From 3693ad5b1f9ff5e2ed5af15baac3579715d26c9d Mon Sep 17 00:00:00 2001
From: gsingh58 <gurmail-singh@wisc.edu>
Date: Thu, 22 Feb 2024 03:45:27 -0600
Subject: [PATCH] lec10 updated
---
.../10-Graph-Search-2.pdf} | Bin
.../10-Graph-Search-2.pptx} | Bin
.../10-Graph-Search-2/Priority_queue.png | Bin 0 -> 33241 bytes
lecture_material/10-Graph-Search-2/perf.png | Bin 0 -> 16748 bytes
.../10-Graph-Search-2/reading.html | 14612 ++++++++++++++++
.../10-Graph-Search-2/reading.ipynb | 587 +
.../10-Graph-Search-2/shortest_path.png | Bin 0 -> 64842 bytes
.../10-Graph-Search-2/solution.ipynb | 1770 ++
.../10-Graph-Search-2/template_lec_001.ipynb | 747 +
.../10-Graph-Search-2/template_lec_002.ipynb | 747 +
.../work_queue_slow_operations.png | Bin 0 -> 43882 bytes
.../~$10-Graph-Search-2.pptx | Bin 0 -> 165 bytes
12 files changed, 18463 insertions(+)
rename lecture_material/{09-Graph-Search-1/09-Graph-Search-1.pdf => 10-Graph-Search-2/10-Graph-Search-2.pdf} (100%)
rename lecture_material/{09-Graph-Search-1/09-Graph-Search-1.pptx => 10-Graph-Search-2/10-Graph-Search-2.pptx} (100%)
create mode 100644 lecture_material/10-Graph-Search-2/Priority_queue.png
create mode 100644 lecture_material/10-Graph-Search-2/perf.png
create mode 100644 lecture_material/10-Graph-Search-2/reading.html
create mode 100644 lecture_material/10-Graph-Search-2/reading.ipynb
create mode 100644 lecture_material/10-Graph-Search-2/shortest_path.png
create mode 100644 lecture_material/10-Graph-Search-2/solution.ipynb
create mode 100644 lecture_material/10-Graph-Search-2/template_lec_001.ipynb
create mode 100644 lecture_material/10-Graph-Search-2/template_lec_002.ipynb
create mode 100644 lecture_material/10-Graph-Search-2/work_queue_slow_operations.png
create mode 100644 lecture_material/10-Graph-Search-2/~$10-Graph-Search-2.pptx
diff --git a/lecture_material/09-Graph-Search-1/09-Graph-Search-1.pdf b/lecture_material/10-Graph-Search-2/10-Graph-Search-2.pdf
similarity index 100%
rename from lecture_material/09-Graph-Search-1/09-Graph-Search-1.pdf
rename to lecture_material/10-Graph-Search-2/10-Graph-Search-2.pdf
diff --git a/lecture_material/09-Graph-Search-1/09-Graph-Search-1.pptx b/lecture_material/10-Graph-Search-2/10-Graph-Search-2.pptx
similarity index 100%
rename from lecture_material/09-Graph-Search-1/09-Graph-Search-1.pptx
rename to lecture_material/10-Graph-Search-2/10-Graph-Search-2.pptx
diff --git a/lecture_material/10-Graph-Search-2/Priority_queue.png b/lecture_material/10-Graph-Search-2/Priority_queue.png
new file mode 100644
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diff --git a/lecture_material/10-Graph-Search-2/reading.html b/lecture_material/10-Graph-Search-2/reading.html
new file mode 100644
index 0000000..501423a
--- /dev/null
+++ b/lecture_material/10-Graph-Search-2/reading.html
@@ -0,0 +1,14612 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<title>reading</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
+
+
+
+
+<style type="text/css">
+ pre { line-height: 125%; }
+td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight .hll { background-color: var(--jp-cell-editor-active-background) }
+.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }
+.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */
+.highlight .err { color: var(--jp-mirror-editor-error-color) } /* Error */
+.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */
+.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */
+.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */
+.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */
+.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */
+.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */
+.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */
+.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */
+.highlight .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */
+.highlight .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */
+.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */
+.highlight .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */
+.highlight .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */
+.highlight .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */
+.highlight .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */
+.highlight .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */
+.highlight .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */
+.highlight .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */
+.highlight .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */
+.highlight .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */
+.highlight .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */
+.highlight .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */
+.highlight .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */
+.highlight .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */
+.highlight .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */
+.highlight .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */
+.highlight .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */
+.highlight .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */
+.highlight .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */
+.highlight .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */
+.highlight .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */
+ </style>
+<style type="text/css">
+ .container { width:99.5% !important; }
+
+ </style>
+
+
+
+<style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+ * Mozilla scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+[data-jp-theme-scrollbars='true'] {
+ scrollbar-color: rgb(var(--jp-scrollbar-thumb-color))
+ var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar. These selectors
+ * will match lower in the tree, and so will override the above */
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar {
+ scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny {
+ scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+ scrollbar-width: thin;
+}
+
+/*
+ * Webkit scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {
+ background: var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {
+ background: rgb(var(--jp-scrollbar-thumb-color));
+ border: var(--jp-scrollbar-thumb-margin) solid transparent;
+ background-clip: content-box;
+ border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {
+ border-left: var(--jp-scrollbar-endpad) solid
+ var(--jp-scrollbar-background-color);
+ border-right: var(--jp-scrollbar-endpad) solid
+ var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {
+ border-top: var(--jp-scrollbar-endpad) solid
+ var(--jp-scrollbar-background-color);
+ border-bottom: var(--jp-scrollbar-endpad) solid
+ var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar */
+
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true']
+ .CodeMirror-hscrollbar::-webkit-scrollbar-corner,
+[data-jp-theme-scrollbars='true']
+ .CodeMirror-vscrollbar::-webkit-scrollbar-corner {
+ background-color: transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+ .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,
+[data-jp-theme-scrollbars='true']
+ .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {
+ background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+ border: var(--jp-scrollbar-thumb-margin) solid transparent;
+ background-clip: content-box;
+ border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true']
+ .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {
+ border-left: var(--jp-scrollbar-endpad) solid transparent;
+ border-right: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+ .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {
+ border-top: var(--jp-scrollbar-endpad) solid transparent;
+ border-bottom: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny::-webkit-scrollbar,
+.jp-scrollbar-tiny::-webkit-scrollbar-corner {
+ background-color: transparent;
+ height: 4px;
+ width: 4px;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-thumb {
+ background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {
+ border-left: 0px solid transparent;
+ border-right: 0px solid transparent;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
+ border-top: 0px solid transparent;
+ border-bottom: 0px solid transparent;
+}
+
+/*
+ * Phosphor
+ */
+
+.lm-ScrollBar[data-orientation='horizontal'] {
+ min-height: 16px;
+ max-height: 16px;
+ min-width: 45px;
+ border-top: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] {
+ min-width: 16px;
+ max-width: 16px;
+ min-height: 45px;
+ border-left: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar-button {
+ background-color: #f0f0f0;
+ background-position: center center;
+ min-height: 15px;
+ max-height: 15px;
+ min-width: 15px;
+ max-width: 15px;
+}
+
+.lm-ScrollBar-button:hover {
+ background-color: #dadada;
+}
+
+.lm-ScrollBar-button.lm-mod-active {
+ background-color: #cdcdcd;
+}
+
+.lm-ScrollBar-track {
+ background: #f0f0f0;
+}
+
+.lm-ScrollBar-thumb {
+ background: #cdcdcd;
+}
+
+.lm-ScrollBar-thumb:hover {
+ background: #bababa;
+}
+
+.lm-ScrollBar-thumb.lm-mod-active {
+ background: #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {
+ height: 100%;
+ min-width: 15px;
+ border-left: 1px solid #a0a0a0;
+ border-right: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {
+ width: 100%;
+ min-height: 15px;
+ border-top: 1px solid #a0a0a0;
+ border-bottom: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+ .lm-ScrollBar-button[data-action='decrement'] {
+ background-image: var(--jp-icon-caret-left);
+ background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+ .lm-ScrollBar-button[data-action='increment'] {
+ background-image: var(--jp-icon-caret-right);
+ background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+ .lm-ScrollBar-button[data-action='decrement'] {
+ background-image: var(--jp-icon-caret-up);
+ background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+ .lm-ScrollBar-button[data-action='increment'] {
+ background-image: var(--jp-icon-caret-down);
+ background-size: 17px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Widget, /* </DEPRECATED> */
+.lm-Widget {
+ box-sizing: border-box;
+ position: relative;
+ overflow: hidden;
+ cursor: default;
+}
+
+
+/* <DEPRECATED> */ .p-Widget.p-mod-hidden, /* </DEPRECATED> */
+.lm-Widget.lm-mod-hidden {
+ display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-CommandPalette, /* </DEPRECATED> */
+.lm-CommandPalette {
+ display: flex;
+ flex-direction: column;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-search, /* </DEPRECATED> */
+.lm-CommandPalette-search {
+ flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-content, /* </DEPRECATED> */
