<!DOCTYPE html>

<html lang="en">
<head><meta charset="utf-8"/>
<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
<title>STAR_Protocols_Code_PAPER_Liver</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 {
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  scrollbar-width: thin;
}

/* tiny scrollbar */

.jp-scrollbar-tiny::-webkit-scrollbar,
.jp-scrollbar-tiny::-webkit-scrollbar-corner {
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}

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

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

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

/*
 * Lumino
 */

.lm-ScrollBar[data-orientation='horizontal'] {
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  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 {
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}

.lm-ScrollBar-button.lm-mod-active {
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}

.lm-ScrollBar-track {
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}

.lm-ScrollBar-thumb {
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}

.lm-ScrollBar-thumb:hover {
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}

.lm-ScrollBar-thumb.lm-mod-active {
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}

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

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

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

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

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

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

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-Widget {
  box-sizing: border-box;
  position: relative;
  overflow: hidden;
}

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

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

.lm-AccordionPanel[data-orientation='horizontal'] > .lm-AccordionPanel-title {
  /* Title is rotated for horizontal accordion panel using CSS */
  display: block;
  transform-origin: top left;
  transform: rotate(-90deg) translate(-100%);
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-CommandPalette {
  display: flex;
  flex-direction: column;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.lm-CommandPalette-search {
  flex: 0 0 auto;
}

.lm-CommandPalette-content {
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  margin: 0;
  padding: 0;
  min-height: 0;
  overflow: auto;
  list-style-type: none;
}

.lm-CommandPalette-header {
  overflow: hidden;
  white-space: nowrap;
  text-overflow: ellipsis;
}

.lm-CommandPalette-item {
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  flex-direction: row;
}

.lm-CommandPalette-itemIcon {
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}

.lm-CommandPalette-itemContent {
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  overflow: hidden;
}

.lm-CommandPalette-itemShortcut {
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}

.lm-CommandPalette-itemLabel {
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  white-space: nowrap;
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}

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

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-DockPanel {
  z-index: 0;
}

.lm-DockPanel-widget {
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}

.lm-DockPanel-tabBar {
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}

.lm-DockPanel-handle {
  z-index: 2;
}

.lm-DockPanel-handle.lm-mod-hidden {
  display: none !important;
}

.lm-DockPanel-handle:after {
  position: absolute;
  top: 0;
  left: 0;
  width: 100%;
  height: 100%;
  content: '';
}

.lm-DockPanel-handle[data-orientation='horizontal'] {
  cursor: ew-resize;
}

.lm-DockPanel-handle[data-orientation='vertical'] {
  cursor: ns-resize;
}

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

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

.lm-DockPanel-overlay {
  z-index: 3;
  box-sizing: border-box;
  pointer-events: none;
}

.lm-DockPanel-overlay.lm-mod-hidden {
  display: none !important;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

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

.lm-Menu-content {
  margin: 0;
  padding: 0;
  display: table;
  list-style-type: none;
}

.lm-Menu-item {
  display: table-row;
}

.lm-Menu-item.lm-mod-hidden,
.lm-Menu-item.lm-mod-collapsed {
  display: none !important;
}

.lm-Menu-itemIcon,
.lm-Menu-itemSubmenuIcon {
  display: table-cell;
  text-align: center;
}

.lm-Menu-itemLabel {
  display: table-cell;
  text-align: left;
}

.lm-Menu-itemShortcut {
  display: table-cell;
  text-align: right;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-MenuBar {
  outline: none;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.lm-MenuBar-content {
  margin: 0;
  padding: 0;
  display: flex;
  flex-direction: row;
  list-style-type: none;
}

.lm-MenuBar-item {
  box-sizing: border-box;
}

.lm-MenuBar-itemIcon,
.lm-MenuBar-itemLabel {
  display: inline-block;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-ScrollBar {
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.lm-ScrollBar[data-orientation='horizontal'] {
  flex-direction: row;
}

.lm-ScrollBar[data-orientation='vertical'] {
  flex-direction: column;
}

.lm-ScrollBar-button {
  box-sizing: border-box;
  flex: 0 0 auto;
}

.lm-ScrollBar-track {
  box-sizing: border-box;
  position: relative;
  overflow: hidden;
  flex: 1 1 auto;
}

.lm-ScrollBar-thumb {
  box-sizing: border-box;
  position: absolute;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-SplitPanel-child {
  z-index: 0;
}

.lm-SplitPanel-handle {
  z-index: 1;
}

.lm-SplitPanel-handle.lm-mod-hidden {
  display: none !important;
}

.lm-SplitPanel-handle:after {
  position: absolute;
  top: 0;
  left: 0;
  width: 100%;
  height: 100%;
  content: '';
}

.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
  cursor: ew-resize;
}

.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
  cursor: ns-resize;
}

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

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

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-TabBar {
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.lm-TabBar[data-orientation='horizontal'] {
  flex-direction: row;
  align-items: flex-end;
}

.lm-TabBar[data-orientation='vertical'] {
  flex-direction: column;
  align-items: flex-end;
}

.lm-TabBar-content {
  margin: 0;
  padding: 0;
  display: flex;
  flex: 1 1 auto;
  list-style-type: none;
}

.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
  flex-direction: row;
}

.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
  flex-direction: column;
}

.lm-TabBar-tab {
  display: flex;
  flex-direction: row;
  box-sizing: border-box;
  overflow: hidden;
  touch-action: none; /* Disable native Drag/Drop */
}

.lm-TabBar-tabIcon,
.lm-TabBar-tabCloseIcon {
  flex: 0 0 auto;
}

.lm-TabBar-tabLabel {
  flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

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

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

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

.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
  position: relative;
}

.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
  left: 0;
  transition: left 150ms ease;
}

.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
  top: 0;
  transition: top 150ms ease;
}

.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
  transition: none;
}

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

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-TabPanel-tabBar {
  z-index: 1;
}

.lm-TabPanel-stackedPanel {
  z-index: 0;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Collapse {
  display: flex;
  flex-direction: column;
  align-items: stretch;
}

.jp-Collapse-header {
  padding: 1px 12px;
  background-color: var(--jp-layout-color1);
  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
  color: var(--jp-ui-font-color1);
  cursor: pointer;
  display: flex;
  align-items: center;
  font-size: var(--jp-ui-font-size0);
  font-weight: 600;
  text-transform: uppercase;
  user-select: none;
}

.jp-Collapser-icon {
  height: 16px;
}

.jp-Collapse-header-collapsed .jp-Collapser-icon {
  transform: rotate(-90deg);
  margin: auto 0;
}

.jp-Collapser-title {
  line-height: 25px;
}

.jp-Collapse-contents {
  padding: 0 12px;
  background-color: var(--jp-layout-color1);
  color: var(--jp-ui-font-color1);
  overflow: auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */

/**
 * (DEPRECATED) Support for consuming icons as CSS background images
 */

/* Icons urls */

:root {
  --jp-icon-add-above: url(data:image/svg+xml;base64,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);
  --jp-icon-add-below: url(data:image/svg+xml;base64,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);
  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-bell: url(data:image/svg+xml;base64,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);
  --jp-icon-bug-dot: url(data:image/svg+xml;base64,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);
  --jp-icon-bug: url(data:image/svg+xml;base64,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);
  --jp-icon-build: url(data:image/svg+xml;base64,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);
  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
  --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
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  --jp-icon-python: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iLTEwIC0xMCAxMzEuMTYxMzYxNjk0MzM1OTQgMTMyLjM4ODk5OTkzODk2NDg0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMzA2OTk4IiBkPSJNIDU0LjkxODc4NSw5LjE5Mjc0MjFlLTQgQyA1MC4zMzUxMzIsMC4wMjIyMTcyNyA0NS45NTc4NDYsMC40MTMxMzY5NyA0Mi4xMDYyODUsMS4wOTQ2NjkzIDMwLjc2MDA2OSwzLjA5OTE3MzEgMjguNzAwMDM2LDcuMjk0NzcxNCAyOC43MDAwMzUsMTUuMDMyMTY5IHYgMTAuMjE4NzUgaCAyNi44MTI1IHYgMy40MDYyNSBoIC0yNi44MTI1IC0xMC4wNjI1IGMgLTcuNzkyNDU5LDAgLTE0LjYxNTc1ODgsNC42ODM3MTcgLTE2Ljc0OTk5OTgsMTMuNTkzNzUgLTIuNDYxODE5OTgsMTAuMjEyOTY2IC0yLjU3MTAxNTA4LDE2LjU4NjAyMyAwLDI3LjI1IDEuOTA1OTI4Myw3LjkzNzg1MiA2LjQ1NzU0MzIsMTMuNTkzNzQ4IDE0LjI0OTk5OTgsMTMuNTkzNzUgaCA5LjIxODc1IHYgLTEyLjI1IGMgMCwtOC44NDk5MDIgNy42NTcxNDQsLTE2LjY1NjI0OCAxNi43NSwtMTYuNjU2MjUgaCAyNi43ODEyNSBjIDcuNDU0OTUxLDAgMTMuNDA2MjUzLC02LjEzODE2NCAxMy40MDYyNSwtMTMuNjI1IHYgLTI1LjUzMTI1IGMgMCwtNy4yNjYzMzg2IC02LjEyOTk4LC0xMi43MjQ3NzcxIC0xMy40MDYyNSwtMTMuOTM3NDk5NyBDIDY0LjI4MTU0OCwwLjMyNzk0Mzk3IDU5LjUwMjQzOCwtMC4wMjAzNzkwMyA1NC45MTg3ODUsOS4xOTI3NDIxZS00IFogbSAtMTQuNSw4LjIxODc1MDEyNTc5IGMgMi43Njk1NDcsMCA1LjAzMTI1LDIuMjk4NjQ1NiA1LjAzMTI1LDUuMTI0OTk5NiAtMmUtNiwyLjgxNjMzNiAtMi4yNjE3MDMsNS4wOTM3NSAtNS4wMzEyNSw1LjA5Mzc1IC0yLjc3OTQ3NiwtMWUtNiAtNS4wMzEyNSwtMi4yNzc0MTUgLTUuMDMxMjUsLTUuMDkzNzUgLTEwZS03LC0yLjgyNjM1MyAyLjI1MTc3NCwtNS4xMjQ5OTk2IDUuMDMxMjUsLTUuMTI0OTk5NiB6Ii8+CiAgPHBhdGggY2xhc3M9ImpwLWljb24tc2VsZWN0YWJsZSIgZmlsbD0iI2ZmZDQzYiIgZD0ibSA4NS42Mzc1MzUsMjguNjU3MTY5IHYgMTEuOTA2MjUgYyAwLDkuMjMwNzU1IC03LjgyNTg5NSwxNi45OTk5OTkgLTE2Ljc1LDE3IGggLTI2Ljc4MTI1IGMgLTcuMzM1ODMzLDAgLTEzLjQwNjI0OSw2LjI3ODQ4MyAtMTMuNDA2MjUsMTMuNjI1IHYgMjUuNTMxMjQ3IGMgMCw3LjI2NjM0NCA2LjMxODU4OCwxMS41NDAzMjQgMTMuNDA2MjUsMTMuNjI1MDA0IDguNDg3MzMxLDIuNDk1NjEgMTYuNjI2MjM3LDIuOTQ2NjMgMjYuNzgxMjUsMCA2Ljc1MDE1NSwtMS45NTQzOSAxMy40MDYyNTMsLTUuODg3NjEgMTMuNDA2MjUsLTEzLjYyNTAwNCBWIDg2LjUwMDkxOSBoIC0yNi43ODEyNSB2IC0zLjQwNjI1IGggMjYuNzgxMjUgMTMuNDA2MjU0IGMgNy43OTI0NjEsMCAxMC42OTYyNTEsLTUuNDM1NDA4IDEzLjQwNjI0MSwtMTMuNTkzNzUgMi43OTkzMywtOC4zOTg4ODYgMi42ODAyMiwtMTYuNDc1Nzc2IDAsLTI3LjI1IC0xLjkyNTc4LC03Ljc1NzQ0MSAtNS42MDM4NywtMTMuNTkzNzUgLTEzLjQwNjI0MSwtMTMuNTkzNzUgeiBtIC0xNS4wNjI1LDY0LjY1NjI1IGMgMi43Nzk0NzgsM2UtNiA1LjAzMTI1LDIuMjc3NDE3IDUuMDMxMjUsNS4wOTM3NDcgLTJlLTYsMi44MjYzNTQgLTIuMjUxNzc1LDUuMTI1MDA0IC01LjAzMTI1LDUuMTI1MDA0IC0yLjc2OTU1LDAgLTUuMDMxMjUsLTIuMjk4NjUgLTUuMDMxMjUsLTUuMTI1MDA0IDJlLTYsLTIuODE2MzMgMi4yNjE2OTcsLTUuMDkzNzQ3IDUuMDMxMjUsLTUuMDkzNzQ3IHoiLz4KPC9zdmc+Cg==);
  --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);
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  --jp-icon-toc: url(data:image/svg+xml;base64,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);
  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K);
  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-users: url(data:image/svg+xml;base64,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);
  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-word: url(data:image/svg+xml;base64,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);
  --jp-icon-yaml: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbi1jb250cmFzdDIganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjRDgxQjYwIj4KICAgIDxwYXRoIGQ9Ik03LjIgMTguNnYtNS40TDMgNS42aDMuM2wxLjQgMy4xYy4zLjkuNiAxLjYgMSAyLjUuMy0uOC42LTEuNiAxLTIuNWwxLjQtMy4xaDMuNGwtNC40IDcuNnY1LjVsLTIuOS0uMXoiLz4KICAgIDxjaXJjbGUgY2xhc3M9InN0MCIgY3g9IjE3LjYiIGN5PSIxNi41IiByPSIyLjEiLz4KICAgIDxjaXJjbGUgY2xhc3M9InN0MCIgY3g9IjE3LjYiIGN5PSIxMSIgcj0iMi4xIi8+CiAgPC9nPgo8L3N2Zz4K);
}

/* Icon CSS class declarations */

.jp-AddAboveIcon {
  background-image: var(--jp-icon-add-above);
}

.jp-AddBelowIcon {
  background-image: var(--jp-icon-add-below);
}

.jp-AddIcon {
  background-image: var(--jp-icon-add);
}

.jp-BellIcon {
  background-image: var(--jp-icon-bell);
}

.jp-BugDotIcon {
  background-image: var(--jp-icon-bug-dot);
}

.jp-BugIcon {
  background-image: var(--jp-icon-bug);
}

.jp-BuildIcon {
  background-image: var(--jp-icon-build);
}

.jp-CaretDownEmptyIcon {
  background-image: var(--jp-icon-caret-down-empty);
}

.jp-CaretDownEmptyThinIcon {
  background-image: var(--jp-icon-caret-down-empty-thin);
}

.jp-CaretDownIcon {
  background-image: var(--jp-icon-caret-down);
}

.jp-CaretLeftIcon {
  background-image: var(--jp-icon-caret-left);
}

.jp-CaretRightIcon {
  background-image: var(--jp-icon-caret-right);
}

.jp-CaretUpEmptyThinIcon {
  background-image: var(--jp-icon-caret-up-empty-thin);
}

.jp-CaretUpIcon {
  background-image: var(--jp-icon-caret-up);
}

.jp-CaseSensitiveIcon {
  background-image: var(--jp-icon-case-sensitive);
}

.jp-CheckIcon {
  background-image: var(--jp-icon-check);
}

.jp-CircleEmptyIcon {
  background-image: var(--jp-icon-circle-empty);
}

.jp-CircleIcon {
  background-image: var(--jp-icon-circle);
}

.jp-ClearIcon {
  background-image: var(--jp-icon-clear);
}

.jp-CloseIcon {
  background-image: var(--jp-icon-close);
}

.jp-CodeCheckIcon {
  background-image: var(--jp-icon-code-check);
}

.jp-CodeIcon {
  background-image: var(--jp-icon-code);
}

.jp-CollapseAllIcon {
  background-image: var(--jp-icon-collapse-all);
}

.jp-ConsoleIcon {
  background-image: var(--jp-icon-console);
}

.jp-CopyIcon {
  background-image: var(--jp-icon-copy);
}

.jp-CopyrightIcon {
  background-image: var(--jp-icon-copyright);
}

.jp-CutIcon {
  background-image: var(--jp-icon-cut);
}

.jp-DeleteIcon {
  background-image: var(--jp-icon-delete);
}

.jp-DownloadIcon {
  background-image: var(--jp-icon-download);
}

.jp-DuplicateIcon {
  background-image: var(--jp-icon-duplicate);
}

.jp-EditIcon {
  background-image: var(--jp-icon-edit);
}

.jp-EllipsesIcon {
  background-image: var(--jp-icon-ellipses);
}

.jp-ErrorIcon {
  background-image: var(--jp-icon-error);
}

.jp-ExpandAllIcon {
  background-image: var(--jp-icon-expand-all);
}

.jp-ExtensionIcon {
  background-image: var(--jp-icon-extension);
}

.jp-FastForwardIcon {
  background-image: var(--jp-icon-fast-forward);
}

.jp-FileIcon {
  background-image: var(--jp-icon-file);
}

.jp-FileUploadIcon {
  background-image: var(--jp-icon-file-upload);
}

.jp-FilterDotIcon {
  background-image: var(--jp-icon-filter-dot);
}

.jp-FilterIcon {
  background-image: var(--jp-icon-filter);
}

.jp-FilterListIcon {
  background-image: var(--jp-icon-filter-list);
}

.jp-FolderFavoriteIcon {
  background-image: var(--jp-icon-folder-favorite);
}

.jp-FolderIcon {
  background-image: var(--jp-icon-folder);
}

.jp-HomeIcon {
  background-image: var(--jp-icon-home);
}

.jp-Html5Icon {
  background-image: var(--jp-icon-html5);
}

.jp-ImageIcon {
  background-image: var(--jp-icon-image);
}

.jp-InfoIcon {
  background-image: var(--jp-icon-info);
}

.jp-InspectorIcon {
  background-image: var(--jp-icon-inspector);
}

.jp-JsonIcon {
  background-image: var(--jp-icon-json);
}

.jp-JuliaIcon {
  background-image: var(--jp-icon-julia);
}

.jp-JupyterFaviconIcon {
  background-image: var(--jp-icon-jupyter-favicon);
}

.jp-JupyterIcon {
  background-image: var(--jp-icon-jupyter);
}

.jp-JupyterlabWordmarkIcon {
  background-image: var(--jp-icon-jupyterlab-wordmark);
}

.jp-KernelIcon {
  background-image: var(--jp-icon-kernel);
}

.jp-KeyboardIcon {
  background-image: var(--jp-icon-keyboard);
}

.jp-LaunchIcon {
  background-image: var(--jp-icon-launch);
}

.jp-LauncherIcon {
  background-image: var(--jp-icon-launcher);
}

.jp-LineFormIcon {
  background-image: var(--jp-icon-line-form);
}

.jp-LinkIcon {
  background-image: var(--jp-icon-link);
}

.jp-ListIcon {
  background-image: var(--jp-icon-list);
}

.jp-MarkdownIcon {
  background-image: var(--jp-icon-markdown);
}

.jp-MoveDownIcon {
  background-image: var(--jp-icon-move-down);
}

.jp-MoveUpIcon {
  background-image: var(--jp-icon-move-up);
}

.jp-NewFolderIcon {
  background-image: var(--jp-icon-new-folder);
}

.jp-NotTrustedIcon {
  background-image: var(--jp-icon-not-trusted);
}

.jp-NotebookIcon {
  background-image: var(--jp-icon-notebook);
}

.jp-NumberingIcon {
  background-image: var(--jp-icon-numbering);
}

.jp-OfflineBoltIcon {
  background-image: var(--jp-icon-offline-bolt);
}

.jp-PaletteIcon {
  background-image: var(--jp-icon-palette);
}

.jp-PasteIcon {
  background-image: var(--jp-icon-paste);
}

.jp-PdfIcon {
  background-image: var(--jp-icon-pdf);
}

.jp-PythonIcon {
  background-image: var(--jp-icon-python);
}

.jp-RKernelIcon {
  background-image: var(--jp-icon-r-kernel);
}

.jp-ReactIcon {
  background-image: var(--jp-icon-react);
}

.jp-RedoIcon {
  background-image: var(--jp-icon-redo);
}

.jp-RefreshIcon {
  background-image: var(--jp-icon-refresh);
}

.jp-RegexIcon {
  background-image: var(--jp-icon-regex);
}

.jp-RunIcon {
  background-image: var(--jp-icon-run);
}

.jp-RunningIcon {
  background-image: var(--jp-icon-running);
}

.jp-SaveIcon {
  background-image: var(--jp-icon-save);
}

.jp-SearchIcon {
  background-image: var(--jp-icon-search);
}

.jp-SettingsIcon {
  background-image: var(--jp-icon-settings);
}

.jp-ShareIcon {
  background-image: var(--jp-icon-share);
}

.jp-SpreadsheetIcon {
  background-image: var(--jp-icon-spreadsheet);
}

.jp-StopIcon {
  background-image: var(--jp-icon-stop);
}

.jp-TabIcon {
  background-image: var(--jp-icon-tab);
}

.jp-TableRowsIcon {
  background-image: var(--jp-icon-table-rows);
}

.jp-TagIcon {
  background-image: var(--jp-icon-tag);
}

.jp-TerminalIcon {
  background-image: var(--jp-icon-terminal);
}

.jp-TextEditorIcon {
  background-image: var(--jp-icon-text-editor);
}

.jp-TocIcon {
  background-image: var(--jp-icon-toc);
}

.jp-TreeViewIcon {
  background-image: var(--jp-icon-tree-view);
}

.jp-TrustedIcon {
  background-image: var(--jp-icon-trusted);
}

.jp-UndoIcon {
  background-image: var(--jp-icon-undo);
}

.jp-UserIcon {
  background-image: var(--jp-icon-user);
}

.jp-UsersIcon {
  background-image: var(--jp-icon-users);
}

.jp-VegaIcon {
  background-image: var(--jp-icon-vega);
}

.jp-WordIcon {
  background-image: var(--jp-icon-word);
}

.jp-YamlIcon {
  background-image: var(--jp-icon-yaml);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * (DEPRECATED) Support for consuming icons as CSS background images
 */

.jp-Icon,
.jp-MaterialIcon {
  background-position: center;
  background-repeat: no-repeat;
  background-size: 16px;
  min-width: 16px;
  min-height: 16px;
}

.jp-Icon-cover {
  background-position: center;
  background-repeat: no-repeat;
  background-size: cover;
}

/**
 * (DEPRECATED) Support for specific CSS icon sizes
 */

.jp-Icon-16 {
  background-size: 16px;
  min-width: 16px;
  min-height: 16px;
}

.jp-Icon-18 {
  background-size: 18px;
  min-width: 18px;
  min-height: 18px;
}

.jp-Icon-20 {
  background-size: 20px;
  min-width: 20px;
  min-height: 20px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.lm-TabBar .lm-TabBar-addButton {
  align-items: center;
  display: flex;
  padding: 4px;
  padding-bottom: 5px;
  margin-right: 1px;
  background-color: var(--jp-layout-color2);
}

.lm-TabBar .lm-TabBar-addButton:hover {
  background-color: var(--jp-layout-color1);
}

.lm-DockPanel-tabBar .lm-TabBar-tab {
  width: var(--jp-private-horizontal-tab-width);
}

.lm-DockPanel-tabBar .lm-TabBar-content {
  flex: unset;
}

.lm-DockPanel-tabBar[data-orientation='horizontal'] {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * Support for icons as inline SVG HTMLElements
 */

/* recolor the primary elements of an icon */
.jp-icon0[fill] {
  fill: var(--jp-inverse-layout-color0);
}

.jp-icon1[fill] {
  fill: var(--jp-inverse-layout-color1);
}

.jp-icon2[fill] {
  fill: var(--jp-inverse-layout-color2);
}

.jp-icon3[fill] {
  fill: var(--jp-inverse-layout-color3);
}

.jp-icon4[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon0[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}

.jp-icon1[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}

.jp-icon2[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}

.jp-icon3[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}

.jp-icon4[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/* recolor the accent elements of an icon */
.jp-icon-accent0[fill] {
  fill: var(--jp-layout-color0);
}

.jp-icon-accent1[fill] {
  fill: var(--jp-layout-color1);
}

.jp-icon-accent2[fill] {
  fill: var(--jp-layout-color2);
}

.jp-icon-accent3[fill] {
  fill: var(--jp-layout-color3);
}

.jp-icon-accent4[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-accent0[stroke] {
  stroke: var(--jp-layout-color0);
}

.jp-icon-accent1[stroke] {
  stroke: var(--jp-layout-color1);
}

.jp-icon-accent2[stroke] {
  stroke: var(--jp-layout-color2);
}

.jp-icon-accent3[stroke] {
  stroke: var(--jp-layout-color3);
}

.jp-icon-accent4[stroke] {
  stroke: var(--jp-layout-color4);
}

/* set the color of an icon to transparent */
.jp-icon-none[fill] {
  fill: none;
}

.jp-icon-none[stroke] {
  stroke: none;
}

/* brand icon colors. Same for light and dark */
.jp-icon-brand0[fill] {
  fill: var(--jp-brand-color0);
}

.jp-icon-brand1[fill] {
  fill: var(--jp-brand-color1);
}

.jp-icon-brand2[fill] {
  fill: var(--jp-brand-color2);
}

.jp-icon-brand3[fill] {
  fill: var(--jp-brand-color3);
}

.jp-icon-brand4[fill] {
  fill: var(--jp-brand-color4);
}

.jp-icon-brand0[stroke] {
  stroke: var(--jp-brand-color0);
}

.jp-icon-brand1[stroke] {
  stroke: var(--jp-brand-color1);
}

.jp-icon-brand2[stroke] {
  stroke: var(--jp-brand-color2);
}

.jp-icon-brand3[stroke] {
  stroke: var(--jp-brand-color3);
}

.jp-icon-brand4[stroke] {
  stroke: var(--jp-brand-color4);
}

/* warn icon colors. Same for light and dark */
.jp-icon-warn0[fill] {
  fill: var(--jp-warn-color0);
}

.jp-icon-warn1[fill] {
  fill: var(--jp-warn-color1);
}

.jp-icon-warn2[fill] {
  fill: var(--jp-warn-color2);
}

.jp-icon-warn3[fill] {
  fill: var(--jp-warn-color3);
}

.jp-icon-warn0[stroke] {
  stroke: var(--jp-warn-color0);
}

.jp-icon-warn1[stroke] {
  stroke: var(--jp-warn-color1);
}

.jp-icon-warn2[stroke] {
  stroke: var(--jp-warn-color2);
}

.jp-icon-warn3[stroke] {
  stroke: var(--jp-warn-color3);
}

/* icon colors that contrast well with each other and most backgrounds */
.jp-icon-contrast0[fill] {
  fill: var(--jp-icon-contrast-color0);
}

.jp-icon-contrast1[fill] {
  fill: var(--jp-icon-contrast-color1);
}

.jp-icon-contrast2[fill] {
  fill: var(--jp-icon-contrast-color2);
}

.jp-icon-contrast3[fill] {
  fill: var(--jp-icon-contrast-color3);
}

.jp-icon-contrast0[stroke] {
  stroke: var(--jp-icon-contrast-color0);
}

.jp-icon-contrast1[stroke] {
  stroke: var(--jp-icon-contrast-color1);
}

.jp-icon-contrast2[stroke] {
  stroke: var(--jp-icon-contrast-color2);
}

.jp-icon-contrast3[stroke] {
  stroke: var(--jp-icon-contrast-color3);
}

.jp-icon-dot[fill] {
  fill: var(--jp-warn-color0);
}

.jp-jupyter-icon-color[fill] {
  fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0));
}

.jp-notebook-icon-color[fill] {
  fill: var(--jp-notebook-icon-color, var(--jp-warn-color0));
}

.jp-json-icon-color[fill] {
  fill: var(--jp-json-icon-color, var(--jp-warn-color1));
}

.jp-console-icon-color[fill] {
  fill: var(--jp-console-icon-color, white);
}

.jp-console-icon-background-color[fill] {
  fill: var(--jp-console-icon-background-color, var(--jp-brand-color1));
}

.jp-terminal-icon-color[fill] {
  fill: var(--jp-terminal-icon-color, var(--jp-layout-color2));
}

.jp-terminal-icon-background-color[fill] {
  fill: var(
    --jp-terminal-icon-background-color,
    var(--jp-inverse-layout-color2)
  );
}

.jp-text-editor-icon-color[fill] {
  fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout-color3));
}

.jp-inspector-icon-color[fill] {
  fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout-color3));
}

/* CSS for icons in selected filebrowser listing items */
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}

.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}

/* stylelint-disable selector-max-class, selector-max-compound-selectors */

/**
* TODO: come up with non css-hack solution for showing the busy icon on top
*  of the close icon
* CSS for complex behavior of close icon of tabs in the main area tabbar
*/
.lm-DockPanel-tabBar
  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon3[fill] {
  fill: none;
}

.lm-DockPanel-tabBar
  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: var(--jp-inverse-layout-color3);
}

/* stylelint-enable selector-max-class, selector-max-compound-selectors */

/* CSS for icons in status bar */
#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}

#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}

/* special handling for splash icon CSS. While the theme CSS reloads during
   splash, the splash icon can loose theming. To prevent that, we set a
   default for its color variable */
:root {
  --jp-warn-color0: var(--md-orange-700);
}

/* not sure what to do with this one, used in filebrowser listing */
.jp-DragIcon {
  margin-right: 4px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * Support for alt colors for icons as inline SVG HTMLElements
 */

/* alt recolor the primary elements of an icon */
.jp-icon-alt .jp-icon0[fill] {
  fill: var(--jp-layout-color0);
}

.jp-icon-alt .jp-icon1[fill] {
  fill: var(--jp-layout-color1);
}

.jp-icon-alt .jp-icon2[fill] {
  fill: var(--jp-layout-color2);
}

.jp-icon-alt .jp-icon3[fill] {
  fill: var(--jp-layout-color3);
}

.jp-icon-alt .jp-icon4[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-alt .jp-icon0[stroke] {
  stroke: var(--jp-layout-color0);
}

.jp-icon-alt .jp-icon1[stroke] {
  stroke: var(--jp-layout-color1);
}

.jp-icon-alt .jp-icon2[stroke] {
  stroke: var(--jp-layout-color2);
}

.jp-icon-alt .jp-icon3[stroke] {
  stroke: var(--jp-layout-color3);
}

.jp-icon-alt .jp-icon4[stroke] {
  stroke: var(--jp-layout-color4);
}

/* alt recolor the accent elements of an icon */
.jp-icon-alt .jp-icon-accent0[fill] {
  fill: var(--jp-inverse-layout-color0);
}

.jp-icon-alt .jp-icon-accent1[fill] {
  fill: var(--jp-inverse-layout-color1);
}

.jp-icon-alt .jp-icon-accent2[fill] {
  fill: var(--jp-inverse-layout-color2);
}

.jp-icon-alt .jp-icon-accent3[fill] {
  fill: var(--jp-inverse-layout-color3);
}

.jp-icon-alt .jp-icon-accent4[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-alt .jp-icon-accent0[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}

.jp-icon-alt .jp-icon-accent1[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}

.jp-icon-alt .jp-icon-accent2[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}

.jp-icon-alt .jp-icon-accent3[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}

.jp-icon-alt .jp-icon-accent4[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-icon-hoverShow:not(:hover) .jp-icon-hoverShow-content {
  display: none !important;
}

/**
 * Support for hover colors for icons as inline SVG HTMLElements
 */

/**
 * regular colors
 */

/* recolor the primary elements of an icon */
.jp-icon-hover :hover .jp-icon0-hover[fill] {
  fill: var(--jp-inverse-layout-color0);
}

.jp-icon-hover :hover .jp-icon1-hover[fill] {
  fill: var(--jp-inverse-layout-color1);
}

.jp-icon-hover :hover .jp-icon2-hover[fill] {
  fill: var(--jp-inverse-layout-color2);
}

.jp-icon-hover :hover .jp-icon3-hover[fill] {
  fill: var(--jp-inverse-layout-color3);
}

.jp-icon-hover :hover .jp-icon4-hover[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-hover :hover .jp-icon0-hover[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}

.jp-icon-hover :hover .jp-icon1-hover[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}

.jp-icon-hover :hover .jp-icon2-hover[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}

.jp-icon-hover :hover .jp-icon3-hover[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}

.jp-icon-hover :hover .jp-icon4-hover[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/* recolor the accent elements of an icon */
.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
  fill: var(--jp-layout-color0);
}

.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
  fill: var(--jp-layout-color1);
}

.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
  fill: var(--jp-layout-color2);
}

.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
  fill: var(--jp-layout-color3);
}

.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
  stroke: var(--jp-layout-color0);
}

.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
  stroke: var(--jp-layout-color1);
}

.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
  stroke: var(--jp-layout-color2);
}

.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
  stroke: var(--jp-layout-color3);
}

.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
  stroke: var(--jp-layout-color4);
}

/* set the color of an icon to transparent */
.jp-icon-hover :hover .jp-icon-none-hover[fill] {
  fill: none;
}

.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
  stroke: none;
}

/**
 * inverse colors
 */

/* inverse recolor the primary elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
  fill: var(--jp-layout-color0);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
  fill: var(--jp-layout-color1);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
  fill: var(--jp-layout-color2);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
  fill: var(--jp-layout-color3);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
  stroke: var(--jp-layout-color0);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
  stroke: var(--jp-layout-color1);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
  stroke: var(--jp-layout-color2);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
  stroke: var(--jp-layout-color3);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
  stroke: var(--jp-layout-color4);
}

/* inverse recolor the accent elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
  fill: var(--jp-inverse-layout-color0);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
  fill: var(--jp-inverse-layout-color1);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
  fill: var(--jp-inverse-layout-color2);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
  fill: var(--jp-inverse-layout-color3);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-IFrame {
  width: 100%;
  height: 100%;
}

.jp-IFrame > iframe {
  border: none;
}

/*
When drag events occur, `lm-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-IFrame {
  position: relative;
}

body.lm-mod-override-cursor .jp-IFrame::before {
  content: '';
  position: absolute;
  top: 0;
  left: 0;
  right: 0;
  bottom: 0;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-HoverBox {
  position: fixed;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-FormGroup-content fieldset {
  border: none;
  padding: 0;
  min-width: 0;
  width: 100%;
}

/* stylelint-disable selector-max-type */

.jp-FormGroup-content fieldset .jp-inputFieldWrapper input,
.jp-FormGroup-content fieldset .jp-inputFieldWrapper select,
.jp-FormGroup-content fieldset .jp-inputFieldWrapper textarea {
  font-size: var(--jp-content-font-size2);
  border-color: var(--jp-input-border-color);
  border-style: solid;
  border-radius: var(--jp-border-radius);
  border-width: 1px;
  padding: 6px 8px;
  background: none;
  color: var(--jp-ui-font-color0);
  height: inherit;
}

.jp-FormGroup-content fieldset input[type='checkbox'] {
  position: relative;
  top: 2px;
  margin-left: 0;
}

.jp-FormGroup-content button.jp-mod-styled {
  cursor: pointer;
}

.jp-FormGroup-content .checkbox label {
  cursor: pointer;
  font-size: var(--jp-content-font-size1);
}

.jp-FormGroup-content .jp-root > fieldset > legend {
  display: none;
}

.jp-FormGroup-content .jp-root > fieldset > p {
  display: none;
}

/** copy of `input.jp-mod-styled:focus` style */
.jp-FormGroup-content fieldset input:focus,
.jp-FormGroup-content fieldset select:focus {
  -moz-outline-radius: unset;
  outline: var(--jp-border-width) solid var(--md-blue-500);
  outline-offset: -1px;
  box-shadow: inset 0 0 4px var(--md-blue-300);
}

.jp-FormGroup-content fieldset input:hover:not(:focus),
.jp-FormGroup-content fieldset select:hover:not(:focus) {
  background-color: var(--jp-border-color2);
}

/* stylelint-enable selector-max-type */

.jp-FormGroup-content .checkbox .field-description {
  /* Disable default description field for checkbox:
   because other widgets do not have description fields,
   we add descriptions to each widget on the field level.
  */
  display: none;
}

.jp-FormGroup-content #root__description {
  display: none;
}

.jp-FormGroup-content .jp-modifiedIndicator {
  width: 5px;
  background-color: var(--jp-brand-color2);
  margin-top: 0;
  margin-left: calc(var(--jp-private-settingeditor-modifier-indent) * -1);
  flex-shrink: 0;
}

.jp-FormGroup-content .jp-modifiedIndicator.jp-errorIndicator {
  background-color: var(--jp-error-color0);
  margin-right: 0.5em;
}

/* RJSF ARRAY style */

.jp-arrayFieldWrapper legend {
  font-size: var(--jp-content-font-size2);
  color: var(--jp-ui-font-color0);
  flex-basis: 100%;
  padding: 4px 0;
  font-weight: var(--jp-content-heading-font-weight);
  border-bottom: 1px solid var(--jp-border-color2);
}

.jp-arrayFieldWrapper .field-description {
  padding: 4px 0;
  white-space: pre-wrap;
}

.jp-arrayFieldWrapper .array-item {
  width: 100%;
  border: 1px solid var(--jp-border-color2);
  border-radius: 4px;
  margin: 4px;
}

.jp-ArrayOperations {
  display: flex;
  margin-left: 8px;
}

.jp-ArrayOperationsButton {
  margin: 2px;
}

.jp-ArrayOperationsButton .jp-icon3[fill] {
  fill: var(--jp-ui-font-color0);
}

button.jp-ArrayOperationsButton.jp-mod-styled:disabled {
  cursor: not-allowed;
  opacity: 0.5;
}

/* RJSF form validation error */

.jp-FormGroup-content .validationErrors {
  color: var(--jp-error-color0);
}

/* Hide panel level error as duplicated the field level error */
.jp-FormGroup-content .panel.errors {
  display: none;
}

/* RJSF normal content (settings-editor) */

.jp-FormGroup-contentNormal {
  display: flex;
  align-items: center;
  flex-wrap: wrap;
}

.jp-FormGroup-contentNormal .jp-FormGroup-contentItem {
  margin-left: 7px;
  color: var(--jp-ui-font-color0);
}

.jp-FormGroup-contentNormal .jp-FormGroup-description {
  flex-basis: 100%;
  padding: 4px 7px;
}

.jp-FormGroup-contentNormal .jp-FormGroup-default {
  flex-basis: 100%;
  padding: 4px 7px;
}

.jp-FormGroup-contentNormal .jp-FormGroup-fieldLabel {
  font-size: var(--jp-content-font-size1);
  font-weight: normal;
  min-width: 120px;
}

.jp-FormGroup-contentNormal fieldset:not(:first-child) {
  margin-left: 7px;
}

.jp-FormGroup-contentNormal .field-array-of-string .array-item {
  /* Display `jp-ArrayOperations` buttons side-by-side with content except
    for small screens where flex-wrap will place them one below the other.
  */
  display: flex;
  align-items: center;
  flex-wrap: wrap;
}

.jp-FormGroup-contentNormal .jp-objectFieldWrapper .form-group {
  padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
  margin-top: 2px;
}

/* RJSF compact content (metadata-form) */

.jp-FormGroup-content.jp-FormGroup-contentCompact {
  width: 100%;
}

.jp-FormGroup-contentCompact .form-group {
  display: flex;
  padding: 0.5em 0.2em 0.5em 0;
}

.jp-FormGroup-contentCompact
  .jp-FormGroup-compactTitle
  .jp-FormGroup-description {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color2);
}

.jp-FormGroup-contentCompact .jp-FormGroup-fieldLabel {
  padding-bottom: 0.3em;
}

.jp-FormGroup-contentCompact .jp-inputFieldWrapper .form-control {
  width: 100%;
  box-sizing: border-box;
}

.jp-FormGroup-contentCompact .jp-arrayFieldWrapper .jp-FormGroup-compactTitle {
  padding-bottom: 7px;
}

.jp-FormGroup-contentCompact
  .jp-objectFieldWrapper
  .jp-objectFieldWrapper
  .form-group {
  padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
  margin-top: 2px;
}

.jp-FormGroup-contentCompact ul.error-detail {
  margin-block-start: 0.5em;
  margin-block-end: 0.5em;
  padding-inline-start: 1em;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

.jp-SidePanel {
  display: flex;
  flex-direction: column;
  min-width: var(--jp-sidebar-min-width);
  overflow-y: auto;
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  font-size: var(--jp-ui-font-size1);
}

.jp-SidePanel-header {
  flex: 0 0 auto;
  display: flex;
  border-bottom: var(--jp-border-width) solid var(--jp-border-color2);
  font-size: var(--jp-ui-font-size0);
  font-weight: 600;
  letter-spacing: 1px;
  margin: 0;
  padding: 2px;
  text-transform: uppercase;
}

.jp-SidePanel-toolbar {
  flex: 0 0 auto;
}

.jp-SidePanel-content {
  flex: 1 1 auto;
}

.jp-SidePanel-toolbar,
.jp-AccordionPanel-toolbar {
  height: var(--jp-private-toolbar-height);
}

.jp-SidePanel-toolbar.jp-Toolbar-micro {
  display: none;
}

.lm-AccordionPanel .jp-AccordionPanel-title {
  box-sizing: border-box;
  line-height: 25px;
  margin: 0;
  display: flex;
  align-items: center;
  background: var(--jp-layout-color1);
  color: var(--jp-ui-font-color1);
  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  box-shadow: var(--jp-toolbar-box-shadow);
  font-size: var(--jp-ui-font-size0);
}

.jp-AccordionPanel-title {
  cursor: pointer;
  user-select: none;
  -moz-user-select: none;
  -webkit-user-select: none;
  text-transform: uppercase;
}

.lm-AccordionPanel[data-orientation='horizontal'] > .jp-AccordionPanel-title {
  /* Title is rotated for horizontal accordion panel using CSS */
  display: block;
  transform-origin: top left;
  transform: rotate(-90deg) translate(-100%);
}

.jp-AccordionPanel-title .lm-AccordionPanel-titleLabel {
  user-select: none;
  text-overflow: ellipsis;
  white-space: nowrap;
  overflow: hidden;
}

.jp-AccordionPanel-title .lm-AccordionPanel-titleCollapser {
  transform: rotate(-90deg);
  margin: auto 0;
  height: 16px;
}

.jp-AccordionPanel-title.lm-mod-expanded .lm-AccordionPanel-titleCollapser {
  transform: rotate(0deg);
}

.lm-AccordionPanel .jp-AccordionPanel-toolbar {
  background: none;
  box-shadow: none;
  border: none;
  margin-left: auto;
}

.lm-AccordionPanel .lm-SplitPanel-handle:hover {
  background: var(--jp-layout-color3);
}

.jp-text-truncated {
  overflow: hidden;
  text-overflow: ellipsis;
  white-space: nowrap;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Spinner {
  position: absolute;
  display: flex;
  justify-content: center;
  align-items: center;
  z-index: 10;
  left: 0;
  top: 0;
  width: 100%;
  height: 100%;
  background: var(--jp-layout-color0);
  outline: none;
}

.jp-SpinnerContent {
  font-size: 10px;
  margin: 50px auto;
  text-indent: -9999em;
  width: 3em;
  height: 3em;
  border-radius: 50%;
  background: var(--jp-brand-color3);
  background: linear-gradient(
    to right,
    #f37626 10%,
    rgba(255, 255, 255, 0) 42%
  );
  position: relative;
  animation: load3 1s infinite linear, fadeIn 1s;
}

.jp-SpinnerContent::before {
  width: 50%;
  height: 50%;
  background: #f37626;
  border-radius: 100% 0 0;
  position: absolute;
  top: 0;
  left: 0;
  content: '';
}

.jp-SpinnerContent::after {
  background: var(--jp-layout-color0);
  width: 75%;
  height: 75%;
  border-radius: 50%;
  content: '';
  margin: auto;
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  right: 0;
}

@keyframes fadeIn {
  0% {
    opacity: 0;
  }

  100% {
    opacity: 1;
  }
}

@keyframes load3 {
  0% {
    transform: rotate(0deg);
  }

  100% {
    transform: rotate(360deg);
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

button.jp-mod-styled {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  border: none;
  box-sizing: border-box;
  text-align: center;
  line-height: 32px;
  height: 32px;
  padding: 0 12px;
  letter-spacing: 0.8px;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

input.jp-mod-styled {
  background: var(--jp-input-background);
  height: 28px;
  box-sizing: border-box;
  border: var(--jp-border-width) solid var(--jp-border-color1);
  padding-left: 7px;
  padding-right: 7px;
  font-size: var(--jp-ui-font-size2);
  color: var(--jp-ui-font-color0);
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

input[type='checkbox'].jp-mod-styled {
  appearance: checkbox;
  -webkit-appearance: checkbox;
  -moz-appearance: checkbox;
  height: auto;
}

input.jp-mod-styled:focus {
  border: var(--jp-border-width) solid var(--md-blue-500);
  box-shadow: inset 0 0 4px var(--md-blue-300);
}

.jp-select-wrapper {
  display: flex;
  position: relative;
  flex-direction: column;
  padding: 1px;
  background-color: var(--jp-layout-color1);
  box-sizing: border-box;
  margin-bottom: 12px;
}

.jp-select-wrapper:not(.multiple) {
  height: 28px;
}

.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
  background-color: var(--jp-input-active-background);
}

select.jp-mod-styled:hover {
  cursor: pointer;
  color: var(--jp-ui-font-color0);
  background-color: var(--jp-input-hover-background);
  box-shadow: inset 0 0 1px rgba(0, 0, 0, 0.5);
}

select.jp-mod-styled {
  flex: 1 1 auto;
  width: 100%;
  font-size: var(--jp-ui-font-size2);
  background: var(--jp-input-background);
  color: var(--jp-ui-font-color0);
  padding: 0 25px 0 8px;
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  border-radius: 0;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

select.jp-mod-styled:not([multiple]) {
  height: 32px;
}

select.jp-mod-styled[multiple] {
  max-height: 200px;
  overflow-y: auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-switch {
  display: flex;
  align-items: center;
  padding-left: 4px;
  padding-right: 4px;
  font-size: var(--jp-ui-font-size1);
  background-color: transparent;
  color: var(--jp-ui-font-color1);
  border: none;
  height: 20px;
}

.jp-switch:hover {
  background-color: var(--jp-layout-color2);
}

.jp-switch-label {
  margin-right: 5px;
  font-family: var(--jp-ui-font-family);
}

.jp-switch-track {
  cursor: pointer;
  background-color: var(--jp-switch-color, var(--jp-border-color1));
  -webkit-transition: 0.4s;
  transition: 0.4s;
  border-radius: 34px;
  height: 16px;
  width: 35px;
  position: relative;
}

.jp-switch-track::before {
  content: '';
  position: absolute;
  height: 10px;
  width: 10px;
  margin: 3px;
  left: 0;
  background-color: var(--jp-ui-inverse-font-color1);
  -webkit-transition: 0.4s;
  transition: 0.4s;
  border-radius: 50%;
}

.jp-switch[aria-checked='true'] .jp-switch-track {
  background-color: var(--jp-switch-true-position-color, var(--jp-warn-color0));
}

.jp-switch[aria-checked='true'] .jp-switch-track::before {
  /* track width (35) - margins (3 + 3) - thumb width (10) */
  left: 19px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

:root {
  --jp-private-toolbar-height: calc(
    28px + var(--jp-border-width)
  ); /* leave 28px for content */
}

.jp-Toolbar {
  color: var(--jp-ui-font-color1);
  flex: 0 0 auto;
  display: flex;
  flex-direction: row;
  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  box-shadow: var(--jp-toolbar-box-shadow);
  background: var(--jp-toolbar-background);
  min-height: var(--jp-toolbar-micro-height);
  padding: 2px;
  z-index: 8;
  overflow-x: hidden;
}

/* Toolbar items */

.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
  flex-grow: 1;
  flex-shrink: 1;
}

.jp-Toolbar-item.jp-Toolbar-kernelStatus {
  display: inline-block;
  width: 32px;
  background-repeat: no-repeat;
  background-position: center;
  background-size: 16px;
}

.jp-Toolbar > .jp-Toolbar-item {
  flex: 0 0 auto;
  display: flex;
  padding-left: 1px;
  padding-right: 1px;
  font-size: var(--jp-ui-font-size1);
  line-height: var(--jp-private-toolbar-height);
  height: 100%;
}

/* Toolbar buttons */

/* This is the div we use to wrap the react component into a Widget */
div.jp-ToolbarButton {
  color: transparent;
  border: none;
  box-sizing: border-box;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
  padding: 0;
  margin: 0;
}

button.jp-ToolbarButtonComponent {
  background: var(--jp-layout-color1);
  border: none;
  box-sizing: border-box;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
  padding: 0 6px;
  margin: 0;
  height: 24px;
  border-radius: var(--jp-border-radius);
  display: flex;
  align-items: center;
  text-align: center;
  font-size: 14px;
  min-width: unset;
  min-height: unset;
}

button.jp-ToolbarButtonComponent:disabled {
  opacity: 0.4;
}

button.jp-ToolbarButtonComponent > span {
  padding: 0;
  flex: 0 0 auto;
}

button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
  font-size: var(--jp-ui-font-size1);
  line-height: 100%;
  padding-left: 2px;
  color: var(--jp-ui-font-color1);
  font-family: var(--jp-ui-font-family);
}

#jp-main-dock-panel[data-mode='single-document']
  .jp-MainAreaWidget
  > .jp-Toolbar.jp-Toolbar-micro {
  padding: 0;
  min-height: 0;
}

#jp-main-dock-panel[data-mode='single-document']
  .jp-MainAreaWidget
  > .jp-Toolbar {
  border: none;
  box-shadow: none;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

.jp-WindowedPanel-outer {
  position: relative;
  overflow-y: auto;
}

.jp-WindowedPanel-inner {
  position: relative;
}

.jp-WindowedPanel-window {
  position: absolute;
  left: 0;
  right: 0;
  overflow: visible;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/* Sibling imports */

body {
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
}

/* Disable native link decoration styles everywhere outside of dialog boxes */
a {
  text-decoration: unset;
  color: unset;
}

a:hover {
  text-decoration: unset;
  color: unset;
}

/* Accessibility for links inside dialog box text */
.jp-Dialog-content a {
  text-decoration: revert;
  color: var(--jp-content-link-color);
}

.jp-Dialog-content a:hover {
  text-decoration: revert;
}

/* Styles for ui-components */
.jp-Button {
  color: var(--jp-ui-font-color2);
  border-radius: var(--jp-border-radius);
  padding: 0 12px;
  font-size: var(--jp-ui-font-size1);

  /* Copy from blueprint 3 */
  display: inline-flex;
  flex-direction: row;
  border: none;
  cursor: pointer;
  align-items: center;
  justify-content: center;
  text-align: left;
  vertical-align: middle;
  min-height: 30px;
  min-width: 30px;
}

.jp-Button:disabled {
  cursor: not-allowed;
}

.jp-Button:empty {
  padding: 0 !important;
}

.jp-Button.jp-mod-small {
  min-height: 24px;
  min-width: 24px;
  font-size: 12px;
  padding: 0 7px;
}

/* Use our own theme for hover styles */
.jp-Button.jp-mod-minimal:hover {
  background-color: var(--jp-layout-color2);
}

.jp-Button.jp-mod-minimal {
  background: none;
}

.jp-InputGroup {
  display: block;
  position: relative;
}

.jp-InputGroup input {
  box-sizing: border-box;
  border: none;
  border-radius: 0;
  background-color: transparent;
  color: var(--jp-ui-font-color0);
  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
  padding-bottom: 0;
  padding-top: 0;
  padding-left: 10px;
  padding-right: 28px;
  position: relative;
  width: 100%;
  -webkit-appearance: none;
  -moz-appearance: none;
  appearance: none;
  font-size: 14px;
  font-weight: 400;
  height: 30px;
  line-height: 30px;
  outline: none;
  vertical-align: middle;
}

.jp-InputGroup input:focus {
  box-shadow: inset 0 0 0 var(--jp-border-width)
      var(--jp-input-active-box-shadow-color),
    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}

.jp-InputGroup input:disabled {
  cursor: not-allowed;
  resize: block;
  background-color: var(--jp-layout-color2);
  color: var(--jp-ui-font-color2);
}

.jp-InputGroup input:disabled ~ span {
  cursor: not-allowed;
  color: var(--jp-ui-font-color2);
}

.jp-InputGroup input::placeholder,
input::placeholder {
  color: var(--jp-ui-font-color2);
}

.jp-InputGroupAction {
  position: absolute;
  bottom: 1px;
  right: 0;
  padding: 6px;
}

.jp-HTMLSelect.jp-DefaultStyle select {
  background-color: initial;
  border: none;
  border-radius: 0;
  box-shadow: none;
  color: var(--jp-ui-font-color0);
  display: block;
  font-size: var(--jp-ui-font-size1);
  font-family: var(--jp-ui-font-family);
  height: 24px;
  line-height: 14px;
  padding: 0 25px 0 10px;
  text-align: left;
  -moz-appearance: none;
  -webkit-appearance: none;
}

