+
+.bp3-overlay-content{
+  position:fixed;
+  z-index:20; }
+  .bp3-overlay-inline .bp3-overlay-content,
+  .bp3-overlay-scroll-container .bp3-overlay-content{
+    position:absolute; }
+
+.bp3-overlay-backdrop{
+  bottom:0;
+  left:0;
+  position:fixed;
+  right:0;
+  top:0;
+  opacity:1;
+  background-color:rgba(16, 22, 26, 0.7);
+  overflow:auto;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  z-index:20; }
+  .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
+    opacity:0; }
+  .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop.bp3-overlay-exit{
+    opacity:1; }
+  .bp3-overlay-backdrop.bp3-overlay-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop:focus{
+    outline:none; }
+  .bp3-overlay-inline .bp3-overlay-backdrop{
+    position:absolute; }
+.bp3-panel-stack{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-view{
+    background-color:#30404d; }
+  .bp3-panel-stack-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-panel-stack2{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack2-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack2-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack2-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack2-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack2-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack2-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-view{
+    background-color:#30404d; }
+  .bp3-panel-stack2-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-popover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  border-radius:3px;
+  display:inline-block;
+  z-index:20; }
+  .bp3-popover .bp3-popover-arrow{
+    height:30px;
+    position:absolute;
+    width:30px; }
+    .bp3-popover .bp3-popover-arrow::before{
+      height:20px;
+      margin:5px;
+      width:20px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
+    margin-bottom:17px;
+    margin-top:-17px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+      bottom:-11px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
+    margin-left:17px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+      left:-11px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
+    margin-top:17px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+      top:-11px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
+    margin-left:-17px;
+    margin-right:17px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+      right:-11px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+    top:-0.3934px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+    right:-0.3934px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+    left:-0.3934px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+    bottom:-0.3934px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-popover .bp3-popover-content{
+    background:#ffffff;
+    color:inherit; }
+  .bp3-popover .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-popover .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-popover .bp3-popover-arrow-fill{
+    fill:#ffffff; }
+  .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3); }
+  .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover-exit > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover .bp3-popover-content{
+    border-radius:3px;
+    position:relative; }
+  .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
+    max-width:350px;
+    padding:20px; }
+  .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
+    width:350px; }
+  .bp3-popover.bp3-minimal{
+    margin:0 !important; }
+    .bp3-popover.bp3-minimal .bp3-popover-arrow{
+      display:none; }
+    .bp3-popover.bp3-minimal.bp3-popover{
+      -webkit-transform:scale(1);
+              transform:scale(1); }
+      .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+      .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover.bp3-dark,
+  .bp3-dark .bp3-popover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-popover .bp3-popover-content{
+      background:#30404d;
+      color:inherit; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-popover .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
+      fill:#30404d; }
+
+.bp3-popover-arrow::before{
+  border-radius:2px;
+  content:"";
+  display:block;
+  position:absolute;
+  -webkit-transform:rotate(45deg);
+          transform:rotate(45deg); }
+
+.bp3-tether-pinned .bp3-popover-arrow{
+  display:none; }
+
+.bp3-popover-backdrop{
+  background:rgba(255, 255, 255, 0); }
+
+.bp3-transition-container{
+  opacity:1;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  z-index:20; }
+  .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
+    opacity:0; }
+  .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container.bp3-popover-exit{
+    opacity:1; }
+  .bp3-transition-container.bp3-popover-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container:focus{
+    outline:none; }
+  .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
+    pointer-events:none; }
+  .bp3-transition-container[data-x-out-of-boundaries]{
+    display:none; }
+
+span.bp3-popover-target{
+  display:inline-block; }
+
+.bp3-popover-wrapper.bp3-fill{
+  width:100%; }
+
+.bp3-portal{
+  left:0;
+  position:absolute;
+  right:0;
+  top:0; }
+@-webkit-keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+@keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+
+.bp3-progress-bar{
+  background:rgba(92, 112, 128, 0.2);
+  border-radius:40px;
+  display:block;
+  height:8px;
+  overflow:hidden;
+  position:relative;
+  width:100%; }
+  .bp3-progress-bar .bp3-progress-meter{
+    background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
+    background-color:rgba(92, 112, 128, 0.8);
+    background-size:30px 30px;
+    border-radius:40px;
+    height:100%;
+    position:absolute;
+    -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:100%; }
+  .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
+    animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
+  .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
+    background-image:none; }
+
+.bp3-dark .bp3-progress-bar{
+  background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-progress-bar .bp3-progress-meter{
+    background-color:#8a9ba8; }
+
+.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
+  background-color:#137cbd; }
+
+.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
+  background-color:#0f9960; }
+
+.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
+  background-color:#d9822b; }
+
+.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
+  background-color:#db3737; }
+@-webkit-keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+@keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+.bp3-skeleton{
+  -webkit-animation:1000ms linear infinite alternate skeleton-glow;
+          animation:1000ms linear infinite alternate skeleton-glow;
+  background:rgba(206, 217, 224, 0.2);
+  background-clip:padding-box !important;
+  border-color:rgba(206, 217, 224, 0.2) !important;
+  border-radius:2px;
+  -webkit-box-shadow:none !important;
+          box-shadow:none !important;
+  color:transparent !important;
+  cursor:default;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-skeleton::before, .bp3-skeleton::after,
+  .bp3-skeleton *{
+    visibility:hidden !important; }
+.bp3-slider{
+  height:40px;
+  min-width:150px;
+  width:100%;
+  cursor:default;
+  outline:none;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-slider:hover{
+    cursor:pointer; }
+  .bp3-slider:active{
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-slider.bp3-disabled{
+    cursor:not-allowed;
+    opacity:0.5; }
+  .bp3-slider.bp3-slider-unlabeled{
+    height:16px; }
+
+.bp3-slider-track,
+.bp3-slider-progress{
+  height:6px;
+  left:0;
+  right:0;
+  top:5px;
+  position:absolute; }
+
+.bp3-slider-track{
+  border-radius:3px;
+  overflow:hidden; }
+
+.bp3-slider-progress{
+  background:rgba(92, 112, 128, 0.2); }
+  .bp3-dark .bp3-slider-progress{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-slider-progress.bp3-intent-primary{
+    background-color:#137cbd; }
+  .bp3-slider-progress.bp3-intent-success{
+    background-color:#0f9960; }
+  .bp3-slider-progress.bp3-intent-warning{
+    background-color:#d9822b; }
+  .bp3-slider-progress.bp3-intent-danger{
+    background-color:#db3737; }
+
+.bp3-slider-handle{
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+  cursor:pointer;
+  height:16px;
+  left:0;
+  position:absolute;
+  top:0;
+  width:16px; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+  .bp3-slider-handle:focus{
+    z-index:1; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+    cursor:-webkit-grab;
+    cursor:grab;
+    z-index:2; }
+  .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-disabled .bp3-slider-handle{
+    background:#bfccd6;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    pointer-events:none; }
+  .bp3-dark .bp3-slider-handle{
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
+      background-color:#394b59; }
+    .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#293742; }
+  .bp3-dark .bp3-disabled .bp3-slider-handle{
+    background:#5c7080;
+    border-color:#5c7080;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-slider-handle .bp3-slider-label{
+    background:#394b59;
+    border-radius:3px;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+    color:#f5f8fa;
+    margin-left:8px; }
+    .bp3-dark .bp3-slider-handle .bp3-slider-label{
+      background:#e1e8ed;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+      color:#394b59; }
+    .bp3-disabled .bp3-slider-handle .bp3-slider-label{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
+    width:8px; }
+  .bp3-slider-handle.bp3-start{
+    border-bottom-right-radius:0;
+    border-top-right-radius:0; }
+  .bp3-slider-handle.bp3-end{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0;
+    margin-left:8px; }
+    .bp3-slider-handle.bp3-end .bp3-slider-label{
+      margin-left:0; }
+
+.bp3-slider-label{
+  -webkit-transform:translate(-50%, 20px);
+          transform:translate(-50%, 20px);
+  display:inline-block;
+  font-size:12px;
+  line-height:1;
+  padding:2px 5px;
+  position:absolute;
+  vertical-align:top; }
+
+.bp3-slider.bp3-vertical{
+  height:150px;
+  min-width:40px;
+  width:40px; }
+  .bp3-slider.bp3-vertical .bp3-slider-track,
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    bottom:0;
+    height:auto;
+    left:5px;
+    top:0;
+    width:6px; }
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    top:auto; }
+  .bp3-slider.bp3-vertical .bp3-slider-label{
+    -webkit-transform:translate(20px, 50%);
+            transform:translate(20px, 50%); }
+  .bp3-slider.bp3-vertical .bp3-slider-handle{
+    top:auto; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
+      margin-left:0;
+      margin-top:-8px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      height:8px;
+      margin-left:0;
+      width:16px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      border-bottom-right-radius:3px;
+      border-top-left-radius:0; }
+      .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
+        -webkit-transform:translate(20px);
+                transform:translate(20px); }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
+      border-bottom-left-radius:0;
+      border-bottom-right-radius:0;
+      border-top-left-radius:3px;
+      margin-bottom:8px; }
+
+@-webkit-keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+@keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+.bp3-spinner{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  overflow:visible;
+  vertical-align:middle; }
+  .bp3-spinner svg{
+    display:block; }
+  .bp3-spinner path{
+    fill-opacity:0; }
+  .bp3-spinner .bp3-spinner-head{
+    stroke:rgba(92, 112, 128, 0.8);
+    stroke-linecap:round;
+    -webkit-transform-origin:center;
+            transform-origin:center;
+    -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-spinner .bp3-spinner-track{
+    stroke:rgba(92, 112, 128, 0.2); }
+
+.bp3-spinner-animation{
+  -webkit-animation:pt-spinner-animation 500ms linear infinite;
+          animation:pt-spinner-animation 500ms linear infinite; }
+  .bp3-no-spin > .bp3-spinner-animation{
+    -webkit-animation:none;
+            animation:none; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-head{
+  stroke:#8a9ba8; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-track{
+  stroke:rgba(16, 22, 26, 0.5); }
+
+.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
+  stroke:#137cbd; }
+
+.bp3-spinner.bp3-intent-success .bp3-spinner-head{
+  stroke:#0f9960; }
+
+.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
+  stroke:#d9822b; }
+
+.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
+  stroke:#db3737; }
+.bp3-tabs.bp3-vertical{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-list{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
+      border-radius:3px;
+      padding:0 10px;
+      width:100%; }
+      .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
+        background-color:rgba(19, 124, 189, 0.2);
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+      background-color:rgba(19, 124, 189, 0.2);
+      border-radius:3px;
+      bottom:0;
+      height:auto;
+      left:0;
+      right:0;
+      top:0; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-panel{
+    margin-top:0;
+    padding-left:20px; }
+
+.bp3-tab-list{
+  -webkit-box-align:end;
+      -ms-flex-align:end;
+          align-items:flex-end;
+  border:none;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  list-style:none;
+  margin:0;
+  padding:0;
+  position:relative; }
+  .bp3-tab-list > *:not(:last-child){
+    margin-right:20px; }
+
+.bp3-tab{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:#182026;
+  cursor:pointer;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  font-size:14px;
+  line-height:30px;
+  max-width:100%;
+  position:relative;
+  vertical-align:top; }
+  .bp3-tab a{
+    color:inherit;
+    display:block;
+    text-decoration:none; }
+  .bp3-tab-indicator-wrapper ~ .bp3-tab{
+    background-color:transparent !important;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important; }
+  .bp3-tab[aria-disabled="true"]{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-tab[aria-selected="true"]{
+    border-radius:0;
+    -webkit-box-shadow:inset 0 -3px 0 #106ba3;
+            box-shadow:inset 0 -3px 0 #106ba3; }
+  .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#106ba3; }
+  .bp3-tab:focus{
+    -moz-outline-radius:0; }
+  .bp3-large > .bp3-tab{
+    font-size:16px;
+    line-height:40px; }
+
+.bp3-tab-panel{
+  margin-top:20px; }
+  .bp3-tab-panel[aria-hidden="true"]{
+    display:none; }
+
+.bp3-tab-indicator-wrapper{
+  left:0;
+  pointer-events:none;
+  position:absolute;
+  top:0;
+  -webkit-transform:translateX(0), translateY(0);
+          transform:translateX(0), translateY(0);
+  -webkit-transition:height, width, -webkit-transform;
+  transition:height, width, -webkit-transform;
+  transition:height, transform, width;
+  transition:height, transform, width, -webkit-transform;
+  -webkit-transition-duration:200ms;
+          transition-duration:200ms;
+  -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+          transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+    background-color:#106ba3;
+    bottom:0;
+    height:3px;
+    left:0;
+    position:absolute;
+    right:0; }
+  .bp3-tab-indicator-wrapper.bp3-no-animation{
+    -webkit-transition:none;
+    transition:none; }
+
+.bp3-dark .bp3-tab{
+  color:#f5f8fa; }
+  .bp3-dark .bp3-tab[aria-disabled="true"]{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tab[aria-selected="true"]{
+    -webkit-box-shadow:inset 0 -3px 0 #48aff0;
+            box-shadow:inset 0 -3px 0 #48aff0; }
+  .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#48aff0; }
+
+.bp3-dark .bp3-tab-indicator{
+  background-color:#48aff0; }
+
+.bp3-flex-expander{
+  -webkit-box-flex:1;
+      -ms-flex:1 1;
+          flex:1 1; }
+.bp3-tag{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#5c7080;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:#f5f8fa;
+  font-size:12px;
+  line-height:16px;
+  max-width:100%;
+  min-height:20px;
+  min-width:20px;
+  padding:2px 6px;
+  position:relative; }
+  .bp3-tag.bp3-interactive{
+    cursor:pointer; }
+    .bp3-tag.bp3-interactive:hover{
+      background-color:rgba(92, 112, 128, 0.85); }
+    .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
+      background-color:rgba(92, 112, 128, 0.7); }
+  .bp3-tag > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag::before,
+  .bp3-tag > *{
+    margin-right:4px; }
+  .bp3-tag:empty::before,
+  .bp3-tag > :last-child{
+    margin-right:0; }
+  .bp3-tag:focus{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:0;
+    -moz-outline-radius:6px; }
+  .bp3-tag.bp3-round{
+    border-radius:30px;
+    padding-left:8px;
+    padding-right:8px; }
+  .bp3-dark .bp3-tag{
+    background-color:#bfccd6;
+    color:#182026; }
+    .bp3-dark .bp3-tag.bp3-interactive{
+      cursor:pointer; }
+      .bp3-dark .bp3-tag.bp3-interactive:hover{
+        background-color:rgba(191, 204, 214, 0.85); }
+      .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
+        background-color:rgba(191, 204, 214, 0.7); }
+    .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
+      fill:currentColor; }
+  .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
+    fill:#ffffff; }
+  .bp3-tag.bp3-large,
+  .bp3-large .bp3-tag{
+    font-size:14px;
+    line-height:20px;
+    min-height:30px;
+    min-width:30px;
+    padding:5px 10px; }
+    .bp3-tag.bp3-large::before,
+    .bp3-tag.bp3-large > *,
+    .bp3-large .bp3-tag::before,
+    .bp3-large .bp3-tag > *{
+      margin-right:7px; }
+    .bp3-tag.bp3-large:empty::before,
+    .bp3-tag.bp3-large > :last-child,
+    .bp3-large .bp3-tag:empty::before,
+    .bp3-large .bp3-tag > :last-child{
+      margin-right:0; }
+    .bp3-tag.bp3-large.bp3-round,
+    .bp3-large .bp3-tag.bp3-round{
+      padding-left:12px;
+      padding-right:12px; }
+  .bp3-tag.bp3-intent-primary{
+    background:#137cbd;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.85); }
+      .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.7); }
+  .bp3-tag.bp3-intent-success{
+    background:#0f9960;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.85); }
+      .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.7); }
+  .bp3-tag.bp3-intent-warning{
+    background:#d9822b;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.85); }
+      .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.7); }
+  .bp3-tag.bp3-intent-danger{
+    background:#db3737;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.85); }
+      .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.7); }
+  .bp3-tag.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
+    fill:#5c7080; }
+  .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+    background-color:rgba(138, 155, 168, 0.2);
+    color:#182026; }
+    .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+        background-color:rgba(92, 112, 128, 0.3); }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+        background-color:rgba(92, 112, 128, 0.4); }
+    .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+      color:#f5f8fa; }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+          background-color:rgba(191, 204, 214, 0.3); }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+          background-color:rgba(191, 204, 214, 0.4); }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