+.lm-CommandPalette-content {
+ flex: 1 1 auto;
+ margin: 0;
+ padding: 0;
+ min-height: 0;
+ overflow: auto;
+ list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-header, /* </DEPRECATED> */
+.lm-CommandPalette-header {
+ overflow: hidden;
+ white-space: nowrap;
+ text-overflow: ellipsis;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-item, /* </DEPRECATED> */
+.lm-CommandPalette-item {
+ display: flex;
+ flex-direction: row;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemIcon, /* </DEPRECATED> */
+.lm-CommandPalette-itemIcon {
+ flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemContent, /* </DEPRECATED> */
+.lm-CommandPalette-itemContent {
+ flex: 1 1 auto;
+ overflow: hidden;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemShortcut, /* </DEPRECATED> */
+.lm-CommandPalette-itemShortcut {
+ flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemLabel, /* </DEPRECATED> */
+.lm-CommandPalette-itemLabel {
+ overflow: hidden;
+ white-space: nowrap;
+ text-overflow: ellipsis;
+}
+
+.lm-close-icon {
+ border:1px solid transparent;
+ background-color: transparent;
+ position: absolute;
+ z-index:1;
+ right:3%;
+ top: 0;
+ bottom: 0;
+ margin: auto;
+ padding: 7px 0;
+ display: none;
+ vertical-align: middle;
+ outline: 0;
+ cursor: pointer;
+}
+.lm-close-icon:after {
+ content: "X";
+ display: block;
+ width: 15px;
+ height: 15px;
+ text-align: center;
+ color:#000;
+ font-weight: normal;
+ font-size: 12px;
+ cursor: pointer;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-DockPanel, /* </DEPRECATED> */
+.lm-DockPanel {
+ z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-widget, /* </DEPRECATED> */
+.lm-DockPanel-widget {
+ z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-tabBar, /* </DEPRECATED> */
+.lm-DockPanel-tabBar {
+ z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle, /* </DEPRECATED> */
+.lm-DockPanel-handle {
+ z-index: 2;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-handle.lm-mod-hidden {
+ display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle:after, /* </DEPRECATED> */
+.lm-DockPanel-handle:after {
+ position: absolute;
+ top: 0;
+ left: 0;
+ width: 100%;
+ height: 100%;
+ content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal'] {
+ cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical'] {
+ cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal']:after {
+ left: 50%;
+ min-width: 8px;
+ transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical']:after {
+ top: 50%;
+ min-height: 8px;
+ transform: translateY(-50%);
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay, /* </DEPRECATED> */
+.lm-DockPanel-overlay {
+ z-index: 3;
+ box-sizing: border-box;
+ pointer-events: none;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-overlay.lm-mod-hidden {
+ display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Menu, /* </DEPRECATED> */
+.lm-Menu {
+ z-index: 10000;
+ position: absolute;
+ white-space: nowrap;
+ overflow-x: hidden;
+ overflow-y: auto;
+ outline: none;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-content, /* </DEPRECATED> */
+.lm-Menu-content {
+ margin: 0;
+ padding: 0;
+ display: table;
+ list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-item, /* </DEPRECATED> */
+.lm-Menu-item {
+ display: table-row;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-item.p-mod-hidden,
+.p-Menu-item.p-mod-collapsed,
+/* </DEPRECATED> */
+.lm-Menu-item.lm-mod-hidden,
+.lm-Menu-item.lm-mod-collapsed {
+ display: none !important;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-itemIcon,
+.p-Menu-itemSubmenuIcon,
+/* </DEPRECATED> */
+.lm-Menu-itemIcon,
+.lm-Menu-itemSubmenuIcon {
+ display: table-cell;
+ text-align: center;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemLabel, /* </DEPRECATED> */
+.lm-Menu-itemLabel {
+ display: table-cell;
+ text-align: left;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemShortcut, /* </DEPRECATED> */
+.lm-Menu-itemShortcut {
+ display: table-cell;
+ text-align: right;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-MenuBar, /* </DEPRECATED> */
+.lm-MenuBar {
+ outline: none;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-MenuBar-content, /* </DEPRECATED> */
+.lm-MenuBar-content {
+ margin: 0;
+ padding: 0;
+ display: flex;
+ flex-direction: row;
+ list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p--MenuBar-item, /* </DEPRECATED> */
+.lm-MenuBar-item {
+ box-sizing: border-box;
+}
+
+
+/* <DEPRECATED> */
+.p-MenuBar-itemIcon,
+.p-MenuBar-itemLabel,
+/* </DEPRECATED> */
+.lm-MenuBar-itemIcon,
+.lm-MenuBar-itemLabel {
+ display: inline-block;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-ScrollBar, /* </DEPRECATED> */
+.lm-ScrollBar {
+ display: flex;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='horizontal'] {
+ flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='vertical'] {
+ flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-button, /* </DEPRECATED> */
+.lm-ScrollBar-button {
+ box-sizing: border-box;
+ flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-track, /* </DEPRECATED> */
+.lm-ScrollBar-track {
+ box-sizing: border-box;
+ position: relative;
+ overflow: hidden;
+ flex: 1 1 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-thumb, /* </DEPRECATED> */
+.lm-ScrollBar-thumb {
+ box-sizing: border-box;
+ position: absolute;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-SplitPanel-child, /* </DEPRECATED> */
+.lm-SplitPanel-child {
+ z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle, /* </DEPRECATED> */
+.lm-SplitPanel-handle {
+ z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-SplitPanel-handle.lm-mod-hidden {
+ display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle:after, /* </DEPRECATED> */
+.lm-SplitPanel-handle:after {
+ position: absolute;
+ top: 0;
+ left: 0;
+ width: 100%;
+ height: 100%;
+ content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
+ cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
+ cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
+ left: 50%;
+ min-width: 8px;
+ transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
+ top: 50%;
+ min-height: 8px;
+ transform: translateY(-50%);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabBar, /* </DEPRECATED> */
+.lm-TabBar {
+ display: flex;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='horizontal'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] {
+ flex-direction: row;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] {
+ flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
+.lm-TabBar-content {
+ margin: 0;
+ padding: 0;
+ display: flex;
+ flex: 1 1 auto;
+ list-style-type: none;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
+ flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
+ flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar-tab {
+ display: flex;
+ flex-direction: row;
+ box-sizing: border-box;
+ overflow: hidden;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar-tabIcon,
+.p-TabBar-tabCloseIcon,
+/* </DEPRECATED> */
+.lm-TabBar-tabIcon,
+.lm-TabBar-tabCloseIcon {
+ flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
+.lm-TabBar-tabLabel {
+ flex: 1 1 auto;
+ overflow: hidden;
+ white-space: nowrap;
+}
+
+
+.lm-TabBar-tabInput {
+ user-select: all;
+ width: 100%;
+ box-sizing : border-box;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
+.lm-TabBar-tab.lm-mod-hidden {
+ display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
+ position: relative;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
+ left: 0;
+ transition: left 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
+ top: 0;
+ transition: top 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
+ transition: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
+.lm-TabPanel-tabBar {
+ z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
+.lm-TabPanel-stackedPanel {
+ z-index: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+@charset "UTF-8";
+html{
+ -webkit-box-sizing:border-box;
+ box-sizing:border-box; }
+
+*,
+*::before,
+*::after{
+ -webkit-box-sizing:inherit;
+ box-sizing:inherit; }
+
+body{
+ font-size:14px;
+ font-weight:400;
+ letter-spacing:0;
+ line-height:1.28581;
+ text-transform:none;
+ color:#182026;
+ font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }
+
+p{
+ margin-bottom:10px;
+ margin-top:0; }
+
+small{
+ font-size:12px; }
+
+strong{
+ font-weight:600; }
+
+::-moz-selection{
+ background:rgba(125, 188, 255, 0.6); }
+
+::selection{
+ background:rgba(125, 188, 255, 0.6); }
+.bp3-heading{
+ color:#182026;
+ font-weight:600;
+ margin:0 0 10px;
+ padding:0; }
+ .bp3-dark .bp3-heading{
+ color:#f5f8fa; }
+
+h1.bp3-heading, .bp3-running-text h1{
+ font-size:36px;
+ line-height:40px; }
+
+h2.bp3-heading, .bp3-running-text h2{
+ font-size:28px;
+ line-height:32px; }
+
+h3.bp3-heading, .bp3-running-text h3{
+ font-size:22px;
+ line-height:25px; }
+
+h4.bp3-heading, .bp3-running-text h4{
+ font-size:18px;
+ line-height:21px; }
+
+h5.bp3-heading, .bp3-running-text h5{
+ font-size:16px;
+ line-height:19px; }
+
+h6.bp3-heading, .bp3-running-text h6{
+ font-size:14px;
+ line-height:16px; }
+.bp3-ui-text{
+ font-size:14px;
+ font-weight:400;
+ letter-spacing:0;
+ line-height:1.28581;
+ text-transform:none; }
+
+.bp3-monospace-text{
+ font-family:monospace;
+ text-transform:none; }
+
+.bp3-text-muted{
+ color:#5c7080; }
+ .bp3-dark .bp3-text-muted{
+ color:#a7b6c2; }
+
+.bp3-text-disabled{
+ color:rgba(92, 112, 128, 0.6); }
+ .bp3-dark .bp3-text-disabled{
+ color:rgba(167, 182, 194, 0.6); }
+
+.bp3-text-overflow-ellipsis{
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal; }
+.bp3-running-text{
+ font-size:14px;
+ line-height:1.5; }
+ .bp3-running-text h1{
+ color:#182026;
+ font-weight:600;
+ margin-bottom:20px;
+ margin-top:40px; }
+ .bp3-dark .bp3-running-text h1{
+ color:#f5f8fa; }
+ .bp3-running-text h2{
+ color:#182026;
+ font-weight:600;
+ margin-bottom:20px;
+ margin-top:40px; }
+ .bp3-dark .bp3-running-text h2{
+ color:#f5f8fa; }
+ .bp3-running-text h3{
+ color:#182026;
+ font-weight:600;
+ margin-bottom:20px;
+ margin-top:40px; }
+ .bp3-dark .bp3-running-text h3{
+ color:#f5f8fa; }
+ .bp3-running-text h4{
+ color:#182026;
+ font-weight:600;
+ margin-bottom:20px;
+ margin-top:40px; }
+ .bp3-dark .bp3-running-text h4{
+ color:#f5f8fa; }
+ .bp3-running-text h5{
+ color:#182026;
+ font-weight:600;
+ margin-bottom:20px;
+ margin-top:40px; }
+ .bp3-dark .bp3-running-text h5{
+ color:#f5f8fa; }
+ .bp3-running-text h6{
+ color:#182026;
+ font-weight:600;
+ margin-bottom:20px;
+ margin-top:40px; }
+ .bp3-dark .bp3-running-text h6{
+ color:#f5f8fa; }