.jp-HTMLSelect.jp-DefaultStyle select:disabled {
  background-color: var(--jp-layout-color2);
  color: var(--jp-ui-font-color2);
  cursor: not-allowed;
  resize: block;
}

.jp-HTMLSelect.jp-DefaultStyle select:disabled ~ span {
  cursor: not-allowed;
}

/* Use our own theme for hover and option styles */
/* stylelint-disable-next-line selector-max-type */
.jp-HTMLSelect.jp-DefaultStyle select:hover,
.jp-HTMLSelect.jp-DefaultStyle select > option {
  background-color: var(--jp-layout-color2);
  color: var(--jp-ui-font-color0);
}

select {
  box-sizing: border-box;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/

.jp-StatusBar-Widget {
  display: flex;
  align-items: center;
  background: var(--jp-layout-color2);
  min-height: var(--jp-statusbar-height);
  justify-content: space-between;
  padding: 0 10px;
}

.jp-StatusBar-Left {
  display: flex;
  align-items: center;
  flex-direction: row;
}

.jp-StatusBar-Middle {
  display: flex;
  align-items: center;
}

.jp-StatusBar-Right {
  display: flex;
  align-items: center;
  flex-direction: row-reverse;
}

.jp-StatusBar-Item {
  max-height: var(--jp-statusbar-height);
  margin: 0 2px;
  height: var(--jp-statusbar-height);
  white-space: nowrap;
  text-overflow: ellipsis;
  color: var(--jp-ui-font-color1);
  padding: 0 6px;
}

.jp-mod-highlighted:hover {
  background-color: var(--jp-layout-color3);
}

.jp-mod-clicked {
  background-color: var(--jp-brand-color1);
}

.jp-mod-clicked:hover {
  background-color: var(--jp-brand-color0);
}

.jp-mod-clicked .jp-StatusBar-TextItem {
  color: var(--jp-ui-inverse-font-color1);
}

.jp-StatusBar-HoverItem {
  box-shadow: '0px 4px 4px rgba(0, 0, 0, 0.25)';
}

.jp-StatusBar-TextItem {
  font-size: var(--jp-ui-font-size1);
  font-family: var(--jp-ui-font-family);
  line-height: 24px;
  color: var(--jp-ui-font-color1);
}

.jp-StatusBar-GroupItem {
  display: flex;
  align-items: center;
  flex-direction: row;
}

.jp-Statusbar-ProgressCircle svg {
  display: block;
  margin: 0 auto;
  width: 16px;
  height: 24px;
  align-self: normal;
}

.jp-Statusbar-ProgressCircle path {
  fill: var(--jp-inverse-layout-color3);
}

.jp-Statusbar-ProgressBar-progress-bar {
  height: 10px;
  width: 100px;
  border: solid 0.25px var(--jp-brand-color2);
  border-radius: 3px;
  overflow: hidden;
  align-self: center;
}

.jp-Statusbar-ProgressBar-progress-bar > div {
  background-color: var(--jp-brand-color2);
  background-image: linear-gradient(
    -45deg,
    rgba(255, 255, 255, 0.2) 25%,
    transparent 25%,
    transparent 50%,
    rgba(255, 255, 255, 0.2) 50%,
    rgba(255, 255, 255, 0.2) 75%,
    transparent 75%,
    transparent
  );
  background-size: 40px 40px;
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 14px;
  color: #fff;
  text-align: center;
  animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite;
}

.jp-Statusbar-ProgressBar-progress-bar p {
  color: var(--jp-ui-font-color1);
  font-family: var(--jp-ui-font-family);
  font-size: var(--jp-ui-font-size1);
  line-height: 10px;
  width: 100px;
}

@keyframes jp-Statusbar-ExecutionTime-progress-bar {
  0% {
    background-position: 0 0;
  }

  100% {
    background-position: 40px 40px;
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-commandpalette-search-height: 28px;
}

/*-----------------------------------------------------------------------------
| Overall styles
|----------------------------------------------------------------------------*/

.lm-CommandPalette {
  padding-bottom: 0;
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);

  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
}

/*-----------------------------------------------------------------------------
| Modal variant
|----------------------------------------------------------------------------*/

.jp-ModalCommandPalette {
  position: absolute;
  z-index: 10000;
  top: 38px;
  left: 30%;
  margin: 0;
  padding: 4px;
  width: 40%;
  box-shadow: var(--jp-elevation-z4);
  border-radius: 4px;
  background: var(--jp-layout-color0);
}

.jp-ModalCommandPalette .lm-CommandPalette {
  max-height: 40vh;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
  display: none;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
  display: none;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
  margin-left: 4px;
  margin-right: 4px;
}

.jp-ModalCommandPalette
  .lm-CommandPalette
  .lm-CommandPalette-item.lm-mod-disabled {
  display: none;
}

/*-----------------------------------------------------------------------------
| Search
|----------------------------------------------------------------------------*/

.lm-CommandPalette-search {
  padding: 4px;
  background-color: var(--jp-layout-color1);
  z-index: 2;
}

.lm-CommandPalette-wrapper {
  overflow: overlay;
  padding: 0 9px;
  background-color: var(--jp-input-active-background);
  height: 30px;
  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
}

.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}

.jp-SearchIconGroup {
  color: white;
  background-color: var(--jp-brand-color1);
  position: absolute;
  top: 4px;
  right: 4px;
  padding: 5px 5px 1px;
}

.jp-SearchIconGroup svg {
  height: 20px;
  width: 20px;
}

.jp-SearchIconGroup .jp-icon3[fill] {
  fill: var(--jp-layout-color0);
}

.lm-CommandPalette-input {
  background: transparent;
  width: calc(100% - 18px);
  float: left;
  border: none;
  outline: none;
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  line-height: var(--jp-private-commandpalette-search-height);
}

.lm-CommandPalette-input::-webkit-input-placeholder,
.lm-CommandPalette-input::-moz-placeholder,
.lm-CommandPalette-input:-ms-input-placeholder {
  color: var(--jp-ui-font-color2);
  font-size: var(--jp-ui-font-size1);
}

/*-----------------------------------------------------------------------------
| Results
|----------------------------------------------------------------------------*/

.lm-CommandPalette-header:first-child {
  margin-top: 0;
}

.lm-CommandPalette-header {
  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
  color: var(--jp-ui-font-color1);
  cursor: pointer;
  display: flex;
  font-size: var(--jp-ui-font-size0);
  font-weight: 600;
  letter-spacing: 1px;
  margin-top: 8px;
  padding: 8px 0 8px 12px;
  text-transform: uppercase;
}

.lm-CommandPalette-header.lm-mod-active {
  background: var(--jp-layout-color2);
}

.lm-CommandPalette-header > mark {
  background-color: transparent;
  font-weight: bold;
  color: var(--jp-ui-font-color1);
}

.lm-CommandPalette-item {
  padding: 4px 12px 4px 4px;
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
  font-weight: 400;
  display: flex;
}

.lm-CommandPalette-item.lm-mod-disabled {
  color: var(--jp-ui-font-color2);
}

.lm-CommandPalette-item.lm-mod-active {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-inverse-font-color0);
}

.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
  fill: var(--jp-layout-color0);
}

.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
  background: var(--jp-layout-color2);
}

.lm-CommandPalette-itemContent {
  overflow: hidden;
}

.lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-font-color0);
  background-color: transparent;
  font-weight: bold;
}

.lm-CommandPalette-item.lm-mod-disabled mark {
  color: var(--jp-ui-font-color2);
}

.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
  margin: 0 4px 0 0;
  position: relative;
  width: 16px;
  top: 2px;
  flex: 0 0 auto;
}

.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
  opacity: 0.6;
}

.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
  flex: 0 0 auto;
}

.lm-CommandPalette-itemCaption {
  display: none;
}

.lm-CommandPalette-content {
  background-color: var(--jp-layout-color1);
}

.lm-CommandPalette-content:empty::after {
  content: 'No results';
  margin: auto;
  margin-top: 20px;
  width: 100px;
  display: block;
  font-size: var(--jp-ui-font-size2);
  font-family: var(--jp-ui-font-family);
  font-weight: lighter;
}

.lm-CommandPalette-emptyMessage {
  text-align: center;
  margin-top: 24px;
  line-height: 1.32;
  padding: 0 8px;
  color: var(--jp-content-font-color3);
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Dialog {
  position: absolute;
  z-index: 10000;
  display: flex;
  flex-direction: column;
  align-items: center;
  justify-content: center;
  top: 0;
  left: 0;
  margin: 0;
  padding: 0;
  width: 100%;
  height: 100%;
  background: var(--jp-dialog-background);
}

.jp-Dialog-content {
  display: flex;
  flex-direction: column;
  margin-left: auto;
  margin-right: auto;
  background: var(--jp-layout-color1);
  padding: 24px 24px 12px;
  min-width: 300px;
  min-height: 150px;
  max-width: 1000px;
  max-height: 500px;
  box-sizing: border-box;
  box-shadow: var(--jp-elevation-z20);
  word-wrap: break-word;
  border-radius: var(--jp-border-radius);

  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color1);
  resize: both;
}

.jp-Dialog-content.jp-Dialog-content-small {
  max-width: 500px;
}

.jp-Dialog-button {
  overflow: visible;
}

button.jp-Dialog-button:focus {
  outline: 1px solid var(--jp-brand-color1);
  outline-offset: 4px;
  -moz-outline-radius: 0;
}

button.jp-Dialog-button:focus::-moz-focus-inner {
  border: 0;
}

button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus,
button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus,
button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
  outline-offset: 4px;
  -moz-outline-radius: 0;
}

button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus {
  outline: 1px solid var(--jp-accept-color-normal, var(--jp-brand-color1));
}

button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus {
  outline: 1px solid var(--jp-warn-color-normal, var(--jp-error-color1));
}

button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
  outline: 1px solid var(--jp-reject-color-normal, var(--md-grey-600));
}

button.jp-Dialog-close-button {
  padding: 0;
  height: 100%;
  min-width: unset;
  min-height: unset;
}

.jp-Dialog-header {
  display: flex;
  justify-content: space-between;
  flex: 0 0 auto;
  padding-bottom: 12px;
  font-size: var(--jp-ui-font-size3);
  font-weight: 400;
  color: var(--jp-ui-font-color1);
}

.jp-Dialog-body {
  display: flex;
  flex-direction: column;
  flex: 1 1 auto;
  font-size: var(--jp-ui-font-size1);
  background: var(--jp-layout-color1);
  color: var(--jp-ui-font-color1);
  overflow: auto;
}

.jp-Dialog-footer {
  display: flex;
  flex-direction: row;
  justify-content: flex-end;
  align-items: center;
  flex: 0 0 auto;
  margin-left: -12px;
  margin-right: -12px;
  padding: 12px;
}

.jp-Dialog-checkbox {
  padding-right: 5px;
}

.jp-Dialog-checkbox > input:focus-visible {
  outline: 1px solid var(--jp-input-active-border-color);
  outline-offset: 1px;
}

.jp-Dialog-spacer {
  flex: 1 1 auto;
}

.jp-Dialog-title {
  overflow: hidden;
  white-space: nowrap;
  text-overflow: ellipsis;
}

.jp-Dialog-body > .jp-select-wrapper {
  width: 100%;
}

.jp-Dialog-body > button {
  padding: 0 16px;
}

.jp-Dialog-body > label {
  line-height: 1.4;
  color: var(--jp-ui-font-color0);
}

.jp-Dialog-button.jp-mod-styled:not(:last-child) {
  margin-right: 12px;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

.jp-Input-Boolean-Dialog {
  flex-direction: row-reverse;
  align-items: end;
  width: 100%;
}

.jp-Input-Boolean-Dialog > label {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-MainAreaWidget > :focus {
  outline: none;
}

.jp-MainAreaWidget .jp-MainAreaWidget-error {
  padding: 6px;
}

.jp-MainAreaWidget .jp-MainAreaWidget-error > pre {
  width: auto;
  padding: 10px;
  background: var(--jp-error-color3);
  border: var(--jp-border-width) solid var(--jp-error-color1);
  border-radius: var(--jp-border-radius);
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
  white-space: pre-wrap;
  word-wrap: break-word;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

/**
 * google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 */
:root {
  --md-red-50: #ffebee;
  --md-red-100: #ffcdd2;
  --md-red-200: #ef9a9a;
  --md-red-300: #e57373;
  --md-red-400: #ef5350;
  --md-red-500: #f44336;
  --md-red-600: #e53935;
  --md-red-700: #d32f2f;
  --md-red-800: #c62828;
  --md-red-900: #b71c1c;
  --md-red-A100: #ff8a80;
  --md-red-A200: #ff5252;
  --md-red-A400: #ff1744;
  --md-red-A700: #d50000;
  --md-pink-50: #fce4ec;
  --md-pink-100: #f8bbd0;
  --md-pink-200: #f48fb1;
  --md-pink-300: #f06292;
  --md-pink-400: #ec407a;
  --md-pink-500: #e91e63;
  --md-pink-600: #d81b60;
  --md-pink-700: #c2185b;
  --md-pink-800: #ad1457;
  --md-pink-900: #880e4f;
  --md-pink-A100: #ff80ab;
  --md-pink-A200: #ff4081;
  --md-pink-A400: #f50057;
  --md-pink-A700: #c51162;
  --md-purple-50: #f3e5f5;
  --md-purple-100: #e1bee7;
  --md-purple-200: #ce93d8;
  --md-purple-300: #ba68c8;
  --md-purple-400: #ab47bc;
  --md-purple-500: #9c27b0;
  --md-purple-600: #8e24aa;
  --md-purple-700: #7b1fa2;
  --md-purple-800: #6a1b9a;
  --md-purple-900: #4a148c;
  --md-purple-A100: #ea80fc;
  --md-purple-A200: #e040fb;
  --md-purple-A400: #d500f9;
  --md-purple-A700: #a0f;
  --md-deep-purple-50: #ede7f6;
  --md-deep-purple-100: #d1c4e9;
  --md-deep-purple-200: #b39ddb;
  --md-deep-purple-300: #9575cd;
  --md-deep-purple-400: #7e57c2;
  --md-deep-purple-500: #673ab7;
  --md-deep-purple-600: #5e35b1;
  --md-deep-purple-700: #512da8;
  --md-deep-purple-800: #4527a0;
  --md-deep-purple-900: #311b92;
  --md-deep-purple-A100: #b388ff;
  --md-deep-purple-A200: #7c4dff;
  --md-deep-purple-A400: #651fff;
  --md-deep-purple-A700: #6200ea;
  --md-indigo-50: #e8eaf6;
  --md-indigo-100: #c5cae9;
  --md-indigo-200: #9fa8da;
  --md-indigo-300: #7986cb;
  --md-indigo-400: #5c6bc0;
  --md-indigo-500: #3f51b5;
  --md-indigo-600: #3949ab;
  --md-indigo-700: #303f9f;
  --md-indigo-800: #283593;
  --md-indigo-900: #1a237e;
  --md-indigo-A100: #8c9eff;
  --md-indigo-A200: #536dfe;
  --md-indigo-A400: #3d5afe;
  --md-indigo-A700: #304ffe;
  --md-blue-50: #e3f2fd;
  --md-blue-100: #bbdefb;
  --md-blue-200: #90caf9;
  --md-blue-300: #64b5f6;
  --md-blue-400: #42a5f5;
  --md-blue-500: #2196f3;
  --md-blue-600: #1e88e5;
  --md-blue-700: #1976d2;
  --md-blue-800: #1565c0;
  --md-blue-900: #0d47a1;
  --md-blue-A100: #82b1ff;
  --md-blue-A200: #448aff;
  --md-blue-A400: #2979ff;
  --md-blue-A700: #2962ff;
  --md-light-blue-50: #e1f5fe;
  --md-light-blue-100: #b3e5fc;
  --md-light-blue-200: #81d4fa;
  --md-light-blue-300: #4fc3f7;
  --md-light-blue-400: #29b6f6;
  --md-light-blue-500: #03a9f4;
  --md-light-blue-600: #039be5;
  --md-light-blue-700: #0288d1;
  --md-light-blue-800: #0277bd;
  --md-light-blue-900: #01579b;
  --md-light-blue-A100: #80d8ff;
  --md-light-blue-A200: #40c4ff;
  --md-light-blue-A400: #00b0ff;
  --md-light-blue-A700: #0091ea;
  --md-cyan-50: #e0f7fa;
  --md-cyan-100: #b2ebf2;
  --md-cyan-200: #80deea;
  --md-cyan-300: #4dd0e1;
  --md-cyan-400: #26c6da;
  --md-cyan-500: #00bcd4;
  --md-cyan-600: #00acc1;
  --md-cyan-700: #0097a7;
  --md-cyan-800: #00838f;
  --md-cyan-900: #006064;
  --md-cyan-A100: #84ffff;
  --md-cyan-A200: #18ffff;
  --md-cyan-A400: #00e5ff;
  --md-cyan-A700: #00b8d4;
  --md-teal-50: #e0f2f1;
  --md-teal-100: #b2dfdb;
  --md-teal-200: #80cbc4;
  --md-teal-300: #4db6ac;
  --md-teal-400: #26a69a;
  --md-teal-500: #009688;
  --md-teal-600: #00897b;
  --md-teal-700: #00796b;
  --md-teal-800: #00695c;
  --md-teal-900: #004d40;
  --md-teal-A100: #a7ffeb;
  --md-teal-A200: #64ffda;
  --md-teal-A400: #1de9b6;
  --md-teal-A700: #00bfa5;
  --md-green-50: #e8f5e9;
  --md-green-100: #c8e6c9;
  --md-green-200: #a5d6a7;
  --md-green-300: #81c784;
  --md-green-400: #66bb6a;
  --md-green-500: #4caf50;
  --md-green-600: #43a047;
  --md-green-700: #388e3c;
  --md-green-800: #2e7d32;
  --md-green-900: #1b5e20;
  --md-green-A100: #b9f6ca;
  --md-green-A200: #69f0ae;
  --md-green-A400: #00e676;
  --md-green-A700: #00c853;
  --md-light-green-50: #f1f8e9;
  --md-light-green-100: #dcedc8;
  --md-light-green-200: #c5e1a5;
  --md-light-green-300: #aed581;
  --md-light-green-400: #9ccc65;
  --md-light-green-500: #8bc34a;
  --md-light-green-600: #7cb342;
  --md-light-green-700: #689f38;
  --md-light-green-800: #558b2f;
  --md-light-green-900: #33691e;
  --md-light-green-A100: #ccff90;
  --md-light-green-A200: #b2ff59;
  --md-light-green-A400: #76ff03;
  --md-light-green-A700: #64dd17;
  --md-lime-50: #f9fbe7;
  --md-lime-100: #f0f4c3;
  --md-lime-200: #e6ee9c;
  --md-lime-300: #dce775;
  --md-lime-400: #d4e157;
  --md-lime-500: #cddc39;
  --md-lime-600: #c0ca33;
  --md-lime-700: #afb42b;
  --md-lime-800: #9e9d24;
  --md-lime-900: #827717;
  --md-lime-A100: #f4ff81;
  --md-lime-A200: #eeff41;
  --md-lime-A400: #c6ff00;
  --md-lime-A700: #aeea00;
  --md-yellow-50: #fffde7;
  --md-yellow-100: #fff9c4;
  --md-yellow-200: #fff59d;
  --md-yellow-300: #fff176;
  --md-yellow-400: #ffee58;
  --md-yellow-500: #ffeb3b;
  --md-yellow-600: #fdd835;
  --md-yellow-700: #fbc02d;
  --md-yellow-800: #f9a825;
  --md-yellow-900: #f57f17;
  --md-yellow-A100: #ffff8d;
  --md-yellow-A200: #ff0;
  --md-yellow-A400: #ffea00;
  --md-yellow-A700: #ffd600;
  --md-amber-50: #fff8e1;
  --md-amber-100: #ffecb3;
  --md-amber-200: #ffe082;
  --md-amber-300: #ffd54f;
  --md-amber-400: #ffca28;
  --md-amber-500: #ffc107;
  --md-amber-600: #ffb300;
  --md-amber-700: #ffa000;
  --md-amber-800: #ff8f00;
  --md-amber-900: #ff6f00;
  --md-amber-A100: #ffe57f;
  --md-amber-A200: #ffd740;
  --md-amber-A400: #ffc400;
  --md-amber-A700: #ffab00;
  --md-orange-50: #fff3e0;
  --md-orange-100: #ffe0b2;
  --md-orange-200: #ffcc80;
  --md-orange-300: #ffb74d;
  --md-orange-400: #ffa726;
  --md-orange-500: #ff9800;
  --md-orange-600: #fb8c00;
  --md-orange-700: #f57c00;
  --md-orange-800: #ef6c00;
  --md-orange-900: #e65100;
  --md-orange-A100: #ffd180;
  --md-orange-A200: #ffab40;
  --md-orange-A400: #ff9100;
  --md-orange-A700: #ff6d00;
  --md-deep-orange-50: #fbe9e7;
  --md-deep-orange-100: #ffccbc;
  --md-deep-orange-200: #ffab91;
  --md-deep-orange-300: #ff8a65;
  --md-deep-orange-400: #ff7043;
  --md-deep-orange-500: #ff5722;
  --md-deep-orange-600: #f4511e;
  --md-deep-orange-700: #e64a19;
  --md-deep-orange-800: #d84315;
  --md-deep-orange-900: #bf360c;
  --md-deep-orange-A100: #ff9e80;
  --md-deep-orange-A200: #ff6e40;
  --md-deep-orange-A400: #ff3d00;
  --md-deep-orange-A700: #dd2c00;
  --md-brown-50: #efebe9;
  --md-brown-100: #d7ccc8;
  --md-brown-200: #bcaaa4;
  --md-brown-300: #a1887f;
  --md-brown-400: #8d6e63;
  --md-brown-500: #795548;
  --md-brown-600: #6d4c41;
  --md-brown-700: #5d4037;
  --md-brown-800: #4e342e;
  --md-brown-900: #3e2723;
  --md-grey-50: #fafafa;
  --md-grey-100: #f5f5f5;
  --md-grey-200: #eee;
  --md-grey-300: #e0e0e0;
  --md-grey-400: #bdbdbd;
  --md-grey-500: #9e9e9e;
  --md-grey-600: #757575;
  --md-grey-700: #616161;
  --md-grey-800: #424242;
  --md-grey-900: #212121;
  --md-blue-grey-50: #eceff1;
  --md-blue-grey-100: #cfd8dc;
  --md-blue-grey-200: #b0bec5;
  --md-blue-grey-300: #90a4ae;
  --md-blue-grey-400: #78909c;
  --md-blue-grey-500: #607d8b;
  --md-blue-grey-600: #546e7a;
  --md-blue-grey-700: #455a64;
  --md-blue-grey-800: #37474f;
  --md-blue-grey-900: #263238;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| RenderedText
|----------------------------------------------------------------------------*/

:root {
  /* This is the padding value to fill the gaps between lines containing spans with background color. */
  --jp-private-code-span-padding: calc(
    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
  );
}

.jp-RenderedText {
  text-align: left;
  padding-left: var(--jp-code-padding);
  line-height: var(--jp-code-line-height);
  font-family: var(--jp-code-font-family);
}

.jp-RenderedText pre,
.jp-RenderedJavaScript pre,
.jp-RenderedHTMLCommon pre {
  color: var(--jp-content-font-color1);
  font-size: var(--jp-code-font-size);
  border: none;
  margin: 0;
  padding: 0;
}

.jp-RenderedText pre a:link {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

.jp-RenderedText pre a:hover {
  text-decoration: underline;
  color: var(--jp-content-link-color);
}

.jp-RenderedText pre a:visited {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

/* console foregrounds and backgrounds */
.jp-RenderedText pre .ansi-black-fg {
  color: #3e424d;
}

.jp-RenderedText pre .ansi-red-fg {
  color: #e75c58;
}

.jp-RenderedText pre .ansi-green-fg {
  color: #00a250;
}

.jp-RenderedText pre .ansi-yellow-fg {
  color: #ddb62b;
}

.jp-RenderedText pre .ansi-blue-fg {
  color: #208ffb;
}

.jp-RenderedText pre .ansi-magenta-fg {
  color: #d160c4;
}

.jp-RenderedText pre .ansi-cyan-fg {
  color: #60c6c8;
}

.jp-RenderedText pre .ansi-white-fg {
  color: #c5c1b4;
}

.jp-RenderedText pre .ansi-black-bg {
  background-color: #3e424d;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-red-bg {
  background-color: #e75c58;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-green-bg {
  background-color: #00a250;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-yellow-bg {
  background-color: #ddb62b;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-blue-bg {
  background-color: #208ffb;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-magenta-bg {
  background-color: #d160c4;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-cyan-bg {
  background-color: #60c6c8;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-white-bg {
  background-color: #c5c1b4;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-black-intense-fg {
  color: #282c36;
}

.jp-RenderedText pre .ansi-red-intense-fg {
  color: #b22b31;
}

.jp-RenderedText pre .ansi-green-intense-fg {
  color: #007427;
}

.jp-RenderedText pre .ansi-yellow-intense-fg {
  color: #b27d12;
}

.jp-RenderedText pre .ansi-blue-intense-fg {
  color: #0065ca;
}

.jp-RenderedText pre .ansi-magenta-intense-fg {
  color: #a03196;
}

.jp-RenderedText pre .ansi-cyan-intense-fg {
  color: #258f8f;
}

.jp-RenderedText pre .ansi-white-intense-fg {
  color: #a1a6b2;
}

.jp-RenderedText pre .ansi-black-intense-bg {
  background-color: #282c36;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-red-intense-bg {
  background-color: #b22b31;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-green-intense-bg {
  background-color: #007427;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-yellow-intense-bg {
  background-color: #b27d12;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-blue-intense-bg {
  background-color: #0065ca;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-magenta-intense-bg {
  background-color: #a03196;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-cyan-intense-bg {
  background-color: #258f8f;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-white-intense-bg {
  background-color: #a1a6b2;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-default-inverse-fg {
  color: var(--jp-ui-inverse-font-color0);
}

.jp-RenderedText pre .ansi-default-inverse-bg {
  background-color: var(--jp-inverse-layout-color0);
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-bold {
  font-weight: bold;
}

.jp-RenderedText pre .ansi-underline {
  text-decoration: underline;
}

.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
  background: var(--jp-rendermime-error-background);
  padding-top: var(--jp-code-padding);
}

/*-----------------------------------------------------------------------------
| RenderedLatex
|----------------------------------------------------------------------------*/

.jp-RenderedLatex {
  color: var(--jp-content-font-color1);
  font-size: var(--jp-content-font-size1);
  line-height: var(--jp-content-line-height);
}

/* Left-justify outputs.*/
.jp-OutputArea-output.jp-RenderedLatex {
  padding: var(--jp-code-padding);
  text-align: left;
}

/*-----------------------------------------------------------------------------
| RenderedHTML
|----------------------------------------------------------------------------*/

.jp-RenderedHTMLCommon {
  color: var(--jp-content-font-color1);
  font-family: var(--jp-content-font-family);
  font-size: var(--jp-content-font-size1);
  line-height: var(--jp-content-line-height);

  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
  padding-right: 20px;
}

.jp-RenderedHTMLCommon em {
  font-style: italic;
}

.jp-RenderedHTMLCommon strong {
  font-weight: bold;
}

.jp-RenderedHTMLCommon u {
  text-decoration: underline;
}

.jp-RenderedHTMLCommon a:link {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

.jp-RenderedHTMLCommon a:hover {
  text-decoration: underline;
  color: var(--jp-content-link-color);
}

.jp-RenderedHTMLCommon a:visited {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

/* Headings */

.jp-RenderedHTMLCommon h1,
.jp-RenderedHTMLCommon h2,
.jp-RenderedHTMLCommon h3,
.jp-RenderedHTMLCommon h4,
.jp-RenderedHTMLCommon h5,
.jp-RenderedHTMLCommon h6 {
  line-height: var(--jp-content-heading-line-height);
  font-weight: var(--jp-content-heading-font-weight);
  font-style: normal;
  margin: var(--jp-content-heading-margin-top) 0
    var(--jp-content-heading-margin-bottom) 0;
}

.jp-RenderedHTMLCommon h1:first-child,
.jp-RenderedHTMLCommon h2:first-child,
.jp-RenderedHTMLCommon h3:first-child,
.jp-RenderedHTMLCommon h4:first-child,
.jp-RenderedHTMLCommon h5:first-child,
.jp-RenderedHTMLCommon h6:first-child {
  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
}

.jp-RenderedHTMLCommon h1:last-child,
.jp-RenderedHTMLCommon h2:last-child,
.jp-RenderedHTMLCommon h3:last-child,
.jp-RenderedHTMLCommon h4:last-child,
.jp-RenderedHTMLCommon h5:last-child,
.jp-RenderedHTMLCommon h6:last-child {
  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
}

.jp-RenderedHTMLCommon h1 {
  font-size: var(--jp-content-font-size5);
}

.jp-RenderedHTMLCommon h2 {
  font-size: var(--jp-content-font-size4);
}

.jp-RenderedHTMLCommon h3 {
  font-size: var(--jp-content-font-size3);
}

.jp-RenderedHTMLCommon h4 {
  font-size: var(--jp-content-font-size2);
}

.jp-RenderedHTMLCommon h5 {
  font-size: var(--jp-content-font-size1);
}

.jp-RenderedHTMLCommon h6 {
  font-size: var(--jp-content-font-size0);
}

/* Lists */

/* stylelint-disable selector-max-type, selector-max-compound-selectors */

.jp-RenderedHTMLCommon ul:not(.list-inline),
.jp-RenderedHTMLCommon ol:not(.list-inline) {
  padding-left: 2em;
}

.jp-RenderedHTMLCommon ul {
  list-style: disc;
}

.jp-RenderedHTMLCommon ul ul {
  list-style: square;
}

.jp-RenderedHTMLCommon ul ul ul {
  list-style: circle;
}

.jp-RenderedHTMLCommon ol {
  list-style: decimal;
}

.jp-RenderedHTMLCommon ol ol {
  list-style: upper-alpha;
}

.jp-RenderedHTMLCommon ol ol ol {
  list-style: lower-alpha;
}

.jp-RenderedHTMLCommon ol ol ol ol {
  list-style: lower-roman;
}

.jp-RenderedHTMLCommon ol ol ol ol ol {
  list-style: decimal;
}

.jp-RenderedHTMLCommon ol,
.jp-RenderedHTMLCommon ul {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon ul ul,
.jp-RenderedHTMLCommon ul ol,
.jp-RenderedHTMLCommon ol ul,
.jp-RenderedHTMLCommon ol ol {
  margin-bottom: 0;
}

/* stylelint-enable selector-max-type, selector-max-compound-selectors */

.jp-RenderedHTMLCommon hr {
  color: var(--jp-border-color2);
  background-color: var(--jp-border-color1);
  margin-top: 1em;
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon > pre {
  margin: 1.5em 2em;
}

.jp-RenderedHTMLCommon pre,
.jp-RenderedHTMLCommon code {
  border: 0;
  background-color: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
  font-family: var(--jp-code-font-family);
  font-size: inherit;
  line-height: var(--jp-code-line-height);
  padding: 0;
  white-space: pre-wrap;
}

.jp-RenderedHTMLCommon :not(pre) > code {
  background-color: var(--jp-layout-color2);
  padding: 1px 5px;
}

/* Tables */

.jp-RenderedHTMLCommon table {
  border-collapse: collapse;
  border-spacing: 0;
  border: none;
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
  table-layout: fixed;
  margin-left: auto;
  margin-bottom: 1em;
  margin-right: auto;
}

.jp-RenderedHTMLCommon thead {
  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
  vertical-align: bottom;
}

.jp-RenderedHTMLCommon td,
.jp-RenderedHTMLCommon th,
.jp-RenderedHTMLCommon tr {
  vertical-align: middle;
  padding: 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}

.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
  max-width: none;
}

:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
  text-align: right;
}

.jp-RenderedHTMLCommon th {
  font-weight: bold;
}

.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
  background: var(--jp-layout-color0);
}

.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
  background: var(--jp-rendermime-table-row-background);
}

.jp-RenderedHTMLCommon tbody tr:hover {
  background: var(--jp-rendermime-table-row-hover-background);
}

.jp-RenderedHTMLCommon p {
  text-align: left;
  margin: 0;
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon img {
  -moz-force-broken-image-icon: 1;
}

/* Restrict to direct children as other images could be nested in other content. */
.jp-RenderedHTMLCommon > img {
  display: block;
  margin-left: 0;
  margin-right: 0;
  margin-bottom: 1em;
}

/* Change color behind transparent images if they need it... */
[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
  background-color: var(--jp-inverse-layout-color1);
}

[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
  background-color: var(--jp-inverse-layout-color1);
}

.jp-RenderedHTMLCommon img,
.jp-RenderedImage img,
.jp-RenderedHTMLCommon svg,
.jp-RenderedSVG svg {
  max-width: 100%;
  height: auto;
}

.jp-RenderedHTMLCommon img.jp-mod-unconfined,
.jp-RenderedImage img.jp-mod-unconfined,
.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
.jp-RenderedSVG svg.jp-mod-unconfined {
  max-width: none;
}

.jp-RenderedHTMLCommon .alert {
  padding: var(--jp-notebook-padding);
  border: var(--jp-border-width) solid transparent;
  border-radius: var(--jp-border-radius);
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon .alert-info {
  color: var(--jp-info-color0);
  background-color: var(--jp-info-color3);
  border-color: var(--jp-info-color2);
}

.jp-RenderedHTMLCommon .alert-info hr {
  border-color: var(--jp-info-color3);
}

.jp-RenderedHTMLCommon .alert-info > p:last-child,
.jp-RenderedHTMLCommon .alert-info > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-warning {
  color: var(--jp-warn-color0);
  background-color: var(--jp-warn-color3);
  border-color: var(--jp-warn-color2);
}

.jp-RenderedHTMLCommon .alert-warning hr {
  border-color: var(--jp-warn-color3);
}

.jp-RenderedHTMLCommon .alert-warning > p:last-child,
.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-success {
  color: var(--jp-success-color0);
  background-color: var(--jp-success-color3);
  border-color: var(--jp-success-color2);
}

.jp-RenderedHTMLCommon .alert-success hr {
  border-color: var(--jp-success-color3);
}

.jp-RenderedHTMLCommon .alert-success > p:last-child,
.jp-RenderedHTMLCommon .alert-success > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-danger {
  color: var(--jp-error-color0);
  background-color: var(--jp-error-color3);
  border-color: var(--jp-error-color2);
}

.jp-RenderedHTMLCommon .alert-danger hr {
  border-color: var(--jp-error-color3);
}

.jp-RenderedHTMLCommon .alert-danger > p:last-child,
.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon blockquote {
  margin: 1em 2em;
  padding: 0 1em;
  border-left: 5px solid var(--jp-border-color2);
}

a.jp-InternalAnchorLink {
  visibility: hidden;
  margin-left: 8px;
  color: var(--md-blue-800);
}

h1:hover .jp-InternalAnchorLink,
h2:hover .jp-InternalAnchorLink,
h3:hover .jp-InternalAnchorLink,
h4:hover .jp-InternalAnchorLink,
h5:hover .jp-InternalAnchorLink,
h6:hover .jp-InternalAnchorLink {
  visibility: visible;
}

.jp-RenderedHTMLCommon kbd {
  background-color: var(--jp-rendermime-table-row-background);
  border: 1px solid var(--jp-border-color0);
  border-bottom-color: var(--jp-border-color2);
  border-radius: 3px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
  display: inline-block;
  font-size: var(--jp-ui-font-size0);
  line-height: 1em;
  padding: 0.2em 0.5em;
}

/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
 * At the bottom of cells this is a bit too much as there is also spacing
 * between cells. Going all the way to 0 gets too tight between markdown and
 * code cells.
 */
.jp-RenderedHTMLCommon > *:last-child {
  margin-bottom: 0.5em;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

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

.lm-cursor-backdrop {
  position: fixed;
  width: 200px;
  height: 200px;
  margin-top: -100px;
  margin-left: -100px;
  will-change: transform;
  z-index: 100;
}

.lm-mod-drag-image {
  will-change: transform;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

.jp-lineFormSearch {
  padding: 4px 12px;
  background-color: var(--jp-layout-color2);
  box-shadow: var(--jp-toolbar-box-shadow);
  z-index: 2;
  font-size: var(--jp-ui-font-size1);
}

.jp-lineFormCaption {
  font-size: var(--jp-ui-font-size0);
  line-height: var(--jp-ui-font-size1);
  margin-top: 4px;
  color: var(--jp-ui-font-color0);
}

.jp-baseLineForm {
  border: none;
  border-radius: 0;
  position: absolute;
  background-size: 16px;
  background-repeat: no-repeat;
  background-position: center;
  outline: none;
}

.jp-lineFormButtonContainer {
  top: 4px;
  right: 8px;
  height: 24px;
  padding: 0 12px;
  width: 12px;
}

.jp-lineFormButtonIcon {
  top: 0;
  right: 0;
  background-color: var(--jp-brand-color1);
  height: 100%;
  width: 100%;
  box-sizing: border-box;
  padding: 4px 6px;
}

.jp-lineFormButton {
  top: 0;
  right: 0;
  background-color: transparent;
  height: 100%;
  width: 100%;
  box-sizing: border-box;
}

.jp-lineFormWrapper {
  overflow: hidden;
  padding: 0 8px;
  border: 1px solid var(--jp-border-color0);
  background-color: var(--jp-input-active-background);
  height: 22px;
}

.jp-lineFormWrapperFocusWithin {
  border: var(--jp-border-width) solid var(--md-blue-500);
  box-shadow: inset 0 0 4px var(--md-blue-300);
}

.jp-lineFormInput {
  background: transparent;
  width: 200px;
  height: 100%;
  border: none;
  outline: none;
  color: var(--jp-ui-font-color0);
  line-height: 28px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-JSONEditor {
  display: flex;
  flex-direction: column;
  width: 100%;
}

.jp-JSONEditor-host {
  flex: 1 1 auto;
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  border-radius: 0;
  background: var(--jp-layout-color0);
  min-height: 50px;
  padding: 1px;
}

.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
  border-color: red;
  outline-color: red;
}

.jp-JSONEditor-header {
  display: flex;
  flex: 1 0 auto;
  padding: 0 0 0 12px;
}

.jp-JSONEditor-header label {
  flex: 0 0 auto;
}

.jp-JSONEditor-commitButton {
  height: 16px;
  width: 16px;
  background-size: 18px;
  background-repeat: no-repeat;
  background-position: center;
}

.jp-JSONEditor-host.jp-mod-focused {
  background-color: var(--jp-input-active-background);
  border: 1px solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
}

.jp-Editor.jp-mod-dropTarget {
  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-DocumentSearch-input {
  border: none;
  outline: none;
  color: var(--jp-ui-font-color0);
  font-size: var(--jp-ui-font-size1);
  background-color: var(--jp-layout-color0);
  font-family: var(--jp-ui-font-family);
  padding: 2px 1px;
  resize: none;
}

.jp-DocumentSearch-overlay {
  position: absolute;
  background-color: var(--jp-toolbar-background);
  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  border-left: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  top: 0;
  right: 0;
  z-index: 7;
  min-width: 405px;
  padding: 2px;
  font-size: var(--jp-ui-font-size1);

  --jp-private-document-search-button-height: 20px;
}

.jp-DocumentSearch-overlay button {
  background-color: var(--jp-toolbar-background);
  outline: 0;
}

.jp-DocumentSearch-overlay button:hover {
  background-color: var(--jp-layout-color2);
}

.jp-DocumentSearch-overlay button:active {
  background-color: var(--jp-layout-color3);
}

.jp-DocumentSearch-overlay-row {
  display: flex;
  align-items: center;
  margin-bottom: 2px;
}

.jp-DocumentSearch-button-content {
  display: inline-block;
  cursor: pointer;
  box-sizing: border-box;
  width: 100%;
  height: 100%;
}

.jp-DocumentSearch-button-content svg {
  width: 100%;
  height: 100%;
}

.jp-DocumentSearch-input-wrapper {
  border: var(--jp-border-width) solid var(--jp-border-color0);
  display: flex;
  background-color: var(--jp-layout-color0);
  margin: 2px;
}

.jp-DocumentSearch-input-wrapper:focus-within {
  border-color: var(--jp-cell-editor-active-border-color);
}

.jp-DocumentSearch-toggle-wrapper,
.jp-DocumentSearch-button-wrapper {
  all: initial;
  overflow: hidden;
  display: inline-block;
  border: none;
  box-sizing: border-box;
}

.jp-DocumentSearch-toggle-wrapper {
  width: 14px;
  height: 14px;
}

.jp-DocumentSearch-button-wrapper {
  width: var(--jp-private-document-search-button-height);
  height: var(--jp-private-document-search-button-height);
}

.jp-DocumentSearch-toggle-wrapper:focus,
.jp-DocumentSearch-button-wrapper:focus {
  outline: var(--jp-border-width) solid
    var(--jp-cell-editor-active-border-color);
  outline-offset: -1px;
}

.jp-DocumentSearch-toggle-wrapper,
.jp-DocumentSearch-button-wrapper,
.jp-DocumentSearch-button-content:focus {
  outline: none;
}

.jp-DocumentSearch-toggle-placeholder {
  width: 5px;
}

.jp-DocumentSearch-input-button::before {
  display: block;
  padding-top: 100%;
}

.jp-DocumentSearch-input-button-off {
  opacity: var(--jp-search-toggle-off-opacity);
}

.jp-DocumentSearch-input-button-off:hover {
  opacity: var(--jp-search-toggle-hover-opacity);
}

.jp-DocumentSearch-input-button-on {
  opacity: var(--jp-search-toggle-on-opacity);
}

.jp-DocumentSearch-index-counter {
  padding-left: 10px;
  padding-right: 10px;
  user-select: none;
  min-width: 35px;
  display: inline-block;
}

.jp-DocumentSearch-up-down-wrapper {
  display: inline-block;
  padding-right: 2px;
  margin-left: auto;
  white-space: nowrap;
}

.jp-DocumentSearch-spacer {
  margin-left: auto;
}

.jp-DocumentSearch-up-down-wrapper button {
  outline: 0;
  border: none;
  width: var(--jp-private-document-search-button-height);
  height: var(--jp-private-document-search-button-height);
  vertical-align: middle;
  margin: 1px 5px 2px;
}

.jp-DocumentSearch-up-down-button:hover {
  background-color: var(--jp-layout-color2);
}

.jp-DocumentSearch-up-down-button:active {
  background-color: var(--jp-layout-color3);
}

.jp-DocumentSearch-filter-button {
  border-radius: var(--jp-border-radius);
}

.jp-DocumentSearch-filter-button:hover {
  background-color: var(--jp-layout-color2);
}

.jp-DocumentSearch-filter-button-enabled {
  background-color: var(--jp-layout-color2);
}

.jp-DocumentSearch-filter-button-enabled:hover {
  background-color: var(--jp-layout-color3);
}

.jp-DocumentSearch-search-options {
  padding: 0 8px;
  margin-left: 3px;
  width: 100%;
  display: grid;
  justify-content: start;
  grid-template-columns: 1fr 1fr;
  align-items: center;
  justify-items: stretch;
}

.jp-DocumentSearch-search-filter-disabled {
  color: var(--jp-ui-font-color2);
}

.jp-DocumentSearch-search-filter {
  display: flex;
  align-items: center;
  user-select: none;
}

.jp-DocumentSearch-regex-error {
  color: var(--jp-error-color0);
}

.jp-DocumentSearch-replace-button-wrapper {
  overflow: hidden;
  display: inline-block;
  box-sizing: border-box;
  border: var(--jp-border-width) solid var(--jp-border-color0);
  margin: auto 2px;
  padding: 1px 4px;
  height: calc(var(--jp-private-document-search-button-height) + 2px);
}

.jp-DocumentSearch-replace-button-wrapper:focus {
  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
}

.jp-DocumentSearch-replace-button {
  display: inline-block;
  text-align: center;
  cursor: pointer;
  box-sizing: border-box;
  color: var(--jp-ui-font-color1);

  /* height - 2 * (padding of wrapper) */
  line-height: calc(var(--jp-private-document-search-button-height) - 2px);
  width: 100%;
  height: 100%;
}

.jp-DocumentSearch-replace-button:focus {
  outline: none;
}

.jp-DocumentSearch-replace-wrapper-class {
  margin-left: 14px;
  display: flex;
}

.jp-DocumentSearch-replace-toggle {
  border: none;
  background-color: var(--jp-toolbar-background);
  border-radius: var(--jp-border-radius);
}

.jp-DocumentSearch-replace-toggle:hover {
  background-color: var(--jp-layout-color2);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.cm-editor {
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  font-family: var(--jp-code-font-family);
  border: 0;
  border-radius: 0;
  height: auto;

  /* Changed to auto to autogrow */
}

.cm-editor pre {
  padding: 0 var(--jp-code-padding);
}

.jp-CodeMirrorEditor[data-type='inline'] .cm-dialog {
  background-color: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
}

.jp-CodeMirrorEditor {
  cursor: text;
}

/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
    border-left: var(--jp-code-cursor-width1) solid
      var(--jp-editor-cursor-color);
  }
}

/* When zoomed out less than 33% */
@media screen and (min-width: 4320px) {
  .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
    border-left: var(--jp-code-cursor-width2) solid
      var(--jp-editor-cursor-color);
  }
}

.cm-editor.jp-mod-readOnly .cm-cursor {
  display: none;
}

.jp-CollaboratorCursor {
  border-left: 5px solid transparent;
  border-right: 5px solid transparent;
  border-top: none;
  border-bottom: 3px solid;
  background-clip: content-box;
  margin-left: -5px;
  margin-right: -5px;
}

.cm-searching,
.cm-searching span {
  /* `.cm-searching span`: we need to override syntax highlighting */
  background-color: var(--jp-search-unselected-match-background-color);
  color: var(--jp-search-unselected-match-color);
}

.cm-searching::selection,
.cm-searching span::selection {
  background-color: var(--jp-search-unselected-match-background-color);
  color: var(--jp-search-unselected-match-color);
}

.jp-current-match > .cm-searching,
.jp-current-match > .cm-searching span,
.cm-searching > .jp-current-match,
.cm-searching > .jp-current-match span {
  background-color: var(--jp-search-selected-match-background-color);
  color: var(--jp-search-selected-match-color);
}

.jp-current-match > .cm-searching::selection,
.cm-searching > .jp-current-match::selection,
.jp-current-match > .cm-searching span::selection {
  background-color: var(--jp-search-selected-match-background-color);
  color: var(--jp-search-selected-match-color);
}

.cm-trailingspace {
  background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0/+pk9P/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ/SY80UAAAAASUVORK5CYII=);
  background-position: center left;
  background-repeat: repeat-x;
}

.jp-CollaboratorCursor-hover {
  position: absolute;
  z-index: 1;
  transform: translateX(-50%);
  color: white;
  border-radius: 3px;
  padding-left: 4px;
  padding-right: 4px;
  padding-top: 1px;
  padding-bottom: 1px;
  text-align: center;
  font-size: var(--jp-ui-font-size1);
  white-space: nowrap;
}

.jp-CodeMirror-ruler {
  border-left: 1px dashed var(--jp-border-color2);
}

/* Styles for shared cursors (remote cursor locations and selected ranges) */
.jp-CodeMirrorEditor .cm-ySelectionCaret {
  position: relative;
  border-left: 1px solid black;
  margin-left: -1px;
  margin-right: -1px;
  box-sizing: border-box;
}

.jp-CodeMirrorEditor .cm-ySelectionCaret > .cm-ySelectionInfo {
  white-space: nowrap;
  position: absolute;
  top: -1.15em;
  padding-bottom: 0.05em;
  left: -1px;
  font-size: 0.95em;
  font-family: var(--jp-ui-font-family);
  font-weight: bold;
  line-height: normal;
  user-select: none;
  color: white;
  padding-left: 2px;
  padding-right: 2px;
  z-index: 101;
  transition: opacity 0.3s ease-in-out;
}

.jp-CodeMirrorEditor .cm-ySelectionInfo {
  transition-delay: 0.7s;
  opacity: 0;
}

.jp-CodeMirrorEditor .cm-ySelectionCaret:hover > .cm-ySelectionInfo {
  opacity: 1;
  transition-delay: 0s;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-MimeDocument {
  outline: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-filebrowser-button-height: 28px;
  --jp-private-filebrowser-button-width: 48px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-FileBrowser .jp-SidePanel-content {
  display: flex;
  flex-direction: column;
}

.jp-FileBrowser-toolbar.jp-Toolbar {
  flex-wrap: wrap;
  row-gap: 12px;
  border-bottom: none;
  height: auto;
  margin: 8px 12px 0;
  box-shadow: none;
  padding: 0;
  justify-content: flex-start;
}

.jp-FileBrowser-Panel {
  flex: 1 1 auto;
  display: flex;
  flex-direction: column;
}

.jp-BreadCrumbs {
  flex: 0 0 auto;
  margin: 8px 12px;
}

.jp-BreadCrumbs-item {
  margin: 0 2px;
  padding: 0 2px;
  border-radius: var(--jp-border-radius);
  cursor: pointer;
}

.jp-BreadCrumbs-item:hover {
  background-color: var(--jp-layout-color2);
}

.jp-BreadCrumbs-item:first-child {
  margin-left: 0;
}

.jp-BreadCrumbs-item.jp-mod-dropTarget {
  background-color: var(--jp-brand-color2);
  opacity: 0.7;
}

/*-----------------------------------------------------------------------------
| Buttons
|----------------------------------------------------------------------------*/

.jp-FileBrowser-toolbar > .jp-Toolbar-item {
  flex: 0 0 auto;
  padding-left: 0;
  padding-right: 2px;
  align-items: center;
  height: unset;
}

.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent {
  width: 40px;
}

/*-----------------------------------------------------------------------------
| Other styles
|----------------------------------------------------------------------------*/

.jp-FileDialog.jp-mod-conflict input {
  color: var(--jp-error-color1);
}

.jp-FileDialog .jp-new-name-title {
  margin-top: 12px;
}

.jp-LastModified-hidden {
  display: none;
}

.jp-FileSize-hidden {
  display: none;
}

.jp-FileBrowser .lm-AccordionPanel > h3:first-child {
  display: none;
}

/*-----------------------------------------------------------------------------
| DirListing
|----------------------------------------------------------------------------*/

.jp-DirListing {
  flex: 1 1 auto;
  display: flex;
  flex-direction: column;
  outline: 0;
}

.jp-DirListing-header {
  flex: 0 0 auto;
  display: flex;
  flex-direction: row;
  align-items: center;
  overflow: hidden;
  border-top: var(--jp-border-width) solid var(--jp-border-color2);
  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
  box-shadow: var(--jp-toolbar-box-shadow);
  z-index: 2;
}

.jp-DirListing-headerItem {
  padding: 4px 12px 2px;
  font-weight: 500;
}

.jp-DirListing-headerItem:hover {
  background: var(--jp-layout-color2);
}

.jp-DirListing-headerItem.jp-id-name {
  flex: 1 0 84px;
}

.jp-DirListing-headerItem.jp-id-modified {
  flex: 0 0 112px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
}

.jp-DirListing-headerItem.jp-id-filesize {
  flex: 0 0 75px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
}

.jp-id-narrow {
  display: none;
  flex: 0 0 5px;
  padding: 4px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
  color: var(--jp-border-color2);
}

.jp-DirListing-narrow .jp-id-narrow {
  display: block;
}

.jp-DirListing-narrow .jp-id-modified,
.jp-DirListing-narrow .jp-DirListing-itemModified {
  display: none;
}

.jp-DirListing-headerItem.jp-mod-selected {
  font-weight: 600;
}

/* increase specificity to override bundled default */
.jp-DirListing-content {
  flex: 1 1 auto;
  margin: 0;
  padding: 0;
  list-style-type: none;
  overflow: auto;
  background-color: var(--jp-layout-color1);
}

.jp-DirListing-content mark {
  color: var(--jp-ui-font-color0);
  background-color: transparent;
  font-weight: bold;
}

.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
  color: var(--jp-ui-inverse-font-color0);
}

/* Style the directory listing content when a user drops a file to upload */
.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
  outline: 5px dashed rgba(128, 128, 128, 0.5);
  outline-offset: -10px;
  cursor: copy;
}

.jp-DirListing-item {
  display: flex;
  flex-direction: row;
  align-items: center;
  padding: 4px 12px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.jp-DirListing-checkboxWrapper {
  /* Increases hit area of checkbox. */
  padding: 4px;
}

.jp-DirListing-header
  .jp-DirListing-checkboxWrapper
  + .jp-DirListing-headerItem {
  padding-left: 4px;
}