+        fill:#a7b6c2; }
+  .bp3-tag.bp3-minimal.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15);
+    color:#106ba3; }
+    .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
+      fill:#137cbd; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25);
+      color:#48aff0; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+          background-color:rgba(19, 124, 189, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+          background-color:rgba(19, 124, 189, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15);
+    color:#0d8050; }
+    .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
+      fill:#0f9960; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25);
+      color:#3dcc91; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+          background-color:rgba(15, 153, 96, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+          background-color:rgba(15, 153, 96, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15);
+    color:#bf7326; }
+    .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
+      fill:#d9822b; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25);
+      color:#ffb366; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+          background-color:rgba(217, 130, 43, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+          background-color:rgba(217, 130, 43, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15);
+    color:#c23030; }
+    .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
+      fill:#db3737; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25);
+      color:#ff7373; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+          background-color:rgba(219, 55, 55, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+          background-color:rgba(219, 55, 55, 0.45); }
+
+.bp3-tag-remove{
+  background:none;
+  border:none;
+  color:inherit;
+  cursor:pointer;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin-bottom:-2px;
+  margin-right:-6px !important;
+  margin-top:-2px;
+  opacity:0.5;
+  padding:2px;
+  padding-left:0; }
+  .bp3-tag-remove:hover{
+    background:none;
+    opacity:0.8;
+    text-decoration:none; }
+  .bp3-tag-remove:active{
+    opacity:1; }
+  .bp3-tag-remove:empty::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    content:""; }
+  .bp3-large .bp3-tag-remove{
+    margin-right:-10px !important;
+    padding:0 5px 0 0; }
+    .bp3-large .bp3-tag-remove:empty::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1; }
+.bp3-tag-input{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  cursor:text;
+  height:auto;
+  line-height:inherit;
+  min-height:30px;
+  padding-left:5px;
+  padding-right:0; }
+  .bp3-tag-input > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag-input > .bp3-tag-input-values{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag-input .bp3-tag-input-icon{
+    color:#5c7080;
+    margin-left:2px;
+    margin-right:7px;
+    margin-top:7px; }
+  .bp3-tag-input .bp3-tag-input-values{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row;
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    -ms-flex-item-align:stretch;
+        align-self:stretch;
+    -ms-flex-wrap:wrap;
+        flex-wrap:wrap;
+    margin-right:7px;
+    margin-top:5px;
+    min-width:0; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      -webkit-box-flex:0;
+          -ms-flex-positive:0;
+              flex-grow:0;
+      -ms-flex-negative:0;
+          flex-shrink:0; }
+    .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
+      -webkit-box-flex:1;
+          -ms-flex-positive:1;
+              flex-grow:1;
+      -ms-flex-negative:1;
+          flex-shrink:1; }
+    .bp3-tag-input .bp3-tag-input-values::before,
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-right:5px; }
+    .bp3-tag-input .bp3-tag-input-values:empty::before,
+    .bp3-tag-input .bp3-tag-input-values > :last-child{
+      margin-right:0; }
+    .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
+      padding-left:5px; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-bottom:5px; }
+  .bp3-tag-input .bp3-tag{
+    overflow-wrap:break-word; }
+    .bp3-tag-input .bp3-tag.bp3-active{
+      outline:rgba(19, 124, 189, 0.6) auto 2px;
+      outline-offset:0;
+      -moz-outline-radius:6px; }
+  .bp3-tag-input .bp3-input-ghost{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:20px;
+    width:80px; }
+    .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
+      cursor:not-allowed; }
+  .bp3-tag-input .bp3-button,
+  .bp3-tag-input .bp3-spinner{
+    margin:3px;
+    margin-left:0; }
+  .bp3-tag-input .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-tag-input.bp3-large{
+    height:auto;
+    min-height:40px; }
+    .bp3-tag-input.bp3-large::before,
+    .bp3-tag-input.bp3-large > *{
+      margin-right:10px; }
+    .bp3-tag-input.bp3-large:empty::before,
+    .bp3-tag-input.bp3-large > :last-child{
+      margin-right:0; }
+    .bp3-tag-input.bp3-large .bp3-tag-input-icon{
+      margin-left:5px;
+      margin-top:10px; }
+    .bp3-tag-input.bp3-large .bp3-input-ghost{
+      line-height:30px; }
+    .bp3-tag-input.bp3-large .bp3-button{
+      min-height:30px;
+      min-width:30px;
+      padding:5px 10px;
+      margin:5px;
+      margin-left:0; }
+    .bp3-tag-input.bp3-large .bp3-spinner{
+      margin:8px;
+      margin-left:0; }
+  .bp3-tag-input.bp3-active{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-input-ghost{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0; }
+  .bp3-input-ghost::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:focus{
+    outline:none !important; }
+.bp3-toast{
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:20px 0 0;
+  max-width:500px;
+  min-width:300px;
+  pointer-events:all;
+  position:relative !important; }
+  .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-exit{
+    opacity:1;
+    -webkit-filter:blur(0);
+            filter:blur(0); }
+  .bp3-toast.bp3-toast-exit-active{
+    opacity:0;
+    -webkit-filter:blur(10px);
+            filter:blur(10px);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:opacity, filter;
+    transition-property:opacity, filter, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast.bp3-toast-exit ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0); }
+  .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px);
+    -webkit-transition-delay:50ms;
+            transition-delay:50ms;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast .bp3-button-group{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    padding:5px;
+    padding-left:0; }
+  .bp3-toast > .bp3-icon{
+    color:#5c7080;
+    margin:12px;
+    margin-right:0; }
+  .bp3-toast.bp3-dark,
+  .bp3-dark .bp3-toast{
+    background-color:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-toast.bp3-dark > .bp3-icon,
+    .bp3-dark .bp3-toast > .bp3-icon{
+      color:#a7b6c2; }
+  .bp3-toast[class*="bp3-intent-"] a{
+    color:rgba(255, 255, 255, 0.7); }
+    .bp3-toast[class*="bp3-intent-"] a:hover{
+      color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
+    color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
+  .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    color:rgba(255, 255, 255, 0.7) !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
+    outline-color:rgba(255, 255, 255, 0.5); }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
+    background-color:rgba(255, 255, 255, 0.15) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    background-color:rgba(255, 255, 255, 0.3) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
+    background:rgba(255, 255, 255, 0.3) !important; }
+  .bp3-toast.bp3-intent-primary{
+    background-color:#137cbd;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-success{
+    background-color:#0f9960;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-warning{
+    background-color:#d9822b;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-danger{
+    background-color:#db3737;
+    color:#ffffff; }
+
+.bp3-toast-message{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  padding:11px;
+  word-break:break-word; }
+
+.bp3-toast-container{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box !important;
+  display:-ms-flexbox !important;
+  display:flex !important;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  left:0;
+  overflow:hidden;
+  padding:0 20px 20px;
+  pointer-events:none;
+  right:0;
+  z-index:40; }
+  .bp3-toast-container.bp3-toast-container-in-portal{
+    position:fixed; }
+  .bp3-toast-container.bp3-toast-container-inline{
+    position:absolute; }
+  .bp3-toast-container.bp3-toast-container-top{
+    top:0; }
+  .bp3-toast-container.bp3-toast-container-bottom{
+    bottom:0;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:reverse;
+        -ms-flex-direction:column-reverse;
+            flex-direction:column-reverse;
+    top:auto; }
+  .bp3-toast-container.bp3-toast-container-left{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start; }
+  .bp3-toast-container.bp3-toast-container-right{
+    -webkit-box-align:end;
+        -ms-flex-align:end;
+            align-items:flex-end; }
+
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
+  -webkit-transform:translateY(60px);
+          transform:translateY(60px); }
+.bp3-tooltip{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1); }
+  .bp3-tooltip .bp3-popover-arrow{
+    height:22px;
+    position:absolute;
+    width:22px; }
+    .bp3-tooltip .bp3-popover-arrow::before{
+      height:14px;
+      margin:4px;
+      width:14px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
+    margin-bottom:11px;
+    margin-top:-11px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+      bottom:-8px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
+    margin-left:11px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+      left:-8px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
+    margin-top:11px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+      top:-8px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
+    margin-left:-11px;
+    margin-right:11px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+      right:-8px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+    top:-0.22183px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+    right:-0.22183px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+    left:-0.22183px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+    bottom:-0.22183px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-tooltip .bp3-popover-content{
+    background:#394b59;
+    color:#f5f8fa; }
+  .bp3-tooltip .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-tooltip .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-tooltip .bp3-popover-arrow-fill{
+    fill:#394b59; }
+  .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8); }
+  .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover-exit > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tooltip .bp3-popover-content{
+    padding:10px 12px; }
+  .bp3-tooltip.bp3-dark,
+  .bp3-dark .bp3-tooltip{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-tooltip .bp3-popover-content{
+      background:#e1e8ed;
+      color:#394b59; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
+      fill:#e1e8ed; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
+    background:#137cbd;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
+    fill:#137cbd; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-content{
+    background:#0f9960;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
+    fill:#0f9960; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
+    background:#d9822b;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
+    fill:#d9822b; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
+    background:#db3737;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
+    fill:#db3737; }
+
+.bp3-tooltip-indicator{
+  border-bottom:dotted 1px;
+  cursor:help; }
+.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
+  color:#5c7080; }
+  .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-tree-node-list{
+  list-style:none;
+  margin:0;
+  padding-left:0; }
+
+.bp3-tree-root{
+  background-color:transparent;
+  cursor:default;
+  padding-left:0;
+  position:relative; }
+
+.bp3-tree-node-content-0{
+  padding-left:0px; }
+
+.bp3-tree-node-content-1{
+  padding-left:23px; }
+
+.bp3-tree-node-content-2{
+  padding-left:46px; }
+
+.bp3-tree-node-content-3{
+  padding-left:69px; }
+
+.bp3-tree-node-content-4{
+  padding-left:92px; }
+
+.bp3-tree-node-content-5{
+  padding-left:115px; }
+
+.bp3-tree-node-content-6{
+  padding-left:138px; }
+
+.bp3-tree-node-content-7{
+  padding-left:161px; }
+
+.bp3-tree-node-content-8{
+  padding-left:184px; }
+
+.bp3-tree-node-content-9{
+  padding-left:207px; }
+
+.bp3-tree-node-content-10{
+  padding-left:230px; }
+
+.bp3-tree-node-content-11{
+  padding-left:253px; }
+
+.bp3-tree-node-content-12{
+  padding-left:276px; }
+
+.bp3-tree-node-content-13{
+  padding-left:299px; }
+
+.bp3-tree-node-content-14{
+  padding-left:322px; }
+
+.bp3-tree-node-content-15{
+  padding-left:345px; }
+
+.bp3-tree-node-content-16{
+  padding-left:368px; }
+
+.bp3-tree-node-content-17{
+  padding-left:391px; }
+
+.bp3-tree-node-content-18{
+  padding-left:414px; }
+
+.bp3-tree-node-content-19{
+  padding-left:437px; }
+
+.bp3-tree-node-content-20{
+  padding-left:460px; }
+
+.bp3-tree-node-content{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:30px;
+  padding-right:5px;
+  width:100%; }
+  .bp3-tree-node-content:hover{
+    background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-tree-node-caret,
+.bp3-tree-node-caret-none{
+  min-width:30px; }
+
+.bp3-tree-node-caret{
+  color:#5c7080;
+  cursor:pointer;
+  padding:7px;
+  -webkit-transform:rotate(0deg);
+          transform:rotate(0deg);
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tree-node-caret:hover{
+    color:#182026; }
+  .bp3-dark .bp3-tree-node-caret{
+    color:#a7b6c2; }
+    .bp3-dark .bp3-tree-node-caret:hover{
+      color:#f5f8fa; }
+  .bp3-tree-node-caret.bp3-tree-node-caret-open{
+    -webkit-transform:rotate(90deg);
+            transform:rotate(90deg); }
+  .bp3-tree-node-caret.bp3-icon-standard::before{
+    content:""; }
+
+.bp3-tree-node-icon{
+  margin-right:7px;
+  position:relative; }
+
+.bp3-tree-node-label{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-label span{
+    display:inline; }
+
+.bp3-tree-node-secondary-label{
+  padding:0 5px;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-secondary-label .bp3-popover-wrapper,
+  .bp3-tree-node-secondary-label .bp3-popover-target{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
+  background-color:inherit;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
+.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
+    color:#ffffff; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
+    color:rgba(255, 255, 255, 0.7); }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
+    color:#ffffff; }
+
+.bp3-dark .bp3-tree-node-content:hover{
+  background-color:rgba(92, 112, 128, 0.3); }
+
+.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
+  color:#a7b6c2; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+.bp3-omnibar{
+  -webkit-filter:blur(0);
+          filter:blur(0);
+  opacity:1;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  left:calc(50% - 250px);
+  top:20vh;
+  width:500px;
+  z-index:21; }
+  .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2; }
+  .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar.bp3-overlay-exit{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1; }
+  .bp3-omnibar.bp3-overlay-exit-active{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar .bp3-input{
+    background-color:transparent;
+    border-radius:0; }
+    .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-omnibar .bp3-menu{
+    background-color:transparent;
+    border-radius:0;
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+    max-height:calc(60vh - 40px);
+    overflow:auto; }
+    .bp3-omnibar .bp3-menu:empty{
+      display:none; }
+  .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-omnibar-overlay .bp3-overlay-backdrop{
+  background-color:rgba(16, 22, 26, 0.2); }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+
+.bp3-multi-select{
+  min-width:150px; }
+
+.bp3-multi-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto; }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-bug: url(data:image/svg+xml;base64,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);
+  --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: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
+  --jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1pY29uLWJyYW5kMSBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNmZmYiPgogICAgPHBhdGggZD0iTTEwNSAxMjcuM2g0MHYxMi44aC00MHpNNTEuMSA3N0w3NCA5OS45bC0yMy4zIDIzLjMgMTAuNSAxMC41IDIzLjMtMjMuM0w5NSA5OS45IDg0LjUgODkuNCA2MS42IDY2LjV6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --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-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --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-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-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+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-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
+  --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,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+  --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-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,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4=);
+  --jp-icon-listings-info: url(data:image/svg+xml;base64,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);
+  --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+  --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,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+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,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);
+  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-search: url(data:image/svg+xml;base64,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);
+  --jp-icon-settings: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkuNDMgMTIuOThjLjA0LS4zMi4wNy0uNjQuMDctLjk4cy0uMDMtLjY2LS4wNy0uOThsMi4xMS0xLjY1Yy4xOS0uMTUuMjQtLjQyLjEyLS42NGwtMi0zLjQ2Yy0uMTItLjIyLS4zOS0uMy0uNjEtLjIybC0yLjQ5IDFjLS41Mi0uNC0xLjA4LS43My0xLjY5LS45OGwtLjM4LTIuNjVBLjQ4OC40ODggMCAwMDE0IDJoLTRjLS4yNSAwLS40Ni4xOC0uNDkuNDJsLS4zOCAyLjY1Yy0uNjEuMjUtMS4xNy41OS0xLjY5Ljk4bC0yLjQ5LTFjLS4yMy0uMDktLjQ5IDAtLjYxLjIybC0yIDMuNDZjLS4xMy4yMi0uMDcuNDkuMTIuNjRsMi4xMSAxLjY1Yy0uMDQuMzItLjA3LjY1LS4wNy45OHMuMDMuNjYuMDcuOThsLTIuMTEgMS42NWMtLjE5LjE1LS4yNC40Mi0uMTIuNjRsMiAzLjQ2Yy4xMi4yMi4zOS4zLjYxLjIybDIuNDktMWMuNTIuNCAxLjA4LjczIDEuNjkuOThsLjM4IDIuNjVjLjAzLjI0LjI0LjQyLjQ5LjQyaDRjLjI1IDAgLjQ2LS4xOC40OS0uNDJsLjM4LTIuNjVjLjYxLS4yNSAxLjE3LS41OSAxLjY5LS45OGwyLjQ5IDFjLjIzLjA5LjQ5IDAgLjYxLS4yMmwyLTMuNDZjLjEyLS4yMi4wNy0uNDktLjEyLS42NGwtMi4xMS0xLjY1ek0xMiAxNS41Yy0xLjkzIDAtMy41LTEuNTctMy41LTMuNXMxLjU3LTMuNSAzLjUtMy41IDMuNSAxLjU3IDMuNSAzLjUtMS41NyAzLjUtMy41IDMuNXoiLz4KPC9zdmc+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+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-tag: url(data:image/svg+xml;base64,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);