+ .bp3-running-text hr{
+ border:none;
+ border-bottom:1px solid rgba(16, 22, 26, 0.15);
+ margin:20px 0; }
+ .bp3-dark .bp3-running-text hr{
+ border-color:rgba(255, 255, 255, 0.15); }
+ .bp3-running-text p{
+ margin:0 0 10px;
+ padding:0; }
+
+.bp3-text-large{
+ font-size:16px; }
+
+.bp3-text-small{
+ font-size:12px; }
+a{
+ color:#106ba3;
+ text-decoration:none; }
+ a:hover{
+ color:#106ba3;
+ cursor:pointer;
+ text-decoration:underline; }
+ a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
+ color:inherit; }
+ a code,
+ .bp3-dark a code{
+ color:inherit; }
+ .bp3-dark a,
+ .bp3-dark a:hover{
+ color:#48aff0; }
+ .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
+ .bp3-dark a:hover .bp3-icon,
+ .bp3-dark a:hover .bp3-icon-standard,
+ .bp3-dark a:hover .bp3-icon-large{
+ color:inherit; }
+.bp3-running-text code, .bp3-code{
+ font-family:monospace;
+ text-transform:none;
+ background:rgba(255, 255, 255, 0.7);
+ border-radius:3px;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+ color:#5c7080;
+ font-size:smaller;
+ padding:2px 5px; }
+ .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
+ background:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ color:#a7b6c2; }
+ .bp3-running-text a > code, a > .bp3-code{
+ color:#137cbd; }
+ .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
+ color:inherit; }
+
+.bp3-running-text pre, .bp3-code-block{
+ font-family:monospace;
+ text-transform:none;
+ background:rgba(255, 255, 255, 0.7);
+ border-radius:3px;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+ color:#182026;
+ display:block;
+ font-size:13px;
+ line-height:1.4;
+ margin:10px 0;
+ padding:13px 15px 12px;
+ word-break:break-all;
+ word-wrap:break-word; }
+ .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
+ background:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-running-text pre > code, .bp3-code-block > code{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:inherit;
+ font-size:inherit;
+ padding:0; }
+
+.bp3-running-text kbd, .bp3-key{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ background:#ffffff;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ color:#5c7080;
+ display:-webkit-inline-box;
+ display:-ms-inline-flexbox;
+ display:inline-flex;
+ font-family:inherit;
+ font-size:12px;
+ height:24px;
+ -webkit-box-pack:center;
+ -ms-flex-pack:center;
+ justify-content:center;
+ line-height:24px;
+ min-width:24px;
+ padding:3px 6px;
+ vertical-align:middle; }
+ .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
+ margin-right:5px; }
+ .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
+ background:#394b59;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+ color:#a7b6c2; }
+.bp3-running-text blockquote, .bp3-blockquote{
+ border-left:solid 4px rgba(167, 182, 194, 0.5);
+ margin:0 0 10px;
+ padding:0 20px; }
+ .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
+ border-color:rgba(115, 134, 148, 0.5); }
+.bp3-running-text ul,
+.bp3-running-text ol, .bp3-list{
+ margin:10px 0;
+ padding-left:30px; }
+ .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
+ margin-bottom:5px; }
+ .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
+ .bp3-running-text ul ul,
+ .bp3-running-text ol ul,
+ .bp3-list ul{
+ margin-top:5px; }
+
+.bp3-list-unstyled{
+ list-style:none;
+ margin:0;
+ padding:0; }
+ .bp3-list-unstyled li{
+ padding:0; }
+.bp3-rtl{
+ text-align:right; }
+
+.bp3-dark{
+ color:#f5f8fa; }
+
+:focus{
+ outline:rgba(19, 124, 189, 0.6) auto 2px;
+ outline-offset:2px;
+ -moz-outline-radius:6px; }
+
+.bp3-focus-disabled :focus{
+ outline:none !important; }
+ .bp3-focus-disabled :focus ~ .bp3-control-indicator{
+ outline:none !important; }
+
+.bp3-alert{
+ max-width:400px;
+ padding:20px; }
+
+.bp3-alert-body{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex; }
+ .bp3-alert-body .bp3-icon{
+ font-size:40px;
+ margin-right:20px;
+ margin-top:0; }
+
+.bp3-alert-contents{
+ word-break:break-word; }
+
+.bp3-alert-footer{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:reverse;
+ -ms-flex-direction:row-reverse;
+ flex-direction:row-reverse;
+ margin-top:10px; }
+ .bp3-alert-footer .bp3-button{
+ margin-left:10px; }
+.bp3-breadcrumbs{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ cursor:default;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -ms-flex-wrap:wrap;
+ flex-wrap:wrap;
+ height:30px;
+ list-style:none;
+ margin:0;
+ padding:0; }
+ .bp3-breadcrumbs > li{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex; }
+ .bp3-breadcrumbs > li::after{
+ background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
+ content:"";
+ display:block;
+ height:16px;
+ margin:0 5px;
+ width:16px; }
+ .bp3-breadcrumbs > li:last-of-type::after{
+ display:none; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumb-current,
+.bp3-breadcrumbs-collapsed{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-inline-box;
+ display:-ms-inline-flexbox;
+ display:inline-flex;
+ font-size:16px; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumbs-collapsed{
+ color:#5c7080; }
+
+.bp3-breadcrumb:hover{
+ text-decoration:none; }
+
+.bp3-breadcrumb.bp3-disabled{
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+
+.bp3-breadcrumb .bp3-icon{
+ margin-right:5px; }
+
+.bp3-breadcrumb-current{
+ color:inherit;
+ font-weight:600; }
+ .bp3-breadcrumb-current .bp3-input{
+ font-size:inherit;
+ font-weight:inherit;
+ vertical-align:baseline; }
+
+.bp3-breadcrumbs-collapsed{
+ background:#ced9e0;
+ border:none;
+ border-radius:3px;
+ cursor:pointer;
+ margin-right:2px;
+ padding:1px 5px;
+ vertical-align:text-bottom; }
+ .bp3-breadcrumbs-collapsed::before{
+ background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
+ content:"";
+ display:block;
+ height:16px;
+ width:16px; }
+ .bp3-breadcrumbs-collapsed:hover{
+ background:#bfccd6;
+ color:#182026;
+ text-decoration:none; }
+
+.bp3-dark .bp3-breadcrumb,
+.bp3-dark .bp3-breadcrumbs-collapsed{
+ color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumbs > li::after{
+ color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumb.bp3-disabled{
+ color:rgba(167, 182, 194, 0.6); }
+
+.bp3-dark .bp3-breadcrumb-current{
+ color:#f5f8fa; }
+
+.bp3-dark .bp3-breadcrumbs-collapsed{
+ background:rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-breadcrumbs-collapsed:hover{
+ background:rgba(16, 22, 26, 0.6);
+ color:#f5f8fa; }
+.bp3-button{
+ display:-webkit-inline-box;
+ display:-ms-inline-flexbox;
+ display:inline-flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ border:none;
+ border-radius:3px;
+ cursor:pointer;
+ font-size:14px;
+ -webkit-box-pack:center;
+ -ms-flex-pack:center;
+ justify-content:center;
+ padding:5px 10px;
+ text-align:left;
+ vertical-align:middle;
+ min-height:30px;
+ min-width:30px; }
+ .bp3-button > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-button > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-button::before,
+ .bp3-button > *{
+ margin-right:7px; }
+ .bp3-button:empty::before,
+ .bp3-button > :last-child{
+ margin-right:0; }
+ .bp3-button:empty{
+ padding:0 !important; }
+ .bp3-button:disabled, .bp3-button.bp3-disabled{
+ cursor:not-allowed; }
+ .bp3-button.bp3-fill{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ width:100%; }
+ .bp3-button.bp3-align-right,
+ .bp3-align-right .bp3-button{
+ text-align:right; }
+ .bp3-button.bp3-align-left,
+ .bp3-align-left .bp3-button{
+ text-align:left; }
+ .bp3-button:not([class*="bp3-intent-"]){
+ background-color:#f5f8fa;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ color:#182026; }
+ .bp3-button:not([class*="bp3-intent-"]):hover{
+ background-clip:padding-box;
+ background-color:#ebf1f5;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+ .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+ background-color:#d8e1e8;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+ background-color:rgba(206, 217, 224, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ outline:none; }
+ .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
+ background:rgba(206, 217, 224, 0.7); }
+ .bp3-button.bp3-intent-primary{
+ background-color:#137cbd;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ color:#ffffff; }
+ .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+ color:#ffffff; }
+ .bp3-button.bp3-intent-primary:hover{
+ background-color:#106ba3;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+ background-color:#0e5a8a;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
+ background-color:rgba(19, 124, 189, 0.5);
+ background-image:none;
+ border-color:transparent;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(255, 255, 255, 0.6); }
+ .bp3-button.bp3-intent-success{
+ background-color:#0f9960;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ color:#ffffff; }
+ .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+ color:#ffffff; }
+ .bp3-button.bp3-intent-success:hover{
+ background-color:#0d8050;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+ background-color:#0a6640;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
+ background-color:rgba(15, 153, 96, 0.5);
+ background-image:none;
+ border-color:transparent;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(255, 255, 255, 0.6); }
+ .bp3-button.bp3-intent-warning{
+ background-color:#d9822b;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ color:#ffffff; }
+ .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+ color:#ffffff; }
+ .bp3-button.bp3-intent-warning:hover{
+ background-color:#bf7326;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+ background-color:#a66321;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
+ background-color:rgba(217, 130, 43, 0.5);
+ background-image:none;
+ border-color:transparent;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(255, 255, 255, 0.6); }
+ .bp3-button.bp3-intent-danger{
+ background-color:#db3737;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ color:#ffffff; }
+ .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+ color:#ffffff; }
+ .bp3-button.bp3-intent-danger:hover{
+ background-color:#c23030;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+ background-color:#a82a2a;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
+ background-color:rgba(219, 55, 55, 0.5);
+ background-image:none;
+ border-color:transparent;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(255, 255, 255, 0.6); }
+ .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+ stroke:#ffffff; }
+ .bp3-button.bp3-large,
+ .bp3-large .bp3-button{
+ min-height:40px;
+ min-width:40px;
+ font-size:16px;
+ padding:5px 15px; }
+ .bp3-button.bp3-large::before,
+ .bp3-button.bp3-large > *,
+ .bp3-large .bp3-button::before,
+ .bp3-large .bp3-button > *{