.jp-DirListing-content .jp-DirListing-checkboxWrapper {
  position: relative;
  left: -4px;
  margin: -4px 0 -4px -8px;
}

.jp-DirListing-checkboxWrapper.jp-mod-visible {
  visibility: visible;
}

/* For devices that support hovering, hide checkboxes until hovered, selected...
*/
@media (hover: hover) {
  .jp-DirListing-checkboxWrapper {
    visibility: hidden;
  }

  .jp-DirListing-item:hover .jp-DirListing-checkboxWrapper,
  .jp-DirListing-item.jp-mod-selected .jp-DirListing-checkboxWrapper {
    visibility: visible;
  }
}

.jp-DirListing-item[data-is-dot] {
  opacity: 75%;
}

.jp-DirListing-item.jp-mod-selected {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.jp-DirListing-item.jp-mod-dropTarget {
  background: var(--jp-brand-color3);
}

.jp-DirListing-item:hover:not(.jp-mod-selected) {
  background: var(--jp-layout-color2);
}

.jp-DirListing-itemIcon {
  flex: 0 0 20px;
  margin-right: 4px;
}

.jp-DirListing-itemText {
  flex: 1 0 64px;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  user-select: none;
}

.jp-DirListing-itemText:focus {
  outline-width: 2px;
  outline-color: var(--jp-inverse-layout-color1);
  outline-style: solid;
  outline-offset: 1px;
}

.jp-DirListing-item.jp-mod-selected .jp-DirListing-itemText:focus {
  outline-color: var(--jp-layout-color1);
}

.jp-DirListing-itemModified {
  flex: 0 0 125px;
  text-align: right;
}

.jp-DirListing-itemFileSize {
  flex: 0 0 90px;
  text-align: right;
}

.jp-DirListing-editor {
  flex: 1 0 64px;
  outline: none;
  border: none;
  color: var(--jp-ui-font-color1);
  background-color: var(--jp-layout-color1);
}

.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon::before {
  color: var(--jp-success-color1);
  content: '\25CF';
  font-size: 8px;
  position: absolute;
  left: -8px;
}

.jp-DirListing-item.jp-mod-running.jp-mod-selected
  .jp-DirListing-itemIcon::before {
  color: var(--jp-ui-inverse-font-color1);
}

.jp-DirListing-item.lm-mod-drag-image,
.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
  font-size: var(--jp-ui-font-size1);
  padding-left: 4px;
  margin-left: 4px;
  width: 160px;
  background-color: var(--jp-ui-inverse-font-color2);
  box-shadow: var(--jp-elevation-z2);
  border-radius: 0;
  color: var(--jp-ui-font-color1);
  transform: translateX(-40%) translateY(-58%);
}

.jp-Document {
  min-width: 120px;
  min-height: 120px;
  outline: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Main OutputArea
| OutputArea has a list of Outputs
|----------------------------------------------------------------------------*/

.jp-OutputArea {
  overflow-y: auto;
}

.jp-OutputArea-child {
  display: table;
  table-layout: fixed;
  width: 100%;
  overflow: hidden;
}

.jp-OutputPrompt {
  width: var(--jp-cell-prompt-width);
  color: var(--jp-cell-outprompt-font-color);
  font-family: var(--jp-cell-prompt-font-family);
  padding: var(--jp-code-padding);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
  opacity: var(--jp-cell-prompt-opacity);

  /* Right align prompt text, don't wrap to handle large prompt numbers */
  text-align: right;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;

  /* Disable text selection */
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.jp-OutputArea-prompt {
  display: table-cell;
  vertical-align: top;
}

.jp-OutputArea-output {
  display: table-cell;
  width: 100%;
  height: auto;
  overflow: auto;
  user-select: text;
  -moz-user-select: text;
  -webkit-user-select: text;
  -ms-user-select: text;
}

.jp-OutputArea .jp-RenderedText {
  padding-left: 1ch;
}

/**
 * Prompt overlay.
 */

.jp-OutputArea-promptOverlay {
  position: absolute;
  top: 0;
  width: var(--jp-cell-prompt-width);
  height: 100%;
  opacity: 0.5;
}

.jp-OutputArea-promptOverlay:hover {
  background: var(--jp-layout-color2);
  box-shadow: inset 0 0 1px var(--jp-inverse-layout-color0);
  cursor: zoom-out;
}

.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay:hover {
  cursor: zoom-in;
}

/**
 * Isolated output.
 */
.jp-OutputArea-output.jp-mod-isolated {
  width: 100%;
  display: block;
}

/*
When drag events occur, `lm-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
  position: relative;
}

body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated::before {
  content: '';
  position: absolute;
  top: 0;
  left: 0;
  right: 0;
  bottom: 0;
  background: transparent;
}

/* pre */

.jp-OutputArea-output pre {
  border: none;
  margin: 0;
  padding: 0;
  overflow-x: auto;
  overflow-y: auto;
  word-break: break-all;
  word-wrap: break-word;
  white-space: pre-wrap;
}

/* tables */

.jp-OutputArea-output.jp-RenderedHTMLCommon table {
  margin-left: 0;
  margin-right: 0;
}

/* description lists */

.jp-OutputArea-output dl,
.jp-OutputArea-output dt,
.jp-OutputArea-output dd {
  display: block;
}

.jp-OutputArea-output dl {
  width: 100%;
  overflow: hidden;
  padding: 0;
  margin: 0;
}

.jp-OutputArea-output dt {
  font-weight: bold;
  float: left;
  width: 20%;
  padding: 0;
  margin: 0;
}

.jp-OutputArea-output dd {
  float: left;
  width: 80%;
  padding: 0;
  margin: 0;
}

.jp-TrimmedOutputs pre {
  background: var(--jp-layout-color3);
  font-size: calc(var(--jp-code-font-size) * 1.4);
  text-align: center;
  text-transform: uppercase;
}

/* Hide the gutter in case of
 *  - nested output areas (e.g. in the case of output widgets)
 *  - mirrored output areas
 */
.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
  display: none;
}

/* Hide empty lines in the output area, for instance due to cleared widgets */
.jp-OutputArea-prompt:empty {
  padding: 0;
  border: 0;
}

/*-----------------------------------------------------------------------------
| executeResult is added to any Output-result for the display of the object
| returned by a cell
|----------------------------------------------------------------------------*/

.jp-OutputArea-output.jp-OutputArea-executeResult {
  margin-left: 0;
  width: 100%;
}

/* Text output with the Out[] prompt needs a top padding to match the
 * alignment of the Out[] prompt itself.
 */
.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
  padding-top: var(--jp-code-padding);
  border-top: var(--jp-border-width) solid transparent;
}

/*-----------------------------------------------------------------------------
| The Stdin output
|----------------------------------------------------------------------------*/

.jp-Stdin-prompt {
  color: var(--jp-content-font-color0);
  padding-right: var(--jp-code-padding);
  vertical-align: baseline;
  flex: 0 0 auto;
}

.jp-Stdin-input {
  font-family: var(--jp-code-font-family);
  font-size: inherit;
  color: inherit;
  background-color: inherit;
  width: 42%;
  min-width: 200px;

  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;

  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0 0.25em;
  margin: 0 0.25em;
  flex: 0 0 70%;
}

.jp-Stdin-input::placeholder {
  opacity: 0;
}

.jp-Stdin-input:focus {
  box-shadow: none;
}

.jp-Stdin-input:focus::placeholder {
  opacity: 1;
}

/*-----------------------------------------------------------------------------
| Output Area View
|----------------------------------------------------------------------------*/

.jp-LinkedOutputView .jp-OutputArea {
  height: 100%;
  display: block;
}

.jp-LinkedOutputView .jp-OutputArea-output:only-child {
  height: 100%;
}

/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/

@media print {
  .jp-OutputArea-child {
    break-inside: avoid-page;
  }
}

/*-----------------------------------------------------------------------------
| Mobile
|----------------------------------------------------------------------------*/
@media only screen and (max-width: 760px) {
  .jp-OutputPrompt {
    display: table-row;
    text-align: left;
  }

  .jp-OutputArea-child .jp-OutputArea-output {
    display: table-row;
    margin-left: var(--jp-notebook-padding);
  }
}

/* Trimmed outputs warning */
.jp-TrimmedOutputs > a {
  margin: 10px;
  text-decoration: none;
  cursor: pointer;
}

.jp-TrimmedOutputs > a:hover {
  text-decoration: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Table of Contents
|----------------------------------------------------------------------------*/

:root {
  --jp-private-toc-active-width: 4px;
}

.jp-TableOfContents {
  display: flex;
  flex-direction: column;
  background: var(--jp-layout-color1);
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
  height: 100%;
}

.jp-TableOfContents-placeholder {
  text-align: center;
}

.jp-TableOfContents-placeholderContent {
  color: var(--jp-content-font-color2);
  padding: 8px;
}

.jp-TableOfContents-placeholderContent > h3 {
  margin-bottom: var(--jp-content-heading-margin-bottom);
}

.jp-TableOfContents .jp-SidePanel-content {
  overflow-y: auto;
}

.jp-TableOfContents-tree {
  margin: 4px;
}

.jp-TableOfContents ol {
  list-style-type: none;
}

/* stylelint-disable-next-line selector-max-type */
.jp-TableOfContents li > ol {
  /* Align left border with triangle icon center */
  padding-left: 11px;
}

.jp-TableOfContents-content {
  /* left margin for the active heading indicator */
  margin: 0 0 0 var(--jp-private-toc-active-width);
  padding: 0;
  background-color: var(--jp-layout-color1);
}

.jp-tocItem {
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.jp-tocItem-heading {
  display: flex;
  cursor: pointer;
}

.jp-tocItem-heading:hover {
  background-color: var(--jp-layout-color2);
}

.jp-tocItem-content {
  display: block;
  padding: 4px 0;
  white-space: nowrap;
  text-overflow: ellipsis;
  overflow-x: hidden;
}

.jp-tocItem-collapser {
  height: 20px;
  margin: 2px 2px 0;
  padding: 0;
  background: none;
  border: none;
  cursor: pointer;
}

.jp-tocItem-collapser:hover {
  background-color: var(--jp-layout-color3);
}

/* Active heading indicator */

.jp-tocItem-heading::before {
  content: ' ';
  background: transparent;
  width: var(--jp-private-toc-active-width);
  height: 24px;
  position: absolute;
  left: 0;
  border-radius: var(--jp-border-radius);
}

.jp-tocItem-heading.jp-tocItem-active::before {
  background-color: var(--jp-brand-color1);
}

.jp-tocItem-heading:hover.jp-tocItem-active::before {
  background: var(--jp-brand-color0);
  opacity: 1;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Collapser {
  flex: 0 0 var(--jp-cell-collapser-width);
  padding: 0;
  margin: 0;
  border: none;
  outline: none;
  background: transparent;
  border-radius: var(--jp-border-radius);
  opacity: 1;
}

.jp-Collapser-child {
  display: block;
  width: 100%;
  box-sizing: border-box;

  /* height: 100% doesn't work because the height of its parent is computed from content */
  position: absolute;
  top: 0;
  bottom: 0;
}

/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/

/*
Hiding collapsers in print mode.

Note: input and output wrappers have "display: block" propery in print mode.
*/

@media print {
  .jp-Collapser {
    display: none;
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Header/Footer
|----------------------------------------------------------------------------*/

/* Hidden by zero height by default */
.jp-CellHeader,
.jp-CellFooter {
  height: 0;
  width: 100%;
  padding: 0;
  margin: 0;
  border: none;
  outline: none;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Input
|----------------------------------------------------------------------------*/

/* All input areas */
.jp-InputArea {
  display: table;
  table-layout: fixed;
  width: 100%;
  overflow: hidden;
}

.jp-InputArea-editor {
  display: table-cell;
  overflow: hidden;
  vertical-align: top;

  /* This is the non-active, default styling */
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  border-radius: 0;
  background: var(--jp-cell-editor-background);
}

.jp-InputPrompt {
  display: table-cell;
  vertical-align: top;
  width: var(--jp-cell-prompt-width);
  color: var(--jp-cell-inprompt-font-color);
  font-family: var(--jp-cell-prompt-font-family);
  padding: var(--jp-code-padding);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  opacity: var(--jp-cell-prompt-opacity);
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;

  /* Right align prompt text, don't wrap to handle large prompt numbers */
  text-align: right;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;

  /* Disable text selection */
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

/*-----------------------------------------------------------------------------
| Mobile
|----------------------------------------------------------------------------*/
@media only screen and (max-width: 760px) {
  .jp-InputArea-editor {
    display: table-row;
    margin-left: var(--jp-notebook-padding);
  }

  .jp-InputPrompt {
    display: table-row;
    text-align: left;
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/

.jp-Placeholder {
  display: table;
  table-layout: fixed;
  width: 100%;
}

.jp-Placeholder-prompt {
  display: table-cell;
  box-sizing: border-box;
}

.jp-Placeholder-content {
  display: table-cell;
  padding: 4px 6px;
  border: 1px solid transparent;
  border-radius: 0;
  background: none;
  box-sizing: border-box;
  cursor: pointer;
}

.jp-Placeholder-contentContainer {
  display: flex;
}

.jp-Placeholder-content:hover,
.jp-InputPlaceholder > .jp-Placeholder-content:hover {
  border-color: var(--jp-layout-color3);
}

.jp-Placeholder-content .jp-MoreHorizIcon {
  width: 32px;
  height: 16px;
  border: 1px solid transparent;
  border-radius: var(--jp-border-radius);
}

.jp-Placeholder-content .jp-MoreHorizIcon:hover {
  border: 1px solid var(--jp-border-color1);
  box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.25);
  background-color: var(--jp-layout-color0);
}

.jp-PlaceholderText {
  white-space: nowrap;
  overflow-x: hidden;
  color: var(--jp-inverse-layout-color3);
  font-family: var(--jp-code-font-family);
}

.jp-InputPlaceholder > .jp-Placeholder-content {
  border-color: var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-cell-scrolling-output-offset: 5px;
}

/*-----------------------------------------------------------------------------
| Cell
|----------------------------------------------------------------------------*/

.jp-Cell {
  padding: var(--jp-cell-padding);
  margin: 0;
  border: none;
  outline: none;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Common input/output
|----------------------------------------------------------------------------*/

.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
  display: flex;
  flex-direction: row;
  padding: 0;
  margin: 0;

  /* Added to reveal the box-shadow on the input and output collapsers. */
  overflow: visible;
}

/* Only input/output areas inside cells */
.jp-Cell-inputArea,
.jp-Cell-outputArea {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Collapser
|----------------------------------------------------------------------------*/

/* Make the output collapser disappear when there is not output, but do so
 * in a manner that leaves it in the layout and preserves its width.
 */
.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
  border: none !important;
  background: transparent !important;
}

.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
  min-height: var(--jp-cell-collapser-min-height);
}

/*-----------------------------------------------------------------------------
| Output
|----------------------------------------------------------------------------*/

/* Put a space between input and output when there IS output */
.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
  margin-top: 5px;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
  overflow-y: auto;
  max-height: 24em;
  margin-left: var(--jp-private-cell-scrolling-output-offset);
  resize: vertical;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea[style*='height'] {
  max-height: unset;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after {
  content: ' ';
  box-shadow: inset 0 0 6px 2px rgb(0 0 0 / 30%);
  width: 100%;
  height: 100%;
  position: sticky;
  bottom: 0;
  top: 0;
  margin-top: -50%;
  float: left;
  display: block;
  pointer-events: none;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child {
  padding-top: 6px;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
  width: calc(
    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
  );
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay {
  left: calc(-1 * var(--jp-private-cell-scrolling-output-offset));
}

/*-----------------------------------------------------------------------------
| CodeCell
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| MarkdownCell
|----------------------------------------------------------------------------*/

.jp-MarkdownOutput {
  display: table-cell;
  width: 100%;
  margin-top: 0;
  margin-bottom: 0;
  padding-left: var(--jp-code-padding);
}

.jp-MarkdownOutput.jp-RenderedHTMLCommon {
  overflow: auto;
}

/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) */
.jp-collapseHeadingButton {
  display: flex;
  min-height: var(--jp-cell-collapser-min-height);
  font-size: var(--jp-code-font-size);
  position: absolute;
  background-color: transparent;
  background-size: 25px;
  background-repeat: no-repeat;
  background-position-x: center;
  background-position-y: top;
  background-image: var(--jp-icon-caret-down);
  right: 0;
  top: 0;
  bottom: 0;
}

.jp-collapseHeadingButton.jp-mod-collapsed {
  background-image: var(--jp-icon-caret-right);
}

/*
 set the container font size to match that of content
 so that the nested collapse buttons have the right size
*/
.jp-MarkdownCell .jp-InputPrompt {
  font-size: var(--jp-content-font-size1);
}

/*
  Align collapseHeadingButton with cell top header
  The font sizes are identical to the ones in packages/rendermime/style/base.css
*/
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] {
  font-size: var(--jp-content-font-size5);
  background-position-y: calc(0.3 * var(--jp-content-font-size5));
}

.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] {
  font-size: var(--jp-content-font-size4);
  background-position-y: calc(0.3 * var(--jp-content-font-size4));
}

.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] {
  font-size: var(--jp-content-font-size3);
  background-position-y: calc(0.3 * var(--jp-content-font-size3));
}

.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] {
  font-size: var(--jp-content-font-size2);
  background-position-y: calc(0.3 * var(--jp-content-font-size2));
}

.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] {
  font-size: var(--jp-content-font-size1);
  background-position-y: top;
}

.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] {
  font-size: var(--jp-content-font-size0);
  background-position-y: top;
}

/* collapseHeadingButton (show only on (hover,active) if hiddenCellsButton is shown) */
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-collapseHeadingButton {
  display: none;
}

.jp-Notebook.jp-mod-showHiddenCellsButton
  :is(.jp-MarkdownCell:hover, .jp-mod-active)
  .jp-collapseHeadingButton {
  display: flex;
}

/* showHiddenCellsButton (only show if jp-mod-showHiddenCellsButton is set, which
is a consequence of the showHiddenCellsButton option in Notebook Settings)*/
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton {
  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
  margin-top: var(--jp-code-padding);
  border: 1px solid var(--jp-border-color2);
  background-color: var(--jp-border-color3) !important;
  color: var(--jp-content-font-color0) !important;
  display: flex;
}

.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton:hover {
  background-color: var(--jp-border-color2) !important;
}

.jp-showHiddenCellsButton {
  display: none;
}

/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/

/*
Using block instead of flex to allow the use of the break-inside CSS property for
cell outputs.
*/

@media print {
  .jp-Cell-inputWrapper,
  .jp-Cell-outputWrapper {
    display: block;
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-notebook-toolbar-padding: 2px 5px 2px 2px;
}

/*-----------------------------------------------------------------------------

/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/

.jp-NotebookPanel-toolbar {
  padding: var(--jp-notebook-toolbar-padding);

  /* disable paint containment from lumino 2.0 default strict CSS containment */
  contain: style size !important;
}

.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
  border: none;
  box-shadow: none;
}

.jp-Notebook-toolbarCellTypeDropdown select {
  height: 24px;
  font-size: var(--jp-ui-font-size1);
  line-height: 14px;
  border-radius: 0;
  display: block;
}

.jp-Notebook-toolbarCellTypeDropdown span {
  top: 5px !important;
}

.jp-Toolbar-responsive-popup {
  position: absolute;
  height: fit-content;
  display: flex;
  flex-direction: row;
  flex-wrap: wrap;
  justify-content: flex-end;
  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  box-shadow: var(--jp-toolbar-box-shadow);
  background: var(--jp-toolbar-background);
  min-height: var(--jp-toolbar-micro-height);
  padding: var(--jp-notebook-toolbar-padding);
  z-index: 1;
  right: 0;
  top: 0;
}

.jp-Toolbar > .jp-Toolbar-responsive-opener {
  margin-left: auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------

/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/

.jp-Notebook-ExecutionIndicator {
  position: relative;
  display: inline-block;
  height: 100%;
  z-index: 9997;
}

.jp-Notebook-ExecutionIndicator-tooltip {
  visibility: hidden;
  height: auto;
  width: max-content;
  width: -moz-max-content;
  background-color: var(--jp-layout-color2);
  color: var(--jp-ui-font-color1);
  text-align: justify;
  border-radius: 6px;
  padding: 0 5px;
  position: fixed;
  display: table;
}

.jp-Notebook-ExecutionIndicator-tooltip.up {
  transform: translateX(-50%) translateY(-100%) translateY(-32px);
}

.jp-Notebook-ExecutionIndicator-tooltip.down {
  transform: translateX(calc(-100% + 16px)) translateY(5px);
}

.jp-Notebook-ExecutionIndicator-tooltip.hidden {
  display: none;
}

.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip {
  visibility: visible;
}

.jp-Notebook-ExecutionIndicator span {
  font-size: var(--jp-ui-font-size1);
  font-family: var(--jp-ui-font-family);
  color: var(--jp-ui-font-color1);
  line-height: 24px;
  display: block;
}

.jp-Notebook-ExecutionIndicator-progress-bar {
  display: flex;
  justify-content: center;
  height: 100%;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

/*
 * Execution indicator
 */
.jp-tocItem-content::after {
  content: '';

  /* Must be identical to form a circle */
  width: 12px;
  height: 12px;
  background: none;
  border: none;
  position: absolute;
  right: 0;
}

.jp-tocItem-content[data-running='0']::after {
  border-radius: 50%;
  border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
  background: none;
}

.jp-tocItem-content[data-running='1']::after {
  border-radius: 50%;
  border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
  background-color: var(--jp-inverse-layout-color3);
}

.jp-tocItem-content[data-running='0'],
.jp-tocItem-content[data-running='1'] {
  margin-right: 12px;
}

/*
 * Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

.jp-Notebook-footer {
  height: 27px;
  margin-left: calc(
    var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
      var(--jp-cell-padding)
  );
  width: calc(
    100% -
      (
        var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
          var(--jp-cell-padding) + var(--jp-cell-padding)
      )
  );
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  color: var(--jp-ui-font-color3);
  margin-top: 6px;
  background: none;
  cursor: pointer;
}

.jp-Notebook-footer:focus {
  border-color: var(--jp-cell-editor-active-border-color);
}

/* For devices that support hovering, hide footer until hover */
@media (hover: hover) {
  .jp-Notebook-footer {
    opacity: 0;
  }

  .jp-Notebook-footer:focus,
  .jp-Notebook-footer:hover {
    opacity: 1;
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Imports
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| CSS variables
|----------------------------------------------------------------------------*/

:root {
  --jp-side-by-side-output-size: 1fr;
  --jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size);
  --jp-private-notebook-dragImage-width: 304px;
  --jp-private-notebook-dragImage-height: 36px;
  --jp-private-notebook-selected-color: var(--md-blue-400);
  --jp-private-notebook-active-color: var(--md-green-400);
}

/*-----------------------------------------------------------------------------
| Notebook
|----------------------------------------------------------------------------*/

/* stylelint-disable selector-max-class */

.jp-NotebookPanel {
  display: block;
  height: 100%;
}

.jp-NotebookPanel.jp-Document {
  min-width: 240px;
  min-height: 120px;
}

.jp-Notebook {
  padding: var(--jp-notebook-padding);
  outline: none;
  overflow: auto;
  background: var(--jp-layout-color0);
}

.jp-Notebook.jp-mod-scrollPastEnd::after {
  display: block;
  content: '';
  min-height: var(--jp-notebook-scroll-padding);
}

.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
  contain: strict;
}

.jp-Notebook .jp-Cell {
  overflow: visible;
}

.jp-Notebook .jp-Cell .jp-InputPrompt {
  cursor: move;
}

/*-----------------------------------------------------------------------------
| Notebook state related styling
|
| The notebook and cells each have states, here are the possibilities:
|
| - Notebook
|   - Command
|   - Edit
| - Cell
|   - None
|   - Active (only one can be active)
|   - Selected (the cells actions are applied to)
|   - Multiselected (when multiple selected, the cursor)
|   - No outputs
|----------------------------------------------------------------------------*/

/* Command or edit modes */

.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
  opacity: var(--jp-cell-prompt-not-active-opacity);
  color: var(--jp-cell-prompt-not-active-font-color);
}

.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
  opacity: var(--jp-cell-prompt-not-active-opacity);
  color: var(--jp-cell-prompt-not-active-font-color);
}

/* cell is active */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
  background: var(--jp-brand-color1);
}

/* cell is dirty */
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
  color: var(--jp-warn-color1);
}

.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt::before {
  color: var(--jp-warn-color1);
  content: '•';
}

.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
  background: var(--jp-warn-color1);
}

/* collapser is hovered */
.jp-Notebook .jp-Cell .jp-Collapser:hover {
  box-shadow: var(--jp-elevation-z2);
  background: var(--jp-brand-color1);
  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
}

/* cell is active and collapser is hovered */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
  background: var(--jp-brand-color0);
  opacity: 1;
}

/* Command mode */

.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
  background: var(--jp-notebook-multiselected-color);
}

.jp-Notebook.jp-mod-commandMode
  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
  background: transparent;
}

/* Edit mode */

.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
  background-color: var(--jp-cell-editor-active-background);
}

/*-----------------------------------------------------------------------------
| Notebook drag and drop
|----------------------------------------------------------------------------*/

.jp-Notebook-cell.jp-mod-dropSource {
  opacity: 0.5;
}

.jp-Notebook-cell.jp-mod-dropTarget,
.jp-Notebook.jp-mod-commandMode
  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
  border-top-color: var(--jp-private-notebook-selected-color);
  border-top-style: solid;
  border-top-width: 2px;
}

.jp-dragImage {
  display: block;
  flex-direction: row;
  width: var(--jp-private-notebook-dragImage-width);
  height: var(--jp-private-notebook-dragImage-height);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background);
  overflow: visible;
}

.jp-dragImage-singlePrompt {
  box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
}

.jp-dragImage .jp-dragImage-content {
  flex: 1 1 auto;
  z-index: 2;
  font-size: var(--jp-code-font-size);
  font-family: var(--jp-code-font-family);
  line-height: var(--jp-code-line-height);
  padding: var(--jp-code-padding);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background-color);
  color: var(--jp-content-font-color3);
  text-align: left;
  margin: 4px 4px 4px 0;
}

.jp-dragImage .jp-dragImage-prompt {
  flex: 0 0 auto;
  min-width: 36px;
  color: var(--jp-cell-inprompt-font-color);
  padding: var(--jp-code-padding);
  padding-left: 12px;
  font-family: var(--jp-cell-prompt-font-family);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  line-height: 1.9;
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
}

.jp-dragImage-multipleBack {
  z-index: -1;
  position: absolute;
  height: 32px;
  width: 300px;
  top: 8px;
  left: 8px;
  background: var(--jp-layout-color2);
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
}

/*-----------------------------------------------------------------------------
| Cell toolbar
|----------------------------------------------------------------------------*/

.jp-NotebookTools {
  display: block;
  min-width: var(--jp-sidebar-min-width);
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);

  /* This is needed so that all font sizing of children done in ems is
    * relative to this base size */
  font-size: var(--jp-ui-font-size1);
  overflow: auto;
}

.jp-ActiveCellTool {
  padding: 12px 0;
  display: flex;
}

.jp-ActiveCellTool-Content {
  flex: 1 1 auto;
}

.jp-ActiveCellTool .jp-ActiveCellTool-CellContent {
  background: var(--jp-cell-editor-background);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  border-radius: 0;
  min-height: 29px;
}

.jp-ActiveCellTool .jp-InputPrompt {
  min-width: calc(var(--jp-cell-prompt-width) * 0.75);
}

.jp-ActiveCellTool-CellContent > pre {
  padding: 5px 4px;
  margin: 0;
  white-space: normal;
}

.jp-MetadataEditorTool {
  flex-direction: column;
  padding: 12px 0;
}

.jp-RankedPanel > :not(:first-child) {
  margin-top: 12px;
}

.jp-KeySelector select.jp-mod-styled {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  border: var(--jp-border-width) solid var(--jp-border-color1);
}

.jp-KeySelector label,
.jp-MetadataEditorTool label,
.jp-NumberSetter label {
  line-height: 1.4;
}

.jp-NotebookTools .jp-select-wrapper {
  margin-top: 4px;
  margin-bottom: 0;
}

.jp-NumberSetter input {
  width: 100%;
  margin-top: 4px;
}

.jp-NotebookTools .jp-Collapse {
  margin-top: 16px;
}

/*-----------------------------------------------------------------------------
| Presentation Mode (.jp-mod-presentationMode)
|----------------------------------------------------------------------------*/

.jp-mod-presentationMode .jp-Notebook {
  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
  --jp-code-font-size: var(--jp-code-presentation-font-size);
}

.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
  flex: 0 0 110px;
}

/*-----------------------------------------------------------------------------
| Side-by-side Mode (.jp-mod-sideBySide)
|----------------------------------------------------------------------------*/
.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell {
  margin-top: 3em;
  margin-bottom: 3em;
  margin-left: 5%;
  margin-right: 5%;
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {
  display: grid;
  grid-template-columns: minmax(0, 1fr) min-content minmax(
      0,
      var(--jp-side-by-side-output-size)
    );
  grid-template-rows: auto minmax(0, 1fr) auto;
  grid-template-areas:
    'header header header'
    'input handle output'
    'footer footer footer';
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {
  grid-template-columns: minmax(0, 1fr) min-content minmax(
      0,
      var(--jp-side-by-side-resized-cell)
    );
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {
  grid-area: header;
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper {
  grid-area: input;
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper {
  /* overwrite the default margin (no vertical separation needed in side by side move */
  margin-top: 0;
  grid-area: output;
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter {
  grid-area: footer;
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle {
  grid-area: handle;
  user-select: none;
  display: block;
  height: 100%;
  cursor: ew-resize;
  padding: 0 var(--jp-cell-padding);
}

.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after {
  content: '';
  display: block;
  background: var(--jp-border-color2);
  height: 100%;
  width: 5px;
}

.jp-mod-sideBySide.jp-Notebook
  .jp-CodeCell.jp-mod-resizedCell
  .jp-CellResizeHandle::after {
  background: var(--jp-border-color0);
}

.jp-CellResizeHandle {
  display: none;
}

/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/

.jp-Cell-Placeholder {
  padding-left: 55px;
}

.jp-Cell-Placeholder-wrapper {
  background: #fff;
  border: 1px solid;
  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
  border-radius: 4px;
  -webkit-border-radius: 4px;
  margin: 10px 15px;
}

.jp-Cell-Placeholder-wrapper-inner {
  padding: 15px;
  position: relative;
}

.jp-Cell-Placeholder-wrapper-body {
  background-repeat: repeat;
  background-size: 50% auto;
}

.jp-Cell-Placeholder-wrapper-body div {
  background: #f6f7f8;
  background-image: -webkit-linear-gradient(
    left,
    #f6f7f8 0%,
    #edeef1 20%,
    #f6f7f8 40%,
    #f6f7f8 100%
  );
  background-repeat: no-repeat;
  background-size: 800px 104px;
  height: 104px;
  position: absolute;
  right: 15px;
  left: 15px;
  top: 15px;
}

div.jp-Cell-Placeholder-h1 {
  top: 20px;
  height: 20px;
  left: 15px;
  width: 150px;
}

div.jp-Cell-Placeholder-h2 {
  left: 15px;
  top: 50px;
  height: 10px;
  width: 100px;
}

div.jp-Cell-Placeholder-content-1,
div.jp-Cell-Placeholder-content-2,
div.jp-Cell-Placeholder-content-3 {
  left: 15px;
  right: 15px;
  height: 10px;
}

div.jp-Cell-Placeholder-content-1 {
  top: 100px;
}

div.jp-Cell-Placeholder-content-2 {
  top: 120px;
}

div.jp-Cell-Placeholder-content-3 {
  top: 140px;
}

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

/*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

:root {
  /* Elevation
   *
   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
   *
   * https://github.com/material-components/material-components-web
   * https://material-components-web.appspot.com/elevation.html
   */

  --jp-shadow-base-lightness: 0;
  --jp-shadow-umbra-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.2
  );
  --jp-shadow-penumbra-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.14
  );
  --jp-shadow-ambient-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.12
  );
  --jp-elevation-z0: none;
  --jp-elevation-z1: 0 2px 1px -1px var(--jp-shadow-umbra-color),
    0 1px 1px 0 var(--jp-shadow-penumbra-color),
    0 1px 3px 0 var(--jp-shadow-ambient-color);
  --jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color),
    0 2px 2px 0 var(--jp-shadow-penumbra-color),
    0 1px 5px 0 var(--jp-shadow-ambient-color);
  --jp-elevation-z4: 0 2px 4px -1px var(--jp-shadow-umbra-color),
    0 4px 5px 0 var(--jp-shadow-penumbra-color),
    0 1px 10px 0 var(--jp-shadow-ambient-color);
  --jp-elevation-z6: 0 3px 5px -1px var(--jp-shadow-umbra-color),
    0 6px 10px 0 var(--jp-shadow-penumbra-color),
    0 1px 18px 0 var(--jp-shadow-ambient-color);
  --jp-elevation-z8: 0 5px 5px -3px var(--jp-shadow-umbra-color),
    0 8px 10px 1px var(--jp-shadow-penumbra-color),
    0 3px 14px 2px var(--jp-shadow-ambient-color);
  --jp-elevation-z12: 0 7px 8px -4px var(--jp-shadow-umbra-color),
    0 12px 17px 2px var(--jp-shadow-penumbra-color),
    0 5px 22px 4px var(--jp-shadow-ambient-color);
  --jp-elevation-z16: 0 8px 10px -5px var(--jp-shadow-umbra-color),
    0 16px 24px 2px var(--jp-shadow-penumbra-color),
    0 6px 30px 5px var(--jp-shadow-ambient-color);
  --jp-elevation-z20: 0 10px 13px -6px var(--jp-shadow-umbra-color),
    0 20px 31px 3px var(--jp-shadow-penumbra-color),
    0 8px 38px 7px var(--jp-shadow-ambient-color);
  --jp-elevation-z24: 0 11px 15px -7px var(--jp-shadow-umbra-color),
    0 24px 38px 3px var(--jp-shadow-penumbra-color),
    0 9px 46px 8px var(--jp-shadow-ambient-color);

  /* Borders
   *
   * The following variables, specify the visual styling of borders in JupyterLab.
   */

  --jp-border-width: 1px;
  --jp-border-color0: var(--md-grey-400);
  --jp-border-color1: var(--md-grey-400);
  --jp-border-color2: var(--md-grey-300);
  --jp-border-color3: var(--md-grey-200);
  --jp-inverse-border-color: var(--md-grey-600);
  --jp-border-radius: 2px;

  /* UI Fonts
   *
   * The UI font CSS variables are used for the typography all of the JupyterLab
   * user interface elements that are not directly user generated content.
   *
   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
   * is applied to a parent element. When children elements, such as headings, are sized
   * in em all things will be computed relative to that body size.
   */

  --jp-ui-font-scale-factor: 1.2;
  --jp-ui-font-size0: 0.83333em;
  --jp-ui-font-size1: 13px; /* Base font size */
  --jp-ui-font-size2: 1.2em;
  --jp-ui-font-size3: 1.44em;
  --jp-ui-font-family: system-ui, -apple-system, blinkmacsystemfont, 'Segoe UI',
    helvetica, arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
    'Segoe UI Symbol';

  /*
   * Use these font colors against the corresponding main layout colors.
   * In a light theme, these go from dark to light.
   */

  /* Defaults use Material Design specification */
  --jp-ui-font-color0: rgba(0, 0, 0, 1);
  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);

  /*
   * Use these against the brand/accent/warn/error colors.
   * These will typically go from light to darker, in both a dark and light theme.
   */

  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);

  /* Content Fonts
   *
   * Content font variables are used for typography of user generated content.
   *
   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
   * is applied to a parent element. When children elements, such as headings, are sized
   * in em all things will be computed relative to that body size.
   */

  --jp-content-line-height: 1.6;
  --jp-content-font-scale-factor: 1.2;
  --jp-content-font-size0: 0.83333em;
  --jp-content-font-size1: 14px; /* Base font size */
  --jp-content-font-size2: 1.2em;
  --jp-content-font-size3: 1.44em;
  --jp-content-font-size4: 1.728em;
  --jp-content-font-size5: 2.0736em;

  /* This gives a magnification of about 125% in presentation mode over normal. */
  --jp-content-presentation-font-size1: 17px;
  --jp-content-heading-line-height: 1;
  --jp-content-heading-margin-top: 1.2em;
  --jp-content-heading-margin-bottom: 0.8em;
  --jp-content-heading-font-weight: 500;

  /* Defaults use Material Design specification */
  --jp-content-font-color0: rgba(0, 0, 0, 1);
  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
  --jp-content-link-color: var(--md-blue-900);
  --jp-content-font-family: system-ui, -apple-system, blinkmacsystemfont,
    'Segoe UI', helvetica, arial, sans-serif, 'Apple Color Emoji',
    'Segoe UI Emoji', 'Segoe UI Symbol';

  /*
   * Code Fonts
   *
   * Code font variables are used for typography of code and other monospaces content.
   */

  --jp-code-font-size: 13px;
  --jp-code-line-height: 1.3077; /* 17px for 13px base */
  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
  --jp-code-font-family-default: menlo, consolas, 'DejaVu Sans Mono', monospace;
  --jp-code-font-family: var(--jp-code-font-family-default);

  /* This gives a magnification of about 125% in presentation mode over normal. */
  --jp-code-presentation-font-size: 16px;

  /* may need to tweak cursor width if you change font size */
  --jp-code-cursor-width0: 1.4px;
  --jp-code-cursor-width1: 2px;
  --jp-code-cursor-width2: 4px;

  /* Layout
   *
   * The following are the main layout colors use in JupyterLab. In a light
   * theme these would go from light to dark.
   */

  --jp-layout-color0: white;
  --jp-layout-color1: white;
  --jp-layout-color2: var(--md-grey-200);
  --jp-layout-color3: var(--md-grey-400);
  --jp-layout-color4: var(--md-grey-600);

  /* Inverse Layout
   *
   * The following are the inverse layout colors use in JupyterLab. In a light
   * theme these would go from dark to light.
   */

  --jp-inverse-layout-color0: #111;
  --jp-inverse-layout-color1: var(--md-grey-900);
  --jp-inverse-layout-color2: var(--md-grey-800);
  --jp-inverse-layout-color3: var(--md-grey-700);
  --jp-inverse-layout-color4: var(--md-grey-600);

  /* Brand/accent */

  --jp-brand-color0: var(--md-blue-900);
  --jp-brand-color1: var(--md-blue-700);
  --jp-brand-color2: var(--md-blue-300);
  --jp-brand-color3: var(--md-blue-100);
  --jp-brand-color4: var(--md-blue-50);
  --jp-accent-color0: var(--md-green-900);
  --jp-accent-color1: var(--md-green-700);
  --jp-accent-color2: var(--md-green-300);
  --jp-accent-color3: var(--md-green-100);

  /* State colors (warn, error, success, info) */

  --jp-warn-color0: var(--md-orange-900);
  --jp-warn-color1: var(--md-orange-700);
  --jp-warn-color2: var(--md-orange-300);
  --jp-warn-color3: var(--md-orange-100);
  --jp-error-color0: var(--md-red-900);
  --jp-error-color1: var(--md-red-700);
  --jp-error-color2: var(--md-red-300);
  --jp-error-color3: var(--md-red-100);
  --jp-success-color0: var(--md-green-900);
  --jp-success-color1: var(--md-green-700);
  --jp-success-color2: var(--md-green-300);
  --jp-success-color3: var(--md-green-100);
  --jp-info-color0: var(--md-cyan-900);
  --jp-info-color1: var(--md-cyan-700);
  --jp-info-color2: var(--md-cyan-300);
  --jp-info-color3: var(--md-cyan-100);

  /* Cell specific styles */

  --jp-cell-padding: 5px;
  --jp-cell-collapser-width: 8px;
  --jp-cell-collapser-min-height: 20px;
  --jp-cell-collapser-not-active-hover-opacity: 0.6;
  --jp-cell-editor-background: var(--md-grey-100);
  --jp-cell-editor-border-color: var(--md-grey-300);
  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
  --jp-cell-editor-active-background: var(--jp-layout-color0);
  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
  --jp-cell-prompt-width: 64px;
  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
  --jp-cell-prompt-letter-spacing: 0;
  --jp-cell-prompt-opacity: 1;
  --jp-cell-prompt-not-active-opacity: 0.5;
  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);

  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  --jp-cell-inprompt-font-color: #307fc1;

  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
  --jp-cell-outprompt-font-color: #bf5b3d;

  /* Notebook specific styles */

  --jp-notebook-padding: 10px;
  --jp-notebook-select-background: var(--jp-layout-color1);
  --jp-notebook-multiselected-color: var(--md-blue-50);

  /* The scroll padding is calculated to fill enough space at the bottom of the
  notebook to show one single-line cell (with appropriate padding) at the top
  when the notebook is scrolled all the way to the bottom. We also subtract one
  pixel so that no scrollbar appears if we have just one single-line cell in the
  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
  */
  --jp-notebook-scroll-padding: calc(
    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
  );

  /* Rendermime styles */

  --jp-rendermime-error-background: #fdd;
  --jp-rendermime-table-row-background: var(--md-grey-100);
  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);

  /* Dialog specific styles */

  --jp-dialog-background: rgba(0, 0, 0, 0.25);

  /* Console specific styles */

  --jp-console-padding: 10px;

  /* Toolbar specific styles */

  --jp-toolbar-border-color: var(--jp-border-color1);
  --jp-toolbar-micro-height: 8px;
  --jp-toolbar-background: var(--jp-layout-color1);
  --jp-toolbar-box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.24);
  --jp-toolbar-header-margin: 4px 4px 0 4px;
  --jp-toolbar-active-background: var(--md-grey-300);

  /* Statusbar specific styles */

  --jp-statusbar-height: 24px;

  /* Input field styles */

  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
  --jp-input-active-background: var(--jp-layout-color1);
  --jp-input-hover-background: var(--jp-layout-color1);
  --jp-input-background: var(--md-grey-100);
  --jp-input-border-color: var(--jp-inverse-border-color);
  --jp-input-active-border-color: var(--jp-brand-color1);
  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);

  /* General editor styles */

  --jp-editor-selected-background: #d9d9d9;
  --jp-editor-selected-focused-background: #d7d4f0;
  --jp-editor-cursor-color: var(--jp-ui-font-color0);

  /* Code mirror specific styles */

  --jp-mirror-editor-keyword-color: #008000;
  --jp-mirror-editor-atom-color: #88f;
  --jp-mirror-editor-number-color: #080;
  --jp-mirror-editor-def-color: #00f;
  --jp-mirror-editor-variable-color: var(--md-grey-900);
  --jp-mirror-editor-variable-2-color: rgb(0, 54, 109);
  --jp-mirror-editor-variable-3-color: #085;
  --jp-mirror-editor-punctuation-color: #05a;
  --jp-mirror-editor-property-color: #05a;
  --jp-mirror-editor-operator-color: #a2f;
  --jp-mirror-editor-comment-color: #408080;
  --jp-mirror-editor-string-color: #ba2121;
  --jp-mirror-editor-string-2-color: #708;
  --jp-mirror-editor-meta-color: #a2f;
  --jp-mirror-editor-qualifier-color: #555;
  --jp-mirror-editor-builtin-color: #008000;
  --jp-mirror-editor-bracket-color: #997;
  --jp-mirror-editor-tag-color: #170;
  --jp-mirror-editor-attribute-color: #00c;
  --jp-mirror-editor-header-color: blue;
  --jp-mirror-editor-quote-color: #090;
  --jp-mirror-editor-link-color: #00c;
  --jp-mirror-editor-error-color: #f00;
  --jp-mirror-editor-hr-color: #999;

  /*
    RTC user specific colors.
    These colors are used for the cursor, username in the editor,
    and the icon of the user.
  */

  --jp-collaborator-color1: #ffad8e;
  --jp-collaborator-color2: #dac83d;
  --jp-collaborator-color3: #72dd76;
  --jp-collaborator-color4: #00e4d0;
  --jp-collaborator-color5: #45d4ff;
  --jp-collaborator-color6: #e2b1ff;
  --jp-collaborator-color7: #ff9de6;

  /* Vega extension styles */

  --jp-vega-background: white;

  /* Sidebar-related styles */

  --jp-sidebar-min-width: 250px;

  /* Search-related styles */

  --jp-search-toggle-off-opacity: 0.5;
  --jp-search-toggle-hover-opacity: 0.8;
  --jp-search-toggle-on-opacity: 1;
  --jp-search-selected-match-background-color: rgb(245, 200, 0);
  --jp-search-selected-match-color: black;
  --jp-search-unselected-match-background-color: var(
    --jp-inverse-layout-color0
  );
  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);

  /* Icon colors that work well with light or dark backgrounds */
  --jp-icon-contrast-color0: var(--md-purple-600);
  --jp-icon-contrast-color1: var(--md-green-600);
  --jp-icon-contrast-color2: var(--md-pink-600);
  --jp-icon-contrast-color3: var(--md-blue-600);

  /* Button colors */
  --jp-accept-color-normal: var(--md-blue-700);
  --jp-accept-color-hover: var(--md-blue-800);
  --jp-accept-color-active: var(--md-blue-900);
  --jp-warn-color-normal: var(--md-red-700);
  --jp-warn-color-hover: var(--md-red-800);
  --jp-warn-color-active: var(--md-red-900);
  --jp-reject-color-normal: var(--md-grey-600);
  --jp-reject-color-hover: var(--md-grey-700);
  --jp-reject-color-active: var(--md-grey-800);

  /* File or activity icons and switch semantic variables */
  --jp-jupyter-icon-color: #f37626;
  --jp-notebook-icon-color: #f37626;
  --jp-json-icon-color: var(--md-orange-700);
  --jp-console-icon-background-color: var(--md-blue-700);
  --jp-console-icon-color: white;
  --jp-terminal-icon-background-color: var(--md-grey-800);
  --jp-terminal-icon-color: var(--md-grey-200);
  --jp-text-editor-icon-color: var(--md-grey-700);
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Analysis of raw .h5ad files from SevenBridges</span>
<span class="c1">#Import needed modules and setup up the single-cell adata object.</span>
<span class="c1">#Import modules</span>

<span class="kn">import</span> <span class="nn">scanpy</span> <span class="k">as</span> <span class="nn">sc</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Read in the h5ad files, remove the placeholders with your file path</span>
<span class="n">file_path</span> <span class="o">=</span> <span class="s2">"/Users/manueltrebo/Documents/GitHub/STAR_scRNA_seq/raw_data/liver_raw.h5ad"</span>

<span class="n">adata</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">read_h5ad</span><span class="p">(</span><span class="n">file_path</span><span class="p">)</span>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Perform quality control by removing undetermined cells and filter cells based on Sample Tags.</span>

<span class="c1">#(Optional) Setup up the adata object by removing unneeded information for the sake of this tutorial:</span>
<span class="c1">#adata.obs = adata.obs.iloc[:,[1,2]]</span>

<span class="c1">#(Optional) In case of multiplexed samples, only keep cells that were correctly assigned and remove the rest:</span>
<span class="c1">#adata = adata[(adata.obs["Sample_Name"] == "GG")|(adata.obs["Sample_Name"] == "TU")].copy()</span>
</pre></div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Identify mitochondrial genes and calculate quality control metrics.x</span>
<span class="n">adata</span><span class="o">.</span><span class="n">var</span><span class="p">[</span><span class="s2">"mt"</span><span class="p">]</span> <span class="o">=</span> <span class="n">adata</span><span class="o">.</span><span class="n">var_names</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"MT-"</span><span class="p">)</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">calculate_qc_metrics</span><span class="p">(</span>
    <span class="n">adata</span><span class="p">,</span> <span class="n">qc_vars</span><span class="o">=</span><span class="p">[</span><span class="s2">"mt"</span><span class="p">],</span> <span class="n">log1p</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">percent_top</span><span class="o">=</span><span class="kc">None</span>
<span class="p">)</span>
</pre></div>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [10]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Plot the raw data using violin visualization to identify optimal thresholds.</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">violin</span><span class="p">(</span>
    <span class="n">adata</span><span class="p">,</span>
    <span class="p">[</span><span class="s2">"n_genes_by_counts"</span><span class="p">,</span> <span class="s2">"total_counts"</span><span class="p">,</span> <span class="s2">"pct_counts_mt"</span><span class="p">],</span>
    <span class="c1">#groupby="Sample_Name",</span>
    <span class="n">size</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
    <span class="n">jitter</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
    <span class="n">multi_panel</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="p">)</span>
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"/>
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</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=b694e870-d27e-465d-91b1-c570cdc60726">
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<div class="jp-InputArea jp-Cell-inputArea">
<div class="jp-InputPrompt jp-InputArea-prompt">In [11]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Perform filtering according to the selected filtering criteria and the samples individual needs.</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">min_counts</span><span class="o">=</span> <span class="mi">1000</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">max_counts</span> <span class="o">=</span> <span class="mi">100000</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">min_genes</span><span class="o">=</span> <span class="mi">250</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">filter_cells</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">max_genes</span><span class="o">=</span> <span class="mi">8000</span><span class="p">)</span>

<span class="n">adata</span> <span class="o">=</span> <span class="n">adata</span><span class="p">[</span><span class="n">adata</span><span class="o">.</span><span class="n">obs</span><span class="p">[</span><span class="s2">"pct_counts_mt"</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">30</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>

<span class="sd">'''</span>
<span class="sd">Note: As described in a previous publication (Salcher et al 2024) we choose a less stringent threshold of &lt; 30 % mitochondrial counts </span>
<span class="sd">due to the increased presence of mitochondrial transcripts using the BD Rhapsody system.</span>
<span class="sd">'''</span>
</pre></div>
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<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[11]:</div>
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<pre>'\nNote: As described in a previous publication (Salcher et al 2024) we choose a less stringent threshold of &lt; 30 % mitochondrial counts \ndue to the increased presence of mitochondrial transcripts using the BD Rhapsody system.\n'</pre>
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</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=46635882-df06-445e-a0dc-0ad200540bae">
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</div>
<div class="jp-InputArea jp-Cell-inputArea">
<div class="jp-InputPrompt jp-InputArea-prompt">In [12]:</div>
<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Visualize the filtered data again for comparison to the raw data.</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">violin</span><span class="p">(</span>
    <span class="n">adata</span><span class="p">,</span>
    <span class="p">[</span><span class="s2">"n_genes_by_counts"</span><span class="p">,</span> <span class="s2">"total_counts"</span><span class="p">,</span> <span class="s2">"pct_counts_mt"</span><span class="p">],</span>
    <span class="c1">#groupby="Sample_Name",</span>
    <span class="n">size</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
    <span class="n">jitter</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
    <span class="n">multi_panel</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="p">)</span>
</pre></div>
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"/>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [13]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Perform data scaling and transformation to remove technical biases and stabilize variance. </span>

<span class="c1">#Normalize the data and transform it using the log1p function, but keep the raw counts in a separata adata layer.</span>
<span class="n">adata</span><span class="o">.</span><span class="n">layers</span><span class="p">[</span><span class="s2">"counts"</span><span class="p">]</span> <span class="o">=</span> <span class="n">adata</span><span class="o">.</span><span class="n">X</span> <span class="c1">#optional step to preserve raw_counts</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">normalize_total</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">log1p</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [14]:</div>
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<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Calculate highly variable genes based on Seurat_v3 flavor using raw counts</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">highly_variable_genes</span><span class="p">(</span>
    <span class="n">adata</span><span class="p">,</span>
    <span class="n">layer</span> <span class="o">=</span> <span class="s2">"counts"</span><span class="p">,</span>
    <span class="n">n_top_genes</span><span class="o">=</span><span class="mi">4000</span><span class="p">,</span>
    <span class="n">subset</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
    <span class="n">flavor</span><span class="o">=</span><span class="s2">"seurat_v3"</span><span class="p">,</span>
<span class="p">)</span>

<span class="sd">'''</span>
<span class="sd">Note: The ideally chosen number of selected variable genes again is dependent on your sample, </span>
<span class="sd">please refer to our published papers where you can find the chosen values for our datasets.</span>
<span class="sd">'''</span>
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<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[14]:</div>
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<pre>'\nNote: The ideally chosen number of selected variable genes again is dependent on your sample, \nplease refer to our published papers where you can find the chosen values for our datasets.\n'</pre>
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</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=bcf1db6d-e1b6-4c7d-a7c7-35791a2f4522">
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<div class="jp-InputPrompt jp-InputArea-prompt">In [15]:</div>
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<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Reduce the data dimensionality and compute neighbors and umap embeddings for visualization including leiden clustering for cell annotation.</span>

<span class="c1">#Calculate principal components for dimensionality reduction</span>
<span class="n">sc</span><span class="o">.</span><span class="n">tl</span><span class="o">.</span><span class="n">pca</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">mask_var</span><span class="o">=</span><span class="s2">"highly_variable"</span><span class="p">)</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [16]:</div>
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<div class="cm-editor cm-s-jupyter">
<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Computing of the nearest neighbor distance matrix.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
</pre></div>
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<pre>OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.
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<div class="jp-InputPrompt jp-InputArea-prompt">In [17]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Embed the neighborhood graph using Uniform Manifold Approximation and Projection (UMAP)</span>
<span class="n">sc</span><span class="o">.</span><span class="n">tl</span><span class="o">.</span><span class="n">umap</span><span class="p">(</span><span class="n">adata</span><span class="p">)</span>
</pre></div>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [18]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Cluster the cells using the Leiden algorithm.</span>
<span class="n">sc</span><span class="o">.</span><span class="n">tl</span><span class="o">.</span><span class="n">leiden</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
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<pre>/var/folders/gk/nnxhwmls7zvg4ghvyrg2xxb00000gn/T/ipykernel_74187/1036972697.py:2: FutureWarning: In the future, the default backend for leiden will be igraph instead of leidenalg.