+  --jp-icon-terminal: url(data:image/svg+xml;base64,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);
+  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-toc: url(data:image/svg+xml;base64,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);
+  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddIcon {
+  background-image: var(--jp-icon-add);
+}
+.jp-BugIcon {
+  background-image: var(--jp-icon-bug);
+}
+.jp-BuildIcon {
+  background-image: var(--jp-icon-build);
+}
+.jp-CaretDownEmptyIcon {
+  background-image: var(--jp-icon-caret-down-empty);
+}
+.jp-CaretDownEmptyThinIcon {
+  background-image: var(--jp-icon-caret-down-empty-thin);
+}
+.jp-CaretDownIcon {
+  background-image: var(--jp-icon-caret-down);
+}
+.jp-CaretLeftIcon {
+  background-image: var(--jp-icon-caret-left);
+}
+.jp-CaretRightIcon {
+  background-image: var(--jp-icon-caret-right);
+}
+.jp-CaretUpEmptyThinIcon {
+  background-image: var(--jp-icon-caret-up-empty-thin);
+}
+.jp-CaretUpIcon {
+  background-image: var(--jp-icon-caret-up);
+}
+.jp-CaseSensitiveIcon {
+  background-image: var(--jp-icon-case-sensitive);
+}
+.jp-CheckIcon {
+  background-image: var(--jp-icon-check);
+}
+.jp-CircleEmptyIcon {
+  background-image: var(--jp-icon-circle-empty);
+}
+.jp-CircleIcon {
+  background-image: var(--jp-icon-circle);
+}
+.jp-ClearIcon {
+  background-image: var(--jp-icon-clear);
+}
+.jp-CloseIcon {
+  background-image: var(--jp-icon-close);
+}
+.jp-CodeIcon {
+  background-image: var(--jp-icon-code);
+}
+.jp-ConsoleIcon {
+  background-image: var(--jp-icon-console);
+}
+.jp-CopyIcon {
+  background-image: var(--jp-icon-copy);
+}
+.jp-CopyrightIcon {
+  background-image: var(--jp-icon-copyright);
+}
+.jp-CutIcon {
+  background-image: var(--jp-icon-cut);
+}
+.jp-DownloadIcon {
+  background-image: var(--jp-icon-download);
+}
+.jp-EditIcon {
+  background-image: var(--jp-icon-edit);
+}
+.jp-EllipsesIcon {
+  background-image: var(--jp-icon-ellipses);
+}
+.jp-ExtensionIcon {
+  background-image: var(--jp-icon-extension);
+}
+.jp-FastForwardIcon {
+  background-image: var(--jp-icon-fast-forward);
+}
+.jp-FileIcon {
+  background-image: var(--jp-icon-file);
+}
+.jp-FileUploadIcon {
+  background-image: var(--jp-icon-file-upload);
+}
+.jp-FilterListIcon {
+  background-image: var(--jp-icon-filter-list);
+}
+.jp-FolderIcon {
+  background-image: var(--jp-icon-folder);
+}
+.jp-Html5Icon {
+  background-image: var(--jp-icon-html5);
+}
+.jp-ImageIcon {
+  background-image: var(--jp-icon-image);
+}
+.jp-InspectorIcon {
+  background-image: var(--jp-icon-inspector);
+}
+.jp-JsonIcon {
+  background-image: var(--jp-icon-json);
+}
+.jp-JuliaIcon {
+  background-image: var(--jp-icon-julia);
+}
+.jp-JupyterFaviconIcon {
+  background-image: var(--jp-icon-jupyter-favicon);
+}
+.jp-JupyterIcon {
+  background-image: var(--jp-icon-jupyter);
+}
+.jp-JupyterlabWordmarkIcon {
+  background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+.jp-KernelIcon {
+  background-image: var(--jp-icon-kernel);
+}
+.jp-KeyboardIcon {
+  background-image: var(--jp-icon-keyboard);
+}
+.jp-LauncherIcon {
+  background-image: var(--jp-icon-launcher);
+}
+.jp-LineFormIcon {
+  background-image: var(--jp-icon-line-form);
+}
+.jp-LinkIcon {
+  background-image: var(--jp-icon-link);
+}
+.jp-ListIcon {
+  background-image: var(--jp-icon-list);
+}
+.jp-ListingsInfoIcon {
+  background-image: var(--jp-icon-listings-info);
+}
+.jp-MarkdownIcon {
+  background-image: var(--jp-icon-markdown);
+}
+.jp-NewFolderIcon {
+  background-image: var(--jp-icon-new-folder);
+}
+.jp-NotTrustedIcon {
+  background-image: var(--jp-icon-not-trusted);
+}
+.jp-NotebookIcon {
+  background-image: var(--jp-icon-notebook);
+}
+.jp-NumberingIcon {
+  background-image: var(--jp-icon-numbering);
+}
+.jp-OfflineBoltIcon {
+  background-image: var(--jp-icon-offline-bolt);
+}
+.jp-PaletteIcon {
+  background-image: var(--jp-icon-palette);
+}
+.jp-PasteIcon {
+  background-image: var(--jp-icon-paste);
+}
+.jp-PdfIcon {
+  background-image: var(--jp-icon-pdf);
+}
+.jp-PythonIcon {
+  background-image: var(--jp-icon-python);
+}
+.jp-RKernelIcon {
+  background-image: var(--jp-icon-r-kernel);
+}
+.jp-ReactIcon {
+  background-image: var(--jp-icon-react);
+}
+.jp-RedoIcon {
+  background-image: var(--jp-icon-redo);
+}
+.jp-RefreshIcon {
+  background-image: var(--jp-icon-refresh);
+}
+.jp-RegexIcon {
+  background-image: var(--jp-icon-regex);
+}
+.jp-RunIcon {
+  background-image: var(--jp-icon-run);
+}
+.jp-RunningIcon {
+  background-image: var(--jp-icon-running);
+}
+.jp-SaveIcon {
+  background-image: var(--jp-icon-save);
+}
+.jp-SearchIcon {
+  background-image: var(--jp-icon-search);
+}
+.jp-SettingsIcon {
+  background-image: var(--jp-icon-settings);
+}
+.jp-SpreadsheetIcon {
+  background-image: var(--jp-icon-spreadsheet);
+}
+.jp-StopIcon {
+  background-image: var(--jp-icon-stop);
+}
+.jp-TabIcon {
+  background-image: var(--jp-icon-tab);
+}
+.jp-TableRowsIcon {
+  background-image: var(--jp-icon-table-rows);
+}
+.jp-TagIcon {
+  background-image: var(--jp-icon-tag);
+}
+.jp-TerminalIcon {
+  background-image: var(--jp-icon-terminal);
+}
+.jp-TextEditorIcon {
+  background-image: var(--jp-icon-text-editor);
+}
+.jp-TocIcon {
+  background-image: var(--jp-icon-toc);
+}
+.jp-TreeViewIcon {
+  background-image: var(--jp-icon-tree-view);
+}
+.jp-TrustedIcon {
+  background-image: var(--jp-icon-trusted);
+}
+.jp-UndoIcon {
+  background-image: var(--jp-icon-undo);
+}
+.jp-VegaIcon {
+  background-image: var(--jp-icon-vega);
+}
+.jp-YamlIcon {
+  background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+.jp-Icon,
+.jp-MaterialIcon {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-cover {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-18 {
+  background-size: 18px;
+  min-width: 18px;
+  min-height: 18px;
+}
+
+.jp-Icon-20 {
+  background-size: 20px;
+  min-width: 20px;
+  min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-accent1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-accent2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-accent3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-accent4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-accent1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-accent2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-accent3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-accent4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+  fill: none;
+}
+
+.jp-icon-none[stroke] {
+  stroke: none;
+}
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+  fill: var(--jp-brand-color0);
+}
+.jp-icon-brand1[fill] {
+  fill: var(--jp-brand-color1);
+}
+.jp-icon-brand2[fill] {
+  fill: var(--jp-brand-color2);
+}
+.jp-icon-brand3[fill] {
+  fill: var(--jp-brand-color3);
+}
+.jp-icon-brand4[fill] {
+  fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+  stroke: var(--jp-brand-color0);
+}
+.jp-icon-brand1[stroke] {
+  stroke: var(--jp-brand-color1);
+}
+.jp-icon-brand2[stroke] {
+  stroke: var(--jp-brand-color2);
+}
+.jp-icon-brand3[stroke] {
+  stroke: var(--jp-brand-color3);
+}
+.jp-icon-brand4[stroke] {
+  stroke: var(--jp-brand-color4);
+}
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+  fill: var(--jp-warn-color0);
+}
+.jp-icon-warn1[fill] {
+  fill: var(--jp-warn-color1);
+}
+.jp-icon-warn2[fill] {
+  fill: var(--jp-warn-color2);
+}
+.jp-icon-warn3[fill] {
+  fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+  stroke: var(--jp-warn-color0);
+}
+.jp-icon-warn1[stroke] {
+  stroke: var(--jp-warn-color1);
+}
+.jp-icon-warn2[stroke] {
+  stroke: var(--jp-warn-color2);
+}
+.jp-icon-warn3[stroke] {
+  stroke: var(--jp-warn-color3);
+}
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+  fill: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[fill] {
+  fill: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[fill] {
+  fill: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[fill] {
+  fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+  stroke: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[stroke] {
+  stroke: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[stroke] {
+  stroke: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[stroke] {
+  stroke: var(--jp-icon-contrast-color3);
+}
+
+/* CSS for icons in selected items in the settings editor */
+#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+#setting-editor
+  .jp-PluginList
+  .jp-mod-selected
+  .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected tabs in the sidebar tab manager */
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable-inverse[fill] {
+  fill: #fff;
+}
+
+/**
+ * TODO: come up with non css-hack solution for showing the busy icon on top
+ *  of the close icon
+ * CSS for complex behavior of close icon of tabs in the sidebar tab manager
+ */
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: #fff;
+}
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+*  of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+/* special handling for splash icon CSS. While the theme CSS reloads during
+   splash, the splash icon can loose theming. To prevent that, we set a
+   default for its color variable */
+:root {
+  --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+  margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) svg {
+  display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+  fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+  stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+  display: flex;
+  align-items: center;
+  padding-left: 4px;
+  padding-right: 4px;
+  font-size: var(--jp-ui-font-size1);
+  background-color: transparent;
+  color: var(--jp-ui-font-color1);
+  border: none;
+  height: 20px;
+}
+
+.jp-switch:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+  margin-right: 5px;
+}
+
+.jp-switch-track {
+  cursor: pointer;
+  background-color: var(--jp-border-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 34px;
+  height: 16px;
+  width: 35px;
+  position: relative;
+}
+
+.jp-switch-track::before {
+  content: '';
+  position: absolute;
+  height: 10px;
+  width: 10px;
+  margin: 3px;
+  left: 0px;
+  background-color: var(--jp-ui-inverse-font-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+  background-color: var(--jp-warn-color0);
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+  /* track width (35) - margins (3 + 3) - thumb width (10) */
+  left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+/* Override Blueprint's _reset.scss styles */
+html {
+  box-sizing: unset;
+}
+
+*,
+*::before,
+*::after {
+  box-sizing: unset;
+}
+
+body {
+  color: unset;
+  font-family: var(--jp-ui-font-family);
+}
+
+p {
+  margin-top: unset;
+  margin-bottom: unset;
+}
+
+small {
+  font-size: unset;
+}
+
+strong {
+  font-weight: unset;
+}
+
+/* Override Blueprint's _typography.scss styles */
+a {
+  text-decoration: unset;
+  color: unset;
+}
+a:hover {
+  text-decoration: unset;
+  color: unset;
+}
+
+/* Override Blueprint's _accessibility.scss styles */
+:focus {
+  outline: unset;
+  outline-offset: unset;
+  -moz-outline-radius: unset;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+  border-radius: var(--jp-border-radius);
+  padding: 0px 12px;
+  font-size: var(--jp-ui-font-size1);
+}
+
+/* Use our own theme for hover styles */
+button.jp-Button.bp3-button.bp3-minimal:hover {
+  background-color: var(--jp-layout-color2);
+}
+.jp-Button.minimal {
+  color: unset !important;
+}
+
+.jp-Button.jp-ToolbarButtonComponent {
+  text-transform: none;
+}
+
+.jp-InputGroup input {
+  box-sizing: border-box;
+  border-radius: 0;
+  background-color: transparent;
+  color: var(--jp-ui-font-color0);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.jp-InputGroup input:focus {
+  box-shadow: inset 0 0 0 var(--jp-border-width)
+      var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+  color: var(--jp-ui-font-color3);
+}
+
+.jp-BPIcon {
+  display: inline-block;
+  vertical-align: middle;
+  margin: auto;
+}
+
+/* Stop blueprint futzing with our icon fills */
+.bp3-icon.jp-BPIcon > svg:not([fill]) {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-InputGroupAction {
+  padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+  background-color: initial;
+  border: none;
+  border-radius: 0;
+  box-shadow: none;
+  color: var(--jp-ui-font-color0);
+  display: block;
+  font-size: var(--jp-ui-font-size1);
+  height: 24px;
+  line-height: 14px;
+  padding: 0 25px 0 10px;
+  text-align: left;
+  -moz-appearance: none;
+  -webkit-appearance: none;
+}
+
+/* Use our own theme for hover and option styles */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color0);
+}
+select {
+  box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+  border-top: 1px solid var(--jp-border-color2);
+  border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-Collapse-header {
+  padding: 1px 12px;
+  color: var(--jp-ui-font-color1);
+  background-color: var(--jp-layout-color1);
+  font-size: var(--jp-ui-font-size2);
+}
+
+.jp-Collapse-header:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-Collapse-contents {
+  padding: 0px 12px 0px 12px;
+  background-color: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+  padding-bottom: 0px;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+  position: absolute;
+  z-index: 10000;
+  top: 38px;
+  left: 30%;
+  margin: 0;
+  padding: 4px;
+  width: 40%;
+  box-shadow: var(--jp-elevation-z4);
+  border-radius: 4px;
+  background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+  max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+  margin-left: 4px;
+  margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+  .lm-CommandPalette
+  .lm-CommandPalette-item.lm-mod-disabled {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+  padding: 4px;
+  background-color: var(--jp-layout-color1);
+  z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+  overflow: overlay;
+  padding: 0px 9px;
+  background-color: var(--jp-input-active-background);
+  height: 30px;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-SearchIconGroup {
+  color: white;
+  background-color: var(--jp-brand-color1);
+  position: absolute;
+  top: 4px;
+  right: 4px;
+  padding: 5px 5px 1px 5px;
+}
+
+.jp-SearchIconGroup svg {
+  height: 20px;
+  width: 20px;
+}
+
+.jp-SearchIconGroup .jp-icon3[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-input {
+  background: transparent;
+  width: calc(100% - 18px);
+  float: left;
+  border: none;
+  outline: none;
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  line-height: var(--jp-private-commandpalette-search-height);
+}
+
+.lm-CommandPalette-input::-webkit-input-placeholder,
+.lm-CommandPalette-input::-moz-placeholder,
+.lm-CommandPalette-input:-ms-input-placeholder {
+  color: var(--jp-ui-font-color2);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+  margin-top: 0px;
+}
+
+.lm-CommandPalette-header {
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin-top: 8px;
+  padding: 8px 0 8px 12px;
+  text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+  background-color: transparent;
+  font-weight: bold;
+  color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+  padding: 4px 12px 4px 4px;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  font-weight: 400;
+  display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-itemContent {
+  overflow: hidden;
+}
+
+.lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled mark {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
+  margin: 0 4px 0 0;
+  position: relative;
+  width: 16px;
+  top: 2px;
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
+  opacity: 0.6;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+  display: none;
+}
+
+.lm-CommandPalette-content {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty:after {
+  content: 'No results';
+  margin: auto;
+  margin-top: 20px;
+  width: 100px;
+  display: block;
+  font-size: var(--jp-ui-font-size2);
+  font-family: var(--jp-ui-font-family);
+  font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+  text-align: center;
+  margin-top: 24px;
+  line-height: 1.32;
+  padding: 0px 8px;
+  color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+  position: absolute;
+  z-index: 10000;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  top: 0px;
+  left: 0px;
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+  display: flex;
+  flex-direction: column;
+  margin-left: auto;
+  margin-right: auto;
+  background: var(--jp-layout-color1);
+  padding: 24px;
+  padding-bottom: 12px;
+  min-width: 300px;
+  min-height: 150px;
+  max-width: 1000px;
+  max-height: 500px;
+  box-sizing: border-box;
+  box-shadow: var(--jp-elevation-z20);
+  word-wrap: break-word;
+  border-radius: var(--jp-border-radius);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color1);
+  resize: both;
+}
+
+.jp-Dialog-button {
+  overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+  outline: 1px solid var(--jp-brand-color1);
+  outline-offset: 4px;
+  -moz-outline-radius: 0px;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+  border: 0;
+}
+
+button.jp-Dialog-close-button {
+  padding: 0;
+  height: 100%;
+  min-width: unset;
+  min-height: unset;
+}
+
+.jp-Dialog-header {
+  display: flex;
+  justify-content: space-between;
+  flex: 0 0 auto;
+  padding-bottom: 12px;
+  font-size: var(--jp-ui-font-size3);
+  font-weight: 400;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-body {
+  display: flex;
+  flex-direction: column;
+  flex: 1 1 auto;
+  font-size: var(--jp-ui-font-size1);
+  background: var(--jp-layout-color1);
+  overflow: auto;
+}
+
+.jp-Dialog-footer {
+  display: flex;
+  flex-direction: row;
+  justify-content: flex-end;
+  flex: 0 0 auto;
+  margin-left: -12px;
+  margin-right: -12px;
+  padding: 12px;
+}
+
+.jp-Dialog-title {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+  width: 100%;
+}
+
+.jp-Dialog-body > button {
+  padding: 0px 16px;
+}
+
+.jp-Dialog-body > label {
+  line-height: 1.4;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+  margin-right: 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+  position: fixed;
+}
+
+.jp-HoverBox.jp-mod-outofview {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-IFrame > iframe {
+  border: none;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+.jp-Input-Boolean-Dialog {
+  flex-direction: row-reverse;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-Input-Boolean-Dialog > label {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+  outline: none;
+}
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+  --md-red-50: #ffebee;
+  --md-red-100: #ffcdd2;
+  --md-red-200: #ef9a9a;
+  --md-red-300: #e57373;
+  --md-red-400: #ef5350;
+  --md-red-500: #f44336;
+  --md-red-600: #e53935;
+  --md-red-700: #d32f2f;
+  --md-red-800: #c62828;
+  --md-red-900: #b71c1c;
+  --md-red-A100: #ff8a80;
+  --md-red-A200: #ff5252;
+  --md-red-A400: #ff1744;
+  --md-red-A700: #d50000;
+
+  --md-pink-50: #fce4ec;
+  --md-pink-100: #f8bbd0;
+  --md-pink-200: #f48fb1;
+  --md-pink-300: #f06292;
+  --md-pink-400: #ec407a;
+  --md-pink-500: #e91e63;
+  --md-pink-600: #d81b60;
+  --md-pink-700: #c2185b;
+  --md-pink-800: #ad1457;
+  --md-pink-900: #880e4f;
+  --md-pink-A100: #ff80ab;
+  --md-pink-A200: #ff4081;
+  --md-pink-A400: #f50057;
+  --md-pink-A700: #c51162;
+
+  --md-purple-50: #f3e5f5;