+ margin-right:10px; }
+ .bp3-button.bp3-large:empty::before,
+ .bp3-button.bp3-large > :last-child,
+ .bp3-large .bp3-button:empty::before,
+ .bp3-large .bp3-button > :last-child{
+ margin-right:0; }
+ .bp3-button.bp3-small,
+ .bp3-small .bp3-button{
+ min-height:24px;
+ min-width:24px;
+ padding:0 7px; }
+ .bp3-button.bp3-loading{
+ position:relative; }
+ .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
+ visibility:hidden; }
+ .bp3-button.bp3-loading .bp3-button-spinner{
+ margin:0;
+ position:absolute; }
+ .bp3-button.bp3-loading > :not(.bp3-button-spinner){
+ visibility:hidden; }
+ .bp3-button[class*="bp3-icon-"]::before{
+ font-family:"Icons16", sans-serif;
+ font-size:16px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ color:#5c7080; }
+ .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
+ color:#5c7080; }
+ .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
+ margin-left:7px; }
+ .bp3-button .bp3-icon:first-child:last-child,
+ .bp3-button .bp3-spinner + .bp3-icon:last-child{
+ margin:0 -7px; }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
+ background-color:#394b59;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+ background-color:#202b33;
+ background-image:none;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+ background-color:rgba(57, 75, 89, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
+ background:rgba(57, 75, 89, 0.7); }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
+ background:rgba(16, 22, 26, 0.5);
+ stroke:#8a9ba8; }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-button[class*="bp3-intent-"]{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(255, 255, 255, 0.3); }
+ .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+ stroke:#8a9ba8; }
+ .bp3-button:disabled::before,
+ .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
+ .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
+ .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
+ color:inherit !important; }
+ .bp3-button.bp3-minimal{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-button.bp3-minimal:hover{
+ background:rgba(167, 182, 194, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026;
+ text-decoration:none; }
+ .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
+ background:rgba(115, 134, 148, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026; }
+ .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
+ background:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+ background:rgba(115, 134, 148, 0.3); }
+ .bp3-dark .bp3-button.bp3-minimal{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:inherit; }
+ .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-button.bp3-minimal:hover{
+ background:rgba(138, 155, 168, 0.15); }
+ .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+ background:rgba(138, 155, 168, 0.3);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
+ background:none;
+ color:rgba(167, 182, 194, 0.6);
+ cursor:not-allowed; }
+ .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+ background:rgba(138, 155, 168, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-primary{
+ color:#106ba3; }
+ .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#106ba3; }
+ .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.15);
+ color:#106ba3; }
+ .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#106ba3; }
+ .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(16, 107, 163, 0.5); }
+ .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+ stroke:#106ba3; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
+ color:#48aff0; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.2);
+ color:#48aff0; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#48aff0; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(72, 175, 240, 0.5); }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-success{
+ color:#0d8050; }
+ .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#0d8050; }
+ .bp3-button.bp3-minimal.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.15);
+ color:#0d8050; }
+ .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#0d8050; }
+ .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(13, 128, 80, 0.5); }
+ .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+ stroke:#0d8050; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
+ color:#3dcc91; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.2);
+ color:#3dcc91; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#3dcc91; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(61, 204, 145, 0.5); }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-warning{
+ color:#bf7326; }
+ .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#bf7326; }
+ .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.15);
+ color:#bf7326; }
+ .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#bf7326; }
+ .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(191, 115, 38, 0.5); }
+ .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+ stroke:#bf7326; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
+ color:#ffb366; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.2);
+ color:#ffb366; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#ffb366; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(255, 179, 102, 0.5); }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-danger{
+ color:#c23030; }
+ .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#c23030; }
+ .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.15);
+ color:#c23030; }
+ .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#c23030; }
+ .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(194, 48, 48, 0.5); }
+ .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+ stroke:#c23030; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
+ color:#ff7373; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.2);
+ color:#ff7373; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#ff7373; }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(255, 115, 115, 0.5); }
+ .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-button.bp3-outlined{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ border:1px solid rgba(24, 32, 38, 0.2);
+ -webkit-box-sizing:border-box;
+ box-sizing:border-box; }
+ .bp3-button.bp3-outlined:hover{
+ background:rgba(167, 182, 194, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026;
+ text-decoration:none; }
+ .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
+ background:rgba(115, 134, 148, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026; }
+ .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
+ background:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+ background:rgba(115, 134, 148, 0.3); }
+ .bp3-dark .bp3-button.bp3-outlined{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:inherit; }
+ .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-button.bp3-outlined:hover{
+ background:rgba(138, 155, 168, 0.15); }
+ .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+ background:rgba(138, 155, 168, 0.3);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+ background:none;
+ color:rgba(167, 182, 194, 0.6);
+ cursor:not-allowed; }
+ .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+ background:rgba(138, 155, 168, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-primary{
+ color:#106ba3; }
+ .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#106ba3; }
+ .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.15);
+ color:#106ba3; }
+ .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#106ba3; }
+ .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(16, 107, 163, 0.5); }
+ .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+ stroke:#106ba3; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+ color:#48aff0; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.2);
+ color:#48aff0; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#48aff0; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(72, 175, 240, 0.5); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-success{
+ color:#0d8050; }
+ .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#0d8050; }
+ .bp3-button.bp3-outlined.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.15);
+ color:#0d8050; }
+ .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#0d8050; }
+ .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(13, 128, 80, 0.5); }
+ .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+ stroke:#0d8050; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+ color:#3dcc91; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.2);
+ color:#3dcc91; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#3dcc91; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(61, 204, 145, 0.5); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-warning{
+ color:#bf7326; }
+ .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#bf7326; }
+ .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.15);
+ color:#bf7326; }
+ .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#bf7326; }
+ .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(191, 115, 38, 0.5); }
+ .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+ stroke:#bf7326; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+ color:#ffb366; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.2);
+ color:#ffb366; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#ffb366; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(255, 179, 102, 0.5); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-danger{
+ color:#c23030; }
+ .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#c23030; }
+ .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.15);
+ color:#c23030; }
+ .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#c23030; }
+ .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(194, 48, 48, 0.5); }
+ .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+ stroke:#c23030; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+ color:#ff7373; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.2);
+ color:#ff7373; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#ff7373; }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(255, 115, 115, 0.5); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
+ border-color:rgba(92, 112, 128, 0.1); }
+ .bp3-dark .bp3-button.bp3-outlined{
+ border-color:rgba(255, 255, 255, 0.4); }
+ .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+ border-color:rgba(255, 255, 255, 0.2); }
+ .bp3-button.bp3-outlined.bp3-intent-primary{
+ border-color:rgba(16, 107, 163, 0.6); }
+ .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+ border-color:rgba(16, 107, 163, 0.2); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+ border-color:rgba(72, 175, 240, 0.6); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+ border-color:rgba(72, 175, 240, 0.2); }