 To achieve the future defaults please pass: flavor="igraph" and n_iterations=2.  directed must also be False to work with igraph's implementation.
  sc.tl.leiden(adata, resolution=0.5)
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<div class="jp-InputPrompt jp-InputArea-prompt">In [19]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">#Visualize results using UMAP</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">umap</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"leiden"</span><span class="p">)</span>

<span class="n">sc</span><span class="o">.</span><span class="n">pl</span><span class="o">.</span><span class="n">umap</span><span class="p">(</span><span class="n">adata</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"total_counts"</span><span class="p">)</span>
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WmGuMGC7Gdl/9SB18jA0xoOdW0dD3I+hKwpHdeUNAYq18rrsUV03M63RkDqcfJcIINE4ZeBacoEsIVDUKxGwkiN8tVyoYXyZbJUILqf7A7groWazfJ9CUkBiwNa62Qgv7uwbtC4Y7cNP8tmW0Jk4OxvhZiB0FoLA67QiR2sEdVXx1UNIUkqy6ooiqIcWlQfHKWT1nqBswRKl0L+twaVa+UqVcGJUL9dY+3zgrKVfhoKZCav06pYOthjZMCWdgKBCVta239l/lYobe80IMASCklHwQ//8NNYJHDE6kz9VGPco9DvMo1ht2gkjgZHPMSPkIsTTPtMD0y0ih2oERQPrirY/JaM3MqWG7RUtAWsu8Vl7SUF1ZtgyT/81GwR5H8tWP6ArJ8NSQF7pEZzqex2EDNQHt9cBpvfkK/tbhAUzoe4wTD0Fuh+lgycdbMslXDXywyqNRzcNWCPbLtut5xIFjcELKEGW9+Bre9Cz/PAVSkD/tZqWdfbnqV2FkNdrhzb7jWqmvlnASugWWRNbPtENmuI/DkAgaDfZGv7atVUwKooiqIcklSmVQnwNAk2vgIIiOorlxPd9r4gNB2SRsOGVwTOYmgsBOEBnw9o6Tg+dnDb7fwv2m6bazLQbA9e96C1lRgA5SsFRz8uSBipkzQaYvoLypYJRt+r01QM868y2LVAEBQvCMuAKe/KRQYaCvwUzgVrGHgaBT/eJV9Pt0LPs2Db+wRqQzWznJ1fsRJMVkH8MJnh9LlkUJ52vIZukzWg1Rvk6xheqNkqo8aq9YK6bXJ7Zbb8OvRmjZotAk+D7JBw8gcmVjzsp2gBOGLk8WU/AQjyZ8tg0tcix5LzoZw8ZbRlSuNHQuJoOfu/bFnbNTmRmVQz4Nv7eym8si2Ws1Q+biqWmV2QHxScxVC6TJA4WgWriqIoyqFLBa1KgNkOkT3B3QBHParhdWrUbRdUrIHtH7VlTDWoWieD05bKtslDbaqy5T+QvVjbJ25F9IT6nI79HDEyg+ht7JioBNBSZbD+JQ1HDJStFFSugYgegn6Xy3ObQ2D5g3LfQdcZ9DhDZ9gtOgkjBLsWClY+bgSykpoZ+l+hs+1Dg9qtkP2cPE/3c0D4NTIma4RnatRuFxTNF/Q+X0P4Ye1zsq1WO02HkXfKYG/7Rx0pT90s608je3bUh5YtB8MvsMfI2gfD25Yp1SFrKhTNh/BMmZ1OHAXbP5T1w4P+qmGPlu2zVj8lcJbL8+hW6H4qFC+GxKMhf1bnn5c9Wi5WAPJn5mv/WQj5uF38SOh/mQpYFUVRlEObClqVAN2iMek/HZOObGEw7mETBXMM1r4gZOeAtrgtvLuc/R441ionOu2uvdNAc4nsJwoyyPW0NctHk6tENeyEyD4yU5jzieiYQQ+0lMuJSMIAb5MMhP2tsP4FsAYLksZpVKyRE8QswfIYR4xcyGDmFJnCDErs6IdavgLGPaTRWgu7FhpoukbCCI2mYtmJYPcgPCQZ4oZp2CNkfUN7KURwsrwmYUBIioY1VOCuk7WkO782yPlIBpRxQ2WAb7LBsJtNDLtZHl+ZLVjzjEH0AFlSkDRWIyRZw1UjZJusNoZXdhuAPQNWkLWqALGDZL1v3pfycdLRMqO7s+3YHqfp2MJV0KooiqIc2lTQquBrFdTnysxh3XbQzQJHjIYtQgY6GSfqJB8j2Paewbb3IXk8jPyHjjXEwNMgM4E/D1h3522WQevAq2Htv2WrK4Bup0G/v2iseUpQ8oOc/KTp0P9K2PmV7GAw8Cqd3C8MShbDgGsgJF5n1yKD8lUQnqWx/kWDgrky89seRFvDd1t1CzmhrHihnLnfsAOWPWjQVNieIRWBMgaAE97UyPlI3srPmqoRO1hj7qV+up+uMfRGna3vG1iCYcdXsrRg8wyDxNGQPxt0HdY+K18nsifkfyO/d8TKr/V5grrtgoZCWTfsLIWpn+g4ouXJHdEavS/U2PaebC+mt31+sISAzy3LAHZfSCBmoAzk+10Gi25s2ze0o27YZIduZ0BtjkAzQ8IIFbgqiqIohy4VtCpk/0tQ+J0g/XgonCe3WUIEJ32go5sg7wtB4igN0Z5lzdAwWTW6naLz/XUGET3ldsMjb0u392FtF5oBTQWwY7dsockmZ99/eZqg++myTZM5CNKP1+h9nk7v8zr2HX6LieG3QEW2weL/MzDZYMLzGr5m2LVI7pN8DGz7APDLxQnih8ssZn2evEU/9GadkGRYdr9B0mgNTz9oKBBoGlRky/ZUQQmAgGH/p9PrPEF9nkbZMkFjAZStEHQ7RcfvgfyvO8aWN1MG+2gyw+sslhlYv0eWArSUy9v26182KFsuaCqSk7hsEfKc7YsxANTlCHqdA/YojbocQeFcub09SI0bDlVr5fcTXoA1T8r64p1fdryGtwlMVnl+fyvkvA8gCEoQnPzBnosuKIqiKMqhQgWtCmHpMitnbru9jiYnFTlLBDWbYeMrcglTZzHEDIC+l8iM3aYZhrydLuD4V0w0Fgrm/qVz/yVzUMck/sb2pUmtckb9tvfksa5aeSvc7IDBf9t7Q4uaLYIltwrMDogbAotuEvhaBCnjZXDa61ydvtMFX54q8Lth6C0a618S1O+AXQugeqPBsc/onPB658Ctfodg3lUG3haZhf3pHsGJb+lUrROsedogdjCMuksjdoiGt1l0WuFLM8m2VjWb4Nh/a8QO1Pn6Aj+uMqhcIzPG7nqo3SpX7NJ0Obmqcq3c3u0UDUuQfHeKFwuW3W8Q3k12MnBVdb5+TZddC1qrZYY2/1vZKstZDtWbZd1wQ4Es6WitlsdE9ZUtvHQTxA1WWVZFURTl0KaCVoXeF+j0vkB+nzJekPOxQdky2Pa+YOBVOuUrBVF9Nba8KXA3ya4CIOtDQU5KAtniqd/lGiVLhAzO1sgsY8YU2YXA0z45qK2UwPDA+H/B+pfk426n/PIYTTaZQQzLkBOebFGyfGDYrTrWEDmenE9kTapATrYac7+Gq0Kw+S1B4QKYc6nBlLc1ghPkNZWtEPS/VOP412De5fI8zW29ZaN6a4SlCxLHaAQnanz/N4OMyZrshqDD0JshaYxO8SKBsxSi+8oesSZdTgLrdgoUfgdNhbJcof3aNYsMPms2QVSfjkDSEQNoMnBu2K2lVdww6HW+zJr+dDeBet+C2R3ft5TLfyAD1tB0ed7aLTDmfp2gWBWwKoqiKIc+FbQqnbgqZb0lyFv2Icka4x7WWfu8IDQVmouhaoMgdqBGZC8ZGIWmypWW1j0vCO8mg66YATITmXECRPXUGHI9rHhEyBLSto4BjlhY/H9yCdiQJEg/fs8sq+EXFM0TVGbDlHc1GgtgyT8EUb1h3EOds6YVqwXCgL7TNUJTNMqWC+rzYMiNGmUrZNC85W3BiL/Dhv8aNOyEiG6QOEZH0+WqX0YrrHvRjyVI4/jXdHSzxo5ZsvdrXa7gpPd1NF3ewgfocWbngPD413QMD1jDNCrXCirXCrwtgp1fybKB7qdCt1NMewTo0f00LMEdpQCOWBh8nUZrg2DFAyCELA+whsiJW2tfFHgb2rLjomPSG0DGiVC/HXSbhj3qz/zXoCiKoigHDxW0HmEMr0C3tLdwMsj9XDD6Hp2Y/hp+r8HKx2RgmTgW+l4ig8imItj5Zcesdm8TbHrdoC5HzpIfcKVG4Tz5fOxgSJuokXmSRkuFYP7VgsL5BmfM0TF8sOoxuVRqyng5gQvka/S5UKd2K9ijRCCTu/pJP/nfgj1CrgyVOEYjdYLOtE9kJvfnhv9dp3ojJB8tH696wsBdBxE9dEbdqbHuBYOQJI3KbEG/yzSKFwqSj9awhmqMuB1WPiKP2/ElGB5B2XJB1jSNtInQWKQR0V2w/WODvJkQNwhG3qVjj+wIWiuzBcv/adDzbOh9rom4IRpxQ+Tz9gg/m16HXUvA3eAnfZJOwkgNd4Ngw3/le973EtnzNfNkjfghGtn/Ntj5Vcf1JQyHXufKQD3vCz+1jRDVW2a0243/l8bqJwTN5TDyDvjxLoM+F+rEDFDZVkVRFOXQpoLWI8j6/xjkfiIY+7BO0hiN6g0CVyXU5wqcxYJVTwqSxkFwgsbAazRaq+Xkp4gsjSE3aFhCILKXhiUIlj0og8/WGij5UdaWhqZoCAM2vy3Y8qbsr2p2yNZRO78W7PpeoNtkEJo1TaNkqcyMxg3WWPucIP8bwcCrNYQh2PmVDLxALsFqDdFIGtcWAEbtGYA5SwTBSZB6rEbBXAN3vaDvdKjbphE7EMwOjUmv6Mw6xcDwCdImQdECiBko6HaKRvokE7Ywg5qtAnc97PhCria15mmZrd19EhnIZWWX3mkw6WUT9XmC/G8MSpbKlbA2vQrJYwWhqXKccy/142xrudVaCUXzoKXCIG6Yzg//MKjbLp+b9B+drKkaDfmw5B8G1RuRnQ0scjGH/G9g10I/fadreJqQpQGVgAnwy68Vq9rqYQXsWigoXwGOGKGCVkVRFOWQp4LWI4i7Vt6i9jQIQGP433VqtkDiSNj6ngBDlgMMukantVYw/68G7lrQTIKoXnDUYzrWUI36HQLDI8sHLKGw9lmBySYnVzliOyYRbXtPtpXyu2H9S3KCFEDKMRrxw3ROfNvP0jtg+YMCZ5ksJwhJgdVPyVv5mg7pJ0DqBI2f7pFB7fGv6ljDOgdg2z802PBfQZ+LNfpeDKsel5nLE17X6X5qx74mm1x21V3X1nNV6+jtCpAwUscaZrD+ZSFv1TfLLgQpx2hUb5L1su2lEwAWB3x7sR9XFYFrA3kr3/DK7/0e2X1gd3HDITRZY9Y0I7AwgckO2f+WCyHsLjQdmnbJ7z2NMuu97D45qQsdnG3PoQN+2eVAt8mJdO5GWRPb92IVsCqKoiiHPhW0Hika6hnRfwm9hvckaFwvAGzhGklj5NN9LoLEURrh3WHXIsHyBwyC4nebIb8FarcKovrC+pcMko6B0iUEVo8y2la1CssAd5OsDfW0rXjlqu4c1IUky685H3deoCA0XU5okkE1THkPzA6dpXcZspG+JgNJaxgIIdj4iszUBifK480OuUDCgCvl4gFh6Z3fAk3TGHydzpxLDJor4LSvNCzBHXW0rbWChTfIlazQ5Yz82m2yif8Jr5n48gx/YN/ogRA7FDa/icxyIo+J6g2j7oKQJBkomqwavS+SfWJdNdBvukbKBFkm0R6wgpxotXvAag2HoDhkwNvWkCEsHRLO1dj6btsYd2/U0Pa9NQQc/WUmuHazDIaD4lXQqiiKohz6VNB6pNi1C62sBE+VwbL3enDiW50nMWm6nFglyaAxYaTGkOs11r5osHMW5H8jsIRoVGbLDOXwv2s0lwmK5kNzGUT1kz1P8UPmSfJ2tvCBKRRMQZAxGbpN0wlOkEFU6gSdmi0G6cdrxA7UcMTKW/8p42Wf0aA4nTnTDZwlcnWp3hdqNJdBxWqDxHGw/UM5zqkf66RN0gJdBHqfv/e2WSDbP+kWmXU1B3UO5kw2sEe13XI3ZJDpdcLO2YK8mX7cTe3vFdRskP+Ck6C5lEBfr9otUPqjRs+z5WNXtWD7B7LDwolva6x6QrDxVVnHO+YBjZ1fCSpW7/ZzaJuk5mno6DjQMXjIPFEja6qG3yX49uKO7HVIKrRUQNV6GHU3jL5PI3+2zOgqiqIoyuFABa2HixXLwemE8ceCeS8/1t59cNcbrH8+GWvsnk+7akRgZabUY2XPUVuEDGbTJ+pUZRvED9eI7qvJNkrxctEBV7Vsrt9cITN7QYky81m3W9smd51ctalsGVSuMeh2qkbmFJ3YQRrHv9IRPBs+gdcpAhO0mopEIMM65AaNsHSdmVP9+JphQobO8Ntk+YHjd7R0skdpTP1YLpqgaZ2PswRrnPSBTt5MwcbX5NKs9ii5FCvIRRI0rWMBAZNdLiDQXCpbVrWXRVRvEoGg1RIiOxSY7FCbK+SkKU22BwtO1KhY3THBLW4o9L8C1r8se9r6XR39a30uuQLXV2cZTHhOJ7qvji3SL1tdaTD+aY3GfI3qjYLkozRMNo2eZ/3mt0VRFEVRDnoqaD0cGAZsWC+/DhoMkZFg+tnqR2YztqMGMWGkCCwP2m7LOwabZwgG/U2j51kyS7n7ZKeYARonvi0PMvyCXYsEwi+XXgXZPzUkBZxF4KqUwVtEVsfr6xbZUL/99vfqJwTFi/x0O01OCAPY9oHBxlcFI+/QGH6rJoPRGA3hl+O1hcv9ep6t0ZgvW2sVzIX8bwUhSbKf6rYPZI1o/8t+OdMKYLa39ZldKdgxy2DAVTph6XKbpmn0OEMjaaxg3pUGwUngaZLBY0u5DMjbywei+kJQvHzN9oA1NEN2Qtj9XJP+a2LnVwbL7pEBakgqTHxZx9cCUX3k+6LbZKY6KEbnuOc0PjvRj+GVJQox/SHvc7AEyfKIovkGJpvO5Bk6Fdnyw0ZQrEZQrMyOK4qiKMrhSAWthwNdh8knQksL1NfBZ5/A8BGQmgYhIRAUFNjVZG0LaoQAnw8slvZqABAgDMHi/zPwOuHYf+uBFZvauSrl6lggs6ruOlmPOeAyjdZaweY3we+VM++Dk6GlTAZ57cuPgrwNX74S6rYbjLlfJ3awRmuNPH9rrVzdqt3xr+oIA2wRchz9pnc853fLyWN+LzQU+tn4itweP9wgdmDnwLWlQuAskRnUvtN1EkfJ/qulP0FomuxaEHhdj6B2i2DyGxr2aI2t7xpsnkHHRCwdMKAqGxJHamSeLMifLYPOiS/sfanU5nJ5fboVYvpqaLrsxjDxJRO5nxvsmCXY9g54mwRDb9TIOEGWDkR21xj8V42EkRDZU1A4V7Dhv1C51mDoTTrJ4349QFcURVGUw4UKWg8XaW2zjjZtlF+rq2D1Kpl1PeMsqKyAhEQZ4ALMeE0GrSNH0feSoWROEThiNfxuQe02uVqVt0lm93a3czYg5EShljLofYFG8jEau743KJgrJ1+lnyDbZvncgpyPOo61hMpMZX2OnODlboCcTw1iB5tIHi9rTHv87JZ2e9sogPo82ay/26kaJqvGiH9oDLhCts5a94Lcx+SAiO4/G/NXBmueEUT0gPpcKPlBkDhKo/uZcgGC/G8Fkb385M2EtOM08r8V1G0HRxyMfVCjZkvHaxmeju9lbawgKF4Go/FDO8bqaRIsutkgKA6O+qeJfpfJll1RvUAzdf4gkPOxoKUCInpA+vHyuSE3yP1jB8r9E0cBaKSMF5StNKhaB4tvMZj2uR7IQiuKoijK4UwFrYcKnw+KiiAlBazWju3NzfDNbIiOhuMmQmKSrGn1eMDhgOgYWPYjbNkC4eEwZBj06CFfD6BRzvZprws12TQm/VfH7977rPP4oRqlS2U/18YiOaN97XMGtdsAQwZePc7SieyhUbvNoHyFAE3WaEb2kIsP1OfIjgQAsQPlOVY8KOtjY/rrJIzc+1uw+km5oIElGDJP0tDNGkHxkP+NgatK1o2OuFXDEtQ5+6i1/VceOwgyp2ikHKtR8J3BroUCc7DsRrD8QUBAzWYhx6bLUofsfxmMugfmb2xbdUp0dFQwvLD23xDZUwaz7W2uQC6G0LBTZlhliYNGdN+9X1ev8+QEtpH/0LEEy/dDN7cHqp0FJ2oc84TOT/cZaLqsmVUURVGUI4EKWg8Va7Mhew306An9+sHKlTLg9BvgaoHaGjjqaPm9zwelpRATAxMnwaZNcgZRQwP8sBh69YJTT4fyMhg8RL7+yhUyGzvxeMLSHL84jLihGpPf7LgFvv4lg9otYIuQM/4dMVCXI4jsIWfKNxbI1k1TP9KwRWh4GmHzmwYaMvNavkaQ86mf0DQIy4SgeMHXZ8v+Tce/qmOL0PB7BCarRtrxGia7ILof/HSvn5AUjQGXa4y4Q2PDy4LQdEiZsGegnTlFJ2msCGQkK1YLVj0qSxxSxsPw2zQW3iRoyOsIphNHQ9lPULcd5v5FzugHmV3tdwVs/A+yrEIHZzmM+IdGyviOc4elafS5SMMRs2dm9ecK58rWWrWnQvywX91VjsGscdQjey9DUBRFUZTDlSqIO1i53bJGFcDvB0PIwHPnDvhuLpSWyG4BrhZZlzpkqMzApqTCCZNltjWorXN+//4w9RSw2aB7D7ktIaEjYAXYvg1KSqCm5ncNs8/FcrWsE17XGX6rRtmyjlZUoWlyn5Yq2T9VN2vYozSOe16n5zmypVPdNjmJqTJbTkr68U6ZcXVVyxZOG18z+HyywaonDHZ+KajeABtfk5PAtn8omHW6geGVx++YKXvJ7s3ut9CDE+UEqrAMqN0Oi24RTHpJIzhJPh/RHcY9pAcmWQkf2CLl94YXNr9GoA7YbAMMSD5Kw+zoOEdjgWDrO4K1/xb4PXsfU7uQVA1LsOxUoCiKoijK3qlM68HI74ePP5SB69nnQs52WJctA1HD6AhmAaKioF9/6NuvY1tmFlya0VG/CpCUBH+57JfPeeIUqKuX5Qe/gzVUo/vpGk3FgnUvCyJ7waBr5Xm7TdMp/dEgY3LnoDG6r0ZkL52IHoL82YLKbLm9YjWBlbEGXi2XjF33osy61mwRgflipUtlvanhkxPBTFYZ8Lkb2GO1rL0JSdY4+UMTZSsMlt4uaCkHjxNOek9mL+tyBEtuM+h3qUZLhSA8S46t4DvodgqBOt3QDGgqgJiBMjA3O0WgB21wkqxPtUXuNvntF4y687d/dmytlathtU9MUxRFUZQjhQpaD0bl5R2B6YfvQ1iY/N4w5L/dTTxeBq4/p//OJHpsnPz3BzWXQWsV2EIhdpAMqOKHaZz5nb5HP1QA3aQRlgaV2R1ZyMZCmPiynGQVnimPGfOgRs5HAmsYbHxFTngyPDJADY6XK3KVr4Qp7+r4WsEe+duDuYQRGmmTBPZIsEd2vF8F3xpUZkPtdsHoe2SngfjhAleNQd12uaKXYciAFWRXge8uN0CD9Ekw4nYdk1Vj5J3/eyzOEkHhPDm57H+N3d0g+PZiA90MJ3+od8rsKoqiKMrhTgWtXWHdWplFHdk206apCUJD5e3/kmJYtKjz/o2N8qsQMotaVgqtrXJb+4SqLpYwQuPYf+uEJHXevreAtV14NxhwlSYb7SdoWMMJBKvt7BE6A6+GlkrB9g8NPG1vheFuWwJWkxOpzA4N8y+X4u6VpmuMumvP2tDUiRp5swS+Zlh6h0HGFEgaq1G6VD6fciyMuc/ED3f4cdfLLCtC/iuaD0NukJPFfouNrwmKFwn8Hhh41a8HobpZdnPQLYAu2LVILm7Q3mNWURRFUQ5nKmg90LxeuXoVQEWFnPzk90PvPjB6DMyZA762aejBwbI7AIDFChkZ0OzsCFhB1qLG/fEM6b7U3gngt9I0jd7n/7ZjguI0xj+tk/OJoPA7gTUCPPWAgPIVgqyTf/dwf1FMf50TZhhsel1QnwsF34A1uCPLW/oTzD6/bTWq3aRPhvTjOzoA/BbdpsmJZmkT//cx7St2ocns8vIHDEJSYcrbalKWoiiKcvjThBC/PktkP2hsbCQ8PJyGhgbC2m99HylqamBHnpw0lZsrZ/232z1IBXmLPyUNoiJlu6ujj5aTqxYukNnXpCQYPlK2sjqCtFQKfC7BxlcFpT/JGtgp7+iBetI/q3ixIDgRIntq5H5usP5lgckqb/3v+IrAJKzUiVCyWNbWgpzgddL7ByaAbKkULLtPLq3b/3I1n1JRlAPjiP77rXQ5lWk9EFwumDtHNvrfvk3e5o+IgJDQzkHr7gEryMLJXYVgMcv9Skpg2HDZruoIFhSnARrjHoY50/24qmVlxb5QvVGw7H4DSwhkTdNwlgiET1Zh7FpEIGANSoTyVfJWvd7WNtfbImtUQ5L33e366o2CvC8EfadrhKV1vG5QnMbEl1WG9Uhi+P3UlZUQnZLWpeNorq8jOCKyS8egKMqRSQWtB0J9HVSUy1IAXZflAPX18t/etHcJ0HQYMUL2Zk1JhW7dDuSoDwnHv6pjeOXs/urNBmnH/bmsY2iaXISgZits/0AujACARqCeFmRbrNIf5P4TX9JZeodB9UYoXyXovg+D1tzP5LK5QfH/u+YVoPA7g+0fCYberBPTX9W6HuqEEOSvW01sWiarvvqMtd9+xYS/XMXQKaf8z2MbKssRhiAiIXGvz/t9Pha9/SohkdGMOv2c3zSeFV98wtIP3iJ9wGBswcEUblzPiGlnMHza6ZjMlt91bYqiKL+XCloPhMQkSEqWvVU1HfDvuY+mQbceUFEmM66GARiy1tVmg969D/SoDwkmq4bPJVj2gAECDI9B0jgNa+gfC9hs4RrHPmtiwysGO2YJuWiCCyJ6grMEmisAIQNWgNZaWWs69GadijWCzCn7NlDsO10jKAF6nPHbXrd0mVyJq2qdUEHrIc7tauGj+26nqnAnmqYTnZoGmoYjJBS/z8v6777BER5BQveefPbwPei6zkWPPYvVEYS7pZm3br0Ow/AzYfpVVO8qJCI+gaFTTmH280/hbXUx+szzWTd3NpqmM+KUM9m0cB6L353BCVffQK8xRwFQsGEtht9HXWkJG+bPobWtq0nhxnVouo4wDJZ++Dabl3xP+qChGF4vE6ZfiXn3VfsURVH2ERW0HignTIbPPpGdAvZGCMjLkQsFtLe1Cg2VAavyq6xh0O0UjbpcwarHBSnjYcz9fy5gG3iVzsCr4Pvr/dRsksusCh+EZ0HDjo79zHb5NTxT26Pzwb4Qnqkx6Jrf/rpDrpfLv6buZWUw5dDR2uzkndtvorFSzvYTwsBkNnPD259isdrYunQRC996FQBHaBiuJnkboLmhAasjCJPFSnh8Ag0V5cx/7cXA6/YaezS5K37EMAwmXn4tx15yJcGRkegmE1WF+XhcLdQUFwJH0ep08vk/70OIzm32xp57MStmfoTf40E3mduC2mLqSovlGOpqmHrT7SpwVRRln1MzOA4Um00us2pp+0Wut936bxfZ1mvV29Y5wGyGE0+CnTtlz9af92dVAjRNY+hNOgOv1HHEQEz/X99/+UMGX53tx1n6y3MQ3fWCijWC0XfrhGWAaPuxtAes1nA4YQac8MbB9b+QPUoj40Qdk00FrQc7r8f9i899/8Z/AwGr2WIlsUdvIpNT8Hk8AKT2HUBa/0HoJjNCCMLaeiyv/vKztmMsTH/yBcadexERiclobX2bm+vrOfvuRzjzjgcICougcEM2O1avQAhBa7P8QB0WlwCALSiI3uOOITY9E91kIiQ6huiUNIaccDJ9xo7HanfQ56jxWOz2TmPfsWYl79xxI3P/+xweVwuKoij7isq0Hkhp6XDZ5R2Bqa7D5s0yKO0/AH5Y3LGvpsl+rEt/kBlXpxMmnwjpGV0y9ENB7GCNqZ/878lJ9XmC1mporSHQV9bnkitNtQd7yx4wqFoHo+7erf/rbjHu4L9qhGd2BKx+j/ifK18pRy7D72fW048gDINTb72LpR++w5qvv+CU/7uT7iNG77F/e1OX4IhI+o6fyKpZn1KWu43GykrS+g+kNGcbI047i7K8HFqdTQw4bjKrvvoMa1BQ4DVaGhso35HLmDPPw2q342ltJT6zoy5+7n/+Tf66NWi6zuDJJ2O1B6FpOo6QUAA0Xeek629l/msvUVWYz+DjTwrUvk6+9kYmX3sjAHEZWSx861U0kwnhl6VPtcW7qC3ehfD7OfGvN++fN1VRlCOOClq7gmW3CQvnnAcN9RAXD3W1sGmj3G4YEB0j21lZLLKswOXqkuEeytz1cjLV7svIjn9Gx1UFUb3lNneDYM4lBmYHnPi2XM0quq9cmjY0TePYf2lsnGFQ9iOkHQ+pE/ROM/lzPzNY94Jg6M0a3U7Zf5lXQwjuzC1BCMHZ8ZE0G4JxESGYtF9fxEHpWt7WVha/9wb5a1cDsGvLJrYs+R4hDFqdey8XmnT5X7EHB7Nu7mxKtm0hY+BQCjatozRnK6XbtwBQV1bKGXfcT1NVJZuXfA9C4GvL3rpbmtm0cB7bflxM4Ya1uJoa9xI8yv9mug0bxYf3/h1bcAjXv/0JFquNndmrWDfvG46bfhXHTr+S3keNJ7lnHwCqiwrYsnQRw046FbPVRt9jJ1JTUsyG+d+iaTpCGITHJeBqaqTX2GP2wzuqKMqRSgWtXc1mkwErwLij5L+SYrDaIDYWzrugo9tAdHSXDvVQ424QfHORXPZ04ksaVetkracjWsPxs7dS+Dv6rQIMuFJnwJUdj8MzNHI/FpT8AP2mdw4Q3fWdv+5rVR4vp6/NI8VuZVGtDHI+KK3BA1iBvqEO5gzvtX9OrvxuVbsKmfPiMww6fgoDJ57IjuyVrP9uNsGRUUy87Fpyl/9ES0M9Sb37svrrmZTlbueYiy5j5uP3ExQWQXVxIbpu4vgrryNv5TLqykpwNTYEXr89MDTbbKT07se8pTIwBQgKi+DHj99jZ/YqKvPzyBo2ErPVSs6ypeSs+JHtPy1hynX/hyM0jOOv/BujTjubjx64HQB3s5OP7vsHAK6mRhqrKpnd2MCFjzxDU1Ulb736IhMvv5bsb74kb9UyPC0tbF6ygOjkVC545GmKt26itmQXAP2PO4HRv7EjgaIoym+lgtaDUXJK58cmkwpY/wDdJCdK6WZY/ZSgai1seVfQ62xIO17HGiKDT1u4xknv62gmfvEWf9pxGq01EDdkz+f7XaqROkEjLHP/XEe1x8eOFje1Xh//6ZuOEILXSqpZ09iCB9jqbOXxnWWcmxhFhkNN3OtqP338HpX5O1j8zgwGTjyRrCHDGTz5ZEKiovny6UcAiEpOZcjkqcz+9xPUlZViDQqmZNuWwGtYbHZi0tI55/7H+OTBO2W5kBCYzBb8Pi9oGiOmno6zroYN874BwBYczJpvvsDd3ExcliwDyM9exSVPvYi3tZVdmzbgdbdSsTOPjEFD0U0mIhISCY+Lx1lXB8KgYmeefK2gEACsDllukL9uDTXFRezavJGhJ52CyWwma9goNi2ah9/nQ9dNJPfqQ115KcLvZ9emdSpoVRRln1MrYimHNb9HoGnwzYUGrqqO7dYw0Cxw9KM6kT0O/lvr2Y3NRFvMpLcFpYUuN5dvzKfK7cWvaVR7fZwRF8FL/TK6dqBHEL/PC2iYzJ0/+1fk5zHryYfpNeZoxl98OQB15aV8eO/faWmoByBj0FDOvPNB3rvzFsp35GCx2fG6WwENq8PBBQ89RXRqGtnffsXCN/9LREIiI087h+/++xwIQUxaBmfd9RBN1VV88vDd+DxuLn78OUpztlFVuJPyHXmU520nKDyCuMzuFKyTpQljzrmQMWech/D7WTDjP8RldmPgxMl8/+YrrJv79Z4XqWnc+M7neFwtFKxbQ4/R47BYOz4YFW/bjNXuIC4jC4CyvO18+vDd+L0+pt58O92Hj9rn77vStdTfb6UrHVxTnxVlHzNZNXSLRtyQzts9jeCugZrNh0ZXhqFhwYGAFSDdYcMtBNU+P9VeWdeQFWTl68p6jAP/OfSI42l18doNV/L6jVe2BZsd4jO7c9VLbwYCVoCGinJaGuqJTEhi+lMvMfbci2lpbGDMWecTl9lNvoamAYLBk6cGugGk9OkHQH15Gevnf8uIU85E03Wqiwr4/NH7eO+uW+g15mj+9voHxKSmM3DiZCZedi1mq6ybb2moDwSsILsLuJyNfP/mf9mwYA7zX3sRwzDoNfZoQqNjOl2HxeEAIXj9xqv477XTWT/vWz558E4aq+WnP1dTI58+fDcf3HMbrU4nAInde9Fz9NH4fV5qiov27ZuuKMoRT5UHKEeGtoAADWyR4GsBvwcSRhzan9t2D0+fKqgEIMlm5uEeKZwUG9ElYzoSGH4/XpcLv8/Ld6+8wAlXXrdH66d2O7NXUbJ9C2fc+SAxqWlkz57F6q9nEhwZRUtDPcIwiE5Np2ZXIfaQUFZ+8THVRfmc/o/7iElLZ/DkqRSsX0NFXg6tTY1Y7Q4sNjsNVfLnvfH7uaT2H0ifceMp3rKJDQvmkDloGMVbNhESFY2ztoaRp59LfvZK6spKeP36Kxlz1gUA9Bg1DpPZTErvflz10pusnPUpxVs3kzVkOAtmvAyAs0YGqZX5O/B5PVTm7yAsJhazzUZUciqapmHerZ/0cZdeRZ+jxpPS93/0nlMURfmdVNCqHBGGXK+RcoxG/HCByarjaRL4WiEo9uAvDfgl84b34tmCcp4tqkQH2nPGpW4f9+aWqKD1T3I1NbLkvTfJGjKcHqPGdnrOHhzCZc/+lxk3Xc22pYvoPnx0YBWpn/v+jf/QUFmBput895/nEEbHini2oGBanU34vV5i0jIYe85FzP7344FMq66bmHjZNTRUVlCwfg0rZn6Mx+XCbLXhbnYSFhtPY1UFoq2P86qvP2fnmpWMPvN8bnjrU0q2byE4KorY1AzGnnU+M266CndLM7EZmXQbNpIhk08OjKVw4zp+eP9N4jKysIeGBrabLFY0XWPqjX/H09pKt7Zb/harjUsef26P67XY7KT1H/QH33VFUZRfpmpaFeUQ9lJRJQ/uKCXVZmGX20tbPhmAv2fEc0vm3tedV36dz+Ph+zf/y8YFczFZrIw9+wJGnnrWHvvtzF7Fxu+/I2/VMqxBwVz69EuERHWeNLnh+7ms/vJz6spKAtv6TzieTQvnkTZgEInde7Fy1qcIIbjkiecp2baZXmOOxhHa8bvRMPzkrlhGREIiFpuNFZ9/zNalCznl1rtIyOoROGdlwU62LPme4dPOoGJnLl888RCxGVmB4NLrbsXwGyz//ENWf/U5vceN5+QbbsPn8bDwrVfZ+P1chGEEVrrSzWYGHX8Sx158OVWF+YTHJWAPCdkfb7lyiFB/v5WupDKtinII+2taHGfERxJnNeMxBDqQvmQDAniioIJmv+AfWQlY9UO7DGJ/aqyuxNXURHxmN3765H3WzJ5JUq++FKxbA5qG3+th+7IfyBo6gpjU9E7HZg0dQWN1VVsLqGaa6+twOZvI/mYWw6eegTXIwYLXX8bwdfRT63/s8Qw4bjKl27fSc9Q4Bh1/EukDh+D3+dgwfw7r5n5N9a4iJky/Ap/Hgy0omM2LF/Ddf54jte8AzrnvUU78602ExsbR2tSE193K7OeeZNCkKaT07R+YFOVJTCEiIZG0fgMAZNCsaUQmJDF86umYrVb6HnMcAHmrl7Nh/rdYg4LwulrJHDwMr9tN0aZ1bJw/B1djPdt+XEJC955c+MgzgWvJWb6UyMRkYtP3U+sMRVGU3aigVVEOcQk2OenGbpKlDi/1SeParXISzIu7KhEIrkyNJdGm1oLfndfjZun7b7Fp0Xw8rS6mP/E8NbsK8bhclOZslTsJgS04BL/Xy1u3/o24jG6cedeDBIWFB15n8AknEZ/VHYDyHbksfPMV/D4vJrOF0WecG7h1b3E4mHbzHWQOGgrApf/6T+A1UvsOCJyvLHcb3YeN5P27b6W2pJiLH3+OhG49iU5JI2PwMAAqduax4vMPAcgaOpKd2SvxeTyd6kijkpK54OGn+eyf9/Ll0/+UixvoGkk9+1C6fQtB4REMnHgiAOkDh9D36AmkDRhM73HHYDJb8La28tmj96KbzOSvWwNAc30dDZUVhMfFU7RpPV/96zFComO4+qU39/FPR1EUZU8q/aIoh5nTE6LIPXoAT/RMYUR4EC/tquK6LWom98/t2rSB7G+/xOf1EB4XjyMsnMnX3kh8Vne8rR0dAcaefQFRySmARmXBDrb/9APzXnkBl7OJok3rqa8oJ7F7TxK796Rw4zr8Pi9RySlY7HYqC3bQb/wkAGJT0lk/92v+c+10qooKaHU6qcjfEQhqQbbCuujRZ8kYPAzD78cw/Hz74tNs/+kH+h07iZzlP1JbWkJcZjfSBgwGwNXYwPBpZzD2nAv3uMZFb79Gxc488tevISIxiciEJOrKSvF5PDRWVdLUNsnKERLKlOv+j37jJ+JqauL1G6/iteuvIKF7L3Zt3oDZaiOxey+aqqtY8v4bvHvHTRRv2URSr770VqteKYpygKhMq6IchkLNJi5JjmFYeDDXbC4g3GxiZb2TkRGqHrFdWv9BjDjlTOKzepA1ZDhVRQXEZ3WjvqIcYRjEZnSjqmAHO7NXcdZdD7Fz7WoWvf0qS957A5/HTU1JMSXbNhEaE8dVL84AwPC3lwForP7qc1Z/9TlRySmkDxhM4cZ16CYTht/PR/f9A91swtXYSO+xx3Ds9CsJjojsNL6Tb7yNzYsWsPqrz3HW1hAaFUPFzlzKcrcRlZTMaX+/h40L5pI+YAjRKal7vUZ3SzMAY848n2Enn4puMrPlh4Us++R9Bk8+maS2pVl3l792NfXlpQCBoFbXdSZefi0/fvweOcuWAlBTsosb3/4Mw++nNGcbCd16oJtMf/rnoiiK8ktU0Kooh7F+IQ4e7pHCuet3sLqxmQ3jjpw2RF53K8s/+5DkPv3IGjKi03MrvviEpR+8TUrf/hxz4aV89ezj5Cz7gfEXX47H1YKumzjlltvZunQRPUaMobJgJ18+/U/8Xg8miwU0jfoKGdg5a6oozdlGUs/exGV2p2T7Fpob6gLnqi0pJq3fIFzOJoIjoijL2QqahsVqx0UjJdu38J+rL2bIidMYdMJJbPtxMYOOP4lv/v0kVUUFDD3pFPoefRzWoCDKcrfTe5zMbFqsNoZOOWWP696xZiXB4REkdO/JSdf9H7UlxVjsDl68/AKSe/UhPC6Bhspymqqr9jgWoPe4Y6gpLsJktjDu3IsYOPFE4rO6Yw8OYcJfrqR4ywb8fj9DJk8F4MeP32XlF58w8rSzGXfORWi6jqYdul05FEU5eKmgVVEOc4NCHZwQHcbQsKCuHsp+tWHBHJa8/xYrJ56Ju+8Q7m8pYeWsTwn7cQnp/x6CyWxm06J52INDWDHzI0BQsl0unRqVlIzZZiM2LZOJl11LSFQUEfGJjDnzfEC2g/J7PUQmJjPt5tuJSEhk6Qdvk/3tlwgh+ODe28gcPIzCjes6TboCcISGsX7+t5gtVirzZbnAhL9cidXu4MtnHiVv1TIA1s75isINa6ktLaZ0+1Zqy0oIjY7F8Bu4W5qJz+pOZELSr74HlQU7+eKJBzFZrQyZPJWMQUNJHzCY8rwcfG43zQ31nHTDbcRldqPn6HF7fQ2LzY4jLJylH7wFGhx9/vTAc5EJSVz3xses/nomhRuycdbWEB6XgG4y4QgN4z/XXEJIZBSXPPH8H/0xKoqi/CIVtCrKYS7CYubtgVldPYxf5DYMWvwGkZY9fx1tcbrIaW7ltPjIvRzZodHnZ1tODm5nE83FhWQn9yRx6JC2SUqr+PLpR/C4mineugXaGoNpuk5CZneeu+QsMgYN5bRb78Hv8zL/tReJTcsga+hINE2jeNtm7CEhhMcn4mltISg8AovNTmq/gWR/+6UcgBByohOgmUwIf0cv1tZmJ6AFVs6KTc/A8PuZ9+oLhMXGEZmQRGr/gWxaOA/dbCYsNg57SCh+rxePq5l1c7+maNN6Ln3m5f/5XobHJZDabyCG38/qrz6ncH02lzz5Agnde3LiX2+msaYKW1AQAydO/tXXcYSEdvq6O91kYtPC76grK2XFFx9Tlrud02+/n8iEJH54/01anU28+X9/5aLH/o3ZYvmfY1YURfmtVNCqKEqXOmNtHpucLuYM60mfEEen5y7ZuJPiVi/Nfj9eAaEmnZUNzdzdLYnZVfVsdbZyZ7dE/rIxn5Xdx3BlZRU3nn0WcXFxRAQ7GHHqmeSvW42zrpbK/B0ABEdEMO7ci1n8zuuU5W0HIHflT5TvyMVklr8S3S4Xz118JpP/ehOzn3sSs8WKz+MGoKa0GI+rhVlPPRwYZ3BEJI7QMOKyujNi2hm8/ffrAxOshBD0PfrYtiC0hbLc7WxaOJ/qXQU4QsMQQlCwfi0XPfZv3r7tOgBGn3EuLY31FG/ZRHRKGqNOP+c3vZe2oCDOufefuJoaWfT264TFxOD3+TCZzSx5bwbN9XXEZ2SROWR4p+O8HjebF84nY9BQIhISGTjpRPocfSwWW8cqX43VlSz79AP6HTuJqTfdTvY3s1g3dzYAO1avYOJl13DhI8/wwb230Vhdhd/rVUGroij7lApaFUUJaPEbBJn2XVOROq+Pcrd3j2AUwOU3MGsahoCfL3Fy/ZZCVjQ4OS4ylO0tbt4prWFdkwuzBj4BI8ODuTevhEafwcToMOKtZnTAWVXBRytWc9dp0wBI6d2Pa/77Dt/P+A+V+Tswmc1MvvZGyvNyiUpOoSx3OxabnaSevQmJimbz4gUA6GYTPq8HYRjEZWQRGhOL2+mkeOsmdqxa3mnC0VHnXUL5zlzKcrdj+GWv1faA1REeQWqffmxZ8j32kFBanU2drtPw+3G7WjCZzayf921ge3hcIlNv/Ac/fPAWmxfNp7JgJ32OOvY3v++O0DAsNivLP/8ITdeJTkmn2/BRuFtaSOrVh6JN69n+0w+MPedCgiMi2TBvDovefpX0gUM4666HADoFrACbFs5n08J5NNfXccbt95M5ZDibFy8grf+gQOeCuMxuTH/qJXRdxxZ0eJejKIpy4KmgVVEUAN4oqeaOnGIe6p7Mlamx++Q1z163g01OF7OGdGfUbp0Lyt1exq/YilXXeb1/Bt2C7ERb5a+jCreXTyrkRKbtLW4GhzmYUVxDpFmnwWdgAoaGBfN4z1S2Ol30C3Ewr6YR3WyheMQEFsVmMr7eyTkJUQAEhYUz/uLLiUpOpe/44/j80fupKy3mpBtuIzTqJ3JW/Ehqv4H4fd7A+KKSUph20+1UFxVQmb+DqKQUEgf3pHjrJspytlKWl0NUUgoWu4OlH74dOG7b0sUMPekUgsMj8Xk9ZA0expATp7EzexWtziYSuvfE1dhAY3UV8ZndqSrKByE46fpbMVmtbF26ELPVxqynHub8B58gLrMbmxfNp3DDWvl+LFvK4ndfx2yxktpvAMdfeV3g3DXFu/j4wTtI6tmbmpJduJubsTqCCAqP5OtnHwNN44rnX8MWFMyyTz+geOsmIhOTGD7tDNIHDia5d99fDYwHTpyMq6mRfscch8/jYd3c2aT2G8iZdz7YKYh3hIbiamr6xddRFEX5o1TQqigKAPVeOYGo1uv7H3vCmyXVpNitTIr+9WUc0x1WilrdRP2sXtVjGDj9Bn6/wXVbCvCj0eTzs2BEL2KsFgaEOKj2eFnR0MwWpwuvELT4wQCsGpy/YQfLRvXh9PhIVtY7aW7LEN906jQmNLVwalxEp/OFRscw9uwLABh9+jkUrM8mY+AQ0gcMpvvIMfQYORaT2Uxa/0HUlZeROXgYIZFRFG/dDMC2HxeTVN2HK55/ndrSYpZ98j7jzruYL5/5JwBmmx2fx41uMpH9zZdEJibTXFbH1qWLOOGaG4hKTqEyfyfleTnEZWShm2qpyM9DGAYn3/QP0voPAuD6Nz7mvTtvpnxHLq6mRkxtwWBtmexUsGvz+sCs//qKMo679GoqC3ay5usviE5Lp6WhnvIduThrawDoN34iA447nqJN69ixegUzbryKS//1H6KTU7HY7fQdPxGAmNR0znvgCUAuYdva7CQkMorKgp2YLBYMn4/ln33IoBNOwhYczLxXX6B46yZ0kwlPqwt7cMcHkg/v/Ts1xbvofdR46spKOPX/7tpjaVtFUZQ/QgWtinKEy29xc/XmAk6KDWfxyN70DLL96v7Zjc3cnlOMTdcoHD/oV/d9qW86f9++i88q6rg9K5FWv8EjO0tJtVk5KSaMr6obMek6u1weBDB+xVZ6hDi4Pi2Ov24tBKDJL2+19wtxEG01s7CmEafPQCCnVDn98vtBIQ5GRYR0yujuTd9jjgssXwp0yi6m9OlPSp+OtmBDp0wjLCaWxe++jrO2hhk3XcV5Dz7BBY88jRCC2LRMnLU1ssWVEEy45EoWvzeDurISsoaNZMjkqei6iYETT2T+ay9hDwnlnPseA6CyYAded+se7bjOvPMhmmqriU3LCJQr9BgxGndLM57WVuKzutNUU03/CZNY/vnH5K74kZriIizZqwBoaWwAYNDkqYw67SxMZgu9xx5D7oqfANi44DvZzcBmo2TbZtL6DSJ31TI0XSc/exWNNVWU5+Vwyv/dyVfPPIpuNtNv/ERyVvzIjuyV+L1ebEHB8v056VTZAmw3QeERNFZXUrRpA811NdQU71JBq6Io+4QKWhXlCLeuqYUNThdocFNGwv/cv0+wg7PiI8l0/HJwW9zqocztJcik81F5HSYgWNdoMQxeLa5GR2ZNAS5IiCLdYePB3BKKvT7WN7mYUVKN72d1rg0+P9ekxTGvphG7rqG39QI9LjqMRSN7kbKflqntPmI03UeM5pOH7sJZW4OGPK+maZz3wOMAVBcV4Ha5SO7Vh6jkFNbNnc24cy8ONP3ve/RxuBobSR80JFDrGVi69WfsISHYQ0LIW72C7cuXkjF4GMdecgWFG9ex9YeFWB0OPC4X2d98FZgcBpDcuy/VuwoDWdbw2DgqduRRX15O5pDhgYUNdqxZwYDjTmDX5o18+fQ/CY+Lp6GyArPNhs/tJiopBV3XWfHFp2i6iYj4REZMOwOf18vmhfMAOPYvV1K0cT2rv/ocj6uF46+8DldTI5X5OznzrocQhkF9eSm1pcWkDxy8X34uiqIceVTQqihHuFPjItCAQaEdE2dcfgOPYRC+lzZUDpPOC33T9/pafiG4bGM+c2saAXihTxpP9krhy4o6HskvB2BkWBBosLKhBYBvqxv5ZnhPZlc3UFxZT7TZxCPdk6nw+qjz+tje3MpzRZUMCwtiYlQoV6bEMPpn2dTewXtO9NrXzrjjATyuFhyhe5ZExKRlBL5P6z8ocLu/ncVuZ/SZ5/2u89WW7MLndhMSGU1wRCRZQ0Yw+szzqS8vY9tPizFZLfg8bhyhYfQdP5H1c2cTl9UNr7sVk8VGZEJSoMPBqNPOCUx287hcnHD1Dbxx8zUANFRWAOBzu4nNyCIqMZnkPv3YuGAuIAPy/LWr6T3maLIGD8MWHEL6gMHYHEHsWL2C2LRMAL554WkK1q1h8jU30n/C8USnpBGdkva7rllRFOXXaEL8fN7u/tfY2Eh4eDgNDQ2Ehf16TZyiKAeWEIKxK7ZS6fGxZGRvku2/nsH0GoIpa3Jo9vsZEx7C++W1gKw9vTUjgVyXm42NLWxrkVnBGIuZjeP6MXzZFkrcXnTgipQY3i+rxek3SLSaMes6C0f0wqbr3JtbjB94sHsy9n3Y2eBgJwyD4m2bSejeE4u1c1bb29qK29XCpoXfMfD4KRRtXM/sfz8ReP4vT78MCN667bpAJwOLw4Hh8zPytLNoqq7CYrez9tuvAsdoJhP2oGBcTY3oJhMWmx13SzO6bsIw/IDGlOtuIWPQUILCwjuNp6Gygh8/fpeiTeuZfM2NNNfVsOS9N4lKTuXc+x5F04+cn9vhTv39VrqSCloVRenk9watBS1uJq3ejtcQuHf7dbJ0VG/+tqWQ9U0uzkuI5OPyOgQggPcGZCI0jftyi9nh8tA9yEZei5swk06rITBpGqvG9KXc7WHS6hx0oGj8IHa1eni+sJy/JMcwMCx4v74Ph5qKnXmUbN+Ct7U10NfVMPx8+fSj7Fi9HIDY9Ex8Hg91ZSWccM0NVBXmo6GxeclC3M0dM/6n3vh3soaOxOVs5P27/o+WxgbC4xKoLy8lJi2DpJ596X/sJBJ79ARgxs3XUFdazJl3PcT8V18IZG91k5nr3/wYs3X/lG4oB576+610JVUeoChKJ5qm8f2I3nstD6jz+lhS28TKhmZuyohnWX0zV20u4Iy4CG7NTGRpXROrG5s5MSac7kF2HuiezIKaRm5Ij+fOrESu2FjAyqYW/rIpn6Wj+mDTdayaxhM9Ushv9fB/23cBsGBYD2KsZmKsZh7onkS81YJZ13i9uIr3y+v4orKBjeP6EWw27e0SjkjxWd2Jz+reaZuumzjttrspy93OvFdfoNvw0ST37kvxlo30HnsMAyacAMCYsy5g5uMPUFuyizFnX0CvsccAsPmHhTTXy/ZjUUnJeFpdVBcVUF1UwIb535A1dCSn/+PeQDlEZEIS4XEJuJqaiE5Nw2p3UFWUT2L3XgfwnVAU5XClglZFUfbgMOk49nIr/tTsPHJa5HKk65taOLutF2qI2cTXVfV8Vl7LIz1T8AsY9tNmbs5I4K5uSeQ0tzJp1XYy7BaCdJ0Ww+BvWwqp8PjQNUi0W7GYdHoG2RgTHsLMynoAvAKuTo0LnP+CpGjeKq3BQOAyBCrX+tsk9ujFJU88H3icMXBIp+ftISGc/9CTexxXlrMN6Fho4KjzLmbeKy8ESg7Kd+QAMOnyawPHnH3PI6z77hsWvzsDn7sVi91O9+Gj6TFyDFaHWnBAUZQ/TgWtiqL8onK3lw9La3hpVyWP9kwhxW6hwOXGIwSrG1uo8PjYOK4ffkMweNkWAD4oraFnsIMSt5fl9U6OigzBBJg0jSCzmZsTo3l5VyWrG+VErKUje5EZZGNGbhU5LW5chsGuVi/vldZQ5/N3Wpigb4iDFaP74AdirOrX1/42+oxzMFst2IJDWDXrU3Zt3hAIWAFsQcH4vF40TePt266jtqyEnqPGYbZa8blbiYhPJG/lMvJWLqN6VyHjL7qsC69GUZRDnfqtryjKXq1paGZadi5629Kp/y6s4KTYcJbUNnFufASL6pz0CLIxLTuXHkF2LIAXOCYylE8qahkY6iDFZmH08q38PTOBjeP6Uen2ctb6HUyICmNMRAi6Bt3bZv7fmJ5AvNVChsPKrMoGWvx+NjldJNg69wFN+h81tsof5/W4WfDaS0QmpTDqtLOJTExmxLQz2fD9XGLSMqguKgDAYnfgbXVRX1nO89PPwvD7A6+Rs3wpcRndSOjWE3tICPUVZegmE41VFV10VYqiHC5U0KooSoAQAq2t/+mGphYMCLRKavb7ebawEoCPKuoBGGs2UeDyUODyAJBgNTOnuoEf65sxaxpTYyIAcOg6zX6D09bmUen1Mauyjhd/1jYrxmrmuvR4AKbGRe7fC1X2qjJ/J5sXL8BstTHqtLMB+OmT99i6dBH9J5xAUs8+hEbHsPH7uXhbXQi/n/apd5puQjfp+L1eKgt2BF4zLrM7lfl5FG3awKZF8+l7zAR0XdUiK4ry+6mgVVEUAJbUNnHRhp1cmRrLPd2SOD0+knnVjXQLsmHWNZp9Bm+X1XQ6ZmZlPd0dVvLaglaAb2saybBbealvOkPDg7kkOZoIi5kf65qo9Powa3BpcsyBvjzlN0jq2ZsJ068kPD4xsG3AcSfgbmlmyIlTicvIAmRf2q1LFyEMg4J1a/C6WxGGH78hM65WRxAelyz/qMzPIy6rO811tcx9+VkMv5/MwcMIjVb/DSiK8vuolleKogDwUVktN24rYmCIg7MTInH6Df6SHMOzBeUUtXp5plcq09bmktfSsQqTGXiqdyqRFhOv7aoiu7EFlyF4qW86p8XvmS2dV91AhsNGq2HwZkk116XFk/k/lo1VDi6G388nD92Fp9WF4fNRvauQgRNPRDPpNFRUULAhuyM9/zNBYeF43K34PR4mX3sT/cZPPMCjV/4s9fdb6Uoq06ooCgDnJkYRbNK5YnMBG/JcAHxSXsvOtiyqQ9d4d2AWRy3fig8wAT+M6s0LRZWYgSKXB7chiLOa8QvBl5V1LKhp4tbMBFLb6lCPj5FN6a/dXMDMynpCTCYe6JHcBVer/FE+r4fyHbkYfh9n3PkgTdVVgVv+Pq+X5y45EyEEJosFv9fb6diWxobA90s/fIeopBTC4+IJCo84wFehKMqhSAWtiqIEnBgTzoWJUWx1tpLd1MIul4eeQTZyWtx8XllPtyAb7XPHbbrGvwoq+LiirtNrXJUax9+2FhFq0mnyG6TYLdyWmYjPEHiEIMikc1JsOJucLiZGq0zNocZqd3DRo8/i93kD5QLtTGYzZqsVb2srht+PIyycrCEj2Lx4/h6v46yt5pOH78bncTP5mhvoN37SgboERVEOUSpoVRQlQNMg3+VhvbMFM7IbwPkJkTxdUInTMPhvcVUgaDUMweyq+sCxDg1Oi4/k68p6Qkw6U2MjCDbrXJIUQ53XxylrcinzeFkwohdzqhvJbXEzt7qBY6JCu+BKlT8jOiV1r9s1TeO8B56gfEcOaQOGYAsKwmKzkzF4GIvffR1nTXWn/b2tMqM/56VnCQqLIHPI8P0+dkVRDl0qaFUUJeCMtXmsamjG2G3by8XVOA2DIF1ncnQ41V4fC2ubaAUidB3aJt+4BMyqrKfFkPWMV6XGkma3ct3WIjY2tVDs9mICajw+FtU0EWLSuTgp+oBfo7J/xWVk7ZGB7T32aHqPPZpZzzxK3oof9zjGZLZgD1UfXhRF+XUqaFUUJaDG48MAdMAABgTb2NjsRgOsusao8ODAalUAo8KD0TVo9PlZ2+jCbtIYGCpXT1pZ7+Sy4iryXR5MGoTpGskOGzMr62kVBlZNI82hJmEdSQyvZ8+NmkZ4fALBEZF4XC2YrTZ0k2qJpSjKnlTQqihKwOiIYPJcbnQNDAGDw4LZ2eql2W9Q7/Pzwq5KZg3pQXZDM6VuD7Mq6+keZMfpN/hkcDd6BdsxaxoflddyR04xBpBks1Dq9jI5LoJPKupo9Pn5aVQfdA2C9rJUrHJo2/LDQjbM/5ZJl/+VmLSMTs9NvekfbF26mC1Lvqe5oY76slIQgtqSXSx6+3Xys1eR2LM359z7z64ZvKIoBzUVtCqKEnBuYjSrGpwYBlyaGsvI8GDeKasNPF/o8hBlMTMlLoLUhevwAmubXHiFYGBIA1ucLl7aVUl+W8eBEF3n7IQo/l1YwaCwICZEh9EjyEb8z1a5Ug4fW5cuomTbFgrWZ+8RtFpsdgZOnMzAiZMBWPbZB+Su+ImqwnxKtm3G5/XQ0lh/4AetKMohQfVpVRSlk2E/babE7SXKrDM6IhS7rhFhMdHoM4izWri3exIAmYvW4RIwLSaMGJuVklYP39U0ArK8oF+Igxf6ptMr2E6zz0+wWd3yPRLUV5STv241/Y+dhMVm/03HfP3vJ9j+0xIAbMEhXDfjw/05ROVPUH+/la6kMq2KonQSZTFT4vZS6zOYW9PA5nH9ibB0/Kpo9Pl5uaiSVIdshVXvM/iquprBoUGk2S0cFRnKRYnRDA0PDhyjAtYjR0R8AkMmT/1dxwyZfDLbl/0AQuDzeHjrtusIjojkzDsfDCwrrCiKooJWRVE6uTYlhlu272J8VBhXp8Z1ClgB3iiu5l+FFQBMjQ3nhOhwVjU2Myk6jFszE7piyMohbkf2KjQ0BAK/10N1UQENlRUYfj8ms/ozpSiKpGZBKIrSSa3foFWArmmMjQzZ4/kTY8OJspgI1nXuyEwk2KyzZkw/FbAqf1jeyp8QYrdGa5rGRY/+SwWsiqJ0ompaFUXpJLe5la8q6/lLSgxRll8OGoQQ/GdXFQ/sKGVqbDiv9c88gKNUDic1Jbuo2JnHmm++pL6smJS+A8gaMpxBx5/U1UNTfkb9/Va6kvoYqyhKJ+et30GJ28u4yBBGReyZaW2naRpDwoJIt1sZF6kawyt/XHRyKtHJqfQ9egLCMHj2otPZuWYli9+Zgd/n5ay7Hya174CuHqaiKF1MlQcoitLJhKgw+gbbyfgNjf9HR4SwYkxfLk2OOQAjU44Emq7T+6gJAHjdrRh+Px8/dBdFmzZ08cgURelqKmhVFKWTp3qn8v3I3qqXqtJljjrvIjR9tz9PhsEnD91J/trVXTcoRVG6nApaFUVRlINKaFQM1834kJOuv63TdmtQ8C8coSjKkUAFrYqiADCnqp63Sqq7ehiKAoDVEUSfo8YTnZIa2PbJg3cw75UXunBUyuHsxRdfJCMjA7vdzqhRo1i5cmVXD+mg4/f7ueeee8jMzMThcNCtWzceeughDtScfhW0KopCo8/PXzYV8I+cYr6qrOvq4ShKwDn3PUZUsgxc/T4fGxbMoXxHbhePStmf/IZg2Y4aZq0rYdmOGvzG/g+IPvroI2655Rbuu+8+srOzGTRoEJMnT6aysnK/n/vP8AvBj3VNzKyo48e6Jvz7OXh8/PHHefnll3nhhRfYunUrjz/+OE888QTPP//8fj1vO9XySlGOYPNrGrlt+y5uzYjnmYIKyt1e5gzvyYDQoK4emqJ08ur1l9NYKRe1GDjpRI6/8rouHtGRaX///Z6zqYwHvtpCWUNrYFtiuJ37pvXlxP6J+/x87UaNGsWIESN44QWZyTcMg9TUVK6//npuv/32/XbeP2N2VT1355ZQ5vYGtiXaLDzcI5mTYyP2yzmnTp1KfHw8r7/+emDbmWeeicPh4N13390v59ydyrQqyhFsbWMzZW4vaxpbWDO2H7uOHaQCVuWgdPbdj5DQoxcAG+bPoWDD2i4ekbKvzdlUxrXvZncKWAHKG1q59t1s5mwq2y/n9Xg8rFmzhkmTJgW26brOpEmTWLZs2X455581u6qeKzYVdApYAcrdXq7YVMDsqvr9ct6xY8eyYMECcnJyAFi/fj1Lly5lypQp++V8P6eCVkU5AhlC8OquKgaEOHizfyYPdE8G5CpYinIwiohP4LwHHg90FSjL2d7FI1L2Jb8heOCrLezt1m/7tge+2rJfSgWqq6vx+/3Ex8d32h4fH095efk+P9+f5ReCu3NLfvW9uie3ZL+UCtx+++2cd9559O7dG4vFwpAhQ7jpppu48MIL9/m59kYFrYpyBFrR0Mw9eSVct7WIE2PDCTWbunpIivI/mUxmTrvtHnqPO4ayvO2snfM1dWUlrJs7G5/H09XDU/6Elfm1e2RYdyeAsoZWVubXHrhBHaSW1zv3yLDuTgClbi/L6537/Nwff/wx7733Hu+//z7Z2dm89dZbPPXUU7z11lv7/Fx7o1bEUpRDgF/4KW0tItGWgln/8/1TB4Y6OCs+kt7B9n0wOkU5cLKGjmDd3K/JX7eG/LWrSOs/kKJNGzAMg6FTpnX18JQ/qLLplwPWP7Lf7xETE4PJZKKioqLT9oqKChISEvb5+f6sSo9vn+73e9x2222BbCvAgAEDKCws5NFHH2X69On7/Hw/p4JWRTkEZNcvI7thGSbMCARjoibQM6Qf6+tX0Wq00DdsENHWOIQQuI1W7CbHr75ekK5zbzcr0dZoAAxhsLxuEVbNxvDIcQfikhTlDwuNiQXk6lmtTieRScmkDxjctYNS/pS40N/2Afq37vd7WK1Whg0bxoIFCzjttNMAORFrwYIFXHfdwTfhL87620K337rf79HS0oKud75JbzKZMAxjn59rb1TQqiiHgGhrLBoafuQn5x9r5+P2u8hu/AmAWm8Vx8ZMIbt+GbnNWzgx7gzSgrJ+8fU2Nq5mWd0i+oQM4piYE2jyNbCxcQ0AA8NHYNWt+/+iFOUPSu03kA3z5yAMg8qCnQSFRXTq56ocekZmRpEYbqe8oXWvtZoakBBuZ2Rm1H45/y233ML06dMZPnw4I0eO5Nlnn6W5uZlLL710v5zvzxgdEUKizUK52/uL71WizcLoiJB9fu5p06bxyCOPkJaWRr9+/Vi7di3PPPMMl1122T4/196omlZFOQRkBfci1tJxm0pDJyu4FxHmKMxYqHSX8Unpm3iEB4HAwMBn+GjxN+/19ULMYejohFnCAQi3RDIuaiITYqaogFU56GUMGkpkUgphsXEAtDTW89Wzj3XxqJQ/w6Rr3DetLyCDrt21P75vWl9M+v6ZLHruuefy1FNPce+99zJ48GDWrVvHnDlz9picdTAwaRoP95CTZ3/pvXqoRzKm/TCx9vnnn+ess87ir3/9K3369OHWW2/l6quv5qGHHtrn59ob1adVUQ4R25o2sLhmLuHmSMZETSDGGseHJa/hEz7MWHCYgoizJtIrtD/VnkpW1i9BQ+OMxIuJse35i1cIgaa6BSiHMCEEz11yZmAS1rWvvkdQWHgXj+rwdrj2aT0U7a1Pa5LNwkP7sU9rV1NBq6IcQlr9rkC96ubGtSytnR94zqJZ8Yo9Z1CflTSdKEssTb4GwiwRB2qoinJAZM/9moUz/oOmaUSnpjPpir+R3KtPVw/rsHUg/n77DcHK/Foqm1qJC5UlAfsrw3qo8wvB8nonlR4fcVYzoyNC9kuG9WChaloV5RCy+wSrniH9qPFUsdW5HmCPgNWMmaOjTiC7fjkmzURu8xaOippE79ABAJg0+b+/EILi1gJirPE4TGphAeXQ0nPEGNbOnoXP66G6qIC1335FXGYWFqutq4em/EEmXWNMt+iuHsYhwaRpjIsM7ephHDCqplVRDlEW3cqIyHFoP6tqMmPFjBkfPhbVfsvOlu3UeWsA0ND4oPhVPih+Da8hg9ztzk18U/EpC6u/OeDXcLCrc3opqd33LXaUfSckKprLn3uV/hNOAGD7siW8cu1faGls6OKRKYqyr6lMq6IcwhymYE5JOB9N04iyxJLn3MKS2u8Cz4u2uaU1nkqyHD3Z4lxPi78ZMxZ2NG8nPagbfvyYNQvRlrjAcTWeSopdhfQLHRzoC9vib6aitZT0oG7o2uH7ebe60c2KnAYsZh2318DnF4zvbyIq5M/3x1X2n+4jxrDm65n4vB68bjc+t7urh6Qoyj52+P7lUZQjRII9mXhbEhbdQqQ1Zo/MK8jgdacrhxpPJQJBenB3FtfMYV7lLLLrf8InvDhMQayu+5Gcpi3MqZjJ8rpFrG9YTb1XrkCzqPpbvqv6gm1NGw70Je5Xbq9BQaWLVo+fLUVN/LClHo9P0NzqJyrETGyYlRC7WjHsYBefmcUNb39Kn6PG4/d6+PKZR7t6SIqi7GMq06oohwlDGOxy5XNM1GQ2Nq2myde414lZOiaafY0AVLsr8eJBQyO3aTPVvspO+65uWMrqhh85J+lSku1pNHjr9tqJ4FC1vaSJ7SUt+A2wmjU8vo55qQ6rTnKUnUaXX00COaS05WLUj0xRDjuqe4CiHCZKW3fxVfmHmDULl6XdSIuvmXdLXt5jv5PizsJmsrO+YRUmTOS2bPmfr23BSvfQPhwTfcL+GPoBlV/RQqvXwKQLNhe1BLYHWXVaPAY2M8RF2BjePYKvV1Xi9QvG9o4gPkJN7DkUCCEoy91GeHwCs558mMiEJKZc939dPazDhvr7rXQllWlVlMNEvC2RAWHDiLBEy/6ru2WagkzBtPib6RncjyhrLMvqFlLjqaTBVweATbPjFr884ciLh1znlkMyaBVC4PULrGYdn99gXX7TXvdz2ExMGhSNydRRNTU4M4yGFi+xYWrBhUOFpmkk9exDRX4eZbnbKcvLYdy5FwcWIlAU5dClglZFOUyYNDNjo44LPA42h3BG4iVUuEsJMYWSEdwdkP1ddzRvw6rZMGEm0hpNtacCAKtmo1twb0paiwgzh9Pka6B/6DB2tmynV0i/LrmuP2ttfhOFlS7G9IogIdJGXLiFygZvp310DQamh3QKWAFSYuyksO/XOlf2P0dIWxZQCGa/8BTn3fcYmq6mcSjKoUwFrYpyGNM1nR/bFiAY5B5Bj+C+2E1BDAgdTrfgXoRZIvi4ZAYaGhmOHoyJPpZQ854rCvUPH3Kgh77PGIasgPK3VUKN6RXJrmoXlY0eiqvlDHNDgNWiJlsdTsJi4xg+7UxWf/UZpdu28P1brzLx0qu7eliKovwJ6mOnohzGhDAC369vXMWnZW8xv+pLtjnXE2aJQEPDEH5sup0JsVP2GrAe6oZ2C2PykBiSo2TG1OuXjcAGpYcSFWLBatYIDzKzLr8Rv3HAS/yV/Wj8RZeS1n8QAOvmfEV9RXkXj0g5WC1ZsoRp06aRlJSEpml88cUXXT2kg1ZTUxM33XQT6enpOBwOxo4dy6pVqw7IuVXQqiiHsRhbPBckX0W/0KGE6PJ2qYaOWbOgo2M3OTgv5QrOTb4ci3541m3qmkaQrSOLurmoibU7m9he2sL4/lGcMCSGRpePinoPbq/xK6+kHIqm3nQ7EQlyzfoP7rkNV1NjF49I+Z8MP+T/ABs/lV8N/34/ZXNzM4MGDeLFF1/c7+fal4QQVDV42FXtoqrBw4GYW3/FFVcwb9483nnnHTZu3MgJJ5zApEmTKCkp2e/nVt0DlEOG8Pko/cftoOskPfYommnP27nC46Hhm28IHj0aS0JCF4zy4JPfnMt3VV+Q6sjEY3iocpdxSsL5xNuTunpoXaKstpWtxc0MSA8lNlwG6tWNHvyGUB0CDlOrZ89k8duvAzDt5jvoOXpcF4/o0LXf/35v+RLm/AMaSzu2hSXBiY9D31P2/fn2QtM0Zs6cyWmnnXZAzvdHldS2sqGgiVZPx4dtu1VnYEZo4M7SvuZyuQgNDWXWrFmcfPLJge3Dhg1jypQpPPzww/vlvO1UplXpcrVvvUXJ3/+O39n8q/v56+po/OYbGmfPxt/QQMOsWWwbNJjto8fQtHAhAHUffkjZ7XdQdOVVNC9bhuHZs0/pkcam29DRCTaFotG2StYR3MMyMcrOcQOjAwErQEyYVQWsh7EBEyYTFB6ByWzmq389yo41K7p6SMrebPkSPr6kc8AK0Fgmt2/5smvGdRAqqW1lZU5Dp4AVoNVjsDKnYb8tP+3z+fD7/djtnYNih8PB0qVL98s5d6cmYil/iPD7afjiC+z9+mHv3bvzcx4PmrXzrWZfXR3OhYsIm3wCenBwp+eqXnwJo7GRiNNOI3js2MB2o7WV6pf/gyk6mvoPPyT46KMxxcUhmpspOOdczEmJCLcb4XZTdu99WN/rjik6GgBPbi5Fl15G5CUXk3DnnfL1PB52XXU1RksLpshIYq66kqBhw/bH23NQSXKkcVn6jWjouHwtoAmCzaFdPSxFOWBsQUHYQ0JpaagHQKja5YOP4ZcZVvb2sxGABnNuh94ng35kT5oUQrChYO+t+9ptLGgiKdIm2x/uQ6GhoYwZM4aHHnqIPn36EB8fzwcffMCyZcvo3r37Pj3X3qigVQkQhkH1iy9hSU4m4ozTf3XfpgULKLvrbqyZmXT79pvAdtf69RRefAkhxx1H0PDhhB43AUtSEpWPP0HDF1/gKSwk7uab5L6bNoPhR7PINd29tbXUffQRYVOmYAoLw7lwITX//S96RARGfT2enTsD5zGcThyDBuFqe+yvqmLnySeDsdunTrMZe69eNM79jvpZs/DX1dK6bj1oGhgGmq4fEUEryHZYcytmUuTaybSEc1XQqhxxjjr/EgrWZTP0pFNY/903LH7vDc668wHC41QZ0UGh8Kc9M6ydCGgskftlHn3AhnUwqm707pFh/TmXx6C60dvpjtK+8s4773DZZZeRnJyMyWRi6NChnH/++axZs2afn+vnVNCqBLRu2kT1iy+CyUT46aft9RNa65YtMkthMmFJTibs5JPxO500zZlDyMSJ+JucCI+H1k2baJozh5YVy0l5/nlCjh1P65YtBI8ZA4C/sZHC889HCIEtK0tmS/9xO/j9NM6ZS/obMwg+6igizj4bx7BhNM7+muYfOt960Gw2Iv/yF+refFNu8HbuvWnrlkXEmWeyfdRojIaGwPaQyZNxzplDy6pV+BsbMR0hddV+/AgExl4zGYpyeOsxYgw9RsjfP3mrltFUU813r7zAWXc9tM+zUcof4KzYt/sdxlq9v21i2m/d7/fq1q0bixcvprm5mcbGRhITEzn33HPJysraL+fbnQpalQB7375EnHMO7oICPDt2YGtL9RseD+7tOfgbG9h19TUgBJrDgXA6McfEUP3Sy9TOmEH4unUEjxgBgLe4GFNsLI4hQwEIO/FEhMdD03ff4Rg4AD0oiKARIzBaW3GtXQtCYO3RA8/OnTgG9AfAFBpK1KV/wbNrF47Bg2le+qMcaNvcQT0qkvgbb8RoaKB52TJ85Z3b2bi355A7+UQZsJrN4PMB0PLDD2CzYTidVL/8H6IuvghL0uE/KWly3Gm0+lsJNod09VAUpUsNnjyVH95/k6KN61j99UxGTDujq4ekhMTv2/0OY/bf2FP6t+73RwUHBxMcHExdXR1z587liSee2K/nAxW0HtacS5bgXPIDMdf9DT0oCN1qpX7mF9S9+y4JDzyAo3/nFY40sxndYce1ciXV/32F5Cflf4AlN96Es22iE7qOJTUVb2Ehmt1OyIQJeHbuoHnZMkInTEAPCpK334XAX1VF09y5RF50IZqmUfnU0/gqKwk+ahyhxx1H2ozXEUJQcO65GM5mMj/5GP1nxd2FF1yIv74egLDTTgWvj5a1a/GVllL/1tvYu3WjYeZMaF/JSNc7lQj4CgvbvvF1vKiuk/L0UzTMmkXtG2/gWr+ejPff23dv/EHKpJlVwKoowMhTz6Klvo4138xi2SfvE5eeRfrAwV09rCNb+ljZJaCxjL3XtWry+fSxe3nuz3M6neTl5QUe5+fns27dOqKiokhLS9sv5/yjYsIs2K36r5YIOKw6MWGW/XL+uXPnIoSgV69e5OXlcdttt9G7d28uvfTS/XK+3amg9TBW+fQzuLdvx7l4Mf66OjK/mEnDF1/QunkzLcuXoVksOL//Hn9LC76aarzFJYhmJ9aePRFuN1XPPUf05ZfjbWvIrQcHy3XcS0qIvvIKQo45Bkt8HLrdRtbMzwPnDRo3jpYVK3D060fYtKnkTZyIbrURd+cduLdsJXjcOEpu+T+cS5aQ9K9naN24CYTAU1DQaVKXv76eoNGjca1bh3C78dfU0vzDDwSNGYNwubCkp2G0tGDNyMBTUIAeGorR9CvF6WYz8XffTfjJJ+EtLcXWowfunTsJOebIro860vj8hlwBy6yapxzJjp1+JU21NeQsX8o3LzzFFc+/jsWmOkh0Gd0k21p9fAm09Tnp0Fa+ceJj+20S1urVq5kwYULg8S233ALA9OnTebO9BO0goWkaAzNCWZnT8Iv7DMgI3W9lLw0NDdxxxx0UFxcTFRXFmWeeySOPPILFsn+C5N2pPq2HIcPtBk2jZdkynIuX4PzhB7xlZURdcjG1M94ATSPuH3/HueB7Wv7HKhYJDzyApyCf2jfeJPKCC2hZuxZPYSFZX8zEkpRE9SuvUP3c8wQdNY64G26gadFial56CYC0t9/C1qMHeRMnIdxuwk85haRH/wnAtkGDEW43YaedRvCIEbRu3UrEuedg79EDf0MDvupqdp5yKrrDQdY3s7HExdG6bRtFV16FOTaWlJdeZMfESeD3kzlrFt7SEux9+lD+8MM4F3wPQmBOT+/ItLZxDBlCxgfvs23IUITLRdDYsaTPeH3//CCUg0pRlYvtJU68fvAbgm4JDhxWE5nxQQDsKGumqMrF0G7hhAfv/1++Stcr3r6Fj+79OwAmi5Uz7riftH4Du3hUB7eu6dOaLAPWA9Sn9VCxtz6tDqvOgP3Yp7WrqUzrYcbvbGbnSSeBrmGOi8doaSb9nbdBCJw//CB3asuW6qEhaHa7bFEVEoIGGI2NmOLiCB4+HHSd0OMmUPuOXOWi7oMPQAjCTplGzeuvU//pZ9gHyl/wLUt/pKymFnNMdGAsemgoptBQwk6aQsOnn9Hw5ZckPvIwmq5jTU/HnZODvWcPQsYfQ9l991H3wQfE3nQjVU8/Q/jZZ4Pfj+F0kn/2OSQ/9ij2vn0x6utx19aSP3Uaus1G0NixWDPSQZM9WhMfeoiazExqX30NfbdPfUkvvkDFvffhq6vDaG0laPhwmn/4AUvy4V/LeqRwefxYTDpmk8wuuL0GK3PriQy20D89lPJ6N85WA4tJlq9sL2kBINhmIreshcoG2dO3stGjgtYjRHxmNxzhEbga6vF7Pcx64iGuf+uTrh7Wka3vKbKtVeFPctJVSLwsCTjC21ztTXKUnaRIm+wm4PVjt5iICbMc1hMLVdB6uBEGhtuNpmm4c3MRXi+1b79D07x5RFxwPpa0NLxlZTQvWw4+H6JVNiAWjY2Y01IxGhuJvuIKoi+5GICmRYuxdMsCmw3cbgAaZ38Dfjkr0VddhR4aCmYzusOBv7klMJSCM8/CHBuLpa0eSA8NxVdTQ/XL/8Hf3IwpNgahadR/9jmayYRwu+VrI/usAuiRkfgrKmhevoLgMWPI+OhDfDW1lNxyC6aICFKe/Rea2UzVM//CuWgRmsUiSwTMZhyDBhF7w/V4S2QpgL+mRv5rbCTt1VcwPB506+G5dOmRoqLezdZdTjLiHKzNb8Jh1RnbO5JQh4mlW2ppdPmpbfJis+gMyggjIcKNzy/Ir2zBb0Bzq58VuQ34/PKGU3iQiay2zKty+LNYbfz1lXepKS1m9rOP09rs5I1briG17wAGn3AyMWkZXT3EI5NuOuLbWv1Wmqbtl7ZWBytVHnAY8paXU/HMv9CDg4g6/3xKbr4Zz46dnXfSNGy9eiF8Pjxtxef2YcMIGjQI/H5c27aiO4JoXrToF88TeuJkmubMRQsKQrTIYDX0+ONpXrkS4fEgXLKLqhYRgaivB7tdBr67/Sen2WwItxs9JgajupqYv/2N8NNPw1NURMUDDxL1l+noQUGEHn+8nOTVxt/UhDAMyu+5Fz00hNATp9DwySfE3nwT+WeciXC5SH//fZoWzKf29RlEX3UlNTPeQA8OpuePS9HM6vPa4WDtzkYKKl3YLTqtXnmLzG7RSY62saPc1WnfpEgrYUEWiqpctHiMQNWcrsHuveYHZ4YGSgaUI8uLl59Pq1PWxfccNY5pt9zRxSM6+Ki/30pXUkHrYcZfX0/u+GMRbVnRiPPPp/6DDwDQo6KwZWXhWr06sH/IhAn4XS5cy5f/+guHhIDTGXgYd8/dRJ1/Pg0zv6D6lVfwFhaCyUTPFcup//gTKttbX5hMcja/EB0z++12HH37IjwefLU1+ErLMMfFYQoPJ/2D9zGFdMxwF0LQMGsWtqwsWrKzwW8QffllAHh27WLH8SeAppE5cyb23r0AcC79EW/xLjS7naa5c3EuXETiI48QPHoUmt2OObqjhEE5tLm9Bity6qlp8u7xnNWs4fH9+q83h1XD5em8T3yElbG9I/fpOJVDQ21pCf55D2Ap+oHWk18kYehxXT2kg476+610JZVuOswYbjeivb2T2YwprGPlo5RnniFoxHBqXnmVqpdeAq8XS7csnDPekDuYTIHb/tZ+/fBs3tzxwrsFrADm6Ghat2yl6t//JmjiRLxlZeDxkDN6TEd7qd16o0ZceAEtK1fhyc3FlplJ8lNPkjfpeDCZ0CMi8FVX46uqwldV1SlobVm+nLLb70CPjsKoqQWgYfZsbN26kfzkE0Scczb1H39CxT//SeIjD2OOjSXkqHH46urIHdPWGsVmI2T8MZhjYvbV26wcJGwWnSFZYWwrceL1Cira6lIBjLb0aUKYmfJG316P/3nACjA4U/0hPlJFJSWDcwP4S8HRAm4nlK5Vt6oV5SChMq2HIW9JCd7aWnC7sWZmsuPEKRhNTVi7d8eSkkzwqFFUvfAiormZ8AsuoOGzzwL1qp209Vvdm6CRI9EsFpp//BFzZia+/Py97hd5ycUItwdffT3OuXMxxcWhmc1oFgvmiAgwm3CtyQbAkpGBJS6WsJNOpuq553AMHSrLDNxuNKuV5vaJZIBmt9NrzWo8BQWU3X0PmsNBy08/YUlLo/t3cwGoeOJJ6j/5BM1mo9vsrzGFh/+5N1Y5qM1fX02Tq2MFGItJo19aCFazxsrcxt/0GlazRlqsg+6JQazd2UhipE2VChxpqnMhbz7YI2He3dBcBUf9H0y6t6tHdlBQf7+VrqSC1sOM8Pspf+ghGr+ejeF0EjJxIs4FCzrvZLWCpy0j1XbLPvr666h5/oXO++02+apd+IUX0PDe+6DraBYLwu0m6JijaVnyA3vQNHqtW4tus1H77ntUPfccRmOjPKcQBB9zNKkvvsjO08/As2NHYFGAkAkTcC5ciGa1IjweQo47jtCJEym76y700FDCpk4l4swzOy2OUHLHnTTOnAkWC72z16C1dQ4Qfj8YRuBx4H3y+ah85l9Y01KJPO+8P/BOKweTFTn1lNe5MenwR1YutFs0hAC3T2C36PRLC2HNjkbCg8wcN1CVkxxRKrfBy2NAGKCZQPgheRh0nwQT7uzq0XU59fdb6UqqPOAw46uooP7DjwAwpyQTNuVEWtaskUuZtn8+8e5W/2cYmNPSiLrgAmrfeAPhbO54rj1gtduhrctAw3vvB47THA5MsbG0LPkBPTwcTdeJufEG6t5+G29FJQDbBw/BkppKxkcfEjx2LBUPP4SvvgH3li00L/kBf309WTM/x11QSMVDD+LemU/zqlUk3H8fltRUiq/9K87vv6d10yay5nyLLSNjj2uu++QTvEWF0JbBFV5vIEjVTCZZ9vAzrZs2UTtjBpjNKmg9DJTVuhGA8T8CVltbnevPP6lbzDpNLj8hdhMje4QT4jDj8RlEhx45s3KVNhYH6Fbwt0JQNJz+X3j3dChZA2Y7HH1LV49QUY5YakmYw4wlKYmkxx8j+Zmn6TF/PuFTpyI8nl+8zQ+g22xy1SmvrPvTgoMwRXZMRIk4+6y9HmfU1+MrLsY+cCDW9HT89fX4KiqJPO98GTw2N8uesEVFtKxYgS0rk5QXXkBrX3JVCGrefgdfQwOe/J14S0rxV1UhnE4a58zFkpFB8DFHozkc+Corf3G1q4ZPP8O1Jhv7wIEEHzWO4htvonntWnLGHUXF43tfC9k+YAAxf/sbiQ899FveVuUgVtngpr0tYVKkNbCi797ouobFLHe2WeTXlGhboKxACEF4sAWTrtE9MZjIENWv9YgTmQ537ILpX8O4GyEkDoLa6uE3z+zasSnKEU6VBxzG/A0NVDz+BMLjoWnevEBHAXSdyOmXUPfW24Fb8uFnnUXDp5921LHuVkJgio7GHB+Pe8uWwPHtx2Gz0eP7BeSOO0o+tloxBQfjr6vj/9k76/AozrUP3zPrEvcEYri7ForTUnd3O6cup37OqbfUviqnQo06ddoCLaVocXeHQNx1XWa+P97NbkKClaRI976uvcjOvDPz7pLs/uZ5n+f3aBIT8ZeWIplMdFq+DEmvJ/+ee6j7dVZokhqNSANwOpEsZlS/IqK6Da+h05H44IPUzfoV18ZNqKpK5icfY+zZE39FBb6qKsrfeZe6mTODp40480zqZszAPHAgGZ983GrvcZhjz6pdNeSVu5AlGNUjjgiThmnLS4P7tTL4mmnR3TPdSmKMAY2kMmudKPLr3MZClzZWdhbaqXX66JUZSZXNi8WowWwIm5v/rdg8Db65Vvyc0gvKtsFlX0JaXyjZAloDtOkv9m//BeLaQ3yHYzbdv4rw93eYY0k40noSU3D/A9R8/z2106cTc921RJ57LtZxY0FRqJrycUgUAs7Nm5EtFiS9Hn2PHqGcV8BfUSHSCwwGkCRMffoE95kH9EeOjkYymcQGjwd/VRWm3r2J+8ctaBMT0WdnU/rGm+w+8yw8+aK7lmX4cEwDBoiIbOBaqt0BLhdx//wnsQFbKwC8Xqq/+ALn6jVCeHs8eIuLKX78CXYOPxXPnj1EX3IxBFICtImJJD3yMOmffEza668BYFuwgN2nnU5tQ8Ec5qSga1srXdtaOb1vApFmLZIk0a2tKMAC0GplDDqZzAQjkSYNOg1oJEiNNxJh0qLVaJAl4dfaPkX8Hm/Nt5Nb5mJvqYNFW6tYtLXqWL7EMMcCuUH2XFIPeLRY5La+3humnAHvj4W8FbB7Hnx5GXx24aHzU8Icl0ycOJEBAwYQERFBYmIi5513Htu3bz/W0zpuWbhwIWeffTapqalIksS0adMa7VdVlccee4yUlBRMJhNjx45lZ6Bh0NESzmk9SSl+6mkcK1YEn1e+Oxlj165kfjWV4mefo3rqVLEjEFlVbXUYe/XCsWQJvpLi0IkkCUmnRTKbRQRWVXGuXh3cnXDbbZRP+p/oXOVyBdMQnBs24Fy3DgBfaSnugH2WbLGQ9sbrWIcPp/iZZ9DGx+NYuxZ/cTGSwYCpf3/ib74J2WLB1KMHnn25VH3xBfF33YkmIpLaGTPwFhVS83PIDaD0lVfw5uaha9uWyAkTSLjjdiS9Hl0Diyv78hV49u2j+ttviTz9tNZ4y8McI8wGDZ3SLI22dUyzYDZq2FfqpGdmBFajJtja0OtXUBRhlwXgU5Rgc4Fqu5+ESA0DOkRhc/lIiTGwp8RJfKSe8loPVqMGoz4ccT3pcNtE4ZW7DqLSwG2HVR+AMQoSusBZr4rVH0kGjT5QoKXAlLPgxtkiEmuMgqfi4KxXoP8Nh75mmAPiVxRWleyizFlDgimK/knt0citF2NbsGABt99+OwMGDMDn8/Hoo48yfvx4tmzZgsViOfQJjiWqAlV7wVML+kiIyRS/p62I3W6nV69e3HDDDVxwwQVN9r/44ou88cYbfPzxx2RlZfHf//6X0047jS1btmA0Go/q2mHRehKi2O1Uf/89qtuNtk0bfPn5aOLikExGdgweQvxtt4WW31WV9M8+w5CZQc6loiDJ2K49jtIyAGKvu5bY669n16kjmr1W7nXXo3o8mPr0wVVTI/JY61MLGvi0Npxb3a+zKHvlVTx79wa3y3FxKBUV6FNTkC0WqqZOpfKrr0XXIp8P/AqWU4Zi6NSRXSNHgd9P9swZ+G02bL/9Js5htZJ4372oioJityM3+LBJuON2an74AfuiRdiXLMEydGgLvuNhjkfaxBlpE9f0A1KnkaGB7jQbtGQnm/D6VOIjRLQ+JcYAGAAY3zue0mo3f2ypItKsZUzYTeDkwmOHN/qApw68TohtB5V7AFV8+V83A2wlsGUa9Loc7l4HL3cET0DofnkZtB8DuUvFMbWFx/b1nOD8tnctzy3/mmJHdXBbsjmaRwddwvjMPgc+8Cj49ddfGz2fMmUKiYmJrF69mlNPPbVVrtkilG6C7dPBXRPaZoiCTmdBYvdWu+yECROYMGFCs/tUVeW1117jP//5D+eeey4An3zyCUlJSUybNo3LjrLwOZwecBLiLS1FDVT7+/LzkSIjMXbujHP1GhS7HfeO7UK0BvBXVeLeuRNfQWDp/tThJP37UTRxcdT+8usBBSsglva1WuJuvAFNhGhkoImJCQnWQHRLMpvBaESTkkLtzJlCsOp0yBERyBERpDz+GOYhg4k862xUj4eS5ybi2boV99at+MvKKHz4YYoeeVTMxe8HnQ59VhYxF1+MedAgUp59loxPPyHvn7eyc8RItg8ajHP9egBc23dQ+8svRJ59NsYePdC3a98ab3uYE5hemZH0bx8VjMbuj8mgwaSXw4VZJyt+L/gCKVGVu6HeX6LNQMhdBr8/AbMehcWvgd4Cpz0HhkhQvFBXCLvnQMUuSB8CI8O2WH+W3/au5e55kxsJVoASRzV3z5vMb3vX/iXzqKkRIjA2NvYvud6fonQTbPi8sWAF8XzD52L/MSAnJ4fi4mLGjh0b3BYVFcWgQYNYunTpUZ8/LFpPImyLFpN/z71IGg1tP3gfXZs2YofXi2Ot+GM3Dx5M8uPCTgoAk4mCO+8i9/obhDWUJFH16WdIVivRl16KrziUKiAZDI0vGLCSkgwG7EuWYurZEzkyEn9JSSjCqqok3H8/7efOQZeSgr+oKHS814tSV4dis2EZMoSUxx/HW1SIp7w8KHaD+Hz4qqpAVTF07kzMxRchSRLmgQOwjhxB1VdTqfrqa2zz5+MvKwO/HyVQeFZ4/78o+vd/MPfpTdY3X6NLSmyZNzzM34YIk5bT+ybQN7tp4Ynbq+D2NlPpFebEQG8BS5zwY9VHgqyDzBGABHnL4OMzxbi4DkKoAvS7FnpeKn7udCZc+T2MeAgmvAybvxfR1vzV8OPtgahtmEPhVxSeW/51Ezs6CN5C8NyKb/Arrfu3pigK99xzD6eccgrdu7detPKoUBURYT0Y26eLcX8xxQHNkJSU1Gh7UlJScN/REE4POImo/ORj7Av/wLFmDf7qaqLPOYfY669DEx1N6Suv4K+sJO3NN8HjQXU4ADC2a4dr0yaQZayjR6FLSqbqs88oefKpYLRWExuLJiYGz+7daOLjib/1VjSREegzs9h75ZWodjtVX35Ju9mz2T1+vJhMoCWsZDAgWy3sHDxEbE5IQDIaUZ1Ooi+8AEmnp+7338k573x8paWoXi/odLR58w1sC/+gbtYs/BUVADg2bCDulluIv+N2ZL3wzyx/510q3n4bANcOkeht6NyZxPv/RfXUryh7/Q0iJkxAE70MU+/e+G12ZKMBSRv+1Q9z9Hh8CrPXlSNJcFqfBLSa5iO1APhcsPk78W/bwZC3FLJGQmw48n/MSewqIqWeQOe0vQsa70/oBBu/hrnPiHxVcywUrRe5rafeD0ldxGPlBzDjPsgeJfxet88UAvbqsFXWoVhVsqtJhLUhKlBsr2JVyS4GpXRstXncfvvtbNq0iUWLFrXaNY6aqr1NI6z7464R42Kz/4oZ/WWEI60nEYn33ScinaWl4PHg2r4dQ7t2VHz4ETXffY9t3nzyb7uN7f3646usRJ+ZiT4zQxysKOhTU0m89x40MTGoLheauDg0cXH4KyvxlZcj6fWkPPM0lsGD0GdlUfzkk0L8BTpceUuKg44ECQ8+iC4rE2PXLpS98mpokqqKLy8Pf3k5jjVrcO/ZjXvbNrwFBUKwShKyToexY0dSHvsvlkGDQofW1lIxeTI7hw1n11ln46+txVfUIH+sPiWispK8m26mduZMnKtXEzF2LBmffoInL48dQ4aw++xzcIUrQ8O0ABLC+1UjS00WB5qw8h0o2wRVu2Dzt1C1G7Y0EDPOKtj0FSx9FZa9AX7Pgc8VpmUZdoiGAaZYiGwDeius/RxWvCcKsmQt2CtEXuzMB2HJG2K8IRKyR4qfC9bALw+L9rBhDkiZ8xAi7AjH/RnuuOMOpk+fzrx582hTv1J5PFJ/c9VS41qQ5ORkAEpKShptLykpCe47GsLhppMIY+fOpH/4IUWPPop73z6S/i1yq+x/iBarkeefh33hH6LC3+vFMnw4VV99FTzeU1CIc+NG4m6+GW1iAiXPPoe/KmD1o9ej1tSQf9fdIoKq0wUjsfXf1mWvvx48V8XkyUSffx6V73+AJi5OiNGICKIuvBBJVdFERlD68v8BYOrfH/f27Rh79cRvs2Pq3Jm6+fMpe/0NjF26YB4+HI3FQl0gWV6prUWprWXX2LFEjD9NFJnpdCKVwWAg+d+PUnDPvaCqmAcPwtixI/7qanJvvgW8Xrw5Oey96GJib74Zy9ChyHodpp49mxRvhQlzKHRamdP6CJcKjXwA1VqTB1V7wFER2uYP/O24KoVYNcVA8TrxQBIFQD6XEEZhWoeN38LGb+D056GuQdqSrAFFBY02dOMw497Q/vnPgdcBOotILfjiYhE5L1or/s8AkruLiKy7VkRbl78Nqz6Ea36EjCF/3Ws8gUgwRbXouCNBVVXuvPNOfvjhB+bPn09WVlaLX6NF0R+mP+7hjmtBsrKySE5OZs6cOfTu3RsQ3r7Lly/n1ltvPerzh0XrSYapezeyfpwGXi9SYAm9zRuv49q2DdvixcGldoCqTz8VkdSqKlAU/C5XUNilvPhCSLDKMsGvY49HPDcY0MTE4CsqCtpc+aqqg+dWKiqo/W022sREUFUsw4djX7iQ2mnT8JWVoU1MwDJ8GPZFi3GuXStyUG123OvW4V63LljI5Vi2DBB5s9YxY1BdLjyFhXhzclBq67DNm0fSI49QNmkSABFjx6KJjhZzkiQcK1dhW7YcQ7t2yBERKB4PktmMardT8dZbVLz1Fmg04n0oLSXtlf8j8owzWu8/KMxJxwHFKgjRs+pdkS8JoDWBz9l4zOIXodulkDZAWC7pTKLy13CALxyfGwqWQ3xnkLRQuhHSBorjwhw+Kz+A3CXQbjQ4ykPbDdHgrIDOZ4t0jiASoIobDK8DvHbxkPWgN8PpL0DJJmg7EArWwitd4KrvwBAhoq1+N3w0AfpeDee8+Re/2OOf/kntSTZHU+KobjavVQKSLDH0T2r5dJrbb7+dL774gh9//JGIiIhg7mVUVBQm03H4dxWTKVwCDpYiYIgS41oBm83Grl27gs9zcnJYt24dsbGxpKenc8899/DMM8/QoUOHoOVVamoq55133lFfOyxaT0IkSRK2U/XPIyOp+fEnbAtEnpZkMAS7Y6k+H2mvvUbBvffiXLQI89AhyAaDsJkKEH3lldR81+DDW1FQampEwwFZJvWF51GBkonPN5qHLzcXOSoKpaYGX5mw0PIFlgx8xSWg1Qlx6fdj6N4NV8DXtYlVlkaDqXdvrCNG4Fy7FkP37lROmSKEdkUFhfffD4B17FjSJj5HxWefi+MC5867/np0bdJQa2uxnn46pk4dUbxeKv73lhjn94uUCsBX+9cvp4Q5iZF1Ime1YgegCiGaMRx2/9Z4nM8llp7dtZC/VAidiJTmz7lvIeTMFcb2ljhx7po8UTwU1bbVX9JJw4QXRPSzTX94b3RouzNwY5+zoJmDJHBWh57qI2D4v2DOE8JBAGDlexCdCfYymHabuHHJOlW4nuQuhnVfgscBF33QOq/rBEUjyzw66BLunje5/vYgSP1t4aMDL24Vv9a3A3URI0eObLT9o48+4rrrrmvx6x01kixsrTZ8fuAxnc5qNb/WVatWMWrUqODz++4T6TXXXnstU6ZM4cEHH8Rut3PLLbdQXV3NsGHD+PXXX4/aoxXCbVxPehwrV1L48CN4A3ZW9SIy6NMqy3RctpSCBx7EvmAB0dddR82XXyKZzSj1kVYg4f77Kfvf/8DZOEokx8WR8vjjFNx1V3CbZDQGUweiL7sMY9cu2BYvwb5gARgMyBYL/sJCYq66ClXxY5s3H19NDTgcyJGRJD38MKUvv4y/shLLmNFEjBxJxNix5Fx4Ib7CIoy9e4cEbvCiEtGXXYpz4yZ8RUX4KyqQ4+NRykUERdemjXgPAr/u1tPGY5u1n3AAOi5fhiYqClVVD2h/FCbMEeP3Qv4ysCTB3nlQvVds10VA53MhOl34hOYthbKt0PMKiAkUUCg+cWxMNtSVwLYfhNVSPbJWjAFIGwzxHUFnhrItopNT5HGcm/dX4/MIS6vELvDrw7DsbUjtB0XrQtHww6HX5bDlJzjlLhF5/eXBwI6A3ErqCV3PgXnPNH98Sm+4ZprIje1yDiR2PqqX9VfS2t/fzfq0WmJ4dODFrebTesJyjHxajyXhSOtJTMWUjyl9/nnkqCjR4tTrFYJVkoRg1WiQIyPZc975+ApFQVP1lCkAjSKtAN78vCaCFQBJoqaBMbOk1xF3442Uv/UWqCrV33wjrmU0ikIplwt/TQ0YjVhHnIo74EjgC1hhxd10E1HnnYtr21aqvvgSfZu2FP/3MWpnziTlyadwblhP1PnnUzbpf9R+/32wCAy9nuovpzaemzf0xa5qtaCqSBYL+sxMbL/PQdcmjcizzkabmEDF++/jKyyibv58Kt//AH9NDdk//xTsuhUmzFGh0YkIa97SkGAF6H8LbP8RNtZHTFToc0NIsILIc90x48DLgUqDv9WCZeIhycLupq4A+t7UCi/oBGXGfbD2Uzj7dfAG8k9LtoQEq6xrfENwINZ/Kf7dtwSu/Ul00Nq7UIjZNZ/AvkVQlQPxncS/poDfp61YpHQk94IZD8Cmb0TE/KpvW/61nqCMz+zDmPRef2lHrBOWxO6Q0PUv74h1LAmL1pOY6q+/BkBxuei0fBlVX31F6QsvBjtWySYTisuFUl3d9GC/P9jiFaB66ldo27YVxU4NxKBSXo5t5szgc31Wtii8kmVxDr/4MtAlJuLdty84TpecTNF/H8NXXEzUJRfj3rQJVJW6WbPwlZZS9dlnJP7735h796Z25gyM3bpT+fEUXNu2U7dgIe4NGwCQ9HoMnTriWr+h0fQtI0fgLSnFEzCJrm+coNrtePbtA78fVdZQ8c476LKyRLqCJKFNSsK9Zw/4/VT/+CNx11xzlP8LYcIEcFZBda742RQnonF6M1QGcsNkrUgRUHyw81fIGCYipiWbQGsMCFYJNAZoMwjqioUTwYEihEk9RRQxjIiwbvs50IJVBnOceE8B/IGbcUkDox6FOU82OFAGa6IQm9A0JzlnAUwaANYk2PsH1OSL4iwQkfPygEuJrVg0JJj1KKg+WPtx4PRa6HlJ6HyqCvkrIbnH3zpHWSPLrWprdVIhySedrdXBOHnleBi09fYSbjeVU6dS+cmnyDEx4HaDqqI4HKS//15QmAKg02Gt72Sh1zcy+U954nGsw4YBYOjVq/HFJAnz8OHE/fMflDz1VFCs1u/z7tuHLmCvpUlMRJIlfCUlmAb0x1tcIuYgy7g2bxbWV4DGYsHUozsd//iD2Msvw75oMf7y8mBUGCDlhefRZ+/3BytJ2OcvwLN1q5hrly5EXXN1cLdqs4HBgC9XCAhvTg4oCnJEBEXPTQzadpW+8CLe4mK8BQXBnNwwYf4Uig+WvwGlG0TEtP3p0H68iMI1HKOPhLwlsG+BiNZ5nVC5UxRfxWSLvNVRj4vl5crtBxassg56XA5x4S9+AH68Db69AdZ8CsY42PQ9rHy/wQAJtPr9BCuACtdNB2NgxcXnAlMCoSxLoHyHEKwgorRF68TPURkQ1QYSe4jn66dC57Man17xwQ//gL1LxPPl78IH4+CtIcJKK0yYMI0IR1pPYlKeeorip5/CvmAhZS++FNqh0SBFRhJz8UVY+vVDslqFkAPkiAi8eXkkPfkE+PyUPP108DBdYiIJ996LZDZjmzOn8cVUFceiRTgWLwZJEpZY9SkGARGoqpA5dSq6dtnsHDhICOc6G+6VqzB07YqvuhptVBSx115D4v3/QrHbKXjoISJGjSby9NNIuO8+PHtzkKKjqf7wIyFGTzsNfUoKdfPmo9ZHjOtFeKCgy711K1KgxWwQtxttVib+ktJgo4V6K616tImJ+G029l5wIbLFQocF84OODGHCHBGSDOZ4UXXe6Vyo2A4JnUUktSG1uaIaHcQyf1J3kS6gKqIjUz1lWxsfpzWDzgjOysBzI3hsInIbBuLaBX5QwFkGu+fulwagihuE/ZEkqCkEV41I8fAHjgeITIO2g0QHrPp0jPpIOhrw2oTNWdf+kNoLOk2AjKHiXO46IW4ljbjx2Pg1ZA4NVHtL4mZmyeuw6iMYcgeMfKi13pkwYU4owqL1JEbfJo22//sfxU8+iWvzFlxbtogdfj9qVRVVn3xK0n33kXD77ZS+8AIASmUl7spKSp9/gehLA20KtVribroJQ4cO5N1+R1PBWp9GoKpok5Pxl5ejeoS/oRRhRXW5hQWXJKH6fXh27cIybBhSZATa+Hg8+/bhDszNX1jInrPOJnLCBCSTidoff6L2p58xD1xE7DVXIxuN1MyYSY3JhHXYKTg3b2bvpZehTUwk+b33qP35J5Bk9FlZaKwWSp55FkCkJjRIdwDw7csNFqOZhg7BuWhxcJ82MZHsaT+AqqKJjhY2WoG2tWHCHDGSDANvFz/Pf1JE7PKWQkKX0JikXlCyEZSAN6jPLdqIdrso8Nwj8ltj2wl7rLxlIfNwn0M4BzirAUUI1oXPQs8rT9qCjCNi5COwe4F4zwFc1c2Pi+sAFQ2aAHS7ADYEcuX9++W61hYIwRrbDiKSxP/lxm+EAwT+kC/vngXCBktrhLWfiaisIRKQQpHymECTl+TucN47ImXEHC/OVbqlBd6AMGFODsLuAX8TvEVFFDzwIK4tW4KRRU18PB0X/YG3uJi8m27GV1ODv8EyuKFbV+TIKJxLl6LLzKT9r7+w5/wLROTSbEYymUS0tLISNBrafvA+pm7d8OzZQ+5NN6PU1QEgR0cH82at48fj3rIFb34+bSa9SfHTzwRtsOS4OHEuVcXYrRtJjz5C3j9vRZeZCYB761ayvvka+5IllL70MsgycmSkEMiKgqlnT5KfeBzJYqH8jTdxrF6Nd+/eJu+FdcLpOFesbORZm/DA/aJzVyCtwTxoEO4dO8j49BORfiBJYTeBMEeOqkLJeuEaUG9htfQ1sJcc+Bh9JKSfAnWFkD4UotJh3x/CJkvxgTEahj0Eu34TTgT1WNPAXiQEkTUZyrdBjyuEg8DfGcUP390Im38QBVHRmVC05uDHGKOFaKzaHbrR1VkgewTsnN18sdb+glfSgNYgousgblzqbc32N3U67Tmo3AurPxLb71onUgtyl4r8VkMELH5DnGPoHX/yjWgZwt/fYY4lR5zT6nQ6WbRoEVu2NL37c7lcfPLJJy0ysTAtiy4lBX9FRVCwxt9xB9k/ThP7kpPJnv4zHf9YSOZ334qldEnCvXlL0L9Ul5SE6vfj3rYNANXhQKmoCNpiJd53H5Xvf8DOU4ZhX74CTbzoEoQsN1pS15hNxF59FdbRozH17YuxSxdkqxUMBvC4g00BDD17Yl+8GKWuDnOPHqJQy+fDtmgRMVddhXnwYOEXW12N6nSiulw4Vqyg8uNP2D1mLDXffYd37140bdqg6xjI69NqsYwaie2XX5u4I5R9/EmjPFxvSQn+qioca9ciyXJYsIb5c1RsF61ZN3wW2hYbWKo+UIWvpxbsxULsbv9JbCvfHnIJ8AmPZdzV4t/kvhDTDrJGwikPwOB7oNfVMPzRsGAFkQqwOdAuV28N5ZweDFe1iHaqqih8A9FIIG8FXPyxKOSq3w5C4NYLVm2ggErWhgQriPQBd336UUCwRqWLcbMehZWThRhWVVj8uoisJ3UXgrWmAGb/F377t7A9CxPmb8oRRVp37NjB+PHjyc3NRZIkhg0bxtSpU0lJERGEkpISUlNT8fsPUBwQIHyndmxwbd2KY916TN27Yepx4C8z1e+nZvp0nKtWU/3NN8gREWR+9RWG7CyKn3+eqo8/CUYfTAMHEnfD9USMHMneK67EuWa/CEZgSd46bhxKdTUREyagb5OG9dRTASiZOJGamb+EIrwNGguY+vfHvXUrxj59kHQ6PPv24d2zh+jLLsU8eDCF996HZDJhHTGCut9/B6+XqIsvpuabb0CjQZeejqSR8ezajRwbg1JZBXp9oOOVSu20H5t9/dq0NKzjxlE9ZQpSRAQdF/2BbDA0O/bviju3Fl2CGdkUzjA6KO5a2PilKKJqN05s87nhj4miQ1JMOxHNAzAniOicMQoyToVNX0J8F+h6gciDLN4Iu34BgxWGPSxErL0k7MN6KJxV8NOdEJ0BSyc1P0ZvFSkV9egsIoVD1ojIbE1uqEVrveuAz0WTiGk9kkbkvNbkNt2ns4p81/o8WFkvUkJkrUjxqC/Oi0gBRyXc9Duk9ISFL4nzDr/vT74RLUP4+zvMseSIROv555+P1+tlypQpVFdXc88997Blyxbmz59Penp6WLSeJBQ/+xxVn35K/L33UD31K/Rt25I+5SNcW7Zi6NiBqi+nUjpxItrUFDI//xxd4KZFcTrZe8WVuANV+5rERPylpWhiYrCOH4+k01H91Vfg9ZL53beUTnwex7p1jbpfSWZzMBoMhJog0LiTV7BJAmAZMwZ7IM9W364dnj17ROvYYcNwbt6MUlVFxFlnUjd9BgAJjzyMdeRIck47vfELj4gQzgoeD7LVihIoTkuZOJHo889r0ff4REVVVJyby6n8fBv67Chizm+PLsF86APDNKZ8u1j+zzhV/Fy0GjqcCebYgx/nrBS2TYdTYLVzJlTtgZ5Xh6rf/064bbBzFuyaA5t+gF6XweoPQ/vrReOBaDsE8leIcYpXiEqtSRwjycLSCkQxnc8HbfqKPGOALufCpZ/AvIlQshn2zA+Nbw6NQdzExHcS52+YZnDTXLAmCC/OrFND23fNgcI1cMo9okjsLyL8/R3mWHJEYZIlS5bw+++/Ex8fT3x8PD///DO33XYbw4cPZ968eVgsltaaZ5i/ENkq/h8ljRZfURG+sjJKX3uNysnvgcFA7BWXAxAxcmRQsALIJhPZP3xPycTn8dfWYh0/joJbb8NfVUXNV18BYOrfD1VRUD0eHKtWIZlMqH6/KHhKSsK/v2esEvpSqResQFCwYjRiX7Ys+HPK00/j3LiB0onPY1+0CADrmDHYZv8u5hgfT9nE5ymb+DyGvn1wr1kbulZd6EulXrBKBgOWoUP/5Dt5YuLeU4NteRFR4zLwljpwbqkg6vRMqn/YhWtXNdoEEWny5NVR8n+rMXaOJf66bsd41icY8Z3EAyCxq3gcDqZDiNqGlG4WItde8vcTrRu+hu9vplEkdHvATzqyLVhiRd7w8reaHmuOE0VUeUshsRuc9Qpsmy6Ksr64RLRnRRJ5yo5ykQIgaUOCFaBfwGKv12Vi6d9TJ47JHC6aEOgjQ0V0IAQriCir3ECAJnaDNv3gjb6ik9e1P4eE6493iBufxG7Q+Yyjf8/ChDkBOKKcVqfTiVYb0rmSJPH2229z9tlnM2LECHbs2NHiEwzz16O6xAdo9ddfk/rqK7R99x28+wLLXB4PUeeeS/onH5P40EOoioLfZmt0fNIjD5M68TlqAsvv2pQUdBmiOtZbUIhrzVo8OXtJfuYZMj77FG2bNAAS7ryDiFEjG3nDNiFgXaVJE8fIWi3Y7SBJ6FNTqfz8c1Gk1QDbnDlBwVvf1hVoLFj3Q7Zaib78cnTp6ZS++EKTHNiTAfeeaso/2oQnv3EEqG5RAc71ZdQtKaR6xh4cq0oo/3AT7r01qG4/3kK7GOgXNxT7Hx/mOKH3tdDzqr+nV6srcFMbnR7a5nUAkli9KVovulk1h9sWujko3QpznhYpGIVrQzmpbQeD3gRnvAypfUUnLI2B4Ffqd/+At4bCH/8nxLKsE3ZW9fm09YVckW0bX9vvhbR+wsLMECGcA15sJ25q4toHLLECjHhQXDfzlD/1FoUJ8fbbb9OzZ08iIyOJjIxkyJAh/PLLL8d6WsctCxcu5OyzzyY1NRVJkpg2bVqj/d9//z3jx48nLi4OSZJYt3/b9aPgiERr586dWbVqVZPtkyZN4txzz+Wcc85psYmFOXZIJlFI4C0owPb77xQ98ih1s2ahSUmh3axfMXbujGXgQGSDgYK772HHkKE4mhGAqlvkgOmzsoi/7dbARgVJp8O5dg3F//kPdb/PwV8sCgvM/fohR0U3bnZQf5Ok0aCJjsY6aBAA/oICYq66CsUeEFCqimfPHupmzGiUbnAwNOkNvtD2s7PSxMbgztmDZ+dOamfMxJuff1jnPJGwryrBtb0Kx9rSRtstA5JABvuqYvwVLnRtI/AW2lEcPvQZEVAf/FYAnYTi8OKtdv3l8w9zCCyJIgr3d2TgzXDNj9B+jHie3BPO/R/cuSbgwBAj7MPqMUSFCqj87pDfLYpo8jDrUVj+TqgIzlYslutXvieW6HfOCkRLA38czgoR6Y7JDnQlU0UU1RP4vPI5xf9PXLZI96jnsi+gx0XCwsxdJ45zlMOeuVBbBCs/CFlv9b8ezn/npIyiq34/9uUrqJk+A/vyFWI1rhVp06YNzz//PKtXr2bVqlWMHj2ac889l82bN7fqdVsCRVUodOayy7aVQmcuysFSXloIu91Or169+N///nfA/cOGDeOFgJVmS3JE6QHnn38+X375JVdffXWTfZMmTUJRFN55550Wm1yYY0PCHbfj2rgRJHCsXYevtBRjn974q6qpmTaNhLvuCo5VXC7w+YK+rA1Jeeopar7/nqjzzkOblIQ2Lh5jp45o4uOp+lRUU8smE4mPPELJc89R8cEHOPdrx6qJj8dfXIwmPp6YCy8g9tpr2TF3LiiK6LC1f0q2ySSOycs75Ov0B4SoFBmJsWdPnIF0AmQZb24epr59oW9frCNORR+w3TqZiByXgTbOhGVgMqpfxbOvFn1GBLpEM5JGRtJrQCujidDh1csYMiKxDkuj4pMt4Fcxdo7BU2RHqfFQ++te4i7rfKxfUpgwgrLt8NmFwjYqvpOImMZmAarwV21IfEfR1Wp/tGYhHkH4qVbsFtX+NbmiGGv8M/Dbf8R+e4MbP40BEjqK1q5znxRR2nrnB9UPkg5Urzgmp5RGsaNN34nc2f2pF7uLXxMpBvEdhIjud7241klE7W+/UfLcRNEyPIA2OZmkRx8hcvz4Vrnm2Wef3ej5s88+y9tvv82yZcvo1u34vfHbY9/Bkso52P2h1U6LxsrQ2DFkW1rv92LChAlMmDDhgPvrNeLeZiwnj5YjirQ+8sgjzGzQZ35/3nrrLRSl9VV+mNbFX1ODfdEi7H8sIu766zH160v0eefj3buXig8/whMQhNP3rOSOM9pQ891H6DMzcDa4K/VVVaF6vMT/85/okpORJAnrsFPQJiRQMfk9bPPnkzVjOvG33IwuOQl8Pvxl5ST/+1G0KSkY+/Yl5pprSH3mafRZWfirqih/6212nXY68Q89hK5jR8pefa3p5J3OJoJVExPT/Aut79RVW4tz0SIkgwHJYgFFIerii0h66CEyv/ic+H/8o0Xe1+MNbYyRyDHpaCL01P6+j7LJGyj7YCOOjWUYO8cg6WQUtx/XlkrwKPgqXRgyo0h9fAixV3Ym9oouRJ8t7JskTbgjdJjjCJ1JCEtntYiOKj7RovX9sY3HaczQ/8bmzzHyYRq1a1X9UBtYcSnbKir9e10OXc4WllfBaxvhlgWhY22NVzJQ9/N4bZgNtelbyF9Fs1/NkkaI1IyhsOwt8Vj0SvNzP0Gp/e03Cu6+p5FgBfCVlFBw9z3U/vZbq8/B7/czdepU7HY7Q4YMafXr/Vn22Hcwu+zHRoIVwO63MbvsR/bYT850zSP2q9m7dy+zZ8/G4/EwYsQIuncPd1s52dDGxNDm7bdAUaiZ9iPO1WvQZWVj6NoF95atVH//PYl33838vI3sqC5ibfleoi+7BdXjIeLMM2jzf//H3gsvwltaSvZPP2HIzmp0/upvvsGbn483Nxdju3ZEjB5N9ozp6FJTkU0mOsyb22i89ZeZbB8wEMXjQamupnzixEb79R064Nm3DxpGext0v/IHvGSbYDSCK7SsrbrdGDq0J/XZ5zB2OrmiF4dCm2ACCTx7avHsqW20zzwgCUkjY19WRMkba9BE6om/rhuyXoO5ezyGRwchW/+66uUwYQ5JdLoQlCvfC7TKVUVTgP3xO0T0cn9kA6z9FPRm8HmFMN38XaDtqgJIYC+HHb8KS62z34CfAytQrhp4+5RQq11ZE0qpkbWgjwBXg8+k/ZdzK3eFfpY0QoB7bKLtr7sOXsqGM18VhWGVOfDdTXDuW6A9sVtMq34/Jc9NbLp6BkH/7pLnJhIxZgxSK3Qn3LhxI0OGDMHlcmG1Wvnhhx/o2vUwCyT/YhRVYUnlnIOOWVI5l0xze+QD+UGfoBzRq5k3bx7dunXjH//4B3feeSd9+/bls88+O/SBYU44IkaOJGL0aOLvvAPJYKD222/RpaRg6tuXmu++p2b6DG7ZZOOOmds4bf5WpICPad3v4g9JkxCPxmJBNpuanDvt1VdJeeZprCNGBLcZ2rVDNjUdW4+xc2fkqCgkXQNxpJGJOPcc/JWVjQUrEHXxxdCgqYFkMqFrmMMKjQRrPard8bcTrADm3okhu0lN40I4T4ENQ4doJJMGf4ULT04ttXND/pOaSD2SHG6+EOY4o3qfKKiqKxLPZV3jiGg99rKm2xS3sJ3y2EVaQX2xk6JCTCDNYOa/ROpBm4GAJHxZTXFinLvBjZ/PKf6VtCLi21CwSoeIG2mNIf/Y0s0iEut1ik5Z1kThWLDxG8hZcKh347jHsWp1kwhrI1QVX3ExjlWrW+X6nTp1Yt26dSxfvpxbb72Va6+9ttkmSscDxa78JhHW/bH76yh2nXy1GEckWv/73/8ybtw4CgoKqKio4Oabb+bBBx9srbmFOQ4wtGuHZBQWR7I1Ak9uLr7SUgrvvx++/IYxm0qITEmj3ezfMA0YQNx11wGQOXUqHRYvQpec3OScph7dib7oIiT58H/9Mj79hE7Ll9Fx2VIizz9fbPQr1P08vVE7VjkiAk1cLDXffttIyKpOJxkfTxGVw4Ck16Pv0CG433qGyM9R/ybpLfa1pVRN24XiEQUOpZMaFNL5G0c6fIV2VK+CpBPRDcmowdS1mS//MGGOF1QVcpeLgipjFCCJin1HedOxyoEKNwM3YuXbYccsYYWFL2T+b4oVorFsG/z+uMiVrY9qGSJBY2p8HnMs9L9JRFqD8wxcO6otRDT9rMRrb35qOjOs+zx07g1fHeA1nDj4ypq5eTiKcUeKXq+nffv29OvXj4kTJ9KrVy9ef/31VrnW0eLwH+D34k+OO5E4ItG6adMmnnvuOVJSUoiJieGll16itLSUigaiIUzLovoU/PZm+lz/RdgXL0GpqUHfrh3xt92Kv7w8KPz8FRWg16NPS0MbHU3mp5+QeO89gLBDk7RHnH1ySGSLhbSJz5H85JOiUEpRMHTsiKaN6Aqker3IJnMjf1c0GnSZmcgREUSedx6SXo8qyyh2O9axY7GOGUPibbchGY1/m85XNb/kYF9WhGt7Jb4KJ96iA3+4RV/YHk9ODUqtuAmIvaQThoywqXiY4xhJEp2kTn9etGRtrmtVPZFpTbcZosU5NEYwxcDwf4llfhCC8cbZcNcaURTlrg25DTgCgqpsK3Srd9MJXNteChu/DjUZ0EeGmkR4nTD26YO/pg6nwcB/iHSB5W+D3yOEcEof2DodXukqisVOULQJCS067mhRFAV3A2/w4wmz5vA88Q933InEEamK2tpa4uNDERaz2YzJZKKmpoa4uLgWn9zfhYovt+ErdxJ/XTc0EY3zkso+3IRnXy2Jt/ZC3ybiAGdoPXRpaWiTkjD37YshI4M2b72FpNdRMvF5fMXFKHY77pwc/LW1VLz3HtbRozH36dPq84q59BIiTxtP9XffEznhdCq//JLK995HExsbdDLQJiehz84m7eWX0cbGorhc6NNSg/sVp5O0l14MpiV0mD8vGFUGUDwenOvWYe7bt1UE+LEk5tz2ePLqsC0uxLO3tvlBWrAOTMXSNxmlkwc5Uo+xfcxhCVZPkZ2KKZsw9Uok+oysQ44PE6bFsJXC7rnQ9TyxdC9pRBGVIbLxsr3OIiKZ9W4CDTtkuavFv4oHnC5Y8DzcNAdqi+GTc+CjCWBNAcd+RVYN2fAVIi7U4AY6IkW0f/V7oP1oyDgFfnlARIDnPysaFtiFBSCWhMapCztnCesubyDdILU/XPWtEMjvjRavY+UHcPpzf/69O4aY+/dDm5yMr6Sk+bxWSRLfRf37tfi1H3nkESZMmEB6ejp1dXV88cUXzJ8/n1mzZrX4tVqCZGMbLBrrQVMELJoIko2t0+LZZrOxa1co9zonJ4d169YRGxtLeno6lZWV5ObmUlhYCMD27dvFvJOTSW5m9fVIOOJv4lmzZhEVFfKFUxSFOXPmsGnTpuC2sF/r4eMrd+JcLz6Y6v7Ix7mxHH1bK7GXd6Hm5z149giTbPeemmMiWg3ZWXRYMD/4PGL0KACsM6bjd7txb9iAqW9fqj7/gor33sf2xyK0sTHEXHklEWPGtOrcNNHRxN14AwCWgQOp/OBDLAP6Y+zRE+fatSQ//hiaBm0Gy157jcopHyOZzcRccQXxN9/UKI9WEx3d6PylL7xI1eefE3/nHSTcfnurvpbDQVVUqn/cBSpEn9f+qPJIJaNGeKx6mvE/lEATa8Rf6cLcNxFJI6GJNBA1JuOwz+8rd+Cv8eDZdwBBHCZMazHzAdgyDWry4dT74R8LYerlIt+0qEEazP5L7xFpUFvvPBIQm+3Gwq7fhAj++R4YfGsoR7V+rEYv/Fjd1VBXQuOobgPBKsmikKrDeHHMuCdhzlOh/VV7G8+nXpyGTgDFDSwBI5Jgxn2iIOuSz2DHL8Kf9gRF0mhIevQRCu6+p1EhrdgpPuuSHn2kVYqwSktLueaaaygqKiIqKoqePXsya9Ysxo0b1+LXaglkSWZo7Bhml/14wDFDY0e3WhHWqlWrGDVqVPD5fffdB8C1117LlClT+Omnn7j++uuD+y+77DIAHn/8cZ544omjuvYRi9Zrr722ybZ/NLAEkiQJfysbAZ9MaGKNmPsk4K/z4tpVjb/KjbPKTU1UDr6qUKGQcgxTBPbHW1DAvmuuxdS3L2kvvYhz82bK334bXUY6+uxs6mbORDKbW120NsQ6fDgdlyxGjowUubJXXdlkjBKIsKoOB3i9aBrcfDWHoUN7ZLMZQ3Z2q8z5SPFVOLEvF4UKkeMymkTlDwfn5goUl5eqbwK9zfXNfKipIMkSklGLZNSg+hQk7eF9+Kl+BV+5E3OPBOSbdOiSzEc8xzBhjoqOpwnf1czh4rk1Ea78TrRibSha69GYRUS1tqFVXkBsxncRohWgYhcYo0VBlyVBtHr1u0FvgfJt0PksiMmApc0ZrkvCv7WuELYVigKsU+4VTQ1CEwH84hqXfCoaD0weJdIK6qPCDSneKIrFKnPgxlnQtbHX6IlI5Pjx8PprTX1ak5Ja1af1gw8+aJXztibZlo6M49xmfFojGBo7ulV9WkeOHInaXDQ8wHXXXcd1gfqWluaIRGvYg7XlkWSJ2Es748mro3zK5uANvq/MSezlnfEU2lBsXkydD+A1egzwlpTgLShA9XnJveFGVFT8VVWoXm9weU2bkIDq97fKXfH+5N1+B85Vq8j8+qsm0dKGmPv2pfqLL5Gjoog848DGyPXEXHYZMYE7xGONbUUR1d/vQtLJyFEGpObE5kFQFZWyd9fj2VfXWKh6mv5NS2Ytcdd0RRtnouLjzbhzaki8vTe6pObzo1w7q1DsXsy9E6methv7ymKiL2iPdWDKEc0xTJijZuvPkNYfblsailROHiXE4ogHIa5DwEbKGGqp6nc0PkdwiV6CZQ0KcWyl8NWVwk2g/VjhkyppofPZoNGCrUw0FBj/HCyYGOhoVY8qIrQagxC6qg++uHA/D9dAsKe+E9b2X8VcAfx+kcvqdYqc2g6nQ/fzYOHLMOxeEVX2uSGuXUu9k8eMyPHjiRgzRrgJlJWhTUjA3L/fX/JdcqKRbelIprk9xa58HH47Zo2FZGObk87mqiEt+soURWH69OktecqTnoKd5RTursC9twbF7kWbHkH0JR2JubADskGDMSsKc4/4YOX28YC5b18yvvwCU+8+2JcsQRufgKFrVxIfelAUQQHVX06l6vPP/5L5ePbtxV9be2A/1gDa+ATQaokYNxZTr16tMpe6uXPZ1qs35e+916LnVRyiylj1KvjLnbi2isIPx/oySt5ci/sQy/CK04cnN/QlmvLfwZj6JjY7VnX4KP9wE0jgt3tRvQqKW3yhKm4/tuVF+GtFgYLqVyj/aDOVU7fjLbYjW3QiqGQO+7aG+YvZ+Tt8dRVMHgHPpsBzaWJZPzZLFDzNf140G0juJkTe/tQLxPq8Vmm/z1yfE2wlIoq77F2xbfzTcMpdsOEb2PYzzH4M+l4FXS9ofo7+QGGPxgAZw5ofo/rhy8uFpZYtYNelekIi3OuAmn2w4n2RLlC0Dt4aCm8Nbv51nYBIGg2WQQOJOutMLIMGhgXrQZAlmVRTOu2tXUg1pZ/UghX+RHpAc+zatYsPP/yQKVOmUFZWhtd7/CxlH8+4HV72bRF32h0QX/I1djdlNgc9IpKO5dQOiblPH3TJyRi7diX6ogvRBgrxoi+8EF3bNlRP/QpD57+mrWfGp5/iKyvD2PHgyyGWwYPotGolcoNiq5bGm5eH6nbjydkb3Oavq6Pq8y+IGDcWQ7s/FwnRpwWqjLUS5t6JGLvEAuDcUoG3wIZ7Z9VBC6Q0Fh1x13XDvqoES+9ENBYd7p3VoQESIhVPArQykk6DJEkk3NRD3EzFidxf2x/51P6ei3t3PKbu8VT/tBtD+2hkgwZtnImo0zOJHJOOpGudD05VVZGksCdsmGZI7AKpfaB8V6hC31UL102H/NWieMpRJlqlNkdUGlTnhhwAVB+hPwzEUr67JjDYD8ig0cGk/mBNDl3z3RHNOxI0xO+GfUtCzzUm8DtF6oHiFcK0IQ0bEFgSxfO9i4QY3/aLKOzye+D3J+HClr1hDhPmeOJPi1an08k333zD+++/z+LFixk+fDiPPfYY59d7aIY5ILUVDopzKsnskkh0mRv8YD01Cd++OhzRGvQnSEtMXUoK8f+4pdE2SZZJuPVWEm699S+bhzYmBu2BWrXuR2sKVoCYa67B2LMnxi5dgtuqvpxK2Wuv4Vi9mvT3Jjca71i9mtpffiX+tlvRxsYe8LyGdtFEn9sOXZIZQ3Z0cHv0mdkY2kWJ5gDN4KtwUvr2evQZkcRf3RVTp9A1Ik5Nw7m5Ak9enfBmlcHQMYa4K7ogBRoMyEYtsjH0MWHoGINuWyWm7vF48kXqii7BFGznCrSYYPWW2LGvLME6LBVttJHSt9fjq3CSdFdfNJEndvefMK3Art+hfCdEZcA5rws7qLh24LZBQie4/Gv47NzQeHNCSKBKshCsQQJi1RQjcmR9bmGf9cF40bQAFVBg/VQRke12HhSvh31LhY9ru/Ei39RWAjoreJup8m7oGesPRFGVQMBHawCfR1yjoViW9ZDSU7xWEI0HiteFziOfXC4nYcLszxH/hq9cuZL333+fqVOn0q5dO6688kqWLFnCW2+9ddy2PDve2LosF79PwWnzEJ/nRFVV9OmRpNzVl0SvH/kEEa1hmiJJUhPLr4ixY3GuXk30JRc3GV/22us4Vq5EGx+Hbf4C5KhI2r7zTpNooiRLWIekNjleE6k/aO6o3+5FsXnxlTSO3Kh+hZpZe8EXiCJJoM+Oxr2tCtfWSsy9mvdCNKRHknSHeH2mLnEYMiMxdog+4PUPF9XrB0nCV+3GvrwI84Bk6ubm4VxfhjunGsmoxVNiB7cfb4UDNBL25UXo0yMwtj9+8r3DHEOWvClEXNkWSOomhOieBfD1dSLnNLFbaGxEG6hrsJRuihO5pP5A8avOJLpRnfeOEL6z/wuvdBFL90ihiGiHcdDvOuh2Pvx0Z+h8qyaLc0DzghVEtDQiJdSxqyG+wDziOgjxW48caOtqihXesJFpQliXbAZDBAy/7wjftDBhTiyOSLT27NmT2tparrjiCpYsWUK3buJD4OGHH26VyZ2MeD1+/D6x1OPNq0N1+9G1saKx6MTSpyyFW2KeZBiys2j77jvN7ou/7VZqZ2ZgHjKUsjfeFI0P3O5GfrEgCqnsK4vRpVgwpB++sb8hPZLEu/o0cRqQNDLmXol48urwlTqIGJOOYvPi2V2N4vTi2lmJsUPTyK+qqNRM34Nk0hI1LgNT1yPzZ3ZuLsdX6cY6LDUozP12DyWvrAFVRVFVcPqxLS4g6px2ODeU4S1oXDVd/u5GJL2M6lGQ9DJpT51yRHMIc5Iy9E74+S5I7g16M3x1NWz9KbBTgu7nQs488bRuv9xPZ0XjJfjoTGEf9cMtwttVDni9DrldeL/+dJeIfi5+XSzlL3kzFCUFQG26xL8/6UOF6Nx4kG5WDQUrEih+UWwGwsorIkW4I7xzqoj0zn4MLv/y4NcNE+YE5ohE6/bt27n00ksZNWpUOKr6J9HqZGKTrVSV2olIsqDusGGXVRRFZdvyXGorHPQ4NQtLZOsuY//V+CorKZn4PNaRI1AcDson/Y+UZ57GOnz4sZ7aMcUyZAiWIUMAyPj8M2SzudkUBteOKqp/2IUm2kDKwwOP6Br6VGuz22MvFjnAitOHbNKiqiqK20f1NNFVJ2J0OlHjG3uz+iqc2JYUggQRI9og6w+vQMJX6cK9u5qqaTvBD/r0CAwZkVRM3YZzc7lYbfU1sFBRoGZ+ntiukZq0llXrXQ/CN3h/bzwOUXgl6+CWeZA9QuR8gtgWRIU1nzWNXNZjjA51tdKaRLR2/nOBbloSwZrl2GyRCrDlR9j8vfBb9TpEhLe+ScGBiGwDtfkiIqqqsG+xSAMIErCOSekdcjZohCqsuUA0SvjsIrCXw/UzYeSDMPVK0W5WUYJdC8OEOdk4ItG6Z88epkyZwq233orT6eTyyy/nyiuvDBdGHCaqqpK3rQy/XxWRMy1U9BdLmyUztqEq4otZ8Z181mK2+Quo/fln3Nu3Y+zWDV9JCa5Nm/72orUhB+skpm9jxdgpBn1WY2/ZuoWiIUXMxR2o/GoHvgonkePSkSQJ69CmxSDOzRXUzc8j6qzsYOGWbBIfA5IkNRaOmsZ/164dlbh21xB1VhYaix5Zr0H1Kqg+BdmkxW/34i22Y2wXjeLyIWnloL9r1fc7ce+qxtg1Vnz3OkRUyr27Grwq2jQLvgI7hg7ReCudKBVuqA58Qe8nWIPTizWScGP3A7+hYU5+vE6RiyrJQrB1OTtoRE/fq2HrjyI6iQoFqxo7AkSkitxXjx12z4c1U8T2dqNE3mr/m+D3J0REtb7qv3A9vNkf4juKZfkRj8CaT8AVcC7RmoTLgCUZ7MWABG0HQd7yUKerhlZYvpAXd9AbtnR7KH1Bow/MXxI2XZ5AqoG7VjwkDSx6Rfx7xssQnREWrGFOao5ItKalpfHvf/+bf//738ydO5cPP/yQU045BZ/Px5QpU7jpppvoeIgK7r8zdRUO8neEku9ddZ7gz/WCVauVcdm9RBy4JueEJPL00/Dm52EePBhj165EjBuLddgBLF/CNEFj1RN/fVOB5thQhjffhnt3Dd4C8YVWMz0HVKj+eQ+SXkPSvX3RRovorXNjGZ68OlzbKjFkRFL1w05cO6tJuKE72nhR/W8emIw2Ut/Il1X1+in/aDOoIEfqMHWNx9wnkZI31uCvcZN0Tz/KP9mMr9hB1FlZ1P62D0mvIfGO3mijjZh6xOOvdoMs4dpSgWtrJZbByRjaR+NcW4Z1cCqurRW499WiS7HgqTh0z2/V50cTc3KtSIQ5QixxcOsS+O5m+PpquPADqCsWUcy8laD4Go+vz0mNbQ/OcqgrheTuUBawsIrrCNt/AVQRBVUbHB/fKWToXx+t3f07lIa6QQa7ZdkDxviSLOaBCv4DuOoYYwOiN3Bz5ndC/2tF61h/6DsiKFiTukHpVpGje/lUeKO3SE1Q/bBrDgy5A8Y/tf9VwoQ5KfjTt2SjR4/ms88+o6ioiEmTJjF37lw6d+5Mz549W3J+JxVul6/Z7ZIMqdkxGMw6fD6F4r0VeD3Njz1Rkc1mEu66C8vAgWisVky9erHvuuspeeHFYz21E5rYSzsRc0lHLINSiLumK9bhaWhiDMHiZ9Xtp+SNtUFf1agzsog+tx0RI0RPas++WvyVLnyVLlSvn5LX1lDx4SakwLK/bUUR+f9eRM28ULcgpdaLfVmRcB1AXMdX6cRXLHL4NJF64e1q81I7ex8VX27DV+5EMmhwbapAl2JBtuqwLyvGW2THOrotps6xuLZXotp9wdbFgHgdADLoO8UgR+kbzcO1rRLV68exoQzlAH9fYU4Slr0D31wHzkBU01UrDPgjUyE6XSy/J3SC5e/C9pkir7VZVKjcKc7z8x0ivSBvqdhVsYOgeJxxHwy5S0RkozOhfHvjNqqyTuS9RmceeM6qn2DTgAPhqgxdE0BrEXmzQ+5qPE4TKOwq2Szybyt2ipzba6bBZV9C/ipxvfyVB79emDAnMEe9jhAVFcVtt93GqlWrWLNmDSNHjmyBaZ34+Dx+VFXFXu2kqtRGRWENRXsqkbVNUylUBQr3VOEOLJnWVbpY/dsuKovrmow9WXDv3IVzzRpqZ8481lM5odElmLH0TUKSJUxd44g+M5uUBwfSZuJwzAOTQCOhOnz4KsQypCbSgHVIatDGKu767sTf3ANjxxgcG8tRvQqo4Cm2Y1tRRM2MHPCr2OYG8kt14vdXE2dEm2Qm6a4+JPyjJ+49NWhTLRg6xmBoH0PcNd0wdIxBnx2Nc30ZtkUFRIxNxzo0lYQbe2AZnAI6GV+xA9vcPIpeWIFs1IFBFqukgb8TOdoAOkABz/YqlBoPEeMz0Cab0aVZ0beNoHZuHpVfbKNmZs4x+B8I85ex+HXY/APkLhfPf3kIvrwUvr4GtvwAbfpDcg+46AOxVN7vOiEsI9IgayREtRXL9w05SCtKfC5oOxAyhkL13sD4gADVGkV0014BfZq2jMZ0GAWK0gEWOjVa+PRcWLGf32q9LVbwuUekMSyZJNIVrv5BpCtc8bXI9fXs1/b1BEL1q5SuU8mdo1C6TkU9QIpQa/H8888jSRL33HPPX3rdP4WiQGEB7Nop/v0LOpcuXLiQs88+m9RUUVA7bdq04D6v18tDDz1Ejx49sFgspKamcs0111BYWNgi125RU7fevXvzxhtvtOQpT0jytpeRt60MU4QeZ4MUAABThJ6ENlGU5dfgCzgJKM38QSp+hb2bS4hNjvirpv2XkF9XjlfxkzV4EGmvv44+M+PQBx0mFR9NoeqLL0j7v5cxhSP+xF7QkYjhbfBXuTHslwtbjzbKgDbKgH1VMVXf7gQJrMPTkA0aqr7fh+oORYmM3eOwDEjGsboETaQBd04NxuwokVe7QaS9+LBT9NQy5BgDKf/qj6SVqflxF6pHwb29Ctf2ShSXD1+5E7yhD1dJKyObtRgyYnCuKkUTbcBf7kKpapwmIOlkzD0TiBqdHtxmyIzEEWvEkN38awxzknDBZChaL1qoVu4RkVJLImQOE8v25dvht//AwFtENHLOk+K4ugLRWUrd78s82K4VkHSg7rd8b02BLy4JuQLEdgBHKbhqhKAdcIu4Rr1l1binYcds2LdQuBE0QhJLamqDqKvqA40xZLNVT3xHKFh5YKus4PwTRBR4xy8iHcIcC7evECkRb/QRr/fO1WA8fLeR44H8hSrrJik4y+q3qJgSoPcdMm1Obf36mZUrV/Luu++eGKvGe/bAkkVgb3CDYrHA0GGQnd1ql7Xb7fTq1YsbbriBCy5o3P3N4XCwZs0a/vvf/9KrVy+qqqq4++67Oeecc1i1atVRX/uIROvo0aMPOUaSJObMmfOnJ3QyUFMufoH2F6xI0LFvGpZoExGxZjYv3gdAx35p7N1Sgt+rBO2wAOLTQh82qqKKz71DFL3lbS+jrspJh75p6A6zsvuvwuF1c+6Pz+Lx+5h78TMknDa+Zc+/bBnevDycmzaFRWsAXYIZXcKBlklD1P0hLIAM7aJRXX7KJ29EMoc+HuRIHa5NFSg2UWyluvzYFhWga2MlYngbnNsqRdTKp4pCqzoPdYsKiBzZFtmqx1/pQtJr8Fe5cToqiD47G3+tB/PAJKJGZ6B4/FR8sRXnKtEhzl/uajLHuJu649pYga/SiS7ehOL0UT5lM9o4IykPDmihdyzMcYOiwCfnCHF6/S9iyb9smyiwmvOUEGt9roVtM4QRf+lWKNsOSydB+nBhtC9rwe8L5aYaowOOAIQEK4ApSoz1OkXb16J1oRaqAGf8H8x9CvwB0WlOgJXvEyyeAlgxGXRmGnXRCqI2FqwgROz+glWjF+L8+5tF4VhzSLIQpLYSiEoX0WOvA1waIVjVwLXqC9BOIPIXqix9vGmk0FkGSx9XGPJk6wpXm83GlVdeyXvvvcczzzzTatdpEfbsgdmzmm6328X2cae1mnCdMGECEyZMaHZfVFQUs2fPbrRt0qRJDBw4kNzcXNLT05s97nA5ItE6f/58MjIyOPPMM9Hpwr3Fm6O2woHL5ml+pwpKoODKGmXEHGlAq9dgr3XhcfqIS43EWefGUefGGmUkOUtUY3lcXtbN24PBpKPXyNAvodfjZ/OivRjMOroMFr8IxTlVeN0+7NVOohObtzo6Vug0WjIiE3B43Zh0hkMfcISkPPcszrVrsY4a1eLnPtmJHJOBa1sl+qwoameLmynV4UOO1qPUeoLWUp69taE8U8Bb4qDy620iba/+u1oGfCq1v+5FG2sEjYSkk7EOTsG1tQJfmZOa3/ah1HpwbawganQGkiyJlAUJjN3ihIexJKHYPCBJWAYn49ldjX15EfblRSTe2QckkZPrLT5xl0HDHAS/BwrXCiHpqoa1n4mK+ZkPiOfWJFj7cWh8v+tFIVJNroh2Apz7Fvzwj9AY9wFSrhzlcNpEGHIbTL9XiNaMYeJ6macKV4LZj4ein2l9oGA1OCqE32pdkeiEBRDbDqr2CuEY3xnKtzW+ltYgBLI5Ear3S2nxe+DN5lxEGgjhhhHjonUiEhzXEW74BfSB4sk7V4t/jSfO6oPqFxHWg7FukkLaKXKwY19Lc/vtt3PmmWcyduzY41u0KoqIsB6MJYshM/O4cJOoqalBkiSio6OP+lxHJFpfeOEFPvroI7755huuvPJKbrjhBrp3D1vONKQ4pxLPAQpCNFoZa4zIqdLoNPQeJVpf2mtcOGrdJGVEExFjwuP2Y7I2KDjxq/h9Cl63D6fNjcflIyregtftw1Hnxu30Bnuydx7YBkedm6gES7NzOJboZA3fn/Noq51fGxdHxNixrXb+kxlzzwTMPROomLpNiNQASsB2qv7feivJ4L8NlviDQZ3AJm2KhcovtoUitqoaGhIQwjGXdsRTYqfsrfXCg/bxIWgC+bbuPdWUTd4IqNj/CORDaYUtl+r1Y8iMIv76bsj7NU4Ic5KgM8ItC0QUMTodrvpeWFgteVPsT+oGtjLEL5wEIx6GU+8XllSyBjpNEHZUDaONqh/M8UIIe+2gMQTsrCSIaiMKu9Z+JsbqraLwqmQT9L5cOBVUB0Trzt9C58xd0njelXtC12woWNsOFnmmZVtFW1hPjrCqis2Cil1NX78ki5xcv5vmI6ayaKigNUBNQUiwwgklVusp20iDlIDmcZaJcYm9W/76U6dOZc2aNaxceQIUshUXNU4JaA67TYxLbWp9+Fficrl46KGHuPzyy4mMPPpUlSMSrQ888AAPPPAAS5cuDdpdderUiRtuuIErrriiRSZ0otO2cyIVRXVBC6vEjCjS2ifgqHVhshqaXd63RBmDkVIAk67xsr7RoqfPmHZoNDLr5+/B4/LRY3gmEbFmug/PpK7SSXlBLbEpESBJJKZHh71zwxwRfruXugX5mHslom8bQc3Pe5ofuJ8wbYgcbUBxeJFMWmRZwl/tRtLJRJ+ZjbFzLBqLDkN6JG6fgmVwCvo2EeiTrZR9vBnV7cdf7W7UrMCTVwd6GTwNLuZTsQxMxpApvpSNnU4yb7gwjYnJgM8uECLT42gs7npfJQz+SzYLganVg8splsiNkXD+ZNEEwOeCmnywBWyosk4VqQUgBGFMO6jaLQTlL7eHbKZ2/grmONFQQGeG2gMUksjaptZa9duSekLVHmFXVbhGFGgpvlAbWEMkdDoLlrzW9LyqItIF/A3yumPbieIvd7XohjX6v/ByexHx7XqOaCt7guKqOLxUBjGuZb/f8vLyuPvuu5k9ezbGZpq7HHc4DtFt7UjHtRJer5dLLrkEVVV5++23W+ScfypuPGTIEN577z2Kioq4/fbb+fDDD0lNTaW2trZFJnUiY7LqadMxHo1WxmjR0bZTIiarnrjUSMyRf35J3GjWozNoiYq3YLLqMZhFeobX5WPf5hJ2ri5g69JcNi7MYde6Qgr3VKAerDL2L8Dj9/LF1gXsqha5YUW2SrzKIexfjhL3rl34605e14XWom5eLraF+dT9kY/qUw78naAiKvwbIgs3gehzssGvotp9IjfW6cN6SiqWfkmiTbFPwbGuFH+VG9vCAhSbKHAxd49HE2Mk5pKO1Py2l5JJa6hbVIB9TWkjwWrqm4Bs1uLOq0PxtO7vUZjjBI8d9i0VS/Glm8W25J5w5bdiyb5gtchZvWOFEJZL/yeirf9cLJoM7PhF5IYmdBYm/5IshG6vywP5pwi/1raDAq1ZG3yHyToYfIcQzAtfFOfYn6wRgdzRhqhCmEakiE5VKb3EZr8nlCcrycIqy1XVvGA1BAJAnv0+y6LaiuVeU4zY92yyiNYOuVPM5QTGGHd4QvRwxx0Jq1evprS0lL59+6LVatFqtSxYsIA33ngDrVaL33+cfd6YD12ncETjWoF6wbpv3z5mz57dYkHNo3IPWLNmDQsWLGDr1q107949nOcaoG2nBNp2SmiVc3fo1zjUb4kyojNq8bp9uBwiQlCWW0MZNeh0GhLaRrfKPA6HH3cv56llU+mdkM1NPcZxx9x3OSt7AC+PuOGgx6leLzkXXoTidJL1ww9orIeX6mBfvoLca6/F1KsXmV9NbYmX8LfBEaj+N2RHUfvr3qarkTqJyLGZeHNr8RTZ8bsbFJAo4K9wUTtrH7okM2hkoiZkYuoci7FTTHCYpJXRZ0XiK3ag2Lx48uow90rA0i8JS78kACo/2woq1OTvQbJqMfWIw7lRVGL7yp0obh9KsQ/F4TvsFrJhTmByl4ol/S7nwqB/gCUe4juE9o95XLRbXf0xtBkAK98DnQVGPgwLXoQNX4lx5dth7BOQv0I8j86EezbCO8NEW1VJEi1StWbwBaJTMVkwN+BAsPFbkXIQlQ7pg2DjN2J7zgIwRIvIJ9Ao97SuCL66qsGLabDP7w65EjSH+wABoJz5gCxSJ/xukdvoqoHeVwbOd+KmyiT0AFPCwVMETAliXEszZswYNm7c2Gjb9ddfT+fOnXnooYfQaI6zz5rkFOEScLAUAYtVjDsG1AvWnTt3Mm/ePOLiDsMC7jA5YtFaWFjIlClTmDJlCrW1tVx11VUsX76crl27ttikwhw+RoueAaeJLmRLftwCiM9fVYWdawupKKxDo5Np0yEeU8ThRXq9ip9at50409HdGQ1K7sSg5I6cltmXXVVFSIBBc+gbG9XrxVtYiOr1ojodYLWwsWwvFr2R7KjkAx6niY5CMpvRphybP9QTGUv/JDx7a7EOSsG2qADV5ReerDoNOHzgVbH9kU/qfwajOLwUv7oGpd4dI5BnqkuxEndZp+A5Td3jG13DX+fBs1s0Doi5uCPmno33Axiyo/GW2JHNWnylzqBgBfDm2pB0MnE3d0cb3fKFfGGOQzx2sUyuM0LGkKb7K3aL/NCyHUK0WpNFbmrxpsY5nnVFoulA/epTu1EiKmsvE9ZR9YuOPge0GwuJnYUQrid9COxdKIq8clU4/z344WaxLyhY4eDV+g32meOgtuAA45pzH2hAbDZU7hLjbvxdNCd4d7iIBN96iOKc4xhJI9H7DrlZ94B6et/ROkVYERERTepzLBYLcXFxx2fdjiwLW6vm3APqGXpKqxVh2Ww2du0Kperk5OSwbt06YmNjSUlJ4aKLLmLNmjVMnz4dv99PcbFIzYmNjUWvP7obqyMSrWeccQbz5s1j/PjxvPTSS5x55plotS1q9XpS4HF6QZbQGxq/NztXF1BVaqP7sEzMhykgj4S2nRLI31mO3qQhrV0CezYUUV1mQ/Gr+Dx+2vVJbTKn5rh33nvMzdvAR6fdw6CUP9+WNz0ygY8n3Msba37mrfUzubjjKTw59IpDHiebzWT//BOqz4c2IYF9taVcOuNFTFoDy694Ga3c/F2vsVMnOq1cgXS83RWfAESNzwRA9Sqo9UvvXhW8PrTJZhEdtXtxrC3F2DUOSSc+DOVYkaetsepx76jEV+5EG29q9hqyRYe5TyIA5j6JSHLTL5+Y89tTOz8Px6ZAuEWWiBybjuJTcG+tRBNjxJh54hWZhDlCcpfDpu/g1AfgrnVCiO6PzwObvhU/97oEds8Veau2Yvj9cbjqO1HZ/95IsRxf76uKJPxXbaUiilu+QzQLqGf378JNwJoAUhJc9QPEpMO8iaK1ak2eyLVtDlOs6NSVMQSSugvz/4I1oXxaEEv/zurmj9foG7durWfCy/DL/eLnynqxoEJ0G3BHgUYHuub/7k4k2pwqMeRJeT+fVv5Sn9YThuxsYWvVxKfVKgRrK/q0rlq1ilENXHruu+8+AK699lqeeOIJfvrpJ0B49zdk3rx5R92A6ogU56+//kpKSgq5ubk8+eSTPPnkk82OW7NmzVFN6kTG4/axZs4uZFmm3/gOaLShOx1HnRufx4/X5YNWEK1JmTHk7yzH51ZIaBtFRKyJPRuKqKt0Ul1qY+2cXfQbJ+akqiA3IxrqkVow0b1jTCqRehO9ErKQpcO789OlpOAtKaHioylEnXkaHWPSiDdFNitYFxVsoX10CsmWmLBgPUrsa0qCRVaSUYO5V4K46Sl2iE5Z+XVIZi3+SpEeoNZ5UXyii5bi8OG3ew8oWiVZIvaSTs3uq6f8ky34ShsUD8gQWd9IICCsw/wN+PVhUbgUmQLD7m26/60hwpc1awRYE4UAdVWLAqjk3qIDlscuOmT9cxGs+hB+/Kc49sxXRYtWVGEVJWuhTKxS0fc6WDNFWEkBpPYVebPbfhb+sCveFekHcv1XpyREqLtGeLfet1k0QKjYLaK6yxsWnwQiqO5amv3qtSTAlT/A5FNpUun4ywONn0ekwNgnISJZPO7f0bTb1wlKm1Ml0k6RKdsoiq6McRIJPWg1m6sDMX/+/L/0en+K7Gxha1VcJIquzGaREtDKNlcjR448aM1Ma9bTHJFofeyxx8JV6YdAliU0WhmNVtMkktR1SDpupxdrdOt8uOiNWnqPahecQ70rQV2Vk11rCkCSkCSJjX/sxWlz03tku2BBV0NeG3UztR4HscaW6cZ1elY/Ts/qd8THlb3yKjU//khsWRnTHvx3k/1VLhsL8jfx8B8f0z0+g2/Pfrglpvu3xlsYsPQxaEi4qw/6WBMFT4m+7Jp4I1GnZ4IsIUfpRUvVMekY20eLDla1HvSpR+4NrHr9lP5vPaqqYugQjeLyoagK1PkwdWm5XKgwJxCVu8W/cfut9Kgq7PhVREdRRY5n57OEGX89CR1g9n9g6RvgdcFZr4Fd5GyjMcCWnyCtv+g65aoSKQIguksNuU3kv+YuFT6tIx4UDQ4AKvcKAbzuC9g2HXpeAtV5IpJaf93fn4Jlkw7wogJf5M25DWhNYh4fjadZaw5UxNd14Li6ItEJbMb9ULETzntH5OaeJEgaKWBrFdYbh0SWj7mt1V/JEYnWJ554opWmcfLgcfrw+1SsMfomkUydQYvuMJbnj4aG/q4AWp0Go1mH1+0XBu6yhNftQ/Ep+Hx+DDQVrVpZ02KC9WiIPOtMvAUFRI5vauNS63Zw2nePoajQxhpPt32V5N1+B2kvvYh8DCsmT3SsQ1NRPQr6jMjgKoEuzoTHUYelTxJSwI4tYngbHOtKMXWNQ5co3m+N9c/lKikeBW+ZA/wqvmqXaDJQK76cDZ1jDnF0mJOSXpdD0QZIH9x4++Yf4NvrhfVTXZEQgO3GwN4/REFSYnco3SaW+xVFWE19d4OwxLrsS/j6asiZB+mniPO1GyOEZ1J3GPWwaIV66eeiOl+WhTNBck/h17pysnjUc88m+OJSURAlacFRdRDB2oD9Bas5UbSHBWHP1ZD67lcAEYlQV0pQuP50l0hlANHGtcdFh752mDAnOEcUQ46JiSE2NrbJIysri9NOO61J666/G4qisntDEYpfweNsvsHAsUBn0GKJMhKdaEGSJXqNyKbLkHQ2/bGXbcvzjvX0Doh1+HAyPvsU0355MQAaWcakNRChN/LTef/h8smzsM2Zg2fv3r98nicLql/BV+7E0DGa6mm7KP9ELJlGTcjE3D8Jc/+k4NiIYWkk3dEnKFiPBo1FR/SFgYpwt4JSE8rpq525F9V/YrWiDHMU+L0w/wXIHik6PFnihPhc8BKs/0qIy/iO0PE0If78Huh+ATy4F678Dko3QdFaEZF12yChCyR2E8VaX10ltmv0MPBGcb2cPyB3sRCjb/aHb26Al7Lhg/FQVwIaLYx7CpIalKxHJMMp90J0W7j4I2GNpfpE04BGSCJam7Zfi2FpvxQmR3noZ1XZb3+Dr2hnFZx6T+h5Ta5ITeh8FnQ994je5jBhTlSOKOz32muvNbu9urqa1atXc9ZZZ/Htt99y9tlnt8TcTjh8Hj91FSIfr2P/4ydcr9VpGrV/1eo1yBoZv08J2mQda7ZXFvDYks+5tNNwLujQTJXwflh0RmZf9BQgoddoafvee/jKyjCGXSz+NLbFhdTMzEGXEYFk0qJvK6LthuxoDNnRrXZdT6EN24L8xhvrO1/5lUDFd3iZ8KQn5w/RorVsq+ha9WAgRaBwLcx7RkRV/1sOd6wUjQZ6XCyW/b+6CnpdBn2ugm4XwubvIKUnFK4TNlU3zYFnk0IRywn/B7vniZ+dVYGLq+Kx+TvxtGAlvNoVzn8XvgsIXGOMsGapKw5ZUkkaSOktxjckJku0cq237NIahHAG8bwerQmM0SH/1v33qw2CHxot2MpDxVodJ8C4J8WcwoT5m3BEovXaa6896P7evXszceLEv61o1Ru1dB2ajoSEyXp8W/JExprpPaodeuPx4f6wtGgb68tyiNCbuKDDELyKH0VRMGhF+oLL5+GDTbMZkNyBgckdKbRVcsn0F+gWl867427HMmjgMX4FJz66VCvoZHyFdlSvgja2dQs7FIcXVVEpe38DqsOPJsaAqXs82kQzlv5J+Gs8SFoJSdu6RQVhjhO2TBOCNb4jDAzkqNbkC//RwbeLin1JEtX5b/YTInbIHSI1QFWFaM0aLoRnYlcY9E8heLdNFzmshWvFuYo3hvI/fQ6IbAO1+eJfnVn8DCKSu+v30PxcVWAMdGBTvKLg6t1Tm38t9QJVkoUIrX++P/2uhZxFjUVrs5ZXErjrRJEYCAG95HUwRgiHhTBh/ia0qGI566yzeOaZZ1rylCcc0QlHXohyrDiaDl0tzeWdTsWo0TMsrQtexc+Z3z+J3evioo6nsLUij9HpPXlz7XTiTZF8d84jVLvtVDjr2FNTzM+7VzB9z0r+O/hSbF4Xt815m3OyB3JPv/CS2ZGgT7WIjlaqiqFdFMYurdciVfUpFL+6GsXuBRUkvUziHX3QWEI51mEv1r8Zg28XUceIFJj5L9jwrVgCrysS0dI2/cW