+  --md-purple-100: #e1bee7;
+  --md-purple-200: #ce93d8;
+  --md-purple-300: #ba68c8;
+  --md-purple-400: #ab47bc;
+  --md-purple-500: #9c27b0;
+  --md-purple-600: #8e24aa;
+  --md-purple-700: #7b1fa2;
+  --md-purple-800: #6a1b9a;
+  --md-purple-900: #4a148c;
+  --md-purple-A100: #ea80fc;
+  --md-purple-A200: #e040fb;
+  --md-purple-A400: #d500f9;
+  --md-purple-A700: #aa00ff;
+
+  --md-deep-purple-50: #ede7f6;
+  --md-deep-purple-100: #d1c4e9;
+  --md-deep-purple-200: #b39ddb;
+  --md-deep-purple-300: #9575cd;
+  --md-deep-purple-400: #7e57c2;
+  --md-deep-purple-500: #673ab7;
+  --md-deep-purple-600: #5e35b1;
+  --md-deep-purple-700: #512da8;
+  --md-deep-purple-800: #4527a0;
+  --md-deep-purple-900: #311b92;
+  --md-deep-purple-A100: #b388ff;
+  --md-deep-purple-A200: #7c4dff;
+  --md-deep-purple-A400: #651fff;
+  --md-deep-purple-A700: #6200ea;
+
+  --md-indigo-50: #e8eaf6;
+  --md-indigo-100: #c5cae9;
+  --md-indigo-200: #9fa8da;
+  --md-indigo-300: #7986cb;
+  --md-indigo-400: #5c6bc0;
+  --md-indigo-500: #3f51b5;
+  --md-indigo-600: #3949ab;
+  --md-indigo-700: #303f9f;
+  --md-indigo-800: #283593;
+  --md-indigo-900: #1a237e;
+  --md-indigo-A100: #8c9eff;
+  --md-indigo-A200: #536dfe;
+  --md-indigo-A400: #3d5afe;
+  --md-indigo-A700: #304ffe;
+
+  --md-blue-50: #e3f2fd;
+  --md-blue-100: #bbdefb;
+  --md-blue-200: #90caf9;
+  --md-blue-300: #64b5f6;
+  --md-blue-400: #42a5f5;
+  --md-blue-500: #2196f3;
+  --md-blue-600: #1e88e5;
+  --md-blue-700: #1976d2;
+  --md-blue-800: #1565c0;
+  --md-blue-900: #0d47a1;
+  --md-blue-A100: #82b1ff;
+  --md-blue-A200: #448aff;
+  --md-blue-A400: #2979ff;
+  --md-blue-A700: #2962ff;
+
+  --md-light-blue-50: #e1f5fe;
+  --md-light-blue-100: #b3e5fc;
+  --md-light-blue-200: #81d4fa;
+  --md-light-blue-300: #4fc3f7;
+  --md-light-blue-400: #29b6f6;
+  --md-light-blue-500: #03a9f4;
+  --md-light-blue-600: #039be5;
+  --md-light-blue-700: #0288d1;
+  --md-light-blue-800: #0277bd;
+  --md-light-blue-900: #01579b;
+  --md-light-blue-A100: #80d8ff;
+  --md-light-blue-A200: #40c4ff;
+  --md-light-blue-A400: #00b0ff;
+  --md-light-blue-A700: #0091ea;
+
+  --md-cyan-50: #e0f7fa;
+  --md-cyan-100: #b2ebf2;
+  --md-cyan-200: #80deea;
+  --md-cyan-300: #4dd0e1;
+  --md-cyan-400: #26c6da;
+  --md-cyan-500: #00bcd4;
+  --md-cyan-600: #00acc1;
+  --md-cyan-700: #0097a7;
+  --md-cyan-800: #00838f;
+  --md-cyan-900: #006064;
+  --md-cyan-A100: #84ffff;
+  --md-cyan-A200: #18ffff;
+  --md-cyan-A400: #00e5ff;
+  --md-cyan-A700: #00b8d4;
+
+  --md-teal-50: #e0f2f1;
+  --md-teal-100: #b2dfdb;
+  --md-teal-200: #80cbc4;
+  --md-teal-300: #4db6ac;
+  --md-teal-400: #26a69a;
+  --md-teal-500: #009688;
+  --md-teal-600: #00897b;
+  --md-teal-700: #00796b;
+  --md-teal-800: #00695c;
+  --md-teal-900: #004d40;
+  --md-teal-A100: #a7ffeb;
+  --md-teal-A200: #64ffda;
+  --md-teal-A400: #1de9b6;
+  --md-teal-A700: #00bfa5;
+
+  --md-green-50: #e8f5e9;
+  --md-green-100: #c8e6c9;
+  --md-green-200: #a5d6a7;
+  --md-green-300: #81c784;
+  --md-green-400: #66bb6a;
+  --md-green-500: #4caf50;
+  --md-green-600: #43a047;
+  --md-green-700: #388e3c;
+  --md-green-800: #2e7d32;
+  --md-green-900: #1b5e20;
+  --md-green-A100: #b9f6ca;
+  --md-green-A200: #69f0ae;
+  --md-green-A400: #00e676;
+  --md-green-A700: #00c853;
+
+  --md-light-green-50: #f1f8e9;
+  --md-light-green-100: #dcedc8;
+  --md-light-green-200: #c5e1a5;
+  --md-light-green-300: #aed581;
+  --md-light-green-400: #9ccc65;
+  --md-light-green-500: #8bc34a;
+  --md-light-green-600: #7cb342;
+  --md-light-green-700: #689f38;
+  --md-light-green-800: #558b2f;
+  --md-light-green-900: #33691e;
+  --md-light-green-A100: #ccff90;
+  --md-light-green-A200: #b2ff59;
+  --md-light-green-A400: #76ff03;
+  --md-light-green-A700: #64dd17;
+
+  --md-lime-50: #f9fbe7;
+  --md-lime-100: #f0f4c3;
+  --md-lime-200: #e6ee9c;
+  --md-lime-300: #dce775;
+  --md-lime-400: #d4e157;
+  --md-lime-500: #cddc39;
+  --md-lime-600: #c0ca33;
+  --md-lime-700: #afb42b;
+  --md-lime-800: #9e9d24;
+  --md-lime-900: #827717;
+  --md-lime-A100: #f4ff81;
+  --md-lime-A200: #eeff41;
+  --md-lime-A400: #c6ff00;
+  --md-lime-A700: #aeea00;
+
+  --md-yellow-50: #fffde7;
+  --md-yellow-100: #fff9c4;
+  --md-yellow-200: #fff59d;
+  --md-yellow-300: #fff176;
+  --md-yellow-400: #ffee58;
+  --md-yellow-500: #ffeb3b;
+  --md-yellow-600: #fdd835;
+  --md-yellow-700: #fbc02d;
+  --md-yellow-800: #f9a825;
+  --md-yellow-900: #f57f17;
+  --md-yellow-A100: #ffff8d;
+  --md-yellow-A200: #ffff00;
+  --md-yellow-A400: #ffea00;
+  --md-yellow-A700: #ffd600;
+
+  --md-amber-50: #fff8e1;
+  --md-amber-100: #ffecb3;
+  --md-amber-200: #ffe082;
+  --md-amber-300: #ffd54f;
+  --md-amber-400: #ffca28;
+  --md-amber-500: #ffc107;
+  --md-amber-600: #ffb300;
+  --md-amber-700: #ffa000;
+  --md-amber-800: #ff8f00;
+  --md-amber-900: #ff6f00;
+  --md-amber-A100: #ffe57f;
+  --md-amber-A200: #ffd740;
+  --md-amber-A400: #ffc400;
+  --md-amber-A700: #ffab00;
+
+  --md-orange-50: #fff3e0;
+  --md-orange-100: #ffe0b2;
+  --md-orange-200: #ffcc80;
+  --md-orange-300: #ffb74d;
+  --md-orange-400: #ffa726;
+  --md-orange-500: #ff9800;
+  --md-orange-600: #fb8c00;
+  --md-orange-700: #f57c00;
+  --md-orange-800: #ef6c00;
+  --md-orange-900: #e65100;
+  --md-orange-A100: #ffd180;
+  --md-orange-A200: #ffab40;
+  --md-orange-A400: #ff9100;
+  --md-orange-A700: #ff6d00;
+
+  --md-deep-orange-50: #fbe9e7;
+  --md-deep-orange-100: #ffccbc;
+  --md-deep-orange-200: #ffab91;
+  --md-deep-orange-300: #ff8a65;
+  --md-deep-orange-400: #ff7043;
+  --md-deep-orange-500: #ff5722;
+  --md-deep-orange-600: #f4511e;
+  --md-deep-orange-700: #e64a19;
+  --md-deep-orange-800: #d84315;
+  --md-deep-orange-900: #bf360c;
+  --md-deep-orange-A100: #ff9e80;
+  --md-deep-orange-A200: #ff6e40;
+  --md-deep-orange-A400: #ff3d00;
+  --md-deep-orange-A700: #dd2c00;
+
+  --md-brown-50: #efebe9;
+  --md-brown-100: #d7ccc8;
+  --md-brown-200: #bcaaa4;
+  --md-brown-300: #a1887f;
+  --md-brown-400: #8d6e63;
+  --md-brown-500: #795548;
+  --md-brown-600: #6d4c41;
+  --md-brown-700: #5d4037;
+  --md-brown-800: #4e342e;
+  --md-brown-900: #3e2723;
+
+  --md-grey-50: #fafafa;
+  --md-grey-100: #f5f5f5;
+  --md-grey-200: #eeeeee;
+  --md-grey-300: #e0e0e0;
+  --md-grey-400: #bdbdbd;
+  --md-grey-500: #9e9e9e;
+  --md-grey-600: #757575;
+  --md-grey-700: #616161;
+  --md-grey-800: #424242;
+  --md-grey-900: #212121;
+
+  --md-blue-grey-50: #eceff1;
+  --md-blue-grey-100: #cfd8dc;
+  --md-blue-grey-200: #b0bec5;
+  --md-blue-grey-300: #90a4ae;
+  --md-blue-grey-400: #78909c;
+  --md-blue-grey-500: #607d8b;
+  --md-blue-grey-600: #546e7a;
+  --md-blue-grey-700: #455a64;
+  --md-blue-grey-800: #37474f;
+  --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+  position: absolute;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  z-index: 10;
+  left: 0;
+  top: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-layout-color0);
+  outline: none;
+}
+
+.jp-SpinnerContent {
+  font-size: 10px;
+  margin: 50px auto;
+  text-indent: -9999em;
+  width: 3em;
+  height: 3em;
+  border-radius: 50%;
+  background: var(--jp-brand-color3);
+  background: linear-gradient(
+    to right,
+    #f37626 10%,
+    rgba(255, 255, 255, 0) 42%
+  );
+  position: relative;
+  animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent:before {
+  width: 50%;
+  height: 50%;
+  background: #f37626;
+  border-radius: 100% 0 0 0;
+  position: absolute;
+  top: 0;
+  left: 0;
+  content: '';
+}
+
+.jp-SpinnerContent:after {
+  background: var(--jp-layout-color0);
+  width: 75%;
+  height: 75%;
+  border-radius: 50%;
+  content: '';
+  margin: auto;
+  position: absolute;
+  top: 0;
+  left: 0;
+  bottom: 0;
+  right: 0;
+}
+
+@keyframes fadeIn {
+  0% {
+    opacity: 0;
+  }
+  100% {
+    opacity: 1;
+  }
+}
+
+@keyframes load3 {
+  0% {
+    transform: rotate(0deg);
+  }
+  100% {
+    transform: rotate(360deg);
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: none;
+  box-sizing: border-box;
+  text-align: center;
+  line-height: 32px;
+  height: 32px;
+  padding: 0px 12px;
+  letter-spacing: 0.8px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+  background: var(--jp-input-background);
+  height: 28px;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+  padding-left: 7px;
+  padding-right: 7px;
+  font-size: var(--jp-ui-font-size2);
+  color: var(--jp-ui-font-color0);
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input[type='checkbox'].jp-mod-styled {
+  appearance: checkbox;
+  -webkit-appearance: checkbox;
+  -moz-appearance: checkbox;
+  height: auto;
+}
+
+input.jp-mod-styled:focus {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-FileDialog-Checkbox {
+  margin-top: 35px;
+  display: flex;
+  flex-direction: row;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-FileDialog-Checkbox > label {
+  flex: 1 1 auto;
+}
+
+.jp-select-wrapper {
+  display: flex;
+  position: relative;
+  flex-direction: column;
+  padding: 1px;
+  background-color: var(--jp-layout-color1);
+  height: 28px;
+  box-sizing: border-box;
+  margin-bottom: 12px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+  background-color: var(--jp-layout-color1);
+  cursor: pointer;
+  color: var(--jp-ui-font-color0);
+  background-color: var(--jp-input-hover-background);
+  box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+  flex: 1 1 auto;
+  height: 32px;
+  width: 100%;
+  font-size: var(--jp-ui-font-size2);
+  background: var(--jp-input-background);
+  color: var(--jp-ui-font-color0);
+  padding: 0 25px 0 8px;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toolbar-height: calc(
+    28px + var(--jp-border-width)
+  ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+  color: var(--jp-ui-font-color1);
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: 2px;
+  z-index: 1;
+  overflow-x: auto;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+  display: inline-block;
+  width: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  display: flex;
+  padding-left: 1px;
+  padding-right: 1px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: var(--jp-private-toolbar-height);
+  height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+  color: transparent;
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px;
+  margin: 0px;
+}
+
+button.jp-ToolbarButtonComponent {
+  background: var(--jp-layout-color1);
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px 6px;
+  margin: 0px;
+  height: 24px;
+  border-radius: var(--jp-border-radius);
+  display: flex;
+  align-items: center;
+  text-align: center;
+  font-size: 14px;
+  min-width: unset;
+  min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+  opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent span {
+  padding: 0px;
+  flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+  font-size: var(--jp-ui-font-size1);
+  line-height: 100%;
+  padding-left: 2px;
+  color: var(--jp-ui-font-color1);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar.jp-Toolbar-micro {
+  padding: 0;
+  min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar {
+  border: none;
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
+body.lm-mod-override-cursor * {
+  cursor: inherit !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+}
+
+.jp-JSONEditor-host {
+  flex: 1 1 auto;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  background: var(--jp-layout-color0);
+  min-height: 50px;
+  padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+  border-color: red;
+  outline-color: red;
+}
+
+.jp-JSONEditor-header {
+  display: flex;
+  flex: 1 0 auto;
+  padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+  flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+  height: 16px;
+  width: 16px;
+  background-size: 18px;
+  background-repeat: no-repeat;
+  background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+  background-color: var(--jp-input-active-background);
+  border: 1px solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+/* BASICS */
+
+.CodeMirror {
+  /* Set height, width, borders, and global font properties here */
+  font-family: monospace;
+  height: 300px;
+  color: black;
+  direction: ltr;
+}
+
+/* PADDING */
+
+.CodeMirror-lines {
+  padding: 4px 0; /* Vertical padding around content */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  padding: 0 4px; /* Horizontal padding of content */
+}
+
+.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  background-color: white; /* The little square between H and V scrollbars */
+}
+
+/* GUTTER */
+
+.CodeMirror-gutters {
+  border-right: 1px solid #ddd;
+  background-color: #f7f7f7;
+  white-space: nowrap;
+}
+.CodeMirror-linenumbers {}
+.CodeMirror-linenumber {
+  padding: 0 3px 0 5px;
+  min-width: 20px;
+  text-align: right;
+  color: #999;
+  white-space: nowrap;
+}
+
+.CodeMirror-guttermarker { color: black; }
+.CodeMirror-guttermarker-subtle { color: #999; }
+
+/* CURSOR */
+
+.CodeMirror-cursor {
+  border-left: 1px solid black;
+  border-right: none;
+  width: 0;
+}
+/* Shown when moving in bi-directional text */
+.CodeMirror div.CodeMirror-secondarycursor {
+  border-left: 1px solid silver;
+}
+.cm-fat-cursor .CodeMirror-cursor {
+  width: auto;
+  border: 0 !important;
+  background: #7e7;
+}
+.cm-fat-cursor div.CodeMirror-cursors {
+  z-index: 1;
+}
+.cm-fat-cursor-mark {
+  background-color: rgba(20, 255, 20, 0.5);
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+}
+.cm-animate-fat-cursor {
+  width: auto;
+  border: 0;
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+  background-color: #7e7;
+}
+@-moz-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@-webkit-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+
+/* Can style cursor different in overwrite (non-insert) mode */
+.CodeMirror-overwrite .CodeMirror-cursor {}
+
+.cm-tab { display: inline-block; text-decoration: inherit; }
+
+.CodeMirror-rulers {
+  position: absolute;
+  left: 0; right: 0; top: -50px; bottom: 0;
+  overflow: hidden;
+}
+.CodeMirror-ruler {
+  border-left: 1px solid #ccc;
+  top: 0; bottom: 0;
+  position: absolute;
+}
+
+/* DEFAULT THEME */
+
+.cm-s-default .cm-header {color: blue;}
+.cm-s-default .cm-quote {color: #090;}
+.cm-negative {color: #d44;}
+.cm-positive {color: #292;}
+.cm-header, .cm-strong {font-weight: bold;}
+.cm-em {font-style: italic;}
+.cm-link {text-decoration: underline;}
+.cm-strikethrough {text-decoration: line-through;}
+
+.cm-s-default .cm-keyword {color: #708;}
+.cm-s-default .cm-atom {color: #219;}
+.cm-s-default .cm-number {color: #164;}
+.cm-s-default .cm-def {color: #00f;}
+.cm-s-default .cm-variable,
+.cm-s-default .cm-punctuation,
+.cm-s-default .cm-property,
+.cm-s-default .cm-operator {}
+.cm-s-default .cm-variable-2 {color: #05a;}
+.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
+.cm-s-default .cm-comment {color: #a50;}
+.cm-s-default .cm-string {color: #a11;}
+.cm-s-default .cm-string-2 {color: #f50;}
+.cm-s-default .cm-meta {color: #555;}
+.cm-s-default .cm-qualifier {color: #555;}
+.cm-s-default .cm-builtin {color: #30a;}
+.cm-s-default .cm-bracket {color: #997;}
+.cm-s-default .cm-tag {color: #170;}
+.cm-s-default .cm-attribute {color: #00c;}
+.cm-s-default .cm-hr {color: #999;}
+.cm-s-default .cm-link {color: #00c;}
+
+.cm-s-default .cm-error {color: #f00;}
+.cm-invalidchar {color: #f00;}
+
+.CodeMirror-composing { border-bottom: 2px solid; }
+
+/* Default styles for common addons */
+
+div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
+div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
+.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
+.CodeMirror-activeline-background {background: #e8f2ff;}
+
+/* STOP */
+
+/* The rest of this file contains styles related to the mechanics of
+   the editor. You probably shouldn't touch them. */
+
+.CodeMirror {
+  position: relative;
+  overflow: hidden;
+  background: white;
+}
+
+.CodeMirror-scroll {
+  overflow: scroll !important; /* Things will break if this is overridden */
+  /* 50px is the magic margin used to hide the element's real scrollbars */
+  /* See overflow: hidden in .CodeMirror */
+  margin-bottom: -50px; margin-right: -50px;
+  padding-bottom: 50px;
+  height: 100%;
+  outline: none; /* Prevent dragging from highlighting the element */
+  position: relative;
+}
+.CodeMirror-sizer {
+  position: relative;
+  border-right: 50px solid transparent;
+}
+
+/* The fake, visible scrollbars. Used to force redraw during scrolling
+   before actual scrolling happens, thus preventing shaking and
+   flickering artifacts. */
+.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  position: absolute;
+  z-index: 6;
+  display: none;
+  outline: none;
+}
+.CodeMirror-vscrollbar {
+  right: 0; top: 0;
+  overflow-x: hidden;
+  overflow-y: scroll;
+}
+.CodeMirror-hscrollbar {
+  bottom: 0; left: 0;
+  overflow-y: hidden;
+  overflow-x: scroll;
+}
+.CodeMirror-scrollbar-filler {
+  right: 0; bottom: 0;
+}
+.CodeMirror-gutter-filler {
+  left: 0; bottom: 0;
+}
+
+.CodeMirror-gutters {
+  position: absolute; left: 0; top: 0;
+  min-height: 100%;
+  z-index: 3;
+}
+.CodeMirror-gutter {
+  white-space: normal;
+  height: 100%;
+  display: inline-block;
+  vertical-align: top;
+  margin-bottom: -50px;
+}
+.CodeMirror-gutter-wrapper {
+  position: absolute;
+  z-index: 4;
+  background: none !important;
+  border: none !important;
+}
+.CodeMirror-gutter-background {
+  position: absolute;
+  top: 0; bottom: 0;
+  z-index: 4;
+}
+.CodeMirror-gutter-elt {
+  position: absolute;
+  cursor: default;
+  z-index: 4;
+}
+.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
+.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }
+
+.CodeMirror-lines {
+  cursor: text;
+  min-height: 1px; /* prevents collapsing before first draw */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  /* Reset some styles that the rest of the page might have set */
+  -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
+  border-width: 0;
+  background: transparent;
+  font-family: inherit;
+  font-size: inherit;
+  margin: 0;
+  white-space: pre;
+  word-wrap: normal;
+  line-height: inherit;
+  color: inherit;
+  z-index: 2;
+  position: relative;
+  overflow: visible;
+  -webkit-tap-highlight-color: transparent;
+  -webkit-font-variant-ligatures: contextual;
+  font-variant-ligatures: contextual;
+}
+.CodeMirror-wrap pre.CodeMirror-line,
+.CodeMirror-wrap pre.CodeMirror-line-like {
+  word-wrap: break-word;
+  white-space: pre-wrap;
+  word-break: normal;
+}
+
+.CodeMirror-linebackground {
+  position: absolute;
+  left: 0; right: 0; top: 0; bottom: 0;
+  z-index: 0;
+}
+
+.CodeMirror-linewidget {
+  position: relative;
+  z-index: 2;
+  padding: 0.1px; /* Force widget margins to stay inside of the container */
+}
+
+.CodeMirror-widget {}
+
+.CodeMirror-rtl pre { direction: rtl; }
+
+.CodeMirror-code {
+  outline: none;
+}
+
+/* Force content-box sizing for the elements where we expect it */
+.CodeMirror-scroll,
+.CodeMirror-sizer,
+.CodeMirror-gutter,
+.CodeMirror-gutters,
+.CodeMirror-linenumber {
+  -moz-box-sizing: content-box;
+  box-sizing: content-box;
+}
+
+.CodeMirror-measure {
+  position: absolute;
+  width: 100%;
+  height: 0;
+  overflow: hidden;
+  visibility: hidden;
+}
+
+.CodeMirror-cursor {
+  position: absolute;
+  pointer-events: none;
+}
+.CodeMirror-measure pre { position: static; }
+
+div.CodeMirror-cursors {
+  visibility: hidden;
+  position: relative;
+  z-index: 3;
+}
+div.CodeMirror-dragcursors {
+  visibility: visible;
+}
+