+ .bp3-button.bp3-outlined.bp3-intent-success{
+ border-color:rgba(13, 128, 80, 0.6); }
+ .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+ border-color:rgba(13, 128, 80, 0.2); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+ border-color:rgba(61, 204, 145, 0.6); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+ border-color:rgba(61, 204, 145, 0.2); }
+ .bp3-button.bp3-outlined.bp3-intent-warning{
+ border-color:rgba(191, 115, 38, 0.6); }
+ .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+ border-color:rgba(191, 115, 38, 0.2); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+ border-color:rgba(255, 179, 102, 0.6); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+ border-color:rgba(255, 179, 102, 0.2); }
+ .bp3-button.bp3-outlined.bp3-intent-danger{
+ border-color:rgba(194, 48, 48, 0.6); }
+ .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+ border-color:rgba(194, 48, 48, 0.2); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+ border-color:rgba(255, 115, 115, 0.6); }
+ .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+ border-color:rgba(255, 115, 115, 0.2); }
+
+a.bp3-button{
+ text-align:center;
+ text-decoration:none;
+ -webkit-transition:none;
+ transition:none; }
+ a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
+ color:#182026; }
+ a.bp3-button.bp3-disabled{
+ color:rgba(92, 112, 128, 0.6); }
+
+.bp3-button-text{
+ -webkit-box-flex:0;
+ -ms-flex:0 1 auto;
+ flex:0 1 auto; }
+
+.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
+.bp3-button-group.bp3-align-left .bp3-button-text,
+.bp3-button-group.bp3-align-right .bp3-button-text{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto; }
+.bp3-button-group{
+ display:-webkit-inline-box;
+ display:-ms-inline-flexbox;
+ display:inline-flex; }
+ .bp3-button-group .bp3-button{
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ position:relative;
+ z-index:4; }
+ .bp3-button-group .bp3-button:focus{
+ z-index:5; }
+ .bp3-button-group .bp3-button:hover{
+ z-index:6; }
+ .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
+ z-index:7; }
+ .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
+ z-index:3; }
+ .bp3-button-group .bp3-button[class*="bp3-intent-"]{
+ z-index:9; }
+ .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
+ z-index:10; }
+ .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
+ z-index:11; }
+ .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
+ z-index:12; }
+ .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
+ z-index:8; }
+ .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
+ .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
+ border-bottom-left-radius:0;
+ border-top-left-radius:0; }
+ .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+ .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+ border-bottom-right-radius:0;
+ border-top-right-radius:0;
+ margin-right:-1px; }
+ .bp3-button-group.bp3-minimal .bp3-button{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-button-group.bp3-minimal .bp3-button:hover{
+ background:rgba(167, 182, 194, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026;
+ text-decoration:none; }
+ .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+ background:rgba(115, 134, 148, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026; }
+ .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+ background:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+ background:rgba(115, 134, 148, 0.3); }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:inherit; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
+ background:rgba(138, 155, 168, 0.15); }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+ background:rgba(138, 155, 168, 0.3);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+ background:none;
+ color:rgba(167, 182, 194, 0.6);
+ cursor:not-allowed; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+ background:rgba(138, 155, 168, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+ color:#106ba3; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#106ba3; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.15);
+ color:#106ba3; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#106ba3; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(16, 107, 163, 0.5); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+ stroke:#106ba3; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+ color:#48aff0; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.2);
+ color:#48aff0; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#48aff0; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(72, 175, 240, 0.5); }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+ color:#0d8050; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#0d8050; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.15);
+ color:#0d8050; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#0d8050; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(13, 128, 80, 0.5); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+ stroke:#0d8050; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+ color:#3dcc91; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.2);
+ color:#3dcc91; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#3dcc91; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(61, 204, 145, 0.5); }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+ color:#bf7326; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#bf7326; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.15);
+ color:#bf7326; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#bf7326; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(191, 115, 38, 0.5); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+ stroke:#bf7326; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+ color:#ffb366; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.2);
+ color:#ffb366; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#ffb366; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(255, 179, 102, 0.5); }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+ color:#c23030; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#c23030; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.15);
+ color:#c23030; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#c23030; }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(194, 48, 48, 0.5); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+ stroke:#c23030; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+ color:#ff7373; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.2);
+ color:#ff7373; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#ff7373; }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(255, 115, 115, 0.5); }
+ .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-button-group .bp3-popover-wrapper,
+ .bp3-button-group .bp3-popover-target{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto; }
+ .bp3-button-group.bp3-fill{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ width:100%; }
+ .bp3-button-group .bp3-button.bp3-fill,
+ .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto; }
+ .bp3-button-group.bp3-vertical{
+ -webkit-box-align:stretch;
+ -ms-flex-align:stretch;
+ align-items:stretch;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ vertical-align:top; }
+ .bp3-button-group.bp3-vertical.bp3-fill{
+ height:100%;
+ width:unset; }
+ .bp3-button-group.bp3-vertical .bp3-button{
+ margin-right:0 !important;
+ width:100%; }
+ .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
+ .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
+ border-radius:3px 3px 0 0; }
+ .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
+ .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
+ border-radius:0 0 3px 3px; }
+ .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+ .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
+ margin-bottom:-1px; }
+ .bp3-button-group.bp3-align-left .bp3-button{
+ text-align:left; }
+ .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+ .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+ margin-right:1px; }
+ .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+ .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
+ margin-bottom:1px; }
+.bp3-callout{
+ font-size:14px;
+ line-height:1.5;
+ background-color:rgba(138, 155, 168, 0.15);
+ border-radius:3px;
+ padding:10px 12px 9px;
+ position:relative;
+ width:100%; }
+ .bp3-callout[class*="bp3-icon-"]{
+ padding-left:40px; }
+ .bp3-callout[class*="bp3-icon-"]::before{
+ font-family:"Icons20", sans-serif;
+ font-size:20px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ color:#5c7080;
+ left:10px;
+ position:absolute;
+ top:10px; }
+ .bp3-callout.bp3-callout-icon{
+ padding-left:40px; }
+ .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
+ color:#5c7080;
+ left:10px;
+ position:absolute;
+ top:10px; }
+ .bp3-callout .bp3-heading{
+ line-height:20px;
+ margin-bottom:5px;
+ margin-top:0; }
+ .bp3-callout .bp3-heading:last-child{
+ margin-bottom:0; }
+ .bp3-dark .bp3-callout{
+ background-color:rgba(138, 155, 168, 0.2); }
+ .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
+ color:#a7b6c2; }
+ .bp3-callout.bp3-intent-primary{
+ background-color:rgba(19, 124, 189, 0.15); }
+ .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+ .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+ .bp3-callout.bp3-intent-primary .bp3-heading{
+ color:#106ba3; }
+ .bp3-dark .bp3-callout.bp3-intent-primary{
+ background-color:rgba(19, 124, 189, 0.25); }
+ .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+ .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+ .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
+ color:#48aff0; }
+ .bp3-callout.bp3-intent-success{
+ background-color:rgba(15, 153, 96, 0.15); }
+ .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+ .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+ .bp3-callout.bp3-intent-success .bp3-heading{
+ color:#0d8050; }
+ .bp3-dark .bp3-callout.bp3-intent-success{
+ background-color:rgba(15, 153, 96, 0.25); }
+ .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+ .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+ .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
+ color:#3dcc91; }
+ .bp3-callout.bp3-intent-warning{
+ background-color:rgba(217, 130, 43, 0.15); }
+ .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+ .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+ .bp3-callout.bp3-intent-warning .bp3-heading{
+ color:#bf7326; }
+ .bp3-dark .bp3-callout.bp3-intent-warning{
+ background-color:rgba(217, 130, 43, 0.25); }
+ .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+ .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+ .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
+ color:#ffb366; }
+ .bp3-callout.bp3-intent-danger{
+ background-color:rgba(219, 55, 55, 0.15); }
+ .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+ .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+ .bp3-callout.bp3-intent-danger .bp3-heading{
+ color:#c23030; }
+ .bp3-dark .bp3-callout.bp3-intent-danger{
+ background-color:rgba(219, 55, 55, 0.25); }
+ .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+ .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+ .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
+ color:#ff7373; }
+ .bp3-running-text .bp3-callout{
+ margin:20px 0; }
+.bp3-card{
+ background-color:#ffffff;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+ padding:20px;
+ -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-card.bp3-dark,
+ .bp3-dark .bp3-card{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-0{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+ .bp3-elevation-0.bp3-dark,
+ .bp3-dark .bp3-elevation-0{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-1{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-elevation-1.bp3-dark,
+ .bp3-dark .bp3-elevation-1{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-2{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
+ .bp3-elevation-2.bp3-dark,
+ .bp3-dark .bp3-elevation-2{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-3{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+ .bp3-elevation-3.bp3-dark,
+ .bp3-dark .bp3-elevation-3{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-4{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
+ .bp3-elevation-4.bp3-dark,
+ .bp3-dark .bp3-elevation-4{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:hover{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ cursor:pointer; }
+ .bp3-card.bp3-interactive:hover.bp3-dark,
+ .bp3-dark .bp3-card.bp3-interactive:hover{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:active{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ opacity:0.9;
+ -webkit-transition-duration:0;
+ transition-duration:0; }
+ .bp3-card.bp3-interactive:active.bp3-dark,
+ .bp3-dark .bp3-card.bp3-interactive:active{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-collapse{
+ height:0;
+ overflow-y:hidden;
+ -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-collapse .bp3-collapse-body{
+ -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
+ display:none; }
+
+.bp3-context-menu .bp3-popover-target{
+ display:block; }
+
+.bp3-context-menu-popover-target{
+ position:fixed; }
+
+.bp3-divider{
+ border-bottom:1px solid rgba(16, 22, 26, 0.15);
+ border-right:1px solid rgba(16, 22, 26, 0.15);
+ margin:5px; }
+ .bp3-dark .bp3-divider{
+ border-color:rgba(16, 22, 26, 0.4); }
+.bp3-dialog-container{
+ opacity:1;
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-pack:center;
+ -ms-flex-pack:center;
+ justify-content:center;
+ min-height:100%;
+ pointer-events:none;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none;
+ width:100%; }
+ .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
+ opacity:0;
+ -webkit-transform:scale(0.5);
+ transform:scale(0.5); }
+ .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
+ opacity:1;
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:opacity, -webkit-transform;
+ transition-property:opacity, -webkit-transform;
+ transition-property:opacity, transform;
+ transition-property:opacity, transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+ transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+ .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
+ opacity:1;
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
+ opacity:0;
+ -webkit-transform:scale(0.5);
+ transform:scale(0.5);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:opacity, -webkit-transform;
+ transition-property:opacity, -webkit-transform;
+ transition-property:opacity, transform;
+ transition-property:opacity, transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+ transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+
+.bp3-dialog{
+ background:#ebf1f5;
+ border-radius:6px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ margin:30px 0;
+ padding-bottom:20px;
+ pointer-events:all;
+ -webkit-user-select:text;
+ -moz-user-select:text;
+ -ms-user-select:text;
+ user-select:text;
+ width:500px; }
+ .bp3-dialog:focus{
+ outline:0; }
+ .bp3-dialog.bp3-dark,
+ .bp3-dark .bp3-dialog{
+ background:#293742;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+
+.bp3-dialog-header{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ background:#ffffff;
+ border-radius:6px 6px 0 0;
+ -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+ box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ min-height:40px;
+ padding-left:20px;
+ padding-right:5px; }
+ .bp3-dialog-header .bp3-icon-large,
+ .bp3-dialog-header .bp3-icon{
+ color:#5c7080;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ margin-right:10px; }
+ .bp3-dialog-header .bp3-heading{
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ line-height:inherit;
+ margin:0; }
+ .bp3-dialog-header .bp3-heading:last-child{
+ margin-right:20px; }
+ .bp3-dark .bp3-dialog-header{
+ background:#30404d;
+ -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+ box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-dialog-header .bp3-icon-large,
+ .bp3-dark .bp3-dialog-header .bp3-icon{
+ color:#a7b6c2; }
+
+.bp3-dialog-body{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ line-height:18px;
+ margin:20px; }
+
+.bp3-dialog-footer{
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ margin:0 20px; }
+
+.bp3-dialog-footer-actions{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-pack:end;
+ -ms-flex-pack:end;
+ justify-content:flex-end; }
+ .bp3-dialog-footer-actions .bp3-button{
+ margin-left:10px; }
+.bp3-drawer{
+ background:#ffffff;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ margin:0;
+ padding:0; }
+ .bp3-drawer:focus{
+ outline:0; }
+ .bp3-drawer.bp3-position-top{
+ height:50%;
+ left:0;
+ right:0;
+ top:0; }
+ .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
+ -webkit-transform:translateY(-100%);
+ transform:translateY(-100%); }
+ .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
+ -webkit-transform:translateY(0);
+ transform:translateY(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-top.bp3-overlay-exit{
+ -webkit-transform:translateY(0);
+ transform:translateY(0); }
+ .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
+ -webkit-transform:translateY(-100%);
+ transform:translateY(-100%);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-bottom{
+ bottom:0;
+ height:50%;
+ left:0;
+ right:0; }
+ .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
+ -webkit-transform:translateY(100%);
+ transform:translateY(100%); }
+ .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
+ -webkit-transform:translateY(0);
+ transform:translateY(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
+ -webkit-transform:translateY(0);
+ transform:translateY(0); }
+ .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
+ -webkit-transform:translateY(100%);
+ transform:translateY(100%);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-left{
+ bottom:0;
+ left:0;
+ top:0;
+ width:50%; }
+ .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
+ -webkit-transform:translateX(-100%);
+ transform:translateX(-100%); }
+ .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
+ -webkit-transform:translateX(0);
+ transform:translateX(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-left.bp3-overlay-exit{
+ -webkit-transform:translateX(0);
+ transform:translateX(0); }
+ .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
+ -webkit-transform:translateX(-100%);
+ transform:translateX(-100%);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-right{
+ bottom:0;
+ right:0;
+ top:0;
+ width:50%; }
+ .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
+ -webkit-transform:translateX(100%);
+ transform:translateX(100%); }
+ .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
+ -webkit-transform:translateX(0);
+ transform:translateX(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-position-right.bp3-overlay-exit{
+ -webkit-transform:translateX(0);
+ transform:translateX(0); }
+ .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
+ -webkit-transform:translateX(100%);
+ transform:translateX(100%);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical){
+ bottom:0;
+ right:0;
+ top:0;
+ width:50%; }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
+ -webkit-transform:translateX(100%);
+ transform:translateX(100%); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
+ -webkit-transform:translateX(0);
+ transform:translateX(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
+ -webkit-transform:translateX(0);
+ transform:translateX(0); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
+ -webkit-transform:translateX(100%);
+ transform:translateX(100%);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical{
+ bottom:0;
+ height:50%;
+ left:0;
+ right:0; }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical.bp3-overlay-appear{
+ -webkit-transform:translateY(100%);
+ transform:translateY(100%); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
+ -webkit-transform:translateY(0);
+ transform:translateY(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical.bp3-overlay-exit{
+ -webkit-transform:translateY(0);
+ transform:translateY(0); }
+ .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+ .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
+ -webkit-transform:translateY(100%);
+ transform:translateY(100%);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-drawer.bp3-dark,
+ .bp3-dark .bp3-drawer{
+ background:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+
+.bp3-drawer-header{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ border-radius:0;
+ -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+ box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ min-height:40px;
+ padding:5px;
+ padding-left:20px;
+ position:relative; }
+ .bp3-drawer-header .bp3-icon-large,
+ .bp3-drawer-header .bp3-icon{
+ color:#5c7080;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ margin-right:10px; }
+ .bp3-drawer-header .bp3-heading{
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ line-height:inherit;
+ margin:0; }
+ .bp3-drawer-header .bp3-heading:last-child{
+ margin-right:20px; }
+ .bp3-dark .bp3-drawer-header{
+ -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+ box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-drawer-header .bp3-icon-large,
+ .bp3-dark .bp3-drawer-header .bp3-icon{
+ color:#a7b6c2; }
+
+.bp3-drawer-body{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ line-height:18px;
+ overflow:auto; }
+
+.bp3-drawer-footer{
+ -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ padding:10px 20px;
+ position:relative; }
+ .bp3-dark .bp3-drawer-footer{
+ -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
+.bp3-editable-text{
+ cursor:text;
+ display:inline-block;
+ max-width:100%;
+ position:relative;
+ vertical-align:top;
+ white-space:nowrap; }
+ .bp3-editable-text::before{
+ bottom:-3px;
+ left:-3px;
+ position:absolute;
+ right:-3px;
+ top:-3px;
+ border-radius:3px;
+ content:"";
+ -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-editable-text:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+ .bp3-editable-text.bp3-editable-text-editing::before{
+ background-color:#ffffff;
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-editable-text.bp3-disabled::before{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
+ .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+ color:#137cbd; }
+ .bp3-editable-text.bp3-intent-primary:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
+ .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
+ .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+ color:#0f9960; }
+ .bp3-editable-text.bp3-intent-success:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
+ box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
+ .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
+ .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+ color:#d9822b; }
+ .bp3-editable-text.bp3-intent-warning:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
+ box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
+ .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
+ .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+ color:#db3737; }
+ .bp3-editable-text.bp3-intent-danger:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
+ box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
+ .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-editable-text:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
+ .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
+ background-color:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-disabled::before{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+ color:#48aff0; }
+ .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
+ box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+ color:#3dcc91; }
+ .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
+ box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+ color:#ffb366; }
+ .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
+ box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+ color:#ff7373; }
+ .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
+ -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
+ box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
+ .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+ -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-editable-text-input,
+.bp3-editable-text-content{
+ color:inherit;
+ display:inherit;
+ font:inherit;
+ letter-spacing:inherit;
+ max-width:inherit;
+ min-width:inherit;
+ position:relative;
+ resize:none;
+ text-transform:inherit;
+ vertical-align:top; }
+
+.bp3-editable-text-input{
+ background:none;
+ border:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ padding:0;
+ white-space:pre-wrap;
+ width:100%; }
+ .bp3-editable-text-input::-webkit-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-editable-text-input::-moz-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-editable-text-input:-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-editable-text-input::-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-editable-text-input::placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-editable-text-input:focus{
+ outline:none; }
+ .bp3-editable-text-input::-ms-clear{
+ display:none; }
+
+.bp3-editable-text-content{
+ overflow:hidden;
+ padding-right:2px;
+ text-overflow:ellipsis;
+ white-space:pre; }
+ .bp3-editable-text-editing > .bp3-editable-text-content{
+ left:0;
+ position:absolute;
+ visibility:hidden; }
+ .bp3-editable-text-placeholder > .bp3-editable-text-content{
+ color:rgba(92, 112, 128, 0.6); }
+ .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
+ color:rgba(167, 182, 194, 0.6); }
+
+.bp3-editable-text.bp3-multiline{
+ display:block; }
+ .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
+ overflow:auto;
+ white-space:pre-wrap;
+ word-wrap:break-word; }
+.bp3-divider{
+ border-bottom:1px solid rgba(16, 22, 26, 0.15);
+ border-right:1px solid rgba(16, 22, 26, 0.15);
+ margin:5px; }
+ .bp3-dark .bp3-divider{
+ border-color:rgba(16, 22, 26, 0.4); }
+.bp3-control-group{
+ -webkit-transform:translateZ(0);
+ transform:translateZ(0);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:stretch;
+ -ms-flex-align:stretch;
+ align-items:stretch; }
+ .bp3-control-group > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-control-group > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-control-group .bp3-button,
+ .bp3-control-group .bp3-html-select,
+ .bp3-control-group .bp3-input,
+ .bp3-control-group .bp3-select{
+ position:relative; }
+ .bp3-control-group .bp3-input{
+ border-radius:inherit;
+ z-index:2; }
+ .bp3-control-group .bp3-input:focus{
+ border-radius:3px;
+ z-index:14; }
+ .bp3-control-group .bp3-input[class*="bp3-intent"]{
+ z-index:13; }
+ .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
+ z-index:15; }
+ .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
+ z-index:1; }
+ .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
+ z-index:13; }
+ .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
+ z-index:15; }
+ .bp3-control-group .bp3-button,
+ .bp3-control-group .bp3-html-select select,
+ .bp3-control-group .bp3-select select{
+ -webkit-transform:translateZ(0);
+ transform:translateZ(0);
+ border-radius:inherit;
+ z-index:4; }
+ .bp3-control-group .bp3-button:focus,
+ .bp3-control-group .bp3-html-select select:focus,
+ .bp3-control-group .bp3-select select:focus{
+ z-index:5; }
+ .bp3-control-group .bp3-button:hover,
+ .bp3-control-group .bp3-html-select select:hover,
+ .bp3-control-group .bp3-select select:hover{
+ z-index:6; }
+ .bp3-control-group .bp3-button:active,
+ .bp3-control-group .bp3-html-select select:active,
+ .bp3-control-group .bp3-select select:active{
+ z-index:7; }
+ .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
+ .bp3-control-group .bp3-html-select select[readonly],
+ .bp3-control-group .bp3-html-select select:disabled,
+ .bp3-control-group .bp3-html-select select.bp3-disabled,
+ .bp3-control-group .bp3-select select[readonly],
+ .bp3-control-group .bp3-select select:disabled,
+ .bp3-control-group .bp3-select select.bp3-disabled{
+ z-index:3; }
+ .bp3-control-group .bp3-button[class*="bp3-intent"],
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
+ .bp3-control-group .bp3-select select[class*="bp3-intent"]{
+ z-index:9; }
+ .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
+ .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
+ z-index:10; }
+ .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
+ .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
+ z-index:11; }
+ .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
+ .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
+ z-index:12; }
+ .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
+ .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
+ .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
+ .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
+ .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
+ z-index:8; }
+ .bp3-control-group .bp3-input-group > .bp3-icon,
+ .bp3-control-group .bp3-input-group > .bp3-button,
+ .bp3-control-group .bp3-input-group > .bp3-input-action{
+ z-index:16; }
+ .bp3-control-group .bp3-select::after,
+ .bp3-control-group .bp3-html-select::after,
+ .bp3-control-group .bp3-select > .bp3-icon,
+ .bp3-control-group .bp3-html-select > .bp3-icon{
+ z-index:17; }
+ .bp3-control-group .bp3-select:focus-within{
+ z-index:5; }
+ .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+ margin-right:-1px; }
+ .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
+ margin-left:6px; }
+ .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+ margin-right:0; }
+ .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
+ margin-left:1px; }
+ .bp3-control-group .bp3-popover-wrapper,
+ .bp3-control-group .bp3-popover-target{
+ border-radius:inherit; }
+ .bp3-control-group > :first-child{
+ border-radius:3px 0 0 3px; }
+ .bp3-control-group > :last-child{
+ border-radius:0 3px 3px 0;
+ margin-right:0; }
+ .bp3-control-group > :only-child{
+ border-radius:3px;
+ margin-right:0; }
+ .bp3-control-group .bp3-input-group .bp3-button{
+ border-radius:3px; }
+ .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
+ border-bottom-left-radius:0;
+ border-top-left-radius:0; }
+ .bp3-control-group.bp3-fill{
+ width:100%; }
+ .bp3-control-group > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto; }
+ .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto; }
+ .bp3-control-group.bp3-vertical{
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column; }
+ .bp3-control-group.bp3-vertical > *{
+ margin-top:-1px; }
+ .bp3-control-group.bp3-vertical > :first-child{
+ border-radius:3px 3px 0 0;
+ margin-top:0; }
+ .bp3-control-group.bp3-vertical > :last-child{
+ border-radius:0 0 3px 3px; }
+.bp3-control{
+ cursor:pointer;
+ display:block;
+ margin-bottom:10px;
+ position:relative;
+ text-transform:none; }
+ .bp3-control input:checked ~ .bp3-control-indicator{
+ background-color:#137cbd;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ color:#ffffff; }
+ .bp3-control:hover input:checked ~ .bp3-control-indicator{
+ background-color:#106ba3;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+ .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+ background:#0e5a8a;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+ background:rgba(19, 124, 189, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
+ background-color:#106ba3;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+ background-color:#0e5a8a;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+ background:rgba(14, 90, 138, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-control:not(.bp3-align-right){
+ padding-left:26px; }
+ .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
+ margin-left:-26px; }
+ .bp3-control.bp3-align-right{
+ padding-right:26px; }
+ .bp3-control.bp3-align-right .bp3-control-indicator{
+ margin-right:-26px; }
+ .bp3-control.bp3-disabled{
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-control.bp3-inline{
+ display:inline-block;
+ margin-right:20px; }
+ .bp3-control input{
+ left:0;
+ opacity:0;
+ position:absolute;
+ top:0;
+ z-index:-1; }
+ .bp3-control .bp3-control-indicator{
+ background-clip:padding-box;
+ background-color:#f5f8fa;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+ border:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ cursor:pointer;
+ display:inline-block;
+ font-size:16px;
+ height:1em;
+ margin-right:10px;
+ margin-top:-3px;
+ position:relative;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none;
+ vertical-align:middle;
+ width:1em; }
+ .bp3-control .bp3-control-indicator::before{
+ content:"";
+ display:block;
+ height:1em;
+ width:1em; }
+ .bp3-control:hover .bp3-control-indicator{
+ background-color:#ebf1f5; }
+ .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+ background:#d8e1e8;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-control input:disabled ~ .bp3-control-indicator{
+ background:rgba(206, 217, 224, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ cursor:not-allowed; }
+ .bp3-control input:focus ~ .bp3-control-indicator{
+ outline:rgba(19, 124, 189, 0.6) auto 2px;
+ outline-offset:2px;
+ -moz-outline-radius:6px; }
+ .bp3-control.bp3-align-right .bp3-control-indicator{
+ float:right;
+ margin-left:10px;
+ margin-top:1px; }
+ .bp3-control.bp3-large{
+ font-size:16px; }
+ .bp3-control.bp3-large:not(.bp3-align-right){
+ padding-left:30px; }
+ .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+ margin-left:-30px; }
+ .bp3-control.bp3-large.bp3-align-right{
+ padding-right:30px; }
+ .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+ margin-right:-30px; }
+ .bp3-control.bp3-large .bp3-control-indicator{
+ font-size:20px; }
+ .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+ margin-top:0; }
+ .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+ background-color:#137cbd;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ color:#ffffff; }
+ .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+ background-color:#106ba3;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+ .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+ background:#0e5a8a;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+ background:rgba(19, 124, 189, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+ background-color:#106ba3;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+ background-color:#0e5a8a;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+ background:rgba(14, 90, 138, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-control.bp3-checkbox .bp3-control-indicator{
+ border-radius:3px; }
+ .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
+ background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
+ .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
+ background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
+ .bp3-control.bp3-radio .bp3-control-indicator{
+ border-radius:50%; }
+ .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
+ background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
+ .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
+ opacity:0.5; }
+ .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
+ -moz-outline-radius:16px; }
+ .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+ background:rgba(167, 182, 194, 0.5); }
+ .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+ background:rgba(115, 134, 148, 0.5); }
+ .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+ background:rgba(92, 112, 128, 0.5); }
+ .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+ background:rgba(206, 217, 224, 0.5); }
+ .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+ background:rgba(255, 255, 255, 0.8); }
+ .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+ background:#137cbd; }
+ .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+ background:#106ba3; }
+ .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+ background:#0e5a8a; }
+ .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+ background:rgba(19, 124, 189, 0.5); }
+ .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+ background:rgba(255, 255, 255, 0.8); }
+ .bp3-control.bp3-switch:not(.bp3-align-right){
+ padding-left:38px; }
+ .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
+ margin-left:-38px; }
+ .bp3-control.bp3-switch.bp3-align-right{
+ padding-right:38px; }
+ .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
+ margin-right:-38px; }
+ .bp3-control.bp3-switch .bp3-control-indicator{
+ border:none;
+ border-radius:1.75em;
+ -webkit-box-shadow:none !important;
+ box-shadow:none !important;
+ min-width:1.75em;
+ -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ width:auto; }
+ .bp3-control.bp3-switch .bp3-control-indicator::before{
+ background:#ffffff;
+ border-radius:50%;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+ height:calc(1em - 4px);
+ left:0;
+ margin:2px;
+ position:absolute;
+ -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ width:calc(1em - 4px); }
+ .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+ left:calc(100% - 1em); }
+ .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
+ padding-left:45px; }
+ .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+ margin-left:-45px; }
+ .bp3-control.bp3-switch.bp3-large.bp3-align-right{
+ padding-right:45px; }
+ .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
+ margin-right:-45px; }
+ .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+ background:rgba(16, 22, 26, 0.5); }
+ .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+ background:rgba(16, 22, 26, 0.7); }
+ .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+ background:rgba(16, 22, 26, 0.9); }
+ .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+ background:rgba(57, 75, 89, 0.5); }
+ .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+ background:rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+ background:#137cbd; }
+ .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+ background:#106ba3; }
+ .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+ background:#0e5a8a; }
+ .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+ background:rgba(14, 90, 138, 0.5); }
+ .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+ background:rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
+ background:#394b59;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-control.bp3-switch .bp3-switch-inner-text{
+ font-size:0.7em;
+ text-align:center; }
+ .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
+ line-height:0;
+ margin-left:0.5em;
+ margin-right:1.2em;
+ visibility:hidden; }
+ .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
+ line-height:1em;
+ margin-left:1.2em;
+ margin-right:0.5em;
+ visibility:visible; }
+ .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
+ line-height:1em;
+ visibility:visible; }
+ .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
+ line-height:0;
+ visibility:hidden; }
+ .bp3-dark .bp3-control{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-control.bp3-disabled{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-control .bp3-control-indicator{
+ background-color:#394b59;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-control:hover .bp3-control-indicator{
+ background-color:#30404d; }
+ .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+ background:#202b33;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
+ background:rgba(57, 75, 89, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ cursor:not-allowed; }
+ .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+ color:rgba(167, 182, 194, 0.6); }
+.bp3-file-input{
+ cursor:pointer;
+ display:inline-block;
+ height:30px;
+ position:relative; }
+ .bp3-file-input input{
+ margin:0;
+ min-width:200px;
+ opacity:0; }
+ .bp3-file-input input:disabled + .bp3-file-upload-input,
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+ background:rgba(206, 217, 224, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ resize:none; }
+ .bp3-file-input input:disabled + .bp3-file-upload-input::after,
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+ background-color:rgba(206, 217, 224, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ outline:none; }
+ .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
+ background:rgba(206, 217, 224, 0.7); }
+ .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+ background:rgba(57, 75, 89, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+ background-color:rgba(57, 75, 89, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
+ .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
+ background:rgba(57, 75, 89, 0.7); }
+ .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+ color:#182026; }
+ .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+ color:#f5f8fa; }
+ .bp3-file-input.bp3-fill{
+ width:100%; }
+ .bp3-file-input.bp3-large,
+ .bp3-large .bp3-file-input{
+ height:40px; }
+ .bp3-file-input .bp3-file-upload-input-custom-text::after{
+ content:attr(bp3-button-text); }
+
+.bp3-file-upload-input{
+ -webkit-appearance:none;
+ -moz-appearance:none;
+ appearance:none;
+ background:#ffffff;
+ border:none;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ color:#182026;
+ font-size:14px;
+ font-weight:400;
+ height:30px;
+ line-height:30px;
+ outline:none;
+ padding:0 10px;
+ -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ vertical-align:middle;
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ color:rgba(92, 112, 128, 0.6);
+ left:0;
+ padding-right:80px;
+ position:absolute;
+ right:0;
+ top:0;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none; }
+ .bp3-file-upload-input::-webkit-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-file-upload-input::-moz-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-file-upload-input:-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-file-upload-input::-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-file-upload-input::placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
+ border-radius:30px;
+ -webkit-box-sizing:border-box;
+ box-sizing:border-box;
+ padding-left:10px; }
+ .bp3-file-upload-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+ .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
+ background:rgba(206, 217, 224, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ resize:none; }
+ .bp3-file-upload-input::after{
+ background-color:#f5f8fa;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ color:#182026;
+ min-height:24px;