4yj2iWl9nFlZXWr0w/f/0AtGAYPR/xZj6CCmS8Dbte61od2pJgB6XBHxb/aE80pINohgLxJK/ztR0Kb/ekzWxayhK27Cwqr49a12g5WvDBgLGaOFwUE9EKnQ7H5a/E5onqsjXDdpa1QtYFeI6BKytzMIVYfVHwhosTJi/ES0qWt1u91Ebx4ZpPQqqnaRGGY9LBwiDVsdlnYcDov2r3evC6fPwxdYF1HmdnNtuIPHGCMqdtby88gdeGnE9n5x+D5M3zuLpZV9R63Fwan43IvVmCm2VrCrZfYxf0YmHbNaRcEsPVL+KsV10615MCkRQAyu2qkIjwRrmb8iXlwnXgKF3iuf5y4WAjU4XeaT1rPpARC7jOsArXUXh1Kx/Q8UOKNsuqvD9biEKbaVgihLnddeGnAI2fAVt+okWraMfg+9uEkJYVYTbQJ+rRGTzpfaN51ifYrD6Y7j6B7h5rnAomHKG2N5QpFqSwF4Sel4vgDUGMb+6Epjxr4YnF/8EBWuDbQCGKNH0YMCNsHV64D3aLy0hTJiTnBYVrR988EETM9kwxwefL9/Hv3/YxC2nZvPoGV2O9XQAKHXUMG3XMs5rP5hEc8gwXq/RMeOCx1lRuJ275r8HQG5dBeWuOjSSTJ9EkZ+bU1vKHwWiWKhLbBvObz8Ek1ZPtMFC59hmzMjDHBJDKxr3++s8SHoNskGDpJFIuq8fld/uxJtbS9RZrWeEHeYEwRwHtYXQ9xpRwLT+S+h/vbB2ApHvuvpjaD8O2o8X+Z4lmwJL+6lCtMZmihauqz6Aqn1ijCPQVa1esEa1haoc8dAYIK0v9LhQeLlmDIEO44QTwBcXNc4vBYjOEA0DyrbCx+eIzlp5y8GSCPbSxmN1Juh7Pez8VczBWQGp/YUnrB8RIT4Y1uTGTQkKV4nH+i9C4rm5LmFhwpzEHJFore96sD81NTWsWbOGHTt2sHDhwhaZWJiWRRcwG9b9SYPmnHI7EpAZbznk2MPl7fUz+XLbQvLrytFrtCiqyuj0njy66BNu6XE6SwtD1bhvrP2JM7P6U+qs4allU/GrCud3GMLiwq3M2ruGnVVFfLNjEZmRSYxoexy23fub4y1zUPLaGrRxRpLvE8u8sk5D/OWdj/HMwhw3XDdDRCq1BrGcX74dchZCxiliKX5FwG5qeyDKKOlAHyGEZ2SKyB/NHg0ZQ0XzAL8HskcJAVq8ARHWl+C2ZfBiltgfkSostHIWQr8bhAh+tVtoToZIIZzXfCqivjFZQlgrPqjYJYQyCMG9P9V7RQ5qfCdI7QPbZwrRWY/PKZoXjH1SzKG+uKseW7EQw1FtRKOFeuqN24fdA8Pv/9Nvd5gwJyJHJFrXrl3b7PbIyEjGjRvH999/T1ZWVotMLEzLcsmAtoztmkSs5cjTN6odHia8Lm5Glj8ylqhmGhIcjK0VeSws2MxVXUZi0Yl2iaWOGopslRg1Ouo8Dn7ZKz6U6zxOSh01rCnZRYmzJngOFcirK+fUNt1YWbwTu8fFyK8eIckcjSxJ+FQ/E1d8i0aSWX3VqxgPFcUI85ciyRKSRg76vIYJ0wRZBjmQx+y2waxHxc/dLxJFWKY4Ea3UmcHrANULHi/8eJsYd8NsmP8czH1aCMHIFCEuF7wAOqM4JrkXbP05sETvAYNZFEKBKARzVobmI2nglLshJhMeyhEuBVt/FvsatluNSodrpsGmH2De02JbUnco2QyoUL5NPJojZ4G4hruWZguwDBEw/hn4+OwGUV9VNBPoffmfeJPDhDmxOaKy3Hnz5jX7+PHHH3nxxRfDgnU/vlmVx9PTt+D2+Q851udX+N+8XczbXnrIsX+WPyNYAYw6DZlxFrLirRh0h/crs7OkDodHFCc8s/wrXl39Iz/sXBZs7zZ120Lm52/C5feSU1vKyyNuYEBSB37eswIAg1bPvprG78WemhLOaz+YbnHprC3dg83rYndNMYqqIiERqTfTMTqV2XvXUeWyNZnTpLXTuXzGS+TWhppaO30eZuxZSY3b3mR8Q1YW76TcWXvQMWEOjDbORMq/B5F4W69jPZUwxzP5q2DzNDBY4YyXof8NQnBqDaFCrBEPCvEJBK3Q9FaY9yzsmSe2bf0Z5jwNy94R1lPeQGvg4nUw7Z8iygmicCoyTSzFOyvFkn7HM8W+toOEAP7uRqjKFcVX9dQLVhDFYlumwYKJofmUbgVUsIa8jZvFkiiW+3VWMb5h4Vf7cTD8Psg8ReT1yloRTdaaRFewn+8ORV1PMhTFT97mDWxdvIC8zRtQlEN/hx4NTzzxBFKgY2T9o3PnE2MVSFVVasrtlOXXUFNub9UWqvUsXLiQs88+m9TUVCRJYtq0aY32P/HEE3Tu3BmLxUJMTAxjx45l+fKWKRo8PvyOTlDcPj92t/+AYvCp6Vuoc/kY1SmRYR3iD3quRbvKeWnWduIselb/t2kHqKOl1uWlwuYh608s7xt1GmbeNZxV+0S17M6SOjYV1BBrNTCiY0KT8bO3lHDzJ6sY2SmBKdcP5MJ2p7J1QxZvzt7Lcyu+JsEURde4tpyVPYCsyCTOajeAjMhEKpy1bCzfi1fxkx3V9MM+ymDmzrmT2VopGiJc3XkUn29fgKIqqKh4/F62VuXzwB8fYdEZmXPxM0QbxOudtHY6k9bNAGBN6W7SI8W8n132Fd/uXMKQlE48NuRyzFoDv+5dzb7aUhRVpdxZhwTMzl1Hj/gMvjlIq9j1ZTnM3beB5cU7yI5O4rlh1xzxe32yoPoUyt7dgKqoJP6zJ5JO5LKGCXNQPjlXdLGKnidyTWfeL3JNz3sHzn8HitbByg+geD30vQ46nAbfXgfWxEBkExGxrfdNralvnqJBJJIixF9STyhaI84XnQ61gdxRjQHyl4mfc5cCEugt4LHDhm8Cx+tCBVeyFtoMhB2/iaiurAMUqBdZtpLG19ZZwNvgBrlgpXgkdoPSzaFoampfuOxzIdYBqnPFPlknUhG2TBMCduwTonvXScTO5UuYO2UytspQ0wVrbDyjr7uFDoOGttp1u3Xrxu+/hyzOtNrjXx5VFNaSs7EYjyvk56s3asnqkUxcamSrXddut9OrVy9uuOEGLrjggib7O3bsyKRJk8jOzsbpdPLqq68yfvx4du3aRUJCU81wJBz//yvHMee8uZhdZTZ+vP0Uuqc1LWB55rzubC+uY1D2oa2DBmTGclG/NvRq0zqFMFe8t4zNhbV8d+tQ+qYf+YfcOwt38+Kv2zm9WxKzNpcEF7EiDFruHtuBHSV1TFtbgNWo45EJndFrZBIjxAdun7huVNWUgduGPkKlxFFNqaOGBZdObFSAdW23MaRZ47hj7rt8s2MxLl8ommHQ6Ch1VFNgq0Ana/Aqfv4o3IxO0jAouTMb921Gq7jx6EDRyGglGY0Uigo3dEzIjEzE4XXz/c6l/LJ3NQBLi7Zzx5x36BiTFtzWkFijlZ4JTVcSSuzVrC3bw7j03jy97Cs2le8DYGd1YSPR6ldE4cQfBZuZtG4G9/c/n8EpnY70v+GEQfUqeIrsoKoobj+acFpAmEOxe54Qg7HZENdOpAgYIkQV/4rJ0G60eOyZL9q0dr8AskfAvZtFhLRiN3wwRgjJUf8WqQL++mr+BpE6xSeKu4oCeaLVueLftoNENX59kZPWII7vNEE0N6jaI64b31HMzRQNpz0nnAPqj0ENtJVdJLbJGiF4QXi8ugLpB4ZImPCSyFV1VMB5b8Paz4SNVcYpMOF5MW7uM7DyfTg98Fp6XS7msOt3Mb+TULD+9MpzTbbbKsv56ZXnOOe+R1tNuGq1WpKTkw898DihorCW7Svzm2z3uHxsX5lPpwFtWk24TpgwgQkTJhxw/xVXXNHo+SuvvMIHH3zAhg0bGDNmzFFdOyxaj4J9lXb8isofO8qaFa3n9j78rlgWg5aXL265pdM6l5fHftxM77bRDMqOpbjGhV6WePrnLciyxIfX9SfKdPB0AZ9f4fs1BdS4vLz463ZkCcx6LSqgkSWiTFoq7V425NewdE8FHr9Kpd2D1aBlxb/HIMtCKGbFW/j8xkFUeCpxaNoRqTdi1BoaCVYAn+Ln0y3zkIDcOrGEL0sSiqqSbI7hiaGXU2yvYuKKb/B6nFQ663ArXhYWbcGAghaFp7ufjxITxdntBjIvbwPvrp+FVtaQW1dGtMGCWWsg1RrHl9sW8NKqHzBrDWRHJaOVZUa06UHXuLbsrC4kPSIBh8/N5vJc6rxO7ut3Hhd1PCU4113VRVS66nhr3UyWFW3n6VOu5PpuY/ht3zpGt+2JX1WYvmclZ2UPwO3zcta0p/ArCv2T2rOpfB/z8zae1KJVNmlJurM3qKCxhvOLwxwGZduFlVVqHzBGicdd62FSfyHufrwdrvpWtFUd91ToOGsgcpPaC+7dIqKcfrdY2tcaoPM5ULJRFFDVFzvtmS+ilpZ4Uaw17mmRXpDXoFDKFAuZp8LGqaFtPlegqAuwDoaiDdDrClj3mdim+GDnbzSbn+quafBzLSx+FSr2gOKBtoMhaxjMuBdKt8D4p4Una9EGUYSmj4A+V4aO73ben3+fj1MUxc/cKZMPOmbex5NpN2AQstzyN8E7d+4kNTUVo9HIkCFDmDhxIunp6S1+nZZAVVVyNhYfdEzOpmJiUyKOucWlx+Nh8uTJREVF0avX0WucsGg9Ch48vRO/bS7hvL7HT8vWelbtq+KHtQUs2lVOUU0bym0eRnZMYP4OIQafmb6VlwIiudzm5qVft3N692RGdU4EwOnxc/5bi9lWXIcx0JFIUSG3UuSGZcdb+N8VfSmuddEnPZrPl+fywi/buOXUbEZ3SWTEi/Nxev3Mv38kmwprWLK7gs7Zdby88nseHHABE7JEflqVy8Zb62eQYo7lzOwBLC8W1biZEYnsrStFI8l8fNrdpEclkGSOZn1ZDmnWeOxVBSSZY6itcWLVGjnXG4FXcTO4+xCeX/4NP+9ZwYrinQDIyCgBQ9CLO55CojmKYWndmLRuBg6fG5vHyXXdx3JD97EsKdzKruoiog1WPjvjPnZWFbKieAdnZ4v+4fPzNjJl8xzWle7B5fcyum0vDLKWvTWl/Kv/eXj8Pqx6I/+a/yEuv4f0iAT0spZqtx1FVan1iPcvMzKx1X8HjjW6pJZzmgjzN2DgLZDYRaQFgIgsvj0UXDViKbzzWYc+h7XB39WNv4PeDO8ME2JSbwUkkLTCt1XxisYF5lhY8zGs/lAcV7+EX1coumtJGlF4VZ8HqzUK8Zq3TDweqxQ2WXOfFo4CIGy1anIbz63HRaJYSwmsIJVtFzmvtmLYMRP6Xi2aDXjssHqK6Ap2wWThaFBv+3USU7B1c6OUgOaoqyinYOtm2nbr2aLXHjRoEFOmTKFTp04UFRXx5JNPMnz4cDZt2kRERESLXqslqK1wNEoJaA6P00dthYOoFnT8ORKmT5/OZZddhsPhICUlhdmzZxMff/A0ycMhLFoPA0VRqbB7SIho3KHnhlOyueGU49Nf0qrXcPXgdMZ3S6ZzciR6rcz5fdLov6GQT5fta5Rj+8vGIr5alce2kjpGdU7k5/WFTFmyl23FdQC4fAomnQan148nUFS2s9TGaa8t5PXL+2A1aPnniHbcMjwbWZZw+/xIUqgl9hM/bWZ3mZ30/H3UaZxsrywA4I/8zdw+5x08gW4y3eIzODWtG6tKdpEWEUuJo4bBKR1Ji4gjyRxNsb2KK2a8jD+wFJdrK+Wh/heyu6aYz3cuBh1k7V3D7Nx1aBukBqRZY+kYk8acvPX8vGcl/+w1gU6xacQaIyiwVVDqrOHFld9xVZcRVDjqMMhakiwiCpwZlcSktdN5bc1PfHnmA7y7/lfWlu0BRMqC3evErfj4YNNslhdtZ1OF+KLSyhpOTevG3poSHvpjCh1iUnlj9D+4a+67yJJEqjWWEkc11S47nWLFTY+qqsf8rjhMmGOGLIvl/iCSWPY3RcPtK8HSjK0UgMchCrDajRbj62nTr/E4v0cI19hMKN8Z2r5iMsQ3KLpJ6wd7A9aNildEZK1JwsIKGrdkNUaLpgj9roNblwq7LEdFg1zaBuz8XQhWvQXaDoHdv4d8WG1lImf1/MnwbJKI1mYMhaRufwvBCmCrrmrRcUdCw6Xunj17MmjQIDIyMvj666+58cYbD3LkseFQgvVIx7UGo0aNYt26dZSXl/Pee+9xySWXsHz5chITjy5gExath8HjP23m02X7ePPyPpzdK/WozuXw+MivctIx6ejv3jYV1LC5sIaL+7UNLsUD1Di8XPH+chQV7hzdgTiLnvvGdQTgjtEduGN0B1RV5b/TNuHy+nl4Qmf2VTgY0yUJm9vHR4tzWJNbzSX90zi1QyJfr8pjW3EdGXEmNhSEKuhV4K4v17KlsJaHJ3QOzsGg1TDnXyPwKypWgxavtgxNVDkV0g7eG38nA5M6ALChfC8exYdW1jCyTXdumvUGKipxpkgWF26je3wG8/I34ljk4c1RtxBtsNAtLp1yZy0TMvtR7KjihVXf0T46BYDz2w/Bp/iJM0ZwXrtB5NnKsXvd3NB9LNN2icrFYnsVr67+kf8MvpRPJ9zHXXPfZVNFLhpJ5sWV3/PZ1vnc1+88bul5Gvl1FZz/07P4FD9On4clhVuDghVEtHRvTSlmrYFOMamsLcsJ7vMpftIjE3jwjynoZA3J5hjyasvYUVVIlM5MrDGCC358jkpXHff1O4/TMvtwyfQXyY5K5oszw96LYcKg0cLtK4SYayhG92fOk6IV6tA7hT3U/tw4Gyp2ilzR6lz4aL9cPL9HtHCtZ+9ChLGOEmjR6hUNBYI0WPbXGQPpAEDnM0VUeP+GBJYEkWpQfw5ZB6dPhOXpkL9GOBqUbIQf74BzJ8GpD4oCrviOB39/TjKs0YeXn3u4446G6OhoOnbsyK5duw49+BigNx6edDvcca2BxWKhffv2tG/fnsGDB9OhQwc++OADHnnkkaM6b1i0HgZq4EOqJYwk7vhiLXO3lfLu1f04rduhk76dHj/vLNjNKe3jGZgVKujyKyp3frmWnHI70WZ98FxOj5+f1xfQLTWKrUW1nDNpEU6vwvQ7h/HZ8n3sLbfzyiW9ufXz1SzcIZZiZmws4v7xnRjSLo5L313KmtxqJAl+Xl/MHaM68uHivZTWuRnfNYmUaBMxJh01Di9ztotUA08zll5mvfjV+nzlDnKLzMgWPc8Ou5rhaSHbmJt7nEbnmDYkWaKJNlhYUbyLWo+dcmctfROyOSWtKz7Fz9aKPAZ98S+eHHolyZZoNpTvZUbOquCSvztQbDF9zwoMGh02r4tvdi6h1uPg4o6nMG3XMn7es5J+ie1YXbqbz7bOZ2BSBxw+N7m14j1ItsQQa7QiSxIpFvGh6PC6cHrdJFtjeWvMP7FojXyyeS75NtFhZ3tVQfC1FNhEgYVFZyTOGEFuXRnrAyL2jt5ncUOPcVS56uidkM36shwu+vn5QKGYxP+tnsbHW+ZS7bazs7rwkL8TYcL8bTgcv+U2A2DLj+Lf/ZlxP2z5AczxMPsJUZF/5ivCkqrnJbBlOuQuAkWBooY+5IHCqsSuovuVNQkclSHrrHrqigEZYrJh9mMil3Z/7GXi0W60KBYbehckdISzXoVPLxRjdGbY/L0YM+rovtRPVNK6dMMaG3/QFIGIuHjSunQ74P6WwmazsXv3bq6++upWv9afITLOjN6oPWgkVW/SEhln/gtndXAURcHtbubv4wgJi9bD4KlzunPXmA4kRhj/1PEltS6sBi0Wg5akSCN6rXzYnqk/ri/g9Tk7mbW5mF/vORWAjxbn8NT0LUzonkxqtJE+baOD4z9cnMNLs7YTb9Hh9imU1Ipfkg8W5fDF8lw8foWdpTZW5AiRlRVvIafczo/rCjitezJ2tw+tDD4FnF4/o16aR+fUSK4ZksEnS/fRJSWSj64byI6SOubvKMevqlw2oC0Xv7MECYnPbhqEXhtamt9SmYtkLsFskDmvU+PlunfW/8Lkjb/iUxSyo5JINEVS67HTLiqZNWV7WFO2h8njbueuee+hAo8t+Tx4bLFDLBHd3H08MaYIXlz5HV7Fj1fxc2XnEXy+bQEA3+xYjEGjRULi+m5jKXFUk2+r4O754pz18ekCWwU/717JhqvfZNK66dw3731+3buGsRm9uLvvucQYLVz/6+tBcQogI6GgkhmZSJFdzOfMrAG0j07i1TU/MTa9FxmRibh9Xi7++Xl2VhWiqioqKkaNjki9mdJAA4V6D9g6j5PLZrzIB+PvCjZiCBMmzEHocZF47E9dCawUbaCxB4RQ6RYY0GC5tzoXlr7etApfaxI5rPVFVyoiR/bdYSLn9YL3YeqlgcEKrHiHRrbnEYEVubpCYVGV1h92zhLb1kyBgTeJnzNPEZ2/+lwtxHGHlrc7PFGQZQ2jr7ulWfeAekZde0urFGHdf//9nH322WRkZFBYWMjjjz+ORqPh8suPzwYOkiSR1SO5WfeAerK6J7daupnNZmsUhc7JyWHdunXExsYSFxfHs88+yznnnENKSgrl5eX873//o6CggIsvvviorx0WrYeBLEtBwer1K+woqaNbalO3gGdnbGFbcR2TruiL2+cnMcLIzpI6Jry+kHirgVn3nEq/jBjO7JHCgEwRNV25t5J/fLoan6LQNSWSqbeEekn/32/bmTRvF+0Trbi8fiYv2M11p2RRVONCVWH+9jJ6t40mMVLMTVVVMuPMRJm0lNtF9LFtrIk7R3fggW83YNDAv8Z1pHfbaP57ZlembyjkgdM6ccHbS1mfX8N5/1tMWZ2bM3qkYNHLbCyoYWeJjSqHh+kbikiKNDCqk6jU7ZgUwdf/HILN7SM+wsja3CoUFd6cu5N/je8UnM+8ylno29g4s11Tm5J9daX4FAUJiT01JSSboxnRpjvLi7YDoJU0JJii+ObMh7h3wfvsqi4CQEIiQm+k1uNEI8uMy+hF/8R23Dx7EjUeB/GmSP7V73z21BTzw66lmLQGLu88mK93LqLOI4op6qPmKhCtt1DtsZNnK+ePws28s+HX4Bzn5m5kYf4WjFodMQYrGknCojNT47GjBM6ytzbUBOGbHYuoj82/uuanZn+fJCRcfi+uBh2/AHonZLGuLId1pTn836ofuKDDUO6aOxmHz02CKZJ/D7qEwaknhuF1mDDHHGsiDPqHsJ9K6SOsq+qX8Fd+IKy0KneLNqsVOxsfW190VU+7kaKaX2uEyGT446VmLqiIIi/VDxlDhD3V6iniudcJQ+4CVzX0uzZ0yPD7xCMMAB0GDeWc+x5t4tMaERfPqGtbz6c1Pz+fyy+/nIqKChISEhg2bBjLli07ak/R1iQuNZJOA9o09Wk1acnq3ro+ratWrWLUqFHB5/fdJ36Hr732Wt555x22bdvGxx9/THl5OXFxcQwYMIA//viDbt2OPkr+txat6/Kq+fcPG7lxWBYX9G3TaF9prYtrPlxBj7SoYJU9wFM/b+HTZfv471lduXFYVqNzfb48F4fHz8uztvHpslweOK0TZ/ZIQVWhuNbNwOd+x+1TkSV44cIevPb7Low6mUq7qCbdXlyHoqh4FYX3/8hh0txdqMC+Cjtev8pzv2yj3O7huqEZTF64B4fHz/q8avyKikaWuObDFfyxs5wG6a3YXD4qbCLa6vHD/83egUmv4abh2Vw5OAOAS/q34etV+ZTVuZElmLmxiOuGZvLrPSNYkVPBnV+spdLuIT3WTJsYM26fH4NWQ1a8BbNeg1Gn4ZnzevDw9xuZsngvd4zO5r2Ns+if1J5ogxW338s9/c5s8v6f224wnWPbsrp4F/PzN+JV/Lw77nbeWf8L60tzeOHU64g0mJm9bx2dYtPok9iO9tHJDEjuyIebZvNHvhCYS4u2c3vvM6gJVOa/vvZnIvUmVFXl6SFXEm+K4Na57wA08m6tp2tcW9aW7QnkrW5DL2vRyVpMOj3lzlpkJMxaAzm1JcHxS4uab8soIRYWNUj4UZER3VX8QR9HiDKYqHaHlhkzIxIwaPUkmEI3Qt/uWMKSwm0U2kVkt9ptZ3bu+rBoDRPmcJEksWxfVywspMyB9KoVk4X/aT2GaOGpqjOD3w9KM0uYaz+D4ffD+W/D19c23d/wmqoKtlIRvT3rVVGc5feItIS4di36Ek9GOgwaSrsBg4SbQHUV1ugY0rp0a5UIaz1Tp0499KDjkLjUSGJTIoJuAnqjSAlo7YLekSNHHrTz1vfff99q1/5bi9bFu8rZXFjLb5tLmojWvCon24rrqHF6g9s25Fdj1MnIEkHjfBCi8oK3Fgc76lUGopxTV+TSp200nZIj2FJUh9snBigqPPDtRgD0Gon3ru5HtEVHarSZr1fl8fD3GxvNxesXx5l0GmLMeh5psL99ohWn14/VoKU8IE4NWhmnV0ECEiONGAPG7vW/YgkRBjxePxN/2crUlflEGLUkRxoornVj0MroNDJrc6v4zw8b+WZ1Pm6fgk4joZUlHv1hI16/wint4zjjjUW0T7Ay8+7hXDqgLW6fQla8hd9z1zFp3QwyIhP5+bz/4FH8GDU6Hlo4BY0s88wpV1HqqOGfv/8PJfCmXdVlJFmRiQz54gEu7TSMt8fdFnyNr6yeRk5NCS8Mv45z2w/CryisKN6Bw+sm1RJDt7h0Jq8PRUcBagMR1Slb5rC7poGfnapi0hjwKj58gYKJJQEBmmiKYkHeJgDsPhd2nwsJ0MtalAais7lGthpk/IHYq0mj4x+9Tue1NT+joGLW6LFoDZS56lMAXNzb5xwmrZ+JT/GxN+BJu72qAL2kwaP60cqaRhFcraThpu5/36XDMGH+FEsniUr+npdB5zOEV2vx5gYDAreZlkQwRsKAm+HXhxqfQ2cWDQ/0VsjdvxWlDOYY4RgQ1VaI0j0LIG0AvD9GdOy6drqI6oYF62Ejy5oWt7U6WZEk6ZjZWh0L/tai9cZhWSRYDYzo1HQJoF9GDF/cNIiUaFG1uqOkjnP/t5hok45/jevEi7O28/HSvazLreKli3vRJSUSj08hKdLAjcOyWJNbRV6Vk2dnbmVLUV3wvF2SrWwrsQUFrsevsnJfFY+e0YXcCgdfrhCWSREGDXXuUIFTcqSB07un8OXyfeRWCUGmkWB9fg0LtpdxZs8U8ipE9K5baiTldR72VTpQVZWnpm8JnkevgaIaF72emo3TK87v9PqJMGgDPys4vQrr82tYny+Wr9NijLx/zQAW7yxn+sZCUqKM/Ly+CAkVrUbc0UmSxLVDMwGodps5Lb0/veI7oNfo0Gt0lDpq+HH3ciQkHuh/AdF6C1mRSeypKUFFZXhaVyZv/I0qt42vti/inn7nBud8R+8z+WLbArrEtsGvKBTaKrBoDVRQR6G9ii8C+asNSbPGUmCrbCxYAT8qzkCxhEGjCxZxSUhE6U3srCkmM9BSts7rQgVsXhc2ryt4jsXNRFn9KFh1RmxeFy+NuAGfohBrsFLptuHwuXH53PX1yEjAq2ubTx3wqn4koHNsG9aU7g5u10gyKdZYyp211LjttAs4JoQJE+YgnP+uaNXaYbx4/sUlUBy46TfGgKtKGP2768BeKgqvOp0J20XLZzQGUXxVsgl2zYbuF4qiL2uSaHhgjIKb54nIbe/LIWOYaAZQuQdWThYFV+mDjslLDxPmZORvLVqNOg2XDGgbfF5l92B3+9hWUsesTUXM2VrKJQPa8vCELsRZ9GTGWciKtzB3Wwl5lQ7yAkb7i3aWs6WwlsRIAwXVTi58ewkScNmANny3unGi9NZiW/DnrilW6tx+BmTG8tmyfSzaWcb6/BoGZETj9imN7KWKa91MWbI3+Nxq0JIea0KnkdlTbmPS3J1YjFpsHj+r9lUD8NDpndhaWMv2Eltw1crjFxFjj19EDuu7YtvdIicm3qKnPJCukBplYEi7eL5bU8CPawt4b1EOQ9vF8fqcnWwurOWZ87pzSf/Q+1ePWWNi4eK2/Oqxc0ami+QoI4nmKCaN/geyJBNjtLK0cBs78iUs2gw+u+RydlQVcHefc3hv4yyu7jqy0fl2VhWyumQ3b62fSYzRypfbFtItLh2/qiBLMpF6Ex6/D0cD/8TeCdkYNXp21xSjlTQYNTpiTFZsHhc2rxOf4g8KVo0k41eVYMTT6fPgCLSQbaavTRO0kky0wUK5qw4J6BWfxalfP9zouPo4be/4TNaV7216kgAqEG+M5PMz/sXSom3cMnsSPkXBrXi5+bdJbCnPpcJdx6MDL+GabqMOeJ4wYcIgCp0yQ53sMAVSBBK7wz//gCWvQ8Ea2DlbNCBI6ATnvwO//QfSh8C26eKRNRK6nieaFdy3BWY/LkSr4oWYDLjwvdA1IpLE49ECwoQJ07L8rUVrQ3x+hfGvLaTS5sbfQG18sTyXhyd0YfIfe8irdHDriHZ8snRvo2PnbStBhWClPgjxMXVlPlaDBq+7sSWU1aDB5vazvdjGskfHMmdbCf+ZtgkJ6N0mipUB0VlPvXCSAz90TLJS7fSwpUiIpPqIaEacCQnQaiS8fpW520qocngZkh1HdoKFH9YWcOvIdpzdIwVVVfllUwn+wHmVwGs+u3cqTrePqavyKaxxkx+I6jq9IgIoSxKntI/HrNcwslMCW4pqsbt97Cq1MWNjES9f1Iu0GBOJEUaqnR6MutBi+vC0Hjzx02a27dnF6T2S8Bb2o5r/b++uw+QqrweOf+8d39lZ98163F2IECCEBIdiQYq0WGlpgdL+WrxCC1RoKUVanAJFg1uEKHH3ZCXrbrPjM/f+/pjd2d3sJkCJLMn5PE8e2Jl3rs0mc+475z0Hlu7fy9+3vMmU9EE8PfsnrK3egzfox9pe7mZoYjajk/OYkzuOl3YsAmBnQ7h4t0lRGZWcy/b6MtxBXyQAdQe83DhyDoUt1dhNVv6yfj54w7OmqqKgoKCj08+eiF8LUutpIaCF36cad+f1V9rrC6gohOhMEQDIj00jNSqOL6t2EdBCGBUDQT3EZ/s3YFQMBNrTD+xGCxrgCfoo6vKVf4chCf3Y11yNCvi0IPXeVk594y6afS6CmoZRMRDSQyyr2I6jvV7lxyXr2NZQwu7GCp4941YSbUcu6V6I48Zlr4S7Xw2cE25mMO228ONNJRAKhoNNgHP/Hv6vvw1Kv4STfhwOWDuMuzq8iGv0lUf18IU40Z2QQWtH56GQpvP5jhrG5cSTaDcTZzPR5g2gKgoGVcFiVLlzTnjhy55qJ0FN54Uvi9le6ey2vUZ3eJayo1SUQSES+Lb5etYw7XgspMOG0ib6xdkipZc2lbf0GF+QYmd/gzuS27qnti0SZF41JZs31pXjCWg0tAX47LYZvPDlfl5etZ+1Jc0AlDZ4ePWGyfz+ghFoms6svyyhqN4FwKh+sZGgN3yeLZw3ph+vrQvPEA9Ji+YPF45AB97aUE6r18/TS4sYmh5DUrSFU/+8hEBIY1Cqg13VTr4squfjbdUkRZuZf8tJ2MxGWtwBzEaV3TVOXl1ThsmgcOP0OcybGO7r/FbhfwGwGsw8sekj/rn5I64YMpN7Jl9KnbuF27/4N0FdY/6+VayvLcSkGiIBpk8LsqS8M0dtdEo+W+qKWVy+jeLWOj753v2sq95LnMXOnNyxmA1Galwt2IxmKlwN3D9lHj/87B+R13edWU2wRHPd8NP519ZPI4u8DKik2+ModzVS1FLN3Nyx7G4qp9HbFunC9YfVbxJEw6aa8GgBCuLSuWnUHF7YvogaVzPeoA+/1vl7sbMxfK2vGzaLZ7cvAIiU0AIiubcAM/sNp7StDoNi4OPi9QS0EHubqyRoFeLrsETDlFt6Ph6f2/v4ideH/xwoIR8uffmwHpoQ4qudcEHrzqpWLnpiJbOGpjI+J5573t3OxLwEzh+dwaXj+/G7j3YRwqosEgAAZ7JJREFUZTbQ6g1iMar87oMdvLWunNUljZgMsKM9YE2KNlPf5sdsUPC3B5MZcTZKGz2EdBiV6WBzRffgNjPOQrLDyqaycJCoKnDjS+vDM6gKKHrvX0Xvq3WhKuFV/meOSOcHL6yNDPxgSzWeQHgGsM0X5Px/Luf7k/Mwtc+2AthMClvLW3hlTSl7apyRgBWIVC7osHZ/CysKwwFTeqyVq0/K40+f7cETCIZnh6vaSLSbGZzuwGJUmZAbj8cf4oFzh7OxrImchChW7KtH08HpC9LkDjDrL0uwmw38aGYB8yZmcfLAFEI6+GxFlLiLqHCFi/WPTM4lLy6NGLONwe2tTUEnzhJNvbeVQChEjiOZ/c460u3xXD3sVDbUFFLSUkuVq4n+8emckTOG9TXh+nEtvjYe+PJVipqrGZWcR0Z0Igv3b2Jz+9fzPx51Fjct+CeJVgd1nmaCmsb5BZOJtUSxsa6IzXUlfFC8NhKwAqRHJzA8KZugrmM1mnl880cQfvsIti/WCrbPyHq0cPrBlvoSfrTwSWwGE55Q58I+ALNqiASwW+uL+SpLK7bT4nejKgqarnNK1kiu+eRRfjv1Ci4eeGK0exRCCHFiOuGC1kaXH5c/xP4GN0aDQorDQmFdG79+Z1tkjNsfDiIUoNUbZHVJuOxQ+7olFKC+zY+qEAlYAcoaPZwzMo33t1RHAla7ScXVHlRWNPuoaO5MIeiYLe3475T8BFYWdRav70rT4fV15by7qZIYi5EmT3h21+npHgS5fBpPLCns9liLN8SlT63EHej+9TaEqyR05Q92jqlq8fLm+nI+3FpF/5RoHFYj15yUy5kj0ml2B9hR1cqKfQ2YDAp3vLGJ9Fgb9767HaOqcP85Q0lxWKlq8eALaLj9IR74YCd2s4E/XDiSfyzfwEfVn9BR4f/mUWdy8+gzWVFYRUrrGVi9WZz6+l1UuRqZmDqQYYn9WFIRXlCmKgoPz7iWCWkDmJ4xjLPm/waAjbVFbK0r4W+nXM+rO5eyqno3r+5aGjmfVZW7SI4Kl5VSUfCE/JQ562kwOglq7QGnrtHkc5EdnUJxSy3RJmu32VdvwMei0i34tSCXD55BrbsZb8iPikqwfRFV1xsPg6JiUg14Q4FuAWtHKoFfCzEkIYudjWWsren+vh3IrBpwmG1kOZKZmzeWgrh01lXvY3HZFjxB/yFfK4QQQnzX9Va957g2ND2G//xwIkPSHLy1voJ6p4/pBZ3tUbs0c8Ib7BnkpcdYIkGJdsC0qE74q39TlxJproBGtKXnvUFWfM9e2tFWI9P7J/R4HMBuDh+YL6hFAlaAwIEHAYzKjCHKrBJt6axrlxHXfX8dh2g1qZh6+S1QCJfYunhcFol2Mw6Lka33n8HPZg3ke0+sZN6/VtHmDRJjNRII6eypaWPD/nDAHdR0lu2rZ9GuGprdAa6emkOi3cTJA5M5b3Qmb28o56zBA0jQ+jMpYSIfX3g/WY4kznz7fn624lH2Wubz6tYN1Hpa0IFSZ30kYAWIs9jp3756PsbSmWc2OD6T/Lh0frr4X6yu3k28JZoRiTmR53NiUyhva0BB4b4p8yILsXJjUsiJSSHOYuf9ojW8W7ia94vX0Op3s65mH2qX2q71PicBLXz9X9u1jPP7T+bWMeeg6SHMqpGBsRndrmOM2ca759/d4/qa2msOKkCaLY4cR7iChdpLHdkOOlDe1sCOhlL+vH4+aVHx3D7+PD658AHGJOcT0nr+vgohhBDHi+N+ptXlC6IqCntqnKTGWDj7seW0eAKRr841YP7magqSoiisd3NgnJqdEEVpY+fXw1Wtvh6zadkJNppdflp9IRbvrsNhMRL0BSNj2nxBoq1G2tq7VjgsBi4Yk8mn26vZXROuJpAeY+GzHT0X6XTw+DsPzGxQmDkwmc92do4fkeFga3vqQk2bn0S7pdss6r66zpSA9FgLVS0+hqbH8P5PplHR5GHWX5ZEKgpAeDGXNxjiP6v30+j24w9qkSYGpwxKobLFw5CMGIakO1hd3ESM1UirN0hmnJXqVi9GReG659eRYDez4Z7TufakPPrF2xj/uwW8sqaUV6+fzLJrb0dVwuWy7l7xEkUt4eL9BkXlJzNGkeqYQoPHiTvg5aaF/0QH/jDt+2Q6Enls4/sMSujHmXnjsZusBIJBhiflAAp7mirQgSZfG02+8PW9fsTp+EIh9jRVMjI5l0sHT+eOL54BIMuRxJa6Etr8nWWtuupoDGAzmPGE/J03LeiRclsK4NeC7G6pjLxOAZp8Lm78/J/dtpfjSKa0vVKBDiyu6Ky727UeLMCsrNGMTsnlT+vnUxCbTnZMMp/t3wg6LKvYzuDEfszf9yVPbvmEm0bO6VYqTAghhDieHNczrfsbXEz5w0Km/GEB5z2+grl/W0aM1YTVGF5k1VVhfTgwNaoK8VGdsXxpo7vH2MhK/naaptPaZcGV0xeka0OKaLMRnz/Y5fkQ/1i0D4fNhN1soCApiqrWXrqwdNE1lHnoolEYDN07XmzrsjisusUbCVgPPHaAqhYfDquR3EQbox74jOdWFmMyKNhNKg9dOJxzRqUTCOnoOszfVEGM1cRNM/N5ZnkRdU4vj18xlnd+NJUYq4kRmXEAjOwXy0Xj+jEmK44QPtY5VzAsW2HO8DSeXV7M9IcX8/Cnu7lsYhYzBiaT7DAz6cEFnPOP5QDMzhkTOb6CuDSirAp5sancs/Jl7lz2HHdNCvf5fnbbAq7++K+8smsp9618hWpXE2OT85mcMYg3966kuLWGTy98gLPzxzMmOZ/Y9hW//9m5lIlpA1FQaPK2Me/DR9jSntva4HFS5W7qtuCpQ35MamSBFYBJ6b0ry4X9p/R4TAeyopMoae+kBTA2OR93wIdJ/Xr3iwvKNlHnbiHBGo1JNVDv6SyDNil9IBDOs1UVBbPhuL8HFUKII6KiooIrr7ySxMREbDYbI0aMYN26dcf6sPqkpUuXcs4555CRkYGiKMyfP/+gY2+66SYUReHRRx89LPs+roPWW1/dSKs3iLt9lrLZHSDWZsTp0/C1T6mmOMxkxdsiQaiu6zS5g9224+slTaDrt/JVLd1n6E4bnNLt+TZ/kI50UptJYXxOPBqwrqQJlz9EZnwUX5dBVXh1TSn9UxzdHu/Ync2oMjilc3sdOar94q3ER5kijzu9QT7aVkObL8iLK0tw+UO4Ahp7a13Mm5gdCbqjLUZaPAH+s6qUBz/axYTfL+TDLVWR7dw8s4CfnNqfm2f2p8UTCM8caxYaWgzs823n0vFZGNovrtVo4JLxWWwtb+a+93bQ4glQ2+pD03SuHnYa7553N2fljWdvcyXz933J7LfupcrVhC8UQAWijGYq2hoYlZxHjiOZ28edz/KKnSyr3MHSiu0owPqafZz/3u+Zkj6Ev596A7eNO49UWyzekJ9Wn4sHp11FhbOejbVFlDvDva3X1e6LnI/VYOrW6rWotSZS9soT8kfKWBmVjq/3FeLMdr4o38b0zKF0v5UIl9iyGsKlu0Ym5hJvjabO24pfC3IwCgq5MSmRnwtba2j0trG1YT8baguZmDaQa4aeysjkPD4pXs8Tmz8m15HC3zd+EOnoJYQQ31W6puMtbMa9qRZvYTN6L2lwh1NTUxNTp07FZDLx8ccfs2PHDv785z8THx9/RPd7OOiaRktVBXWFe2ipqkA/CmliLpeLUaNG8fjjjx9y3DvvvMOqVavIyMg45Lhv4riemhmaEcOWihb8IY3BaQ5avQE2lnUvKVXr7CwiD+GZ1lDo4H9BYqwGWr3dZ+TM7W1TAWKtRhbuOsTX/AGddfubSHWYafUG8QQ01hT3vviqN1nxNtYUN1JY20a02YCOjqtL6oAnqFFY78ZsCJf0GpjqYGe1E5cvGAnGLUYl0lL2sglZvLY2XPPUrEJ9m484mzHSsau4vctWo8tPRqyVyhYvrV4/H2+twuUPEtJ0hqTHcPt/N1Hj9GFUANWP2RzA25jDG+vLeHlVKbfNGsA1U3MprnfR7AlQ3eJh0R0ziTIbUNuD2kEJmdw54UIMikqD20m5s4E4ix1nwMODa95gUEIm2xvKuG746czOHUNAC7GnsTyykl6PXAM/n5Vs5K4VLwEwOjmPuydfxk8WPxUOSNs7LcRZoiPpAx0pH2aDEe8BK/zjLPZIC9YOUSYLt409l6e2fEJ1e13XZV3ybjt0bB9gS0MJNHQvq2VVjXgPCGB19EgL19vGnscp2SNYW7UXnxbAbrTyg+GzCGohVlbs5K29X1LdpTyWw9wzV1oIIb4rPNvqaX6/kFBL5+JSQ6yZuHMKsA1POiL7fOihh8jKyuK5556LPJaXl3dE9nU4NZQUUrRqGX5XZ/qf2W4nf/J0EnOPXNvguXPnMnfu3EOOqaio4Cc/+QmffvopZ5111mHb93EdtP7hwpHsrWlj3f4mdlU7GZcThy8QosEV6DG2I4jwHRCwdrTehHDN0v0NnfmtHcGHJ6BhVGF0Vizr9ncPiqPMKlajgUZ3oNtrapydfyF7W/DVoWvNV4CS9v03HFCqKt5mol9CFFsrWtpndcMv6mjV2uQOYlDBoKr4ghoJUWamFiTw2toyYm1GWjxB/BrM31TJu5sqI4917F9VFf4+bwwmVWXZvjp+9XbnjF56rJUaZzi9IagDuhlP7QAANpU2A/Dxtmr+umAvD14wgk9+OoOkaDOLd9dR2ujmp6cNwKAq7GgoIzsmmXW1+6hsa+SO8eczO2cMD3z5GpquMT61P4XN1Sjt08A3ff44q6p2MyNzOPtba7GZLOxsKCU1Ko4djaWR4wtpIWwmEwbCjQc6Zk7HpRSwsGwLOjrx7S1XW/2e9vddQWu/htFmKzaTmdL2mVmAVr+bB1a9dtD3rSuzakRHj9SW7fob5jsgYLUaTJGgOcnqYFnFdj4v3cSA+HS2NZTiCnq5cUFnjuzs7NFYDWa8IT82o5lMRyI7G8oYktizU5kQQvRlnm31NLy8s8fjoRY/DS/vJPHKIUckcH3vvfc444wzuPjii1myZAmZmZn86Ec/4vrre6nR20c0lBSya+EnPR73u1zsWvgJg0+bc0QD10PRNI2rrrqKO++8k2HDhh3WbR/XQavTG2Bsdjz7ap00e4KsP6DT1NfRNZzs2oJVIfxVfbD9a4ugRo+AFcDt1/B2mQmdnJdAsyfAzmpnj7EOiwHnAc0IDjHp201GvI1Zg1PYVtmCQmf6QkmXIPusERlcPyOPcx5bQaPbz/tbq4HO9AejqmA1qbT5Qmi6zrVTczltcCopMWZ+8Pw6LnrySwakRPPAucPISrCRlxiFP6hz/phM7npnKyEdBqRGMyw9hlqnj8K6NuZNzGZjWTNvtrezdfuDDEoLpzb86u0tBEI6Gake/rjpGbyhADMyh/HriRezvqaQK4ecgs1o5tkzbgXgvpWv4A0FKGyu4pSsEZQ56wnpGl+UhxcyDYhLRye8IKrR2/lebW0o5UcLnox0tOqYk11Tsyfy/42+NiwGI75QOIjUuoSWxb10serN9IyhFLXWUOVqRNM7X39gKoDZYMQfCmJRjSTZYqhwNUYe94YCjEjModLVREpULOtqOlMXxqf075bKAPBZ6SasBhPXD5/N2QUTufzDP1HZ1sib5/wfw5Kyv9ZxCyHEsaZrOs3vH7rsX/P7RViHJqKoByZifTtFRUU88cQT3H777fz6179m7dq13HrrrZjNZq6++urDuq/DQdc0ilYtO+SYolXLScjOQ1GPfhboQw89hNFo5NZbbz3s2z6uc1pvfHE9Ty8rIjHaQpLd1O25ruWgvokRmeHOQzpEAtav0jXwHZsTx672gNV4wN87py+EQVV65EV+HTsqW/nrwr3oes9SXBBeOHb/ucMYkRnHS9dN6Pactz21ITfRFunW5fSG+M/qUqYNSMJmMkYWdiXYzZzUP4nH5o1hVXEjq4obeeiTXfzheyPJT7ITYzXR5g9w7Um5PH/tRC4en0WrJ4ACXDohkzXFjSzZE145/+uzBnL6SDuf7SnGGwqgotDPkUQ/RxKXD5mBrb2Na4dfTbyIF+bcxvUjzmB11Z7ICnwIpwBkx6RgUY14g+GZyrPzx3PxwGnYjJZugWNuTApZ0UmRWdUOJqX7Pdw3fR+KWqr5w/TvY9AP/cqQpmExGHGYo3CYo0i2xmBUVILtAXOCLZqRyTnsaCzr9rrytnoM7UfVsQeDopITk8IdEy5gUEImA+MzSI6KIcEa/Q2PXgghjh1fcUu3lIDehFp8+Ip7Tg59W5qmMXbsWB588EHGjBnDDTfcwPXXX8+TTz552Pd1OLTWVHVLCeiN39VGa03VIcccCevXr+dvf/sbzz//fORb0cPpuJ5p3VLRDICCTou3+2zXBaMzeWl1abfHkuwm6l3dv8ZXFDCpaqQc1NaKztzGWJuJkKZhNiqgK5EUgEN5/IuiyP8HdbCZOvNhgW65mR1UpfdAtKuvCp+NqsJ5jy2jqtXL6UPTGJzmiATPABaDQk2rj8w4KxXN4YVlUaZwYF/d6m0fo/LaDZPZXe3k8UV78Qc7Zpl1oi1GShvdkW5by/c04A1qXDYhi1qnDx1odgf5bEcN9R4nv9+ymCijmV2+CvyFE7hiwuXceco4mn0u5rx9HzajhcdOuYGTModEjtFqNEdWzI9Jyed7A04i0eqg3tPK+f0nMyFtAAEtyMbaYn7z5at8ULSOaJONP067ild3LWNV9W4ASlprOTN3PKn2ODbVFEU6WMXbomlzdi6q67imZsWIX++5cCojKp5Kd2c+aYWrkV8ve4kAh06ED+kaoZCGL9RK/QG5sgD7W+uYnTuGFZU78Yc691vtbibObOeRk6/h/i9fo9HrxBP0U9hSTVFLNfmxaUxJH8ySsm1c9P4fObdgEr+c+L1DHosQQvQFmvPrNUj5uuO+ifT0dIYOHdrtsSFDhvDWW28d9n0dDn73oQPWbzrucFq2bBm1tbVkZ3d+0xcKhbjjjjt49NFHKSkp+VbbP65mWt/bXMmTSwpp9YR/qa+cnEOU2cC+OnekLiuEA8UxOXHEWI2kOCzcNCOf9348lXNHZ0bGKArER5nQdRjZLwZTL19HtHgCtPlCeP361wpYu4oyq1gPCFgB9F6izwvHZLbXMw3/rCrdS25FtmlSMRzkxsYf0ilr9hLUwvmlgWD3NAS71YjTF+o2u5gZZwXCtW5jbSZ+OCOPZ5YXc8ajS/l8Z+csp9Mb5Ef/2UBQ07n55DwUBaIsRlQFap0+4u0m/nDhCH5//ghuPW0AIwa1Ueqso7i1FgWF6fnp3Dx5PDGWKFRFIcHqQNd1rvvs7ywu29rtOD8pXs+lHzzMjoZSfj/tKm4ffz5b6/dzzSePcvuSZ7jh88exGo0UtoRTH9oCHn76xb9Z3R6wdvioZB3ravZhMHTOuJc7w+1kx6UUMDltYOe16yVgBah0NxFniea8/EnMyh4V3kZbPelR8diMZmwGc4/XqL3cedpUE3aTlczoRE7NGsU9ky7luW0LsBrMxJqjULu8K81+F6ur9vLueXfx+Kk3YlBUglqIqz/+K6UtdWyoLURDp8HrZE31nl6PWwgh+hrV0fPfy28z7puYOnUqu3d3/4zYs2cPOTk5B3nFsWWOsh/WcYfTVVddxZYtW9i0aVPkT0ZGBnfeeSeffvrpt97+cTPTqmk6P3ttI5oOD328i6evGsfZIzPYXe1k8e5wgJUUbaa+zY8noHH761uAcJvWJ5cWATrPrSiJLDzSdGhqD0TXHZALqypg0KEjTHUHetb3PBgFeP3GyUzIS+TRz/fw3MpiLp+YzXMrSg66IOvj7dWkOKxMLUjkrY0VkVnXA5scdLRpnZgXz5riph7b6aqjLm2HuCgTja4A5c1eDAqkxFi5YnIuJ/1hISkxFlo8AZbtrcdu7gzy0mKt/GruYEKazi/fCuenLtpVx5Kfn0JslIkos4FT//QFZU0eLhqbRZLDwu2nD8QXzCOohXhj52pUTwZL6zWWD6zjkgnZvLB9EXVuJ4MSMmgLeCKdooJaiDf3rOTFHQspaqnhh5/9g41XPYqiKMRa7OjofFy8HoDS1jquHzGbf239DICE9kVWvfGFAhiU8AKtjjnuOXnjOCl9MLcu/heFLb1/vWJSDQS0EM2+Nopbqilu7Qziq9zdr33XxVWarqOiYFBVAlr4JsFsNHHDyDP4+4b38YcCZDouIKCFCPjdGFC75dfGmaN4ccci3tizjFa/N3LMQxL6MfvtewGYN2gGde4Wrhsx6xC/AUII0XdY8mIxxJoPmSJgiLVgyYs97Pu+7bbbOOmkk3jwwQe55JJLWLNmDU8//TRPP/30Yd/X4RCTmo7Zbj9kioDZHk1MavoR2X9bWxv79nWuryguLmbTpk0kJCSQnZ1NYmJit/Emk4m0tDQGDRr0rfd93My0qqrCL+cMJj/Jjg68v6WKsx9bTnaCnV7q6/fw5NJidHpf+DQ8o3tNVK1LwNqbKfkJGA+RKH7dC+vw+INkJURxw/QChmTEMjr74PXg/IEQ1a1e3tpYEXlMUToD1jFZcd3GT+vf/Remq4MdVVGdmzhb+B4mpMOpg1OItRmpbPHi8Yf4+7zRbK9s5cuizvJcf7poJOeNzuTCsf24dHx4tXqzJ0B2YhSxNhNljW6qW70kRps5fWgqn2yr5qpnVrO5tJVXPzcRKJtGmjIEHXjok/BdboKej2/vmSS7prPo4t+TH5cGwGclG7n/y1fwtOerekN+its7aL0492dMSh8UaY26omIXqqIyOL4fAJPSB/H3U27oVn9VIRxMQmcXqo5r8/vVr/Pgmjd4cPpV3DXx4shrzIqBRKuDz7/3Gwpi0yKPB/UQzkD4JiDZFsPwxO535x1VA0xKOCNVO6CSQIvfzSPr3sFsMBJjjiLdHh85lhBat/es2e8mpIVo8XsiAavdaOEXEzrTAF7dvZQFZZt5v2htL++0EEL0PYqqEHfOoVe7x52Tf9gXYQFMmDCBd955h1dffZXhw4fz29/+lkcffZQrrrjisO/rcFBUlfzJ0w85Jn/ytCO2CGvdunWMGTOGMWPCTYFuv/12xowZw7333ntE9tfVcTPTCnDjyQVcNy2P6hYvf1sY/mrUYTWSEWejtNFDqyfIzScX8O6mChpcvvAM58r9QM9Zy666dpsamx3H7monLv/BZ1e7BnZdS1ZFmVXcfg2nN8jFT37JtsrOfMbcxCjMRjXSDKArg0EloB08jWBjWTMAqQ4LNU4fTy8tJtpiiCyq6vY6ICHK1Gs6g81spNkT/io8M87GlvJwwrvJqFLW6CGk6dhMKt6AhkGFm15aR3qcjfd/Mp3cpPDXEONy4vEGQtz37nYSo83oOrh9IZo9fl5ZXcqyvfUYVIWkaAuBkEZJnQ9VAW8gRKPLT7wpAfQa9tQ1cNvif/PQjKsxG0wMScxiSvogZmaNoMnbxqu7lvLKziXcPeVS3t77JVvqSrhu+OnUeVpYWbGTancz902ZR0lrLUZF5c/r34m0YwU4O38CDR4nuxoriLWEmzEUd+lctaJyJxtqC7lk4LTIY349xDXDTuOfmz5iV1PnDcSktEHsaAxXR2j0tlHXpWtVgtWBxWCkytVEQA9FZnU7DIhNY297KsPAuEw21RUz6qWfYlFN+LQAQxOysBhMbKwrCqcW6PDk6bfw3r41vF+8BgBvKMCn+zdhVo2RBWdxFjtDE6TslRDiu8M2PInEK4f0UqfVQtw5+UesTivA2Wefzdlnn33Etn+4JeYWMPi0Ob3UaY0mf/K0I1ruaubMmei95TIexLfNY+3quApaAUyG8J3Fx9vCgYDNbKC0MbxKPDcxin8tKyKo6Vw4OoMh6eFKAMMyHOyscqLrX73oaUN73dEOxvayV3G2zoCvq64zt+4upa+2VbZiNaoENR1V6V6a6kDewKEX9nSoc/pQgLYuualGpb12arsJufHccfpALvvX6m6vtRhVqlq8kSD738uLaGtvorC9spVHLx3NF3vqWFfc2F45Adr84Q5aO6tamTcxm+2VLSQ7LPxraSH/XVeG3Wwg2WGhqsXLF7vrWLY3/BX6kt116IQrMfiCGm5/CJc/RFmjm33BtZhz11FrcvNxicag+Eym9xvGvI8e4aSMIVw97DTuW/kfWvxuVrfnbO5tqsQd9NHqd/P7qVdx78r/8MaeFTy1+WNuHnUm9335SuQ8c2NSGJfanxtGzuGstx8gqIdo9DkxqgYSLHYafS7i25sOeIJ+XtixqNt1emnHYmo93VevLqnorFmbYouNpAdYVCON3u6lzVRFifxO2AxmAl0C2E11RYTab518WvimYndjeeSxtKh4rhtxOm/uXcm9ky9lT3MFu5sqCOkaj218HxUFi8FE/7g0tjeU8UX5Ni4eNA0hhPiusA1Pwjo0EV9xC5rTj+owY8mLPSIzrN91ibkFJGTnhasJuF2Yo+zEpKYfkzJXR8txd2abypr5w8c7cflCJNpNLNoZnj0zKAoDUuyYDCqqAm9vquQXb23FoMD2SmckUE2NCS8+6u2vR1qMpcdjHWWvDgxYE+0mMuOsPbZj7ZKr4A1qBDUd/1cUY3VYDn5v0TX1QaNztrjjv8EDNn36kBQmFyRx44x8zAYFm0nFZFAitVpzE6MYkxVHoysQqZhgNxm4+tm1nDMynfxkO1P7J9IvvrPz0s0vb2DKHxbyzsZKnl5azJ8/30v/lGjmTcwmxWHh3nOGMiQtptuxZSdEsbWiFW/7jPXMQcmMyopjVs5oCpJiUdTwvpdWbMcXChDUQrT5vexpquC/u5ejAI+deiMA8wbPQFUU3tn7JaNfvJUdDeFSUdXuZu5vD1hVFBQUWnxuLh04nRs//wdBPYTDZGNUUi5BLUSzL3zjEGuJ4uZRZzIiKadbGgAQKdqvALHmKBQUitrTFFQU7hh/fmRsUNP408nXMiV9cJf3qzMn2BPyMyg+AwXIsCfw4zHhu3yjohJvjibKaOk2/unZP+aVnUv4tGQDs968h6q2xsixANiMZnyhAE1eF9MyhvLTsecghBDfNYqqYC2II2p0CtaCOAlYD0FRVWLTM0kuGEhseuZxHbDCcRi0/uLNzXzUXjS/wRVgffvMaEjX+XBbDZ5AiIcvHBEZf2C82FHeqbcwsrrV97WPw+3XOHVwCjZT+BJ3BKuH6n7VwWZSuwW7yY6ewXKHoPbV9USHZ8RE/v/Bj3fzm/e3M3tYKv6QjiegdausUFjvjqQb2NpLXmUlRlHR7OGRT3dTWOdiW0UL5U2eSKWCmlYvvmCIGKuRa6bkkJsYxfmjM3h59X42l7eg6zCiXywDU8O1Q+8+awh/u2w0s4akcM/ZQ5k91ogtpoEdlS2MSCigeucE1JYBpEclkh6dwJiUfBZc9Dv+NfvH5DhSGJtSwHkFk8mNTQEgyRZDQWw6/RxJ+LQgcRY7uTHh53SI5JHq6DjMNq765C/sb63FajDhCnjZXF/Svp1wgn9Jay1PbP4It99HYUs1GfaEyPXJi03l7omXoCoqLX53JK9UBXJjUxmXNiCSK2szWWjzeynv0knLF+xMy1CAlZW7WHHZw1wyaBoBPcRHF9zHkkv/wCMzr8VsMHbrmBUIBfnd1CtJtsXgCfppDYS/QTg3fyLZjiRcwfBMe6WrkQ21heQdEHALIYQQ32XHVXqApunMm5jNq2tK2VPTvXtVssNMbXt9t9UljViMCglRZnwhjRZ3kFB7fkZHisDQ9Bi2VbbisKg4fV/v6/muPIEQL68q7Zzx1Hpuo7c8WgWwmgy8cv0k/rWsmI+2VpPisHDm8FT+0aXGa1cdgVnHtg5MCeiaOwuwuqiRq6bk9tjOiMwYdlU7SbCbeWzeGMwGlRX7Gthc3kyi3czyfeGSUKkxVhKiNPY3hmcmvz8lh1tO7Y/FaCDWFg7Y9tY4+fNnezCqCo8t3MMXu2sprHOhKHBSQRJDM2L499UTeH9zJYsq1hGsGc3aXV/SL85BIAg2bz5V7r18XNzIAyddTpw5hn8tKSYmzsmG2kJKuuSfRpttvH/BPQCRVrCaplHmrGdzXTFZjiT+vvEDhidlkWCNYWHpZjwBH/vbmxOYVCOaFqLW09zteiRHxVDYWk2lqxGjYiCoh9jfUsvz2xf2uHYa4eYCb+1ZgUkNd7ZqC3i4/8tXDxjX+cbogDPg5aG1b/FuYThd49yCSSwq28LvvvxvJGA1qwaMqpE/rnmTNdV7OS1rJAvKNke2s6epMtJiVm3PmXUHfTR520iJOvwrbYUQQohj4bgKWm94aT1L99Zx3qgMLhnfj9pWL08vKyEt1kJLl6/v31hfgVGFgKbT6Oq5IEnT4Zqpudz5xpavFbCaDQq6rhPQuufEdg1Ie5tg7S1o1QnXf311TRk3zSjgzOHprClp7BGwdizq6vq6yL4OkW0QazPyyMUjibUZyUuyU1zfmcC9raIVHahp9XHzyxswGVR+MWcQj3xWQ2qX1IhfnDGItSVNPLW0CIVwpy1FUXhqSSFriht55OJRFNe70IFoi5Hm9nJZEC471j8lPOP6xe5aYqxGkoyptNjdGKw6m8pCpMQYOWOaB6M6gxlZw4k2WXltTSl/+XwPsQ4/I0fmcmb++F7Pb2hiFqur9nDD5/+gf1w6j592E2n2eEwGI8vLd/D4pg+JNlkjRftNqAS0IFFGC+5g50x6fmwq1wybxar2vNmgHk5j2HeQElgAUzMG8/imD3udpbeqJkK6RkDvvjjOqKjUtOfAmlUj137yKI3etm4zrPdMvozlFTv5dP8GACpcDZHnBsRlRGrSAlw6cDqFLVWMTS2QgFUIIcRx5bgKWtt8AQIhjTfWl2NUFVRV4ddnDuaNdeVUtfhQlHDQVOf0E9Kgvu3g9eDe31xJgt1EQ3tQ27UKwIH8IT3yVflXda4yG8LdtaJMaqSu6oE0HV5fV87r68rJTYyipMFNYpdjgXD6gcNiwNmlQkDXINhsUHrNlXV6gpz59+UYVYU4W/fWtl1HN7j8KIRTBHITo/AFQpHuXQt31bKjKjx7O21AEiFNx2hQeGZ5MbVOH+tLGvl8Rw2KEm6P19WnP5uB2ajyl8928/dF+4ixGtly/w/xh4JMf/k+jMSCks4be1eSYI3mvpPmAeESXGPzLWz1bKAtoHHNsNMOeo0r2xrwhQJsbyjl96tfZ1XVbjwBH0Fd4/ScMexrqoxUCtDbL1pQC6Eq4ZsPHWj1efi4ZD12kwVXoDOY7R+TTq4jhWp3M7kxKSwu20JQ13CYbayt2ddltjs8M2tUDIxIyuaXEy/iio/+HNlOWlQc1e5mgrrGqqo9pEbFUe9uodrVzAUFk1lfuy8yE9wW9EWaI+TFpHLpgOncvzo8g9vgaSWoh5iSPpjVVbt5t2g1F/SfzE/HnnvQ6yOEEEJ8Fx1XOa3PXzuR+88ZFvk5ENIYlhGLoT2JW9ehzuknqkuB/A4H5oUu2VNPc5eyUL0FrNkJUQd9PtFu4kBXT86hf0q4NNTBAtYDdVQVaHAFOGVgcrfnnAeUtLrn7CE4rOH7EK093eHA/PVB7XmlQU3H7Q9iUMB0kN8CgwofbKmipMFNVasPT0DDbFB4dU0Z6TFWZg5KZmx2PAPu/pjzH19BrdNHeqyVhGgLb6wvR9eh1RciKdpMkt3MBaMzqWoJ5ww3usM3DBlx4QVdj6x9m2a/E5qGUFubgOJNoMXnpsbdDISbHbz2g5O585SJ/HbqoWvnXTBgCvdNnkdeTCpOnwen30Osxc7pOaN5aPrVzMoZjcUQvk5K+zuvKN1b6NZ7W3m3cHW3gBVgccVWVlfvYW9zJZ+XbiLYvvr/jJwx6Loe+T0Ktpe3Cuohbhw5t71qgIaCwl9P/gGK0v2i17ibCbXn3e5oLOXTi37DoPhwh7Y/rX2Ls/LGAeG8Vl2FeIsdi8FEo6+Ns/ImcO+Uy3j0lOtxBbzsaqxACCGEON4cV0Gr1WTgiknZ3HXmEB6+aCRjs+MorGvjzjO6d2GYPTQVHUiPMTMsPdw4oCMvtKveAtWu4W5Z48HLVHWdFVUVMBkU/ruurFuu7aH0T4lifE73hgOL99QdZHT42AMhHUd7+1Sz0UB2vDVSzzU+ykiczcTOmjaGpEWjEA6cQzoENMhO6KwGYFQVLEaVh743ittOH8iQ9M7mCh2zt2eNzOD5ayfiC2roOmwpbw6fd5uf5XvruPHkfDJiwykFze4Ay355KooKZz+2nP+s3s89Zw/lxesm8u6PpwKQE5OM0RQiP7eBgmQ7g1MSyI9NY2+Vl93V4bJRZkO4c9S41P6HvHbrqveypa6Y4tYa1tcWho/L6+T+KfOIMlm4ZfSZLLn0j7x+9i95+ORrGZGYg8No67aNaV1W/B/IrwWJMdtIsIaviwGVO8ZfwP1TLmd4Yg75sakk22IZmphNelQ8ty5+Gqffg6qomFQDq6v2UuVqJMYchVk1Mi65AEv74q14i51fTboEgF9Nuii8fcXAlrpwPeFyVwO/+fI13j//Xuym8PV9v2gNdy1/idm5Y3j1rDv5x2k3HvL6CCGEEN9Fx1XQCmA0qFw/Ix+A9fubeWpJEY3tX3V3fIU/f1MlAC9cN5kPfzqDmYPCM5hdA9feZmMBOuY2bSYVHbAYiMzk9jiW9qur6eGA0qCG66EeSkF7kf59tW7W7Q/nOtrNBgqS7ShK95JZXenAU0uLqGzxMq0gCbc/RGmTNzJz+O+rJ0aqAeyrayPaYsBkULAYFf56yWiq22dAITwL6wtq3PHGZjaXNTMpr3uHrYvHZXLOqAy8gRAVTW7io0xoergGrD+k8eb6cn41dwhLfnEqT181jjdumoKqEukStqOyFYvRwIyByViM4WMak1JASNeoMK7l7vNyybMO4bcTb+Sqf6/ngn+uIBD6+ovhfr/6dd4pXMXMfsP53dQruXfyZdw/5XISbTG0+j3MfvNezn7nN+THpvJe4Wq2Nuyn3tdZT9WAyvKqXd1uYqKN1m77mJY5lN+edAWjkvP47dQruHv5y9y14iW2Nuxnf2sdBhS21pdQ5W7CrwX5w5o30XQNvxakf3xaOMBNysGvBfHpQQbGZ3Dn+AvxhYLctOBxLnn/jwxPyCHbkYxfC0bSGSwGE/FWO2e+fT9n508gNyaVYYlZnFMwof065hNnOfr9poUQQogj7bjKae3qnFEZ3PvudiqaPby1vhwdSIw20+wO4A/pxNuM/Oy/G5mYl4Cma1jbOz11BHlufwiLUY3UL+3qllMK+HRbNfvqXAxIi8GkqpEyUQAJUUaa3UEGpzm6ddNy+7VeF+l05fJ3ztDaTQb8mobLH6LJ7UfXO0tm9XZsHbHzzprOagFGFa6cnMu4nHj8oXDIHQhBIBQiPdbKdVPzWLa3jovHZzF/UwUDUqLZVNZZPP+jbVWsK24i1mbisgn9KEh2cN6YDACK6ly8v6UKVYHrp+cxICWatSVNhHSd7z2xkvwkO49cPIpASOPUP39Bg9MXed2BBsRncNmg6aTZ47n5pS14fQYC+gpGZiaT7LBEmkZ8HTeMnMMnxRuo87Swo6GUX03qbMV6+YePUOdpIdpkZcH+zSwu2wqE0wQ6kgNCaO3Xs7N7VVvQS7IthjiLnbl545iVPZqH1r7F5rpiNtcVd9t/SNci2+hQ42pmdHI+m+qKWFq+g99Nu4Knt3wCQElLDW0BL3sbK/C2L8DaUr+fh9e9zQ0jz+Delf+hLRC+qfCFAjjMNtqCLs4rmMyv22dlhRBCiOPdcTfT2sFkULlicjZWk8q2ylbio0zUOv3hRVNquHjxjionL60qZemehl67TvUWsAIs3lXHvvbAq6TORYLd3O15o8GARrj9a9d80a8KWPOT7NS0di4OcwVCkRqqB1Y5+O15w7vVX4XOhWV17aW9rEaV04akUtPqwe0P0i8uqtv4xjYff/18N29vrOCskelsf2AOr14/hVlDUjh7RBqv/HASe2qctHgD/GhmAf9eXsJd87dGrtXQjBgeuWgkl07I4l/Lilmws5azR6RT2exl/f4m3t9Siabp6Dr4AxqegEZclIn7z+3MOy5vcvPT1zbym/d3ct+Uedw0ai4nD4knNsbL7Lyh2MwGJuYl8E3MzRvH1cNOZUNtIe8WrmZnQxm72/M8y5316MB1w2fx6xUvRl7z6lk/557Jl1IQE65tqhLOQTV0yT0dm9qf986/h5SoOM5993esrNzZbb9dq+vWeVoxKCpn54dnQJ0BD5vaW7EWtVRx6ht3U+kKNwdQFYXvDz2FYHsux5CELOwmC4lWB1mOJKJNNpJtsYxKyuV7/afwzrm/5oPz72VYUjbLyrezu72FrBBCiG8uNzcXRVF6/LnllluO9aH1SUuXLuWcc84hIyMDRVGYP39+t+evueaaHtdyzpw5h2Xfx23QCnDn7EHER5nRdZ0fn9Ifh9VIgt3EFRNzaHQFUBUItS/3n3BA/uihdKycB2jzh1i4qzbys6qEZ3k7dMTCJkNnQHNgrmpmnI3bTx8YybU9mI4tJEQZeWJJIXfOGcjIfp2Ba2aclS67wRvU+HR7DR9vq+GXb26hrKl7Dq4vpEcWhGXG2vAFQ9z++kaa3AHmjEjnhpfWUdbowWxQ+GxHNSFNJys+ivP/sZzX1pQCcPH4LC4al0VuYhRT+yeRGhv+Gj3aYuBfV41HVRXMRpX3fjKVKLMBjz8UCfJL6l2c8sgXvLupkv+sLqW1vSzZU5dNZ/Ovv4cScrCqqJG31n/zhUVjUwt49JTr+fPJ13HJBw9xwXu/54y37iMvJhWAfc3VkcVquY4UNtcV84+NH1LYWh1pRhBlNEdmWo2KgTJnHWNe+inz960Cut+EJNtiuHrYaWRGdwbYE9MGENQ6F8vZTVayopMob2uIPB5jttHq9/BpyUb+b+JFzM0dxwtzfsYrZ/6cJ7Z8zA8/e4xWvxsF2FxfwntFa0iyxZAfl8b2+lKu//wfXPnxX77x9RFCiL5K1zUamnZRWb2KhqZd6PrXTw/7X6xdu5aqqqrIn88//xyAiy+++Cteeezpuk6ooY1QZTOhhjZ0/aumx749l8vFqFGjePzxxw86Zs6cOd2u6auvvnrQsd/EcZseAOH81s9um0EgpJNgN/OD6eFc1/0NLhbvrqWsyRMZu760qcfrTWpn0Pl1aTq8tqaUyfkJrCpqjDzetevUjsruvevNRoVPt1eTk9B9JvRAHVtodAdpdAe5+tl13Z53eYMHLcv1/paD1xctSI6izRdk7G8+xxMId7ofkBJNW3t1An9Ij3yln5VgY8meel74soSTCpLIToxiXE48X9x5ChC+CUiLtfL7D3fy5NJCprdXPEiNsbHgjpMJhvRIhy+zUcVmNpBqM3HP2UOJjepecWHu8HQe+l6QUVlxvR53SUstyVEx2E3WXp+fkzsWXzBAgtVBjbuZ/a21XDzgJB477UbsRitRJgvb60vZ0VjG3za8jzvoo190IqqiUuqs4+SsEXxcvB4IVwOo97TiDQWwGc3cNHIOT235FIvBiFk1MjalgOe2L+CUrJFUtLdXPb//ZH657IXI8bgDXkoDXuItdpp84evZ6vegAG1+D5cOns6VQ2cC4aDZbrTgCvq4fPAMrhxyCk9u+ZjM6EQUJXxnkulIZHRyPvlxqQd9b4UQ4rukunY9O/a+gtfX+ZlstcQzdMDlpKWMOyL7TE7uXpnnj3/8IwUFBZx88slHZH+HS6i6hcDOKvB2+SbWasI0JB1D2pGr0z137lzmzp17yDEWi4W0tMPflfG4DloBHNbugdDiXbW0eAK4/SESoky4/CF8Qa3X+qpfJ2DtWhvVZFAIhHRc/hBrihsP+poDy10V14dnQLdXtpJgN/Xa8KArg6JEOnh1FRtlotkbxGpUu7WL7TjGOJsRDSIzmh3OG53Jkj11eIMaOYlRPHjBSMZkx7G7xsnG9ja4LZ4A8VHmSPC6s8rJxU+t5Mv/Ow21y0I0g6q056AqZMV3D8LTY7uv0M+Is/HpzycRZ4nCZuqeYtGxrUsnZPd6DVZV7ebaT/7GuNQCXj7zjoNdKixGExPSBvBB0VoA3ti7Er8W5N3CNTw84xrGpfTn/5a/QFALYVaNlLc1EGexh0th6ZBgiabRF674cMfY8/mweB3XjZiFNxjApBrwhgJ4QwGWV+4gymhhZr/hbKotosnXxi+XvUCGPSGSBqATXuTVEbDmx6YyPDGHa4bPwm6yYFI7F//FWexcOWQmT239lA01Rdw7ZR4Pz7g28vyC/Zv4qHgdf535A9Kjv1n6hBBC9EXVtevZsK3n7J3X18SGbY8zdvgtRyxw7eD3+3n55Ze5/fbbIxMEfVGouoXAxtKeT3gD4cfHZB/RwPWrfPHFF6SkpBAfH8+pp57K7373OxITE7/6hV/huE4PONCb68u59vm13PbfTTS4/DS6AwfNW+2QEWvlykm9B04GpftXxIGQzqOXjiQ+ysTkvP/tzfmqgBVgdFYsCfbu9xsJdhNp7UGho71pwKA0B+vuOi1SseDVG6Ywa0gqBgVyupS4+ufiQh7+dDdPXDGW9348jSkFiVhNBl6/cQof/GQqt5xSgEGFJre/2+x0TauPPbVOZv35C07640Lq28ILrZ5bXkwgpDM2++ApF95AiAc+W8GsN+/ihgX/OOT5tvhc/GntO2ys7ewK5jDZsBiMxFnsLC3fRkALHfT1v516Jb+aeBGqoqCgsLM9v7XV5+b8AZOZlT0avxbE374IanrmMBZf/HsWlG6KBKwKCqur97C0Yjv/3voZNy34J34tiIrCeQWTcAV8uIM+7vvyFZp8nWXNOgLWDiE0rAYT+bFpeIIB3itaw8LSzby6ayl/WP0G13z8V6raX7O2Zi8Ae5q7p0c8tOYt7lv5Ch8Vr2dB6WaEEOK7Ttc1dux95ZBjdux99YinCsyfP5/m5mauueaaI7qfb0PX9fAM6yEEdlYdlVSB3syZM4cXX3yRhQsX8tBDD7FkyRLmzp1LKHTwz+mv64QKWuuc4RXYdkvnjFZmnI0zR6SRGWfrUYgfoLLFy39Wd97N2NtLYVlNao+v4hXgZ//dQpM7wMqicKtNc3uS6cTceIakOehNst3cLRc1+iDltiLH1Oyh0dV9ttRsUHG2f0XQkWZw4ZhMkhxW5v94Kq9cP4kh6THo7Quj9jd6yIi1EGs1MD43nsw4G3/9fA9VzV6uemY1t/13EyaDyvr9zTyzvJgRmZ13bHedOZjMOCuzh6ZQVOdiX52LymYvta3hoPXSCdlM65/ElIKDB+4fba3i+RX7CWndFzB10HWdhTtrqGrxMH/fKv697TP+tO7tyPPDkrJZc8VfiLc6uOHzxyMr8XtjM5q5ethpbL/6ceYNnsGepnAQ+Od18ylsruKeyZcyKL4fp2aP5L3z7iaohfjrhne5fsQZGBUDVoMJHR2TwcjVQ09l3qCTMavhtIBfT7qYuydfSrKtM7c4xRbHXZMu4ZSsEWQ7wl87dZyhQVF58vRb+OjC+yiISyPFFsfjmz7k+e0LeWHHIlZV7+H8+b+nytXEzaPPJMZs46ohp0a27Q74eH77Qhq8Ti4fPIML+k8+6HkLIcR3RWPznm4pAb3x+hppbN5zRI/jmWeeYe7cuWRkZHz14GNEa3R1TwnojTcQHncMXHbZZZx77rmMGDGC888/nw8++IC1a9fyxRdffOttH/fpAV1dPz2fQWkOgkGdn/53I/nJ0bx7y1R2VTs5+7HlkXFdv/LngP+/anIOY3PieeC9bVS0dO+W1Ns9TUcx/jUlTfxwWi6zh6Xxt4V7u42pd/m7vbbNf/C7kYGp0RTV9WxQUOv0ccbwNKItRqYUJJIVb2NgajSvri5lfG48Hn+IJ77YxzvtNWpNqkKyw0plSwvL9zWgKlDRDF8WNbBsbz1mo8qIzFheWb0fb0BjQ2kLN83IJy02vN2KZi+t3iCPXDyaOcPT6J8SzdD2agaXT8rm8oPMTneYNiCJ2f0HMqX/eK6YVNDj+Y+2VnPLKxsYlRXH09eMY3tDKWfmje82xmwwMiIph0WlmxmSkNXrftr8HhaXbeWU7JHsaazglV1LALAbLbiDfmrdLRT6q7l22GlUu5tQFYWPS9ajKgoGwh2t4kxRTEwbiEFRmJk1grXVeyOzsn9Y8ybDk3IZnpQTKZ9lUlVe2rEYTdcpb6sHOn830qLimZw+iOUVO1hesYOUqLj21xgYnpDN7uZK2gJeTn3916TbE1hzxV94cccifrH0Oe6dfBnRZht/P/UGnH4PFw6YcshrLI5foWAQT3MTVTu3UF+0j8GzzqRiywa8zlYyR4whfcjwY32IQnwjPl/zYR33v9i/fz8LFizg7bff/urBx5Iv+NVjvsm4Iyw/P5+kpCT27dvHaacdvAX716Hox2D+uLW1ldjYWFpaWoiJifnqFxwFs/+6JNKtSiE8G9vm6xk8Wo0qmq5TkGxnZ3Vn8OiwGLCaVOraDn73YzWpTC1IZOGug3e2+ipD0x3sqHIe9PnBaQ52VXd/fmBqNHtr20AP16ptdPl75PAmRZv57XnDmTM8jS/21BEK6fzwxfBCrzOHpxJtNXH32UOJsZoIaTpPLS1kYIqDZ5YX0+Dy8ebNJxFj7dm69n+1r9bJDS+uZ+6INO484+DdqQ7FHfBxzSePsqW+hCuGnMyi0i1UucJ38jkxyXiCfpq9rkgACnDzyLkMT86h1efmxR2L2dlYFil71VEC69KB0/hk/wYaveH3Pz82jRFJOSwp24Yr4CHQy9dXBhRC7aFrv+gk7CYzu5sqsRnNjE7O44L+Uzi3/yTqPa3ct+I/LCzbAsD759/DNZ88SoPXyb9m/4TpmUP/p2shji87PvuQprKSXp8zWKxMvvIHR/eAxAnjSH1+NzTtYvXGh79y3KQxvyAx/n/7TPgq999/P0899RRlZWUYjX13Ti/U0EZgTfFXjjNNzMOQGH1Ej0VRFN555x3OP//8g44pLy8nOzub+fPnc+65536r/fXdd+Uo+rKwgTZvkFibiRZPAB1o84VwWA24faFuaQAdC5x2VXef7XT6QjgPCHIToow0uYORWTZvQPvGAavDYui23UMFrOHjcpIVb4vknvaLszEk3UFDm5+8ZDuv3zCF/64rY+HOGhbs7CzVNX1AMk8uKeSdjRU8/f3xXPTESiDc+UvT4fV15ViMBn4+exCxUSZ+NLM/Na1evmxPg9hb42RczuFbENQ/xcGin8/8WmP9oQC/WPo80SYrv516ZSR5/v2iNWypL8GsGhkcn8UrO5dGXnPj8DN4dOP73UpSRRktPLHlYy4ZOI2VlTspb2uI1GsFSLQ6aPA6eWX3UlQUoowW3EEfxS3VFLVUk2lPpNnvIt0eT5I1hq0N+yPbDnWZSy9vq8esGBiS0I9B8Zl8XrqZKlcTX5RtJcpk5caRc1lXs494SzTZjmQemnENuxvLOekQrWXFiUMLhQgGfAd93mKXjmjiuychbiBWS/whUwSslgQS4gYekf1rmsZzzz3H1Vdf3acDVgA1wQ5W06FTBKym8LgjoK2tjX379kV+Li4uZtOmTSQkJJCQkMADDzzA9773PdLS0igsLOQXv/gF/fv354wzzvjW+z6hcloPZm1JI5UtXvzB8IybqsC0/ok4vaGDlpD6OtPTiqJGxqmEZ1odFgNGFazGg69K7Jpbe2AgbDWqOKxGfjgtF4Oi0HVxY5TZwLmjMvjkZzN45YeT+L+5gxiU5uCjrdU0uPysK2nip69t5KJx/ThnVAZnj0iPtLCtbPawubyFJXvqCIa0SAvZaf2T+GR7DQZVYf3+Rsb97jM2l4Wfi48yMz4nnjFZcYzsF/c1rsiRUeNu5pOSDbyzbxXuYOeH+cx+I8iwJ5Boc7C/tQYdndSoOF6ccxsXDprK4MQsdHQmpQ0CIC8mBYAPi9YyMjkXq8EUKT01IjGHIfGZkdxUDT2yL2P7qv/G9lawDR5nt4C1K0P7FgriM3jnvLsI6RqugJfS1jo+KlnPm3tX8Oz2z2nxu2n2u/i4ZD12k5UfjJiNQZW/rie65soyNs1/HWd174swVKORmLTMo3xUQnx7iqIydMDlhxwzdMA8FOXI/Du4YMECSktLue66647I9g8nRVEwDUk/5BjTkPQjVv1g3bp1jBkzhjFjxgBw++23M2bMGO69914MBgNbtmzh3HPPZeDAgfzgBz9g3LhxLFu2DIvF8q33LZ+CwA0z8nn4opEE2uPDCTnxXDaxMyfzZ7MG8NGt04i29L5AKsXR+UYYukScbb7Ou6BLJmSx8Z7ZDE6PIaiBN9h72Hvd1BzG9IvFYTGSEduz/qg3qOH0Bnlp1X5CenhRlQrMHpqKLxDivc2VbCxt4qT+SXyxu46Fu2rRuuQCvL+livc2VfLT1zbx0bYqHr98LAtumxF5fkxWHEaDyu2nD+Tkgcncf+4w+qdEM2d4Gg6LiaAGN7y0Hrc/iNmo8sSV43jnlqmYDCr+oBZZDHY0ZTmSeezUG3ly1o9YUraNcmd49jfVHoc/FKDK1cTghCzMqpEadzP7msMf+GbVgKqojEstwGG2cUr2KABcQR8L9m/CGwpEft7asJ/lVbvQCVcu6PpPQUALYVBU7hh3Pt8bcFK3dAOA6C51ZCelD8JmMGNSDXz/478wM2skg+MzOb99QVWSNYabRs7l3smX8aNRZ/J/y17g5gX/PEJXTnzXFK5Ygqf5gHJ6ihoJVLVgkKb9Rb28Uoi+Ly1lHGOH34LV0r3yjNWScMTLXc2ePRtd1xk48MjM5B5uhrRYTGOywzOuXVlNmI5wuauZM2ei63qPP88//zw2m41PP/2U2tpa/H4/JSUlPP3006SmHp564n17DvwosZoMXDI+i99/uIMWT5DVJU388XsjuXBMJjmJdlQFrnpmTWRR1ZDUaArrXeGWsAo0ujpbr3Z02FKAMdnxkQYD/11bhicQYm1JeJZSBbISotjfGK7RGmszMiIjlmdXdM7Q/ea8Ydz2eu8ljXxBnTibidRYC7ur2zhtSArbKlqobPHyx4938cGAZPKSollV1EhI71xcVpBsZ9bQFGwmlUBI5z+r9/PamjKK6l0owD3nhHMmbz1tQGRfC24PF1huaPMx5Y+LaHYH2FvjZPm+Bh75dDeqAtdPy2dlcQN7a5x8eOt0CpJ7z6OpdXq5+51tnDo4pduNwbd1es5o5u9bxf8te4GxKQW8ctbP2Vq/n1a/h2RbLPMLV0WCyTR7+B/ER0+5nkfWvs17has5LXsksZYoLKoRnxaMlNAyKQYcFlskfxXCLVmtBjPekJ9MewLuoI8mn4t0ewIzs0ayomIH1e5mMu2JVLga8AXDwW+6PYEvq3ZhMZjYUl8CwNSMocw//24gHNDGWaMZnNiPwYn9aPW5WV6xgyGJvS8yEyee2PRMvK0tJOUPIGPEKCxRDoxWCwoKdYV7aSwtJi5Tfl/Ed1dayjhSk8fQ2LwHn68ZiyWOhLiBR2yG9bvMkBaLmhoTrhLgC4LFiJpg79P1Zb8tCVq7ePG6Sfz4lQ3E2kykxlr5y6WjAbj+xXU0uPxcNK4fVpPKy6s6S2CdPzqDtzZWoihgVJVI5ysdunXEyoiz8G77yn0ADSIBq9Wk8uAFI3jii8Jux7NwVy0GBeLtZjQdnG4/qAoOq4kWd4D0WAt5ydHcMWsQz64sprIlXNJrV3UrI+//FJNRZUiag53VTlQVQhqcOyqTaIuJlBgrTS4/i3bWUlTvItZmxO0L8vM3tvDxT6f3en1aPAH87Tm95z2+kiHp4RJemg5PLSsixWEhENT4+8K9nDsqg9OG9LyzWrmvgc921FDS4DqsQevDa9/iy8pd9I9L55SsEQC4Al4CWoh6Twt1FS1cNOAkMuyJbKgppKilmsnpg3hl1xICWojyfQ3M37casxr+KzE4oR87G8sJ6CHGp/Tn89LN6O3JHibFQKLNQWVbI02+NuKtDlwBH9WuZk7KHILFEL7z9QXDNzMBPcSQ+H7EWe1UuRqJMlkwqgbaAl5a/G5+vuRZPEE/C0s3oyoKN4+cy+rqvfzp5Gt5evaPD9s1Et8NWjCIYjD0+sFTMHUmKQMGY09MxnBA3l3KgEGkDBh0tA5TiCNGUdQjttjqeKMoyhFfbNWXSPWAg3hnYzl5SdGMzoqjxR1gW2ULE3PjcXqDTHxwIcH2GdWLx2dQ2uDlgrEZrNjb0K1dakfnKlWBq6fk8NzKnnmOHV20VCXcyKC82dvt+ZyEKG6cmc+v394GQHyUiXvPHsJd72zFHQgfQ2qMhZrW3hdmGBQI6eHt+EMhphQkMSE3gQvGZBLSdHZVt3LRE19iNqrouk6/hCgW3TGz120FQhpX/GsVa0qaUIDvT8khpOl8vK0ai1HhtlmDuPOt8Kp3q1Hh8km5XD4pm/4pnX+hfMEQz68oYUJewiGbD3xTp7z+a6pcTTx3xk+ZktH5j11RczV/2/AeC0o3E9I1HEYbzmB4kdrPx53Pn9bPB4gsquoQZbTgDQXQdI2s6CTK2uoxKgbumXwpUzOHMOet+wjpOkZFJaCHZ2UvHzyDGlcLC8s2YzWYIukFAHaTFVfAi0FRuGX02cRaovjtqv+ioqADOjoGRWVu3jh2NJRR1FLN30+5gdm5Yw7bNRJ9W1t9HaFggB2fvEdcZjZDTj/zWB+SED18Fz6/xfFLZlp7sbKwntv+u5mkaAvr7p5FbJSJqf2TuO75tSzdU8ekvATW7W+iINlOSFNY3d6ydfUBrVtDus6cYan8fPYgKlo8vLqmjJCuR2ZjIdxFSyE8W2kxGfjnFWP5ySsbIgvA9je6ufudbZHxLZ4At72+pdt+kuwWvAGNyydlsWJvA0kOM+eOzOBnr2+ObMdmNvDwuSO59OlVfLS1innts5zjchJ4/aYpRJkNpMZYiWpvbOD2B1EVBaupM4/XZFB5/aaT2FbRQkasjYTocOvV35w3nPImD63eANMHJLG/wU2yw8KzK4qpcXp45KJRRJnDv2oWo4EbT+5Zl/XbenLWLRS31nQLWAEWlW3h0/0bIz/3i0kkJSqOFp+bU7NH8fqe5ZQ66/nB8NN5ccciWvxuEq0OXAEvmq5xeu4YPi8Jv95utHDp4PAs9HNzfsaWuhLirHYSLQ6sRhNjUgq4/8twRxd/qDOv9fTs0SRYHfx3zzJCus7TWz7h3fPvxqgaCGkhTssayYKyLYR0jauHnorZYGJ7QymzckYd9uskjp2g38+uBR9hcYQ/6N2NDQybex6V2zZRsWUjWiiIIyUNLRQi4PN+xdaEEOLEI0FrL4akxTB9QFK3LlAQzlfVgZ+dPpAJueHyTjurWkGHi8f34/oX1/Wo7frJ9hqW7Knjqim5eIMaydEW6tp83RoYWIwqKTEWHps3hiV7antULND0cMcrf0jDoCokR5mpa/PRL97GzScXcO7oTOwWI5/vqOGJL4pIi7Fyw4xwm1aTQeG5ayZQkBJNcrSFn5zan/zk7mUwOs6lQ7Pbz6l/XoLNZGDRz0/GYuy+AG14l+vy5vpyfv7G5shM7dJfnEJ6rI3d1U7+9OkuFuyo5ay/L2fx1yxf9b8alJDJoISeq6bHpRRgUFRUReG07FHcO3ke0177BRo6F7z3IJcOmsbOhjI+KV5HW8CLUVF5+9xf87PF/2JjXVEkYAWYlT2KpzZ/QlFrNT8Ydjp/WvcOJoOB1Zf/GZsxHMD/YfrVXDRwKpVtjczftyq88n/46ViNJt7YsxyDqjArezQ5MSl8ccmDrKvZx22L/wVAlMHC3Ste5slZP5LGAcchX1srLVUVUF0J7V9wbXrvdfRgCC0URFFVopOSGXjyLEw221dsTQghTjwStPYi3m7mpR9M6vH4v74/nhZPgOQu1QI2lTWzobSJ/Y0u/m/OEHbVtPKDabn831tbWF3cDIAnoLG9ooUnrxzLZ9treHtjBdmJUdQ5fbj9IbxBDR0YmhHLxU+ujGzbZlLxBDQsRpWXfzCRL3bX8fgXhaiqwpI7TyHebiba0vkWTilIZN7EbMblxDMiM5azR6YzJD2GaQOSI2PumP3VOW+aHk4FMKgKX5U8Ut0S/qo9zmbCYTVGjmdQmoP7zxvO7L8s6bU97tFSEJcOKGiaxl2TLmFF5Q40wrPbIS3EizsW93jN3Lfv71a/tcPsvDHc2L6Sf13VPiamDSDGHIUC3PDZP9jTVMHDM67DoCp8vn8TE9MG8tcN77KsYjsfX/gAs3NG4w76+eHI0wFIssWwubYInXApLLvZyu6mCgpbqkmPPnw1b0XfYIl2MOjUOexe1Nly2NfSAkB8Vi4JOXnUFe5B00IYTOZjdZhCCNFnSU7rt3TpU19G0gJ+c94wnl5aREWTp1sdVxV4+5aTWLizloGp0QxOi+GppUW8ub6c9FgLVS0+EuxmNtxzOre8soEPt3SvwfjYvDGcMyqDYEjj+ZUlDMuIZVxOPFf+ezWarvOrMwfjsJoYmOo4bOfV5PJjMChf2eVK03S2V7YyJN2B0dBzdWerN4DZoHZLMziaGjytzPjvrwBYOe9hnt22gKe3fMKghH7saixnaGIWg+IyeadwFVaDmWxHEnuaKxkUn0lRczUGVcUbCjAtYyj1nhZKnXW4g35MqoEt33+MSz54iHJnPU2+cI/nlKhYat0tPY5jfGp/1tWEizHbDGbGphZw8aBp/HX9fPa31jE+tT+/n3YVxS01zGxfSCaOH/VFe9m9+DMyRowmISuX7Z++jx7qfmNkMJsJ+f3kTZpGxnBJDRF90/H0+S2+e2Sm9Vt66HsjeXtjOf6Axufba6ht9XYLWBXgyik51Dv9PLZoH0ZVYc/v5vLe5nAlgdtPH4TDasIbCDHv6VXsqXUyIiOGZk+A8iYP/VOiGZ8bz9NLC/n3smKGZ8QSazPx0pclbCxrQtfh4ifDC6k23jMbm/nwBIfx9q8306OqCiP6Hbwe3OFs7fq/cJhtjEvtj1FViTJZ2dVYjg4UN1fzwEmXc2rWSKxGM/MGzyAnNoVYi51t9fvJdiTzeekm7lr+ElaDieWVOwAYmZTLlvoSLhs0nZCuUeasp7k9YLUZzExJH8S7hWuA8Hsfb42m2eui0tkYSQnxhPysqNxJk6+Na4fO4sWdi7l93PnkxKSQ097gQBxfQu2NS7RAgNj0TIbNOZdtH77TbYyuKORNnk7qoCHH4hCFEKLPk6D1W8pNsnP76YN4dnkxTy4tYkxWHDMGJVFa76ao3sVdZw1lYl4CxXXhOp864AmE+Mslo9hV5eSxRXtRUCLlrwAa2vyoCiy842Ty2+udvrByP7VOH4t311JU30ZJg5s7Zw9iUn4Cv/lgBzFWExaj1LE7kNlg4sW5t0V+/v3Uq7hl4ROMS+vPpYOmU+NqZubrvybBGs2n33sAgMzoRG5d/DSe9laZQV0jymjhZ2PP4cIBU3lwzet8VLyes/In8MzsW/ntqtfYWr+fa4efxq1jzyUrJpk2n4exKf15t2g13mA4SB2bkk+WI4kPCtdhUFWavS4eWPUa/5x1M2NTC9hav5+VlTv5/tBTIzmy4viQOnAIsWkZWKIdaFqIun27e4zRfD4MJiMG47G90RNCiL5KgtbD5NIJWfiCGqcMTmZwWudXJh9sqeT6F9dx79lDeevmk9hd3crji/fxk1MHMCIzlscX70MnPCs3fUAS0wYksWJfA9EWI9kJUZHtPHb5GN7fVMnMQclYTAZWFzXyg+l5WE0G3vvxtKN/wt9RSVEx/PecX/Z4vCNLJqCFuPbTv7GrsRybwUxaVBznFEzkJ2POxtxef7Xe3UqD18mti56m1tOZCvDPzR+j6zpPbAnnLH5Uso5adyvTMoYyNqWADbWFbKgNdysKaRqVrsZu+37gy1fZVr+fBGs0Fw+U9/R4Y40JfyNRvGo5Nbt3oKgquqZ1G1O1fQupA4cei8MTQog+T4LWw8RuMXLzzJ6lnF5YWcLakiamFiRyzdQ85j29Cn9Iw24xcssp/ZkzPI1Pt1fzr++PjxTjv2FGz+2MzY7vVtd0cn7ikTuZE0iqPY7FF/8ek8GIqqi0+l3sbQqnbsRb7Cy69MEer3n45Gt5Z++XPLT2rR7PPbHlE8yqAQ1o8oRn19dU78GvBZmbN444cxSv7l4WGW9SDVS7wl3Svj/0FD4r2cj0zGFH4ExFX2GNdoCikFQwkIDbTc74Se05rhr5U0851ocnhBB9lizEOsK2VbTwxe5arp2ah91iZPIfFlLn9PHWzVMYnRUOQj3+0GHLRRXf3prqPbyxeznn9Z/MtMzeZ73q3C2c885vaQt46R+fzq7GcoyKgcEJ/djWEG4iMS6lgPW1haRYY0m2x3Jm3jhiLFHcs+I/3ZoPKMAHF9zbXulAnAh0XT+uWy2K49eJ9Pkt+h6ZaT3ChmfGdqtruuTOmQRCerdSVRKw9i0T0wYyMW3gIccUt9bQ7HeRaHXwt1Ou58nNn3BuwUR+suipyJgZ/YazvraQWm8Ltd4WtjeUsv7Kv2I1mBkcn8nSiu28sWcFTr+HaLPU5TyRSMAqhBDfnAStR5nFaMAiV/07b2LaQP4684dkO5LJiUnhD9O/zwvbF9IW8KIqChNSB3D5kJNRUPjbhneZkTWck/uNwG6yck7BRAAGJGTygxGzj/GZCCGEEN8NEj4J8T+amzeu28/Dk3JItDq4dNB0bh17DgA3jDqDG0adcSwOTwghhDiuSE6rEEIIIb4W+fwWx5IU9hRCCCGEEH2eBK1CCCGEEKLPk6BVCCGEEEL0eRK0CiGEEEKIPk+CViGEEEII0edJ0CqEEEIIIfo8CVqFEEIIIUSfJ0GrEEIIIYTo8yRoFUIIIYQQfZ4ErUIIIYQQos+ToFUIIYQQQvR5ErQKIYQQQog+T4JWIYQQQgjR50nQKoQQQggh+jzjsT4AIYQQx4bH2wi6RmPLPtA1MtNPOtaHJIQQByVBqxBCnGACQQ9trkrWbv4LoaAfnRAAiQlDsFrij/HRCSFE7yRoFUKIE4Sua+za9wbVdevweBuwWOIJBj0ARFlTsJhjj/ERCiHEwUlOqxBCnCDcnnqKyz7F421AVU2MG/FjVNUMgMFoY8feV2l1lh7joxRCiN5J0CqEECcIe1QKA/MvABR0TcMelcqwQVcCoAD7yxeyt+T9yPiauo3s2vcmoZDv2BywEEJ0IekBQghxAsnLmkND405UgwmjwUpW+jRSk0bjD7goLPmA7MyZALS5qli/9TEA7FFptDhL0DQ/QwdcjtFoPYZnIIQ4UUnQKoQQJxCDwcSksb8AYF/J+xTt/5gxw39EYvxghg/6PvsrFlHXsIVoe1bkNdt2v4iuBwEwGqPolz6NmOh+x+T4hRAnLglahRDiBFRR/SVVtesJhryUVS5j/dbHUBUjwVB4YdbQAVdExnYErAAlZZ9RU7eeU0565KgfsxDixCZBqxBCnGA0LcjmHf8GdPrnnENx+edoWgCNIAPzLgBFITvzFHz+Fgr3fwRoAETZUvF6m7BZk47p8QshTkwStAohxAlGVY0MyDuP8qplFJZ+gq4HAHBEZ9E/75zIuEEFF5KZNpltu1+msXkXbk8NAE5XxTE5biHEiU2qBwghxAkoM20yHm8Duh7EZHTQP+88Jo+5s8e4aHsGwwZeSXLiCOy2dAACAQ+aFuwxVgghjiSZaRVCiBNQlC2FCaNuR1WNtDpLiYstwGSy9zp2/Za/4fbWMXb4jykp/xyLOTbyOqslHrPZcZSPXghxIpKZViGEOEElJw7H729l577X2nNce5eaMo5YRx5xsXlMHvtLxgy/iYam3Sxfez9rNv35KB6xEOJEJjOtQghxAmpzVREMeamqXYvVkojX18iajX9m4pg7eowd0v+SHo9ZzDGoipE2VyXOtgoc0ZlH47CFECcwCVqFEOIEEwi4WL72/va8VL39UQWfv+WQr2tzVVHbsJnsjJlE29NxOLJoaS3G42uQoFUIccRJ0CqEECcY1WDGakmIVAOIiylg+OCrsVkSAPAH2lix9jdYLXFMHvsrFEUBYPue/9DQtAOA/Ow5jB/5U9yeOuJjC47NiQghTigStAohxAnGoJqYNvF+du59jVhHTqR1a4dg0I3X10Qw6CE8ExsOWrMyZqAoCimJo4BwioDFHHN0D14IccJSdF3Xv3rY4dXa2kpsbCwtLS3ExMg/eEIIcaz5A23sL19EesoEou3pOF0VGA1WbNbEbuM0LYSOhkE1HaMjFceSfH6LY0mqBwghhKCkbAF7i+ezu/BNABz2zB4Bq65rLF9zL4tX3IHP33osDlMIcQKToFUIIQTpqRNISRodSRXw+VspKv2kx+KsQNBNMOTv1lwgGPQQCvlpbN7L+q3/oNVZejQPXQhxgpCcViGEEDjsmYwfeSshLUBD006qatZSWvkFbk8twwd9HwBFUZk+6bdoWgCrJR5/oA2ns4IN2/6B0WglPnYANXUbsFkTGerIPsZnJIQ43kjQKoQQJ5i6hm2s3/p38rPnkJw4CkVRiYvJA2D3vjcoKV+AwWDDYo4jOWEk5VUriLZnEh2VhtkUTZu7mmWr78PpKmvfooKiGMjPPhvQiYnOZvma+ynIPZv0lPGUViyltn4TwwdfhdUSf8zOWwjx3SZBqxBCnGA83gY0LUhrWwWF+z9CQeW06Y9iMkZhj0pHUYyEQh5s1njqGrZQWvkFAI7obAbmX8C+4ve6BKwAOjZrIrsKX6O+cRstzv243NVUVH9JMOhh++6X0AlRXTuE3KzTj8k5CyG++yRoFUKIE0x25snEOLKJsiWzYes/MahGDKoFAE0LoOtBDKqFjNQp7Cl6K/I6Z1sp67f8rddttjiL2/9PxWyKwUU1La3F1NZvRFGMoCvEOnIpKv0UizmWFmcxJqOdvKzTMRptR/qUhRDHAQlahRDiBNSRDjB57C+6PW61hr++D2k+Cvd/2O05szkGVbUQCLQSCvnp7KYF4XW9GqDj8zsBMJns+PzNKIqKrgfZXfg2jS27MahmQpo//CrVREHO3CNxikKI44xUDxBCCBGRFD8UmzUJVTUTCnkBGJh/EdH2TPz+VkJBDyMGXUNK0ihiHXnkZc9BVU2EA1YAHbenCoDxI39Gv7TppCSOBKDNU4PNmkTXj57i0k/x+Q7dPlYIIUCCViGEEF2YTHZOOelhThr3axz2LAwGK8VlnxAMejEYrASCbZSUL6C2fhMmk5395QvRtAD2qExs1lQ6umepionNO56monolUVFpAPj9bXi89YQ0b2R//kArXl8T/kBbj/JaQgjRlQStQggheohxZDN53P8BOsGgB6+vgY6PjGDQh9nkwOOpQ9MCxMcOoCD7DDzeGkBHVYyMGnY9Pn9r+wKsde1bDfbYT27WbJpbi1m88k4WLr+NpavupsW5/2idphDiO0SCViGEEN34/K0sWnEnazb+iVDIh66HAAiFPAC0ucvxB5x4fE0A9EufTm3D1sjrNT3Ilh3/JjFuEKDg9lRjbe+u5YjOIi15HDHR2dhtqaQljWP7npcIhXzt265kX8n7R/FshRDfFRK0CiGE6CYQdOPzN+H21pGWPIH4uIHtz+jk9puNqppRVROOqH4oGDAZbVTXre22jZDmp65xKx2LteJjCgBITRqNwWAlLiYfhz2LVRsfwWZLxWxyAOGFWV5vE22uanRdRwghOij6MfhXobW1ldjYWFpaWoiJiTnauxdCCPEVnG0VGI02bNYEdF1j597XsNlSyMuaFRmzcPnt+PzNpCSORtOD1DfuoGNBlqpa0DRfZGxy4kjqGragKEZ0vWeaQG/SUycxZtiNh/W8xLcjn9/iWJKSV0IIIXpwRGdG/l9RVIYOvDzyc039Jqpr12OPSsHnbybGkc2+kve6vb5rwArQ3FoC0CVgVeiYhXVEZ+NsK2//uXMepapmNQmxA8hMmyK1XIUQErQKIYT4er5c/0d8viZUg5k2VwVWSwJDB8wjLWVCJGhNSRqH0WijsnoFUbYU3J5aQMdmiSMQaO2ytY7g1IDf30pnyaxOimJi+56X8fmbGZh/4ZE+PSFEHyc5rUIIIb6Srmu0uSrw+BpIT50IgNfXyI69r1Jb37kIq7Z+PZXVyzGbojEabISDUxWXpwYg3B0LUFAxGaOBED5/c+T1CsbIGF0PAOD2NBzx8xNC9H2S0yqEEOJr8XgbCAa9KIrK0tV3RR5XFAu67usx3mpJwuur/4Z7CacNpCSNo9VZjNfXiM2SiNUaz4RRt2M0Wr/dSYhvRT6/xbEkM61CCCG+Fps1EUd0JtH2dIYPuppYRz5Wc3wkYI2JzqNr1llHwKqqJozGqENuW1VNpCSNpSNtoM1VzqlT/8SwQd/H42ukqWUfe4vfIxBwHZFzE0L0fRK0CiGE+MZMpihanEV4/U3tjyjYrHFAEIMang1VFBMAqUnjyc44mcT44e0pA73Rqa3fQL/0aRhUM6GQj0DAhctVCeiYTbEUl31CcdnnR/jMhBB9lSzEEkII8Y2lJI7GE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"/>
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