+.CodeMirror-focused div.CodeMirror-cursors {
+  visibility: visible;
+}
+
+.CodeMirror-selected { background: #d9d9d9; }
+.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
+.CodeMirror-crosshair { cursor: crosshair; }
+.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
+.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }
+
+.cm-searching {
+  background-color: #ffa;
+  background-color: rgba(255, 255, 0, .4);
+}
+
+/* Used to force a border model for a node */
+.cm-force-border { padding-right: .1px; }
+
+@media print {
+  /* Hide the cursor when printing */
+  .CodeMirror div.CodeMirror-cursors {
+    visibility: hidden;
+  }
+}
+
+/* See issue #2901 */
+.cm-tab-wrap-hack:after { content: ''; }
+
+/* Help users use markselection to safely style text background */
+span.CodeMirror-selectedtext { background: none; }
+
+.CodeMirror-dialog {
+  position: absolute;
+  left: 0; right: 0;
+  background: inherit;
+  z-index: 15;
+  padding: .1em .8em;
+  overflow: hidden;
+  color: inherit;
+}
+
+.CodeMirror-dialog-top {
+  border-bottom: 1px solid #eee;
+  top: 0;
+}
+
+.CodeMirror-dialog-bottom {
+  border-top: 1px solid #eee;
+  bottom: 0;
+}
+
+.CodeMirror-dialog input {
+  border: none;
+  outline: none;
+  background: transparent;
+  width: 20em;
+  color: inherit;
+  font-family: monospace;
+}
+
+.CodeMirror-dialog button {
+  font-size: 70%;
+}
+
+.CodeMirror-foldmarker {
+  color: blue;
+  text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
+  font-family: arial;
+  line-height: .3;
+  cursor: pointer;
+}
+.CodeMirror-foldgutter {
+  width: .7em;
+}
+.CodeMirror-foldgutter-open,
+.CodeMirror-foldgutter-folded {
+  cursor: pointer;
+}
+.CodeMirror-foldgutter-open:after {
+  content: "\25BE";
+}
+.CodeMirror-foldgutter-folded:after {
+  content: "\25B8";
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.CodeMirror {
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  border: 0;
+  border-radius: 0;
+  height: auto;
+  /* Changed to auto to autogrow */
+}
+
+.CodeMirror pre {
+  padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
+/* May not cause it not because we changed it! */
+.CodeMirror-lines {
+  padding: var(--jp-code-padding) 0;
+}
+
+.CodeMirror-linenumber {
+  padding: 0 8px;
+}
+
+.jp-CodeMirrorEditor {
+  cursor: text;
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width1) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width2) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
+  display: none;
+}
+
+.CodeMirror-gutters {
+  border-right: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-layout-color0);
+}
+
+.jp-CollaboratorCursor {
+  border-left: 5px solid transparent;
+  border-right: 5px solid transparent;
+  border-top: none;
+  border-bottom: 3px solid;
+  background-clip: content-box;
+  margin-left: -5px;
+  margin-right: -5px;
+}
+
+.CodeMirror-selectedtext.cm-searching {
+  background-color: var(--jp-search-selected-match-background-color) !important;
+  color: var(--jp-search-selected-match-color) !important;
+}
+
+.cm-searching {
+  background-color: var(
+    --jp-search-unselected-match-background-color
+  ) !important;
+  color: var(--jp-search-unselected-match-color) !important;
+}
+
+.CodeMirror-focused .CodeMirror-selected {
+  background-color: var(--jp-editor-selected-focused-background);
+}
+
+.CodeMirror-selected {
+  background-color: var(--jp-editor-selected-background);
+}
+
+.jp-CollaboratorCursor-hover {
+  position: absolute;
+  z-index: 1;
+  transform: translateX(-50%);
+  color: white;
+  border-radius: 3px;
+  padding-left: 4px;
+  padding-right: 4px;
+  padding-top: 1px;
+  padding-bottom: 1px;
+  text-align: center;
+  font-size: var(--jp-ui-font-size1);
+  white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+  border-left: 1px dashed var(--jp-border-color2);
+}
+
+/**
+ * Here is our jupyter theme for CodeMirror syntax highlighting
+ * This is used in our marked.js syntax highlighting and CodeMirror itself
+ * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
+ * This came from the classic notebook, which came form highlight.js/GitHub
+ */
+
+/**
+ * CodeMirror themes are handling the background/color in this way. This works
+ * fine for CodeMirror editors outside the notebook, but the notebook styles
+ * these things differently.
+ */
+.CodeMirror.cm-s-jupyter {
+  background: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* In the notebook, we want this styling to be handled by its container */
+.jp-CodeConsole .CodeMirror.cm-s-jupyter,
+.jp-Notebook .CodeMirror.cm-s-jupyter {
+  background: transparent;
+}
+
+.cm-s-jupyter .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+.cm-s-jupyter span.cm-keyword {
+  color: var(--jp-mirror-editor-keyword-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-atom {
+  color: var(--jp-mirror-editor-atom-color);
+}
+.cm-s-jupyter span.cm-number {
+  color: var(--jp-mirror-editor-number-color);
+}
+.cm-s-jupyter span.cm-def {
+  color: var(--jp-mirror-editor-def-color);
+}
+.cm-s-jupyter span.cm-variable {
+  color: var(--jp-mirror-editor-variable-color);
+}
+.cm-s-jupyter span.cm-variable-2 {
+  color: var(--jp-mirror-editor-variable-2-color);
+}
+.cm-s-jupyter span.cm-variable-3 {
+  color: var(--jp-mirror-editor-variable-3-color);
+}
+.cm-s-jupyter span.cm-punctuation {
+  color: var(--jp-mirror-editor-punctuation-color);
+}
+.cm-s-jupyter span.cm-property {
+  color: var(--jp-mirror-editor-property-color);
+}
+.cm-s-jupyter span.cm-operator {
+  color: var(--jp-mirror-editor-operator-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-comment {
+  color: var(--jp-mirror-editor-comment-color);
+  font-style: italic;
+}
+.cm-s-jupyter span.cm-string {
+  color: var(--jp-mirror-editor-string-color);
+}
+.cm-s-jupyter span.cm-string-2 {
+  color: var(--jp-mirror-editor-string-2-color);
+}
+.cm-s-jupyter span.cm-meta {
+  color: var(--jp-mirror-editor-meta-color);
+}
+.cm-s-jupyter span.cm-qualifier {
+  color: var(--jp-mirror-editor-qualifier-color);
+}
+.cm-s-jupyter span.cm-builtin {
+  color: var(--jp-mirror-editor-builtin-color);
+}
+.cm-s-jupyter span.cm-bracket {
+  color: var(--jp-mirror-editor-bracket-color);
+}
+.cm-s-jupyter span.cm-tag {
+  color: var(--jp-mirror-editor-tag-color);
+}
+.cm-s-jupyter span.cm-attribute {
+  color: var(--jp-mirror-editor-attribute-color);
+}
+.cm-s-jupyter span.cm-header {
+  color: var(--jp-mirror-editor-header-color);
+}
+.cm-s-jupyter span.cm-quote {
+  color: var(--jp-mirror-editor-quote-color);
+}
+.cm-s-jupyter span.cm-link {
+  color: var(--jp-mirror-editor-link-color);
+}
+.cm-s-jupyter span.cm-error {
+  color: var(--jp-mirror-editor-error-color);
+}
+.cm-s-jupyter span.cm-hr {
+  color: #999;
+}
+
+.cm-s-jupyter span.cm-tab {
+  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+  background-position: right;
+  background-repeat: no-repeat;
+}
+
+.cm-s-jupyter .CodeMirror-activeline-background,
+.cm-s-jupyter .CodeMirror-gutter {
+  background-color: var(--jp-layout-color2);
+}
+
+/* Styles for shared cursors (remote cursor locations and selected ranges) */
+.jp-CodeMirrorEditor .remote-caret {
+  position: relative;
+  border-left: 2px solid black;
+  margin-left: -1px;
+  margin-right: -1px;
+  box-sizing: border-box;
+}
+
+.jp-CodeMirrorEditor .remote-caret > div {
+  white-space: nowrap;
+  position: absolute;
+  top: -1.15em;
+  padding-bottom: 0.05em;
+  left: -2px;
+  font-size: 0.95em;
+  background-color: rgb(250, 129, 0);
+  font-family: var(--jp-ui-font-family);
+  font-weight: bold;
+  line-height: normal;
+  user-select: none;
+  color: white;
+  padding-left: 2px;
+  padding-right: 2px;
+  z-index: 3;
+  transition: opacity 0.3s ease-in-out;
+}
+
+.jp-CodeMirrorEditor .remote-caret.hide-name > div {
+  transition-delay: 0.7s;
+  opacity: 0;
+}
+
+.jp-CodeMirrorEditor .remote-caret:hover > div {
+  opacity: 1;
+  transition-delay: 0s;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+  /* This is the padding value to fill the gaps between lines containing spans with background color. */
+  --jp-private-code-span-padding: calc(
+    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+  );
+}
+
+.jp-RenderedText {
+  text-align: left;
+  padding-left: var(--jp-code-padding);
+  line-height: var(--jp-code-line-height);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+  border: none;
+  margin: 0px;
+  padding: 0px;
+}
+
+.jp-RenderedText pre a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+  color: #3e424d;
+}
+.jp-RenderedText pre .ansi-red-fg {
+  color: #e75c58;
+}
+.jp-RenderedText pre .ansi-green-fg {
+  color: #00a250;
+}
+.jp-RenderedText pre .ansi-yellow-fg {
+  color: #ddb62b;
+}
+.jp-RenderedText pre .ansi-blue-fg {
+  color: #208ffb;
+}
+.jp-RenderedText pre .ansi-magenta-fg {
+  color: #d160c4;
+}
+.jp-RenderedText pre .ansi-cyan-fg {
+  color: #60c6c8;
+}
+.jp-RenderedText pre .ansi-white-fg {
+  color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+  background-color: #3e424d;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-bg {
+  background-color: #e75c58;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-bg {
+  background-color: #00a250;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-bg {
+  background-color: #ddb62b;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-bg {
+  background-color: #208ffb;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-bg {
+  background-color: #d160c4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-bg {
+  background-color: #60c6c8;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-bg {
+  background-color: #c5c1b4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+  color: #282c36;
+}
+.jp-RenderedText pre .ansi-red-intense-fg {
+  color: #b22b31;
+}
+.jp-RenderedText pre .ansi-green-intense-fg {
+  color: #007427;
+}
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+  color: #b27d12;
+}
+.jp-RenderedText pre .ansi-blue-intense-fg {
+  color: #0065ca;
+}
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+  color: #a03196;
+}
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+  color: #258f8f;
+}
+.jp-RenderedText pre .ansi-white-intense-fg {
+  color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+  background-color: #282c36;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-intense-bg {
+  background-color: #b22b31;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-intense-bg {
+  background-color: #007427;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+  background-color: #b27d12;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-intense-bg {
+  background-color: #0065ca;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+  background-color: #a03196;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+  background-color: #258f8f;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-intense-bg {
+  background-color: #a1a6b2;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+  color: var(--jp-ui-inverse-font-color0);
+}
+.jp-RenderedText pre .ansi-default-inverse-bg {
+  background-color: var(--jp-inverse-layout-color0);
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+  font-weight: bold;
+}
+.jp-RenderedText pre .ansi-underline {
+  text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+  background: var(--jp-rendermime-error-background);
+  padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+  padding: var(--jp-code-padding);
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-content-font-family);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+  padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+  font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+  text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+  line-height: var(--jp-content-heading-line-height);
+  font-weight: var(--jp-content-heading-font-weight);
+  font-style: normal;
+  margin: var(--jp-content-heading-margin-top) 0
+    var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+  font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+  font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+  font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+  font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+  font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+  padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+  list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+  list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+  list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+  list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+  list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+  list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+  margin-bottom: 0em;
+}
+
+.jp-RenderedHTMLCommon hr {
+  color: var(--jp-border-color2);
+  background-color: var(--jp-border-color1);
+  margin-top: 1em;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+  margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+  border: 0;
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  line-height: var(--jp-code-line-height);
+  padding: 0;
+  white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+  background-color: var(--jp-layout-color2);
+  padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+  border-collapse: collapse;
+  border-spacing: 0;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  font-size: 12px;
+  table-layout: fixed;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+  max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+  text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+  background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+  background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+  background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon table {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon p {
+  text-align: left;
+  margin: 0px;
+}
+
+.jp-RenderedHTMLCommon p {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+  -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+  display: block;
+  margin-left: 0;
+  margin-right: 0;
+  margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+/* ...or leave it untouched if they don't */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+  max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+  padding: var(--jp-notebook-padding);
+  border: var(--jp-border-width) solid transparent;
+  border-radius: var(--jp-border-radius);
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+  color: var(--jp-info-color0);
+  background-color: var(--jp-info-color3);
+  border-color: var(--jp-info-color2);
+}
+.jp-RenderedHTMLCommon .alert-info hr {
+  border-color: var(--jp-info-color3);
+}
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+  color: var(--jp-warn-color0);
+  background-color: var(--jp-warn-color3);
+  border-color: var(--jp-warn-color2);
+}
+.jp-RenderedHTMLCommon .alert-warning hr {
+  border-color: var(--jp-warn-color3);
+}
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+  color: var(--jp-success-color0);
+  background-color: var(--jp-success-color3);
+  border-color: var(--jp-success-color2);
+}
+.jp-RenderedHTMLCommon .alert-success hr {
+  border-color: var(--jp-success-color3);
+}
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+  color: var(--jp-error-color0);
+  background-color: var(--jp-error-color3);
+  border-color: var(--jp-error-color2);
+}
+.jp-RenderedHTMLCommon .alert-danger hr {
+  border-color: var(--jp-error-color3);
+}
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+  margin: 1em 2em;
+  padding: 0 1em;
+  border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+  visibility: hidden;
+  margin-left: 8px;
+  color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+  visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+  background-color: var(--jp-rendermime-table-row-background);
+  border: 1px solid var(--jp-border-color0);
+  border-bottom-color: var(--jp-border-color2);
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+  display: inline-block;
+  font-size: 0.8em;
+  line-height: 1em;
+  padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+  margin-bottom: 0.5em;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-filebrowser-button-height: 28px;
+  --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser {
+  display: flex;
+  flex-direction: column;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  border-bottom: none;
+  height: auto;
+  margin: var(--jp-toolbar-header-margin);
+  box-shadow: none;
+}
+
+.jp-BreadCrumbs {
+  flex: 0 0 auto;
+  margin: 8px 12px 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+  margin: 0px 2px;
+  padding: 0px 2px;
+  border-radius: var(--jp-border-radius);
+  cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+  margin-left: 0px;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+  background-color: var(--jp-brand-color2);
+  opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  padding: 0px;
+  margin: 8px 12px 0px 12px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  justify-content: flex-start;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
+  flex: 0 0 auto;
+  padding-left: 0px;
+  padding-right: 2px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
+  width: 40px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent {
+  width: 72px;
+  background: var(--jp-brand-color1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent:focus-visible {
+  background-color: var(--jp-brand-color0);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent
+  .jp-icon3 {
+  fill: white;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+  color: var(--jp-error-color1);
+}
+
+.jp-FileDialog .jp-new-name-title {
+  margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+  display: none;
+}
+
+.jp-FileBrowser-filterBox {
+  padding: 0px;
+  flex: 0 0 auto;
+  margin: 8px 12px 0px 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+  outline: 0;
+}
+
+.jp-DirListing:focus-visible {
+  border: 1px solid var(--jp-brand-color1);
+}
+
+.jp-DirListing-header {
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+  border-top: var(--jp-border-width) solid var(--jp-border-color2);
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+  padding: 4px 12px 2px 12px;
+  font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+  flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+  flex: 0 0 112px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-id-narrow {
+  display: none;
+  flex: 0 0 5px;
+  padding: 4px 4px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+  color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+  display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+  display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+  font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+  outline: 5px dashed rgba(128, 128, 128, 0.5);
+  outline-offset: -10px;
+  cursor: copy;
+}
+
+.jp-DirListing-item {
+  display: flex;
+  flex-direction: row;
+  padding: 4px 12px;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-DirListing-item[data-is-dot] {
+  opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+  background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+  flex: 0 0 20px;
+  margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+  flex: 1 0 64px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  user-select: none;
+}
+
+.jp-DirListing-itemModified {
+  flex: 0 0 125px;
+  text-align: right;
+}
+
+.jp-DirListing-editor {
+  flex: 1 0 64px;
+  outline: none;
+  border: none;
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
+  color: var(--jp-success-color1);
+  content: '\25CF';
+  font-size: 8px;
+  position: absolute;
+  left: -8px;
+}
+
+.jp-DirListing-item.jp-mod-running.jp-mod-selected
+  .jp-DirListing-itemIcon:before {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+  font-size: var(--jp-ui-font-size1);
+  padding-left: 4px;
+  margin-left: 4px;
+  width: 160px;
+  background-color: var(--jp-ui-inverse-font-color2);
+  box-shadow: var(--jp-elevation-z2);
+  border-radius: 0px;
+  color: var(--jp-ui-font-color1);
+  transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-DirListing-deadSpace {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-Document {
+  min-width: 120px;
+  min-height: 120px;
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+}
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+  overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+  display: flex;
+  flex-direction: row;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child {
+  flex-direction: column;
+}
+
+.jp-OutputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-outprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+.jp-OutputArea-output {
+  height: auto;
+  overflow: auto;
+  user-select: text;
+  -moz-user-select: text;
+  -webkit-user-select: text;
+  -ms-user-select: text;
+}
+
+.jp-OutputArea-child .jp-OutputArea-output {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  margin-left: var(--jp-notebook-padding);
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+  width: 100%;
+  display: block;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+  border: none;
+  margin: 0px;
+  padding: 0px;
+  overflow-x: auto;
+  overflow-y: auto;
+  word-break: break-all;
+  word-wrap: break-word;
+  white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+  margin-left: 0;
+  margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+  display: block;
+}
+
+.jp-OutputArea-output dl {
+  width: 100%;
+  overflow: hidden;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dt {
+  font-weight: bold;
+  float: left;
+  width: 20%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dd {
+  float: left;
+  width: 80%;
+  padding: 0;
+  margin: 0;
+}
+
+/* Hide the gutter in case of
+ *  - nested output areas (e.g. in the case of output widgets)
+ *  - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  margin-left: 0px;
+  flex: 1 1 auto;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+  padding-top: var(--jp-code-padding);
+  border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-stdin {
+  line-height: var(--jp-code-line-height);
+  padding-top: var(--jp-code-padding);
+  display: flex;
+}
+
+.jp-Stdin-prompt {
+  color: var(--jp-content-font-color0);
+  padding-right: var(--jp-code-padding);
+  vertical-align: baseline;
+  flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  color: inherit;
+  background-color: inherit;
+  width: 42%;
+  min-width: 200px;
+  /* make sure input baseline aligns with prompt */
+  vertical-align: baseline;
+  /* padding + margin = 0.5em between prompt and cursor */
+  padding: 0em 0.25em;
+  margin: 0em 0.25em;
+  flex: 0 0 70%;
+}
+
+.jp-Stdin-input:focus {
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+  height: 100%;
+  display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+  height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+  flex: 0 0 var(--jp-cell-collapser-width);
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+  border-radius: var(--jp-border-radius);
+  opacity: 1;
+}
+
+.jp-Collapser-child {
+  display: block;
+  width: 100%;
+  box-sizing: border-box;
+  /* height: 100% doesn't work because the height of its parent is computed from content */
+  position: absolute;
+  top: 0px;
+  bottom: 0px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+  height: 0px;
+  width: 100%;
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+}
+
+body[data-format='mobile'] .jp-InputArea {
+  flex-direction: column;
+}
+
+.jp-InputArea-editor {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  /* This is the non-active, default styling */
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0px;
+  background: var(--jp-cell-editor-background);
+}
+
+body[data-format='mobile'] .jp-InputArea-editor {
+  margin-left: var(--jp-notebook-padding);
+}
+
+.jp-InputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-inprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  opacity: var(--jp-cell-prompt-opacity);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-InputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+  display: flex;
+  flex-direction: row;
+  flex: 1 1 auto;
+}
+
+.jp-Placeholder-prompt {
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+  flex: 1 1 auto;
+  border: none;
+  background: transparent;
+  height: 20px;
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+  width: 32px;
+  height: 16px;
+  border: 1px solid transparent;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+  border: 1px solid var(--jp-border-color1);
+  box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
+  background-color: var(--jp-layout-color0);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+  padding: var(--jp-cell-padding);
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+  display: flex;
+  flex-direction: row;
+  padding: 0px;
+  margin: 0px;
+  /* Added to reveal the box-shadow on the input and output collapsers. */
+  overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+  border: none !important;
+  background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+  min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+  margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+  overflow-y: auto;
+  max-height: 200px;
+  box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
+  margin-left: var(--jp-private-cell-scrolling-output-offset);
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  flex: 0 0
+    calc(
+      var(--jp-cell-prompt-width) -
+        var(--jp-private-cell-scrolling-output-offset)
+    );
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+  flex: 1 1 auto;
+  margin-top: 0;
+  margin-bottom: 0;
+  padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+  overflow: auto;
+}
+
+.jp-showHiddenCellsButton {
+  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
+  margin-top: var(--jp-code-padding);
+  border: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-border-color3) !important;
+  color: var(--jp-content-font-color0) !important;
+}
+
+.jp-showHiddenCellsButton:hover {
+  background-color: var(--jp-border-color2) !important;
+}
+
+.jp-collapseHeadingButton {
+  display: none;
+}
+
+.jp-MarkdownCell:hover .jp-collapseHeadingButton {
+  display: flex;
+  min-height: var(--jp-cell-collapser-min-height);
+  position: absolute;
+  right: 0;
+  top: 0;
+  bottom: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+  padding: 2px;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+  border: none;
+  box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+  height: 24px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: 14px;
+  border-radius: 0;
+  display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+  top: 5px !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-notebook-dragImage-width: 304px;
+  --jp-private-notebook-dragImage-height: 36px;
+  --jp-private-notebook-selected-color: var(--md-blue-400);
+  --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel {
+  display: block;
+  height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+  min-width: 240px;
+  min-height: 120px;
+}
+
+.jp-Notebook {
+  padding: var(--jp-notebook-padding);
+  outline: none;
+  overflow: auto;
+  background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+  display: block;
+  content: '';
+  min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
+  contain: strict;
+}
+
+.jp-Notebook-render * {
+  contain: none !important;
+}
+
+.jp-Notebook .jp-Cell {
+  overflow: visible;
+}
+
+.jp-Notebook .jp-Cell .jp-InputPrompt {
+  cursor: move;
+  float: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook state related styling
+|
+| The notebook and cells each have states, here are the possibilities:
+|
+| - Notebook
+|   - Command
+|   - Edit
+| - Cell
+|   - None
+|   - Active (only one can be active)
+|   - Selected (the cells actions are applied to)
+|   - Multiselected (when multiple selected, the cursor)
+|   - No outputs
+|----------------------------------------------------------------------------*/
+
+/* Command or edit modes */
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+/* cell is active */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
+  background: var(--jp-brand-color1);
+}
+
+/* cell is dirty */
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
+  color: var(--jp-warn-color1);
+}
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {
+  color: var(--jp-warn-color1);
+  content: '•';
+}
+
+.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
+  background: var(--jp-warn-color1);
+}
+
+/* collapser is hovered */
+.jp-Notebook .jp-Cell .jp-Collapser:hover {
+  box-shadow: var(--jp-elevation-z2);
+  background: var(--jp-brand-color1);
+  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
+}
+
+/* cell is active and collapser is hovered */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/* Command mode */
+
+.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
+  background: var(--jp-notebook-multiselected-color);
+}
+
+.jp-Notebook.jp-mod-commandMode
+  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
+  background: transparent;
+}
+
+/* Edit mode */
+
+.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-cell-editor-active-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook drag and drop
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-cell.jp-mod-dropSource {
+  opacity: 0.5;
+}
+
+.jp-Notebook-cell.jp-mod-dropTarget,
+.jp-Notebook.jp-mod-commandMode
+  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
+  border-top-color: var(--jp-private-notebook-selected-color);
+  border-top-style: solid;
+  border-top-width: 2px;
+}
+
+.jp-dragImage {
+  display: block;
+  flex-direction: row;
+  width: var(--jp-private-notebook-dragImage-width);
+  height: var(--jp-private-notebook-dragImage-height);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+  overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+  flex: 1 1 auto;
+  z-index: 2;
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  line-height: var(--jp-code-line-height);
+  padding: var(--jp-code-padding);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background-color);
+  color: var(--jp-content-font-color3);
+  text-align: left;
+  margin: 4px 4px 4px 0px;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+  flex: 0 0 auto;
+  min-width: 36px;
+  color: var(--jp-cell-inprompt-font-color);
+  padding: var(--jp-code-padding);
+  padding-left: 12px;
+  font-family: var(--jp-cell-prompt-font-family);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: 1.9;
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+  z-index: -1;
+  position: absolute;
+  height: 32px;
+  width: 300px;
+  top: 8px;
+  left: 8px;
+  background: var(--jp-layout-color2);
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+  display: block;
+  min-width: var(--jp-sidebar-min-width);
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+    * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  overflow: auto;
+}
+
+.jp-NotebookTools-tool {
+  padding: 0px 12px 0 12px;
+}
+
+.jp-ActiveCellTool {
+  padding: 12px;
+  background-color: var(--jp-layout-color1);
+  border-top: none !important;
+}
+
+.jp-ActiveCellTool .jp-InputArea-prompt {
+  flex: 0 0 auto;
+  padding-left: 0px;
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor {
+  flex: 1 1 auto;
+  background: var(--jp-cell-editor-background);
+  border-color: var(--jp-cell-editor-border-color);
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
+  background: transparent;
+}
+
+.jp-MetadataEditorTool {
+  flex-direction: column;
+  padding: 12px 0px 12px 0px;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+  margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label {
+  line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+  margin-top: 4px;
+  margin-bottom: 0px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+  margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+  --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+  flex: 0 0 110px;
+}
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-Placeholder {
+  padding-left: 55px;
+}
+
+.jp-Cell-Placeholder-wrapper {
+  background: #fff;
+  border: 1px solid;
+  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
+  border-radius: 4px;
+  -webkit-border-radius: 4px;
+  margin: 10px 15px;
+}
+
+.jp-Cell-Placeholder-wrapper-inner {
+  padding: 15px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body {
+  background-repeat: repeat;
+  background-size: 50% auto;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  background: #f6f7f8;
+  background-image: -webkit-linear-gradient(
+    left,
+    #f6f7f8 0%,
+    #edeef1 20%,
+    #f6f7f8 40%,
+    #f6f7f8 100%
+  );
+  background-repeat: no-repeat;
+  background-size: 800px 104px;
+  height: 104px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  position: absolute;
+  right: 15px;
+  left: 15px;
+  top: 15px;
+}
+
+div.jp-Cell-Placeholder-h1 {
+  top: 20px;
+  height: 20px;
+  left: 15px;
+  width: 150px;
+}
+
+div.jp-Cell-Placeholder-h2 {
+  left: 15px;
+  top: 50px;
+  height: 10px;
+  width: 100px;
+}
+
+div.jp-Cell-Placeholder-content-1,
+div.jp-Cell-Placeholder-content-2,
+div.jp-Cell-Placeholder-content-3 {
+  left: 15px;
+  right: 15px;
+  height: 10px;
+}
+
+div.jp-Cell-Placeholder-content-1 {
+  top: 100px;
+}
+
+div.jp-Cell-Placeholder-content-2 {
+  top: 120px;
+}
+
+div.jp-Cell-Placeholder-content-3 {
+  top: 140px;
+}
+
+</style>
+
+    <style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+  /* Elevation
+   *
+   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+   *
+   * https://github.com/material-components/material-components-web
+   * https://material-components-web.appspot.com/elevation.html
+   */
+
+  --jp-shadow-base-lightness: 0;
+  --jp-shadow-umbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.2
+  );
+  --jp-shadow-penumbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.14
+  );
+  --jp-shadow-ambient-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.12
+  );
+  --jp-elevation-z0: none;
+  --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
+    0px 1px 1px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 3px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
+    0px 2px 2px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 5px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
+    0px 4px 5px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 10px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
+    0px 6px 10px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 18px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
+    0px 8px 10px 1px var(--jp-shadow-penumbra-color),
+    0px 3px 14px 2px var(--jp-shadow-ambient-color);
+  --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
+    0px 12px 17px 2px var(--jp-shadow-penumbra-color),
+    0px 5px 22px 4px var(--jp-shadow-ambient-color);
+  --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
+    0px 16px 24px 2px var(--jp-shadow-penumbra-color),
+    0px 6px 30px 5px var(--jp-shadow-ambient-color);
+  --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
+    0px 20px 31px 3px var(--jp-shadow-penumbra-color),
+    0px 8px 38px 7px var(--jp-shadow-ambient-color);
+  --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
+    0px 24px 38px 3px var(--jp-shadow-penumbra-color),
+    0px 9px 46px 8px var(--jp-shadow-ambient-color);
+
+  /* Borders
+   *
+   * The following variables, specify the visual styling of borders in JupyterLab.
+   */
+
+  --jp-border-width: 1px;
+  --jp-border-color0: var(--md-grey-400);
+  --jp-border-color1: var(--md-grey-400);
+  --jp-border-color2: var(--md-grey-300);
+  --jp-border-color3: var(--md-grey-200);
+  --jp-border-radius: 2px;
+
+  /* UI Fonts
+   *
+   * The UI font CSS variables are used for the typography all of the JupyterLab
+   * user interface elements that are not directly user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-ui-font-scale-factor: 1.2;
+  --jp-ui-font-size0: 0.83333em;
+  --jp-ui-font-size1: 13px; /* Base font size */
+  --jp-ui-font-size2: 1.2em;
+  --jp-ui-font-size3: 1.44em;
+
+  --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
+    Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';
+
+  /*
+   * Use these font colors against the corresponding main layout colors.
+   * In a light theme, these go from dark to light.
+   */
+
+  /* Defaults use Material Design specification */
+  --jp-ui-font-color0: rgba(0, 0, 0, 1);
+  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+  /*
+   * Use these against the brand/accent/warn/error colors.
+   * These will typically go from light to darker, in both a dark and light theme.
+   */
+
+  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+  /* Content Fonts
+   *
+   * Content font variables are used for typography of user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-content-line-height: 1.6;
+  --jp-content-font-scale-factor: 1.2;
+  --jp-content-font-size0: 0.83333em;
+  --jp-content-font-size1: 14px; /* Base font size */
+  --jp-content-font-size2: 1.2em;
+  --jp-content-font-size3: 1.44em;
+  --jp-content-font-size4: 1.728em;
+  --jp-content-font-size5: 2.0736em;
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-content-presentation-font-size1: 17px;
+
+  --jp-content-heading-line-height: 1;
+  --jp-content-heading-margin-top: 1.2em;
+  --jp-content-heading-margin-bottom: 0.8em;
+  --jp-content-heading-font-weight: 500;
+
+  /* Defaults use Material Design specification */
+  --jp-content-font-color0: rgba(0, 0, 0, 1);
+  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+
+  --jp-content-link-color: var(--md-blue-700);
+
+  --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
+    Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+    'Segoe UI Symbol';
+
+  /*
+   * Code Fonts
+   *
+   * Code font variables are used for typography of code and other monospaces content.
+   */
+
+  --jp-code-font-size: 13px;
+  --jp-code-line-height: 1.3077; /* 17px for 13px base */
+  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+  --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
+  --jp-code-font-family: var(--jp-code-font-family-default);
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-code-presentation-font-size: 16px;
+
+  /* may need to tweak cursor width if you change font size */
+  --jp-code-cursor-width0: 1.4px;
+  --jp-code-cursor-width1: 2px;
+  --jp-code-cursor-width2: 4px;
+
+  /* Layout
+   *
+   * The following are the main layout colors use in JupyterLab. In a light
+   * theme these would go from light to dark.
+   */
+
+  --jp-layout-color0: white;
+  --jp-layout-color1: white;
+  --jp-layout-color2: var(--md-grey-200);
+  --jp-layout-color3: var(--md-grey-400);
+  --jp-layout-color4: var(--md-grey-600);
+
+  /* Inverse Layout
+   *
+   * The following are the inverse layout colors use in JupyterLab. In a light
+   * theme these would go from dark to light.
+   */
+
+  --jp-inverse-layout-color0: #111111;
+  --jp-inverse-layout-color1: var(--md-grey-900);
+  --jp-inverse-layout-color2: var(--md-grey-800);
+  --jp-inverse-layout-color3: var(--md-grey-700);
+  --jp-inverse-layout-color4: var(--md-grey-600);
+
+  /* Brand/accent */
+
+  --jp-brand-color0: var(--md-blue-900);
+  --jp-brand-color1: var(--md-blue-700);
+  --jp-brand-color2: var(--md-blue-300);
+  --jp-brand-color3: var(--md-blue-100);
+  --jp-brand-color4: var(--md-blue-50);
+
+  --jp-accent-color0: var(--md-green-900);
+  --jp-accent-color1: var(--md-green-700);
+  --jp-accent-color2: var(--md-green-300);
+  --jp-accent-color3: var(--md-green-100);
+
+  /* State colors (warn, error, success, info) */
+
+  --jp-warn-color0: var(--md-orange-900);
+  --jp-warn-color1: var(--md-orange-700);
+  --jp-warn-color2: var(--md-orange-300);
+  --jp-warn-color3: var(--md-orange-100);
+
+  --jp-error-color0: var(--md-red-900);
+  --jp-error-color1: var(--md-red-700);
+  --jp-error-color2: var(--md-red-300);
+  --jp-error-color3: var(--md-red-100);
+
+  --jp-success-color0: var(--md-green-900);
+  --jp-success-color1: var(--md-green-700);
+  --jp-success-color2: var(--md-green-300);
+  --jp-success-color3: var(--md-green-100);
+
+  --jp-info-color0: var(--md-cyan-900);
+  --jp-info-color1: var(--md-cyan-700);
+  --jp-info-color2: var(--md-cyan-300);
+  --jp-info-color3: var(--md-cyan-100);
+
+  /* Cell specific styles */
+
+  --jp-cell-padding: 5px;
+
+  --jp-cell-collapser-width: 8px;
+  --jp-cell-collapser-min-height: 20px;
+  --jp-cell-collapser-not-active-hover-opacity: 0.6;
+
+  --jp-cell-editor-background: var(--md-grey-100);
+  --jp-cell-editor-border-color: var(--md-grey-300);
+  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-cell-editor-active-background: var(--jp-layout-color0);
+  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+
+  --jp-cell-prompt-width: 64px;
+  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+  --jp-cell-prompt-letter-spacing: 0px;
+  --jp-cell-prompt-opacity: 1;
+  --jp-cell-prompt-not-active-opacity: 0.5;
+  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+  /* A custom blend of MD grey and blue 600
+   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+  --jp-cell-inprompt-font-color: #307fc1;
+  /* A custom blend of MD grey and orange 600
+   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+  --jp-cell-outprompt-font-color: #bf5b3d;
+
+  /* Notebook specific styles */
+
+  --jp-notebook-padding: 10px;
+  --jp-notebook-select-background: var(--jp-layout-color1);
+  --jp-notebook-multiselected-color: var(--md-blue-50);
+
+  /* The scroll padding is calculated to fill enough space at the bottom of the
+  notebook to show one single-line cell (with appropriate padding) at the top
+  when the notebook is scrolled all the way to the bottom. We also subtract one
+  pixel so that no scrollbar appears if we have just one single-line cell in the
+  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+  */
+  --jp-notebook-scroll-padding: calc(
+    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+  );
+
+  /* Rendermime styles */
+
+  --jp-rendermime-error-background: #fdd;
+  --jp-rendermime-table-row-background: var(--md-grey-100);
+  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+  /* Dialog specific styles */
+
+  --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+  /* Console specific styles */
+
+  --jp-console-padding: 10px;
+
+  /* Toolbar specific styles */
+
+  --jp-toolbar-border-color: var(--jp-border-color1);
+  --jp-toolbar-micro-height: 8px;
+  --jp-toolbar-background: var(--jp-layout-color1);
+  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
+  --jp-toolbar-header-margin: 4px 4px 0px 4px;
+  --jp-toolbar-active-background: var(--md-grey-300);
+
+  /* Statusbar specific styles */
+
+  --jp-statusbar-height: 24px;
+
+  /* Input field styles */
+
+  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-input-active-background: var(--jp-layout-color1);
+  --jp-input-hover-background: var(--jp-layout-color1);
+  --jp-input-background: var(--md-grey-100);
+  --jp-input-border-color: var(--jp-border-color1);
+  --jp-input-active-border-color: var(--jp-brand-color1);
+  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+  /* General editor styles */
+
+  --jp-editor-selected-background: #d9d9d9;
+  --jp-editor-selected-focused-background: #d7d4f0;
+  --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+  /* Code mirror specific styles */
+
+  --jp-mirror-editor-keyword-color: #008000;
+  --jp-mirror-editor-atom-color: #88f;
+  --jp-mirror-editor-number-color: #080;
+  --jp-mirror-editor-def-color: #00f;
+  --jp-mirror-editor-variable-color: var(--md-grey-900);
+  --jp-mirror-editor-variable-2-color: #05a;
+  --jp-mirror-editor-variable-3-color: #085;
+  --jp-mirror-editor-punctuation-color: #05a;
+  --jp-mirror-editor-property-color: #05a;
+  --jp-mirror-editor-operator-color: #aa22ff;
+  --jp-mirror-editor-comment-color: #408080;
+  --jp-mirror-editor-string-color: #ba2121;
+  --jp-mirror-editor-string-2-color: #708;
+  --jp-mirror-editor-meta-color: #aa22ff;
+  --jp-mirror-editor-qualifier-color: #555;
+  --jp-mirror-editor-builtin-color: #008000;
+  --jp-mirror-editor-bracket-color: #997;
+  --jp-mirror-editor-tag-color: #170;
+  --jp-mirror-editor-attribute-color: #00c;
+  --jp-mirror-editor-header-color: blue;
+  --jp-mirror-editor-quote-color: #090;
+  --jp-mirror-editor-link-color: #00c;
+  --jp-mirror-editor-error-color: #f00;
+  --jp-mirror-editor-hr-color: #999;
+
+  /* Vega extension styles */
+
+  --jp-vega-background: white;
+
+  /* Sidebar-related styles */
+
+  --jp-sidebar-min-width: 250px;
+
+  /* Search-related styles */
+
+  --jp-search-toggle-off-opacity: 0.5;
+  --jp-search-toggle-hover-opacity: 0.8;
+  --jp-search-toggle-on-opacity: 1;
+  --jp-search-selected-match-background-color: rgb(245, 200, 0);
+  --jp-search-selected-match-color: black;
+  --jp-search-unselected-match-background-color: var(
+    --jp-inverse-layout-color0
+  );
+  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+  /* Icon colors that work well with light or dark backgrounds */
+  --jp-icon-contrast-color0: var(--md-purple-600);
+  --jp-icon-contrast-color1: var(--md-green-600);
+  --jp-icon-contrast-color2: var(--md-pink-600);
+  --jp-icon-contrast-color3: var(--md-blue-600);
+}
+</style>
+
+<style type="text/css">
+/* Force rendering true colors when outputing to pdf */
+* {
+  -webkit-print-color-adjust: exact;
+}
+
+/* Misc */
+a.anchor-link {
+  display: none;
+}
+
+/* Input area styling */
+.jp-InputArea {
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  overflow: hidden;
+}
+
+.CodeMirror.cm-s-jupyter .highlight pre {
+/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.CodeMirror-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);
+}
+
+/* Using table instead of flexbox so that we can use break-inside property */
+/* CSS rules under this comment should not be required anymore after we move to the JupyterLab 4.0 CSS */
+
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  min-width: calc(
+    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
+  );
+}
+
+.jp-OutputArea-child {
+  display: table;
+  width: 100%;
+}
+
+.jp-OutputPrompt {
+  display: table-cell;
+  vertical-align: top;
+  min-width: var(--jp-cell-prompt-width);
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  display: table-row;
+}
+
+.jp-OutputArea-output {
+  display: table-cell;
+  width: 100%;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  display: table-row;
+}
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  width: 100%;
+}
+
+/* Hiding the collapser by default */
+.jp-Collapser {
+  display: none;
+}
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+
+  .jp-OutputArea-child {
+    break-inside: avoid-page;
+  }
+}
+</style>
+
+<!-- Load mathjax -->
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
+    <!-- MathJax configuration -->
+    <script type="text/x-mathjax-config">
+    init_mathjax = function() {
+        if (window.MathJax) {
+        // MathJax loaded
+            MathJax.Hub.Config({
+                TeX: {
+                    equationNumbers: {
+                    autoNumber: "AMS",
+                    useLabelIds: true
+                    }
+                },
+                tex2jax: {
+                    inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+                    displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+                    processEscapes: true,
+                    processEnvironments: true
+                },
+                displayAlign: 'center',
+                CommonHTML: {
+                    linebreaks: {
+                    automatic: true
+                    }
+                }
+            });
+
+            MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
+        }
+    }
+    init_mathjax();
+    </script>
+    <!-- End of mathjax configuration --></head>
+<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
+<div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[1]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></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>
+<span class="n">pd</span><span class="o">.</span><span class="n">options</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">float_format</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{:.3f}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span>
+<span class="n">dataset_type</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">"imagenet1k"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenetv2"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet-r"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet_sketch"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"objectnet"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet-a"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet-o"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    
+    <span class="s2">"vtab/cifar10"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/cifar100"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"mnist"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/flowers"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"cars"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/svhn"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"fer2013"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"renderedsst2"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/pets"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/caltech101"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"voc2007_multilabel"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>    
+    <span class="s2">"voc2007"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"sun397"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"fgvc_aircraft"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"country211"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/dtd"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"gtsrb"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"stl10"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/diabetic_retinopathy"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/eurosat"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/resisc45"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/pcam"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/clevr_count_all"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/clevr_closest_object_distance"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/dsprites_label_orientation"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/dsprites_label_x_position"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/smallnorb_label_elevation"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/smallnorb_label_azimuth"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/dmlab"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/kitti_closest_vehicle_distance"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    
+    <span class="s2">"mscoco_captions"</span><span class="p">:</span> <span class="s2">"retrieval"</span><span class="p">,</span>
+    <span class="s2">"flickr8k"</span><span class="p">:</span> <span class="s2">"retrieval"</span><span class="p">,</span>
+    <span class="s2">"flickr30k"</span><span class="p">:</span> <span class="s2">"retrieval"</span><span class="p">,</span>
+<span class="p">}</span>
+
+<span class="k">def</span> <span class="nf">extract_arch</span><span class="p">(</span><span class="n">model</span><span class="p">):</span>
+    <span class="n">vit</span><span class="p">,</span> <span class="n">size</span><span class="p">,</span> <span class="n">patch_size</span><span class="p">,</span> <span class="o">*</span><span class="n">rest</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">"-"</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">vit</span><span class="o">+</span><span class="s2">"-"</span><span class="o">+</span><span class="n">size</span><span class="o">+</span><span class="s2">"-"</span><span class="o">+</span><span class="n">patch_size</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[2]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"benchmark.csv"</span><span class="p">)</span>
+<span class="n">vtab_plus</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">map</span><span class="p">(</span><span class="k">lambda</span> <span class="n">s</span><span class="p">:</span><span class="n">s</span><span class="o">.</span><span class="n">strip</span><span class="p">(),</span> <span class="nb">open</span><span class="p">(</span><span class="s2">"datasets.txt"</span><span class="p">)</span><span class="o">.</span><span class="n">readlines</span><span class="p">()))</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">dataset</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">vtab_plus</span><span class="p">)]</span>
+<span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">"dataset_type"</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">dataset</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">d</span><span class="p">:</span><span class="n">dataset_type</span><span class="p">[</span><span class="n">d</span><span class="p">])</span>
+<span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">"model_arch"</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">extract_arch</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[3]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rom1504/open_clip/good_models/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rwightman/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rom1504/open_clip/good_models/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rwightman/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[4]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_retrieval</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">"dataset_type"</span><span class="p">]</span> <span class="o">==</span> <span class="s2">"retrieval"</span><span class="p">]</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">"dataset_type"</span><span class="p">]</span> <span class="o">!=</span> <span class="s2">"retrieval"</span><span class="p">]</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">"image_retrieval_recall@5"</span><span class="p">,</span> <span class="s2">"text_retrieval_recall@5"</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+
+<span class="n">dataset_type</span> <span class="o">=</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span><span class="n">v</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span><span class="n">v</span> <span class="ow">in</span> <span class="n">dataset_type</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> <span class="k">if</span> <span class="n">v</span> <span class="o">!=</span> <span class="s2">"retrieval"</span><span class="p">}</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Accuracy-of-all-models-on-all-datasets">Accuracy of all models on all datasets<a class="anchor-link" href="#Accuracy-of-all-models-on-all-datasets">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span> 
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[5]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="c1">#order = df.sort_values(by="dataset_type").dataset.unique()</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_fullname"</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</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[5]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Zooming-on-a-specific-architecture">Zooming on a specific architecture<a class="anchor-link" href="#Zooming-on-a-specific-architecture">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[6]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">model_arch</span><span class="o">==</span><span class="s2">"ViT-B-32"</span><span class="p">]</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">d</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_fullname"</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</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[6]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Accuracy-averaged-over-all-models-for-each-dataset">Accuracy averaged over all models for each dataset<a class="anchor-link" href="#Accuracy-averaged-over-all-models-for-each-dataset">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[7]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</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">
+<pre>/home/rom1504/CLIP_benchmark/.env/lib/python3.8/site-packages/seaborn/algorithms.py:98: RuntimeWarning: Mean of empty slice
+  boot_dist.append(f(*sample, **func_kwargs))
+/home/rom1504/CLIP_benchmark/.env/lib/python3.8/site-packages/numpy/lib/nanfunctions.py:1559: RuntimeWarning: All-NaN slice encountered
+  r, k = function_base._ureduce(a,
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[7]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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
+"
+class="
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+>
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+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
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+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
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+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Grouping-over-architecture-for-each-dataset">Grouping over architecture for each dataset<a class="anchor-link" href="#Grouping-over-architecture-for-each-dataset">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[8]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_arch"</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</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[8]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Grouping-over-pre-training-data-source">Grouping over pre-training data source<a class="anchor-link" href="#Grouping-over-pre-training-data-source">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[9]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">d</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"pretrained"</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</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[9]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
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+<img 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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Best-results-from-each-pre-training-source">Best results from each pre-training source<a class="anchor-link" href="#Best-results-from-each-pre-training-source">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[10]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">d</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"pretrained"</span><span class="p">,</span>
+    <span class="n">estimator</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">max</span><span class="p">,</span>
+    <span class="n">ci</span><span class="o">=</span><span class="kc">None</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</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">
+<pre>/tmp/ipykernel_421250/2264146503.py:4: FutureWarning: 
+
+The `ci` parameter is deprecated. Use `errorbar=None` for the same effect.
+
+  ax = sns.barplot(
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[10]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Detailed-results">Detailed results<a class="anchor-link" href="#Detailed-results">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="All-results-(acc1)">All results (acc1)<a class="anchor-link" href="#All-results-(acc1)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[11]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"acc1"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</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[11]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.792</td>
+      <td>0.832</td>
+      <td>0.856</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.147</td>
+      <td>0.147</td>
+      <td>0.190</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.427</td>
+      <td>0.421</td>
+      <td>0.462</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.168</td>
+      <td>0.174</td>
+      <td>0.268</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.420</td>
+      <td>0.409</td>
+      <td>0.457</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.217</td>
+      <td>0.212</td>
+      <td>0.236</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.734</td>
+      <td>0.722</td>
+      <td>0.741</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+      <td>0.623</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.493</td>
+      <td>0.491</td>
+      <td>0.507</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+      <td>0.543</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.374</td>
+      <td>0.663</td>
+      <td>0.740</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.439</td>
+      <td>0.451</td>
+      <td>0.460</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.526</td>
+      <td>0.544</td>
+      <td>0.534</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.955</td>
+      <td>0.956</td>
+      <td>0.967</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.670</td>
+      <td>0.663</td>
+      <td>0.678</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.757</td>
+      <td>0.780</td>
+      <td>0.786</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.833</td>
+      <td>0.826</td>
+      <td>0.829</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.908</td>
+      <td>0.932</td>
+      <td>0.937</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.702</td>
+      <td>0.750</td>
+      <td>0.765</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.159</td>
+      <td>0.201</td>
+      <td>0.202</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.163</td>
+      <td>0.147</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.338</td>
+      <td>0.502</td>
+      <td>0.108</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.172</td>
+      <td>0.129</td>
+      <td>0.159</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.019</td>
+      <td>0.025</td>
+      <td>0.026</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.029</td>
+      <td>0.028</td>
+      <td>0.030</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.543</td>
+      <td>0.591</td>
+      <td>0.605</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.516</td>
+      <td>0.521</td>
+      <td>0.600</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.683</td>
+      <td>0.621</td>
+      <td>0.631</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.288</td>
+      <td>0.387</td>
+      <td>0.183</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.546</td>
+      <td>0.498</td>
+      <td>0.642</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.868</td>
+      <td>0.868</td>
+      <td>0.870</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.546</td>
+      <td>0.612</td>
+      <td>0.613</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.045</td>
+      <td>0.060</td>
+      <td>0.051</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.097</td>
+      <td>0.102</td>
+      <td>0.080</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.279</td>
+      <td>0.442</td>
+      <td>0.461</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[12]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"mean_per_class_recall"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</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[12]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.793</td>
+      <td>0.830</td>
+      <td>0.855</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.147</td>
+      <td>0.147</td>
+      <td>0.189</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.399</td>
+      <td>0.401</td>
+      <td>0.402</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.166</td>
+      <td>0.174</td>
+      <td>0.267</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.393</td>
+      <td>0.383</td>
+      <td>0.391</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.235</td>
+      <td>0.242</td>
+      <td>0.255</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.721</td>
+      <td>0.708</td>
+      <td>0.726</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+      <td>0.623</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.494</td>
+      <td>0.491</td>
+      <td>0.507</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+      <td>0.543</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.371</td>
+      <td>0.659</td>
+      <td>0.737</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.427</td>
+      <td>0.440</td>
+      <td>0.451</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.526</td>
+      <td>0.545</td>
+      <td>0.534</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.955</td>
+      <td>0.957</td>
+      <td>0.967</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.661</td>
+      <td>0.664</td>
+      <td>0.677</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.791</td>
+      <td>0.809</td>
+      <td>0.812</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.909</td>
+      <td>0.905</td>
+      <td>0.907</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.908</td>
+      <td>0.933</td>
+      <td>0.937</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.703</td>
+      <td>0.750</td>
+      <td>0.765</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.167</td>
+      <td>0.167</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.158</td>
+      <td>0.144</td>
+      <td>0.164</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.259</td>
+      <td>0.202</td>
+      <td>0.201</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.158</td>
+      <td>0.160</td>
+      <td>0.143</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.020</td>
+      <td>0.026</td>
+      <td>0.026</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.031</td>
+      <td>0.028</td>
+      <td>0.030</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.547</td>
+      <td>0.593</td>
+      <td>0.604</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.526</td>
+      <td>0.534</td>
+      <td>0.605</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.663</td>
+      <td>0.590</td>
+      <td>0.624</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.365</td>
+      <td>0.404</td>
+      <td>0.301</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.546</td>
+      <td>0.498</td>
+      <td>0.642</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.866</td>
+      <td>0.867</td>
+      <td>0.870</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.554</td>
+      <td>0.616</td>
+      <td>0.619</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.045</td>
+      <td>0.060</td>
+      <td>0.051</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.097</td>
+      <td>0.102</td>
+      <td>0.079</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.280</td>
+      <td>0.393</td>
+      <td>0.469</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="Imagenet-robustness-results-(acc1)">Imagenet robustness results (acc1)<a class="anchor-link" href="#Imagenet-robustness-results-(acc1)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[13]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Imagenet robustness results</span>
+<span class="n">metric</span> <span class="o">=</span> <span class="s2">"acc1"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</span><span class="p">[(</span><span class="n">df_metric</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"imagenet"</span><span class="p">))</span> <span class="o">|</span> <span class="p">(</span><span class="n">df_metric</span><span class="o">.</span><span class="n">index</span><span class="o">==</span><span class="s2">"objectnet"</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 jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[13]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.217</td>
+      <td>0.212</td>
+      <td>0.236</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.734</td>
+      <td>0.722</td>
+      <td>0.741</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+      <td>0.623</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.493</td>
+      <td>0.491</td>
+      <td>0.507</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+      <td>0.543</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.439</td>
+      <td>0.451</td>
+      <td>0.460</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Robustness-plot">Robustness plot<a class="anchor-link" href="#Robustness-plot">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>Here, following &quot;Measuring Robustness to Natural Distribution Shifts
+in Image Classification&quot; (https://arxiv.org/pdf/2007.00644.pdf, https://share.streamlit.io/modestyachts/imagenet-testbed-website/main/website.py),
+we show  the deviation from the line fit of (x=imagenet1k accuracy, y=imagenetv2/imagenet-1/imagenet_sketch) which was used
+to measure robustnest improvements separately from accuracy improvements in imagenet1k, as the two are correlated.</p>
+<p>In the plot below, deviation from the line are improvements in robustness.</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[14]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">dataset</span> <span class="o">=</span> <span class="s2">"imagenetv2"</span>
+<span class="n">line_fits_data</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="c1"># slopes and intercepts from https://share.streamlit.io/modestyachts/imagenet-testbed-website/main/website.py</span>
+    <span class="s2">"imagenetv2"</span><span class="p">:</span> <span class="p">(</span><span class="mf">1.112</span><span class="p">,</span> <span class="o">-</span><span class="mf">20.433</span><span class="p">),</span>
+    <span class="s2">"imagenet-r"</span><span class="p">:</span> <span class="p">(</span><span class="mf">1.549</span><span class="p">,</span> <span class="o">-</span><span class="mf">104.556</span><span class="p">),</span>
+    <span class="s2">"imagenet_sketch"</span><span class="p">:</span> <span class="p">(</span><span class="mf">0.931</span><span class="p">,</span> <span class="o">-</span><span class="mf">45.373</span><span class="p">)</span>
+<span class="p">}</span>
+<span class="n">x</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span><span class="mi">100</span><span class="p">)</span>
+<span class="n">slope</span><span class="p">,</span> <span class="n">intercept</span> <span class="o">=</span> <span class="n">line_fits_data</span><span class="p">[</span><span class="n">dataset</span><span class="p">]</span>
+<span class="n">y</span><span class="o">=</span><span class="n">x</span><span class="o">*</span><span class="n">slope</span><span class="o">+</span><span class="n">intercept</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">55</span><span class="p">,</span><span class="mi">90</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="mi">40</span><span class="p">,</span><span class="mi">90</span><span class="p">)</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df_metric</span><span class="o">.</span><span class="n">T</span><span class="p">[[</span><span class="s2">"imagenet1k"</span><span class="p">,</span> <span class="n">dataset</span><span class="p">]]</span><span class="o">*</span><span class="mi">100</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">d</span><span class="p">[</span><span class="s2">"imagenet1k"</span><span class="p">],</span> <span class="n">d</span><span class="p">[</span><span class="n">dataset</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s2">"green"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"red"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"imagenet1k top-1 accuracy (%)"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">dataset</span><span class="si">}</span><span class="s2"> top-1 accuracy (%)"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</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">
+<pre>No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[14]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;matplotlib.legend.Legend at 0x7f9361fe1fd0&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="All-results-(mean_per_class_recall)">All results (mean_per_class_recall)<a class="anchor-link" href="#All-results-(mean_per_class_recall)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[15]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"mean_per_class_recall"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</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 jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[15]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.793</td>
+      <td>0.830</td>
+      <td>0.855</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.147</td>
+      <td>0.147</td>
+      <td>0.189</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.399</td>
+      <td>0.401</td>
+      <td>0.402</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.166</td>
+      <td>0.174</td>
+      <td>0.267</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.393</td>
+      <td>0.383</td>
+      <td>0.391</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.235</td>
+      <td>0.242</td>
+      <td>0.255</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.721</td>
+      <td>0.708</td>
+      <td>0.726</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+      <td>0.623</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.494</td>
+      <td>0.491</td>
+      <td>0.507</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+      <td>0.543</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.371</td>
+      <td>0.659</td>
+      <td>0.737</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.427</td>
+      <td>0.440</td>
+      <td>0.451</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.526</td>
+      <td>0.545</td>
+      <td>0.534</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.955</td>
+      <td>0.957</td>
+      <td>0.967</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.661</td>
+      <td>0.664</td>
+      <td>0.677</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.791</td>
+      <td>0.809</td>
+      <td>0.812</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.909</td>
+      <td>0.905</td>
+      <td>0.907</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.908</td>
+      <td>0.933</td>
+      <td>0.937</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.703</td>
+      <td>0.750</td>
+      <td>0.765</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.167</td>
+      <td>0.167</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.158</td>
+      <td>0.144</td>
+      <td>0.164</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.259</td>
+      <td>0.202</td>
+      <td>0.201</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.158</td>
+      <td>0.160</td>
+      <td>0.143</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.020</td>
+      <td>0.026</td>
+      <td>0.026</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.031</td>
+      <td>0.028</td>
+      <td>0.030</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.547</td>
+      <td>0.593</td>
+      <td>0.604</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.526</td>
+      <td>0.534</td>
+      <td>0.605</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.663</td>
+      <td>0.590</td>
+      <td>0.624</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.365</td>
+      <td>0.404</td>
+      <td>0.301</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.546</td>
+      <td>0.498</td>
+      <td>0.642</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.866</td>
+      <td>0.867</td>
+      <td>0.870</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.554</td>
+      <td>0.616</td>
+      <td>0.619</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.045</td>
+      <td>0.060</td>
+      <td>0.051</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.097</td>
+      <td>0.102</td>
+      <td>0.079</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.280</td>
+      <td>0.393</td>
+      <td>0.469</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="All-results-(mAP)">All results (mAP)<a class="anchor-link" href="#All-results-(mAP)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[16]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># For multi-label classification tasks</span>
+<span class="n">metric</span> <span class="o">=</span> <span class="s2">"mean_average_precision"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</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 jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[16]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>voc2007_multilabel</th>
+      <td>0.762</td>
+      <td>0.766</td>
+      <td>0.795</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h2 id="All-results-(retrieval)">All results (retrieval)<a class="anchor-link" href="#All-results-(retrieval)">&#182;</a></h2>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[17]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"image_retrieval_recall@5"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df_retrieval</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</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 jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[17]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>flickr30k</th>
+      <td>0.855</td>
+      <td>0.868</td>
+      <td>0.862</td>
+    </tr>
+    <tr>
+      <th>flickr8k</th>
+      <td>0.579</td>
+      <td>0.595</td>
+      <td>0.594</td>
+    </tr>
+    <tr>
+      <th>mscoco_captions</th>
+      <td>0.608</td>
+      <td>0.631</td>
+      <td>0.634</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[18]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"text_retrieval_recall@5"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df_retrieval</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</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 jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[18]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>flickr30k</th>
+      <td>0.941</td>
+      <td>0.948</td>
+      <td>0.964</td>
+    </tr>
+    <tr>
+      <th>flickr8k</th>
+      <td>0.739</td>
+      <td>0.751</td>
+      <td>0.751</td>
+    </tr>
+    <tr>
+      <th>mscoco_captions</th>
+      <td>0.768</td>
+      <td>0.778</td>
+      <td>0.780</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h2 id="Aggregating-over-datasets">Aggregating over datasets<a class="anchor-link" href="#Aggregating-over-datasets">&#182;</a></h2>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>See VTAB (https://arxiv.org/pdf/1910.04867.pdf, Section E) for a discussion about different aggregation 
+strategies and how much they correlate. They find that all aggregation strategies have high
+Kendall score with the simple top-1 mean accuracy over datasets.</p>
+
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="Ranking-the-models-over-mean-top-1-accuracy-over-all-datasets">Ranking the models over mean top-1 accuracy over all datasets<a class="anchor-link" href="#Ranking-the-models-over-mean-top-1-accuracy-over-all-datasets">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[19]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">"model_fullname"</span><span class="p">)</span><span class="o">.</span><span class="n">agg</span><span class="p">([</span><span class="s1">'mean'</span><span class="p">,</span> <span class="s1">'std'</span><span class="p">,</span> <span class="s1">'median'</span><span class="p">])</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="p">(</span><span class="s2">"acc1"</span><span class="p">,</span> <span class="s2">"mean"</span><span class="p">),</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</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">
+<pre>/tmp/ipykernel_421250/453967910.py:1: FutureWarning: [&#39;dataset&#39;, &#39;model&#39;, &#39;pretrained&#39;, &#39;task&#39;, &#39;dataset_type&#39;, &#39;model_arch&#39;] did not aggregate successfully. If any error is raised this will raise in a future version of pandas. Drop these columns/ops to avoid this warning.
+  df.groupby(&#34;model_fullname&#34;).agg([&#39;mean&#39;, &#39;std&#39;, &#39;median&#39;]).sort_values(by=(&#34;acc1&#34;, &#34;mean&#34;), ascending=False)
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[19]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead tr th {
+        text-align: left;
+    }
+
+    .dataframe thead tr:last-of-type th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr>
+      <th></th>
+      <th colspan="3" halign="left">acc1</th>
+      <th colspan="3" halign="left">acc5</th>
+      <th colspan="3" halign="left">mean_per_class_recall</th>
+      <th colspan="3" halign="left">mean_average_precision</th>
+    </tr>
+    <tr>
+      <th></th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+    </tr>
+    <tr>
+      <th>model_fullname</th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+      <td>0.486</td>
+      <td>0.286</td>
+      <td>0.534</td>
+      <td>0.782</td>
+      <td>0.245</td>
+      <td>0.878</td>
+      <td>0.490</td>
+      <td>0.285</td>
+      <td>0.534</td>
+      <td>0.795</td>
+      <td>NaN</td>
+      <td>0.795</td>
+    </tr>
+    <tr>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <td>0.482</td>
+      <td>0.273</td>
+      <td>0.502</td>
+      <td>0.768</td>
+      <td>0.255</td>
+      <td>0.880</td>
+      <td>0.474</td>
+      <td>0.280</td>
+      <td>0.498</td>
+      <td>0.766</td>
+      <td>NaN</td>
+      <td>0.766</td>
+    </tr>
+    <tr>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <td>0.458</td>
+      <td>0.272</td>
+      <td>0.493</td>
+      <td>0.757</td>
+      <td>0.254</td>
+      <td>0.858</td>
+      <td>0.459</td>
+      <td>0.276</td>
+      <td>0.494</td>
+      <td>0.762</td>
+      <td>NaN</td>
+      <td>0.762</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
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+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="Compute-rank-of-the-model-for-each-dataset-(1-=-best,-lower-is-better),-then-average-the-ranks-over-the-datasets">Compute rank of the model for each dataset (1 = best, lower is better), then average the ranks over the datasets<a class="anchor-link" href="#Compute-rank-of-the-model-for-each-dataset-(1-=-best,-lower-is-better),-then-average-the-ranks-over-the-datasets">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[20]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"acc1"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</span><span class="o">.</span><span class="n">rank</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">agg</span><span class="p">([</span><span class="s2">"mean"</span><span class="p">,</span> <span class="s2">"std"</span><span class="p">])</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s2">"mean"</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">True</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 jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[20]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>mean</th>
+      <th>std</th>
+    </tr>
+    <tr>
+      <th>model_fullname</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt</th>
+      <td>1.371</td>
+      <td>0.646</td>
+    </tr>
+    <tr>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <td>2.286</td>
+      <td>0.710</td>
+    </tr>
+    <tr>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <td>2.343</td>
+      <td>0.725</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
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+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span> 
+</pre></div>
+
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model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt
dataset
cars	0.792	0.832	0.856
country211	0.147	0.147	0.190
fer2013	0.427	0.421	0.462
fgvc_aircraft	0.168	0.174	0.268
gtsrb	0.420	0.409	0.457
imagenet-a	0.217	0.212	0.236
imagenet-r	0.734	0.722	0.741
imagenet1k	0.629	0.617	0.623
imagenet_sketch	0.493	0.491	0.507
imagenetv2	0.551	0.533	0.543
mnist	0.374	0.663	0.740
objectnet	0.439	0.451	0.460
renderedsst2	0.526	0.544	0.534
stl10	0.955	0.956	0.967
sun397	0.670	0.663	0.678
voc2007	0.757	0.780	0.786
vtab/caltech101	0.833	0.826	0.829
vtab/cifar10	0.908	0.932	0.937
vtab/cifar100	0.702	0.750	0.765
vtab/clevr_closest_object_distance	0.159	0.201	0.202
vtab/clevr_count_all	0.163	0.147	0.167
vtab/diabetic_retinopathy	0.338	0.502	0.108
vtab/dmlab	0.172	0.129	0.159
vtab/dsprites_label_orientation	0.019	0.025	0.026
vtab/dsprites_label_x_position	0.029	0.028	0.030
vtab/dtd	0.543	0.591	0.605
vtab/eurosat	0.516	0.521	0.600
vtab/flowers	0.683	0.621	0.631
vtab/kitti_closest_vehicle_distance	0.288	0.387	0.183
vtab/pcam	0.546	0.498	0.642
vtab/pets	0.868	0.868	0.870
vtab/resisc45	0.546	0.612	0.613
vtab/smallnorb_label_azimuth	0.045	0.060	0.051
vtab/smallnorb_label_elevation	0.097	0.102	0.080
vtab/svhn	0.279	0.442	0.461
model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt
dataset
cars	0.793	0.830	0.855
country211	0.147	0.147	0.189
fer2013	0.399	0.401	0.402
fgvc_aircraft	0.166	0.174	0.267
gtsrb	0.393	0.383	0.391
imagenet-a	0.235	0.242	0.255
imagenet-r	0.721	0.708	0.726
imagenet1k	0.629	0.617	0.623
imagenet_sketch	0.494	0.491	0.507
imagenetv2	0.551	0.533	0.543
mnist	0.371	0.659	0.737
objectnet	0.427	0.440	0.451
renderedsst2	0.526	0.545	0.534
stl10	0.955	0.957	0.967
sun397	0.661	0.664	0.677
voc2007	0.791	0.809	0.812
vtab/caltech101	0.909	0.905	0.907
vtab/cifar10	0.908	0.933	0.937
vtab/cifar100	0.703	0.750	0.765
vtab/clevr_closest_object_distance	0.167	0.167	0.167
vtab/clevr_count_all	0.158	0.144	0.164
vtab/diabetic_retinopathy	0.259	0.202	0.201
vtab/dmlab	0.158	0.160	0.143
vtab/dsprites_label_orientation	0.020	0.026	0.026
vtab/dsprites_label_x_position	0.031	0.028	0.030
vtab/dtd	0.547	0.593	0.604
vtab/eurosat	0.526	0.534	0.605
vtab/flowers	0.663	0.590	0.624
vtab/kitti_closest_vehicle_distance	0.365	0.404	0.301
vtab/pcam	0.546	0.498	0.642
vtab/pets	0.866	0.867	0.870
vtab/resisc45	0.554	0.616	0.619
vtab/smallnorb_label_azimuth	0.045	0.060	0.051
vtab/smallnorb_label_elevation	0.097	0.102	0.079
vtab/svhn	0.280	0.393	0.469
model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt
dataset
flickr30k	0.855	0.868	0.862
flickr8k	0.579	0.595	0.594
mscoco_captions	0.608	0.631	0.634
model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt
dataset
flickr30k	0.941	0.948	0.964
flickr8k	0.739	0.751	0.751
mscoco_captions	0.768	0.778	0.780
	acc1			acc5			mean_per_class_recall			mean_average_precision
	mean	std	median	mean	std	median	mean	std	median	mean	std	median
model_fullname
xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt	0.486	0.286	0.534	0.782	0.245	0.878	0.490	0.285	0.534	0.795	NaN	0.795
roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	0.482	0.273	0.502	0.768	0.255	0.880	0.474	0.280	0.498	0.766	NaN	0.766
ViT-B-32-quickgelu laion400m_e32	0.458	0.272	0.493	0.757	0.254	0.858	0.459	0.276	0.494	0.762	NaN	0.762
	mean	std
model_fullname
xlm-roberta-base-ViT-B-32 /fsx/rom1504/open_clip/xlm_roberta_base_B_32/checkpoints/epoch_97.pt	1.371	0.646
roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	2.286	0.710
ViT-B-32-quickgelu laion400m_e32	2.343	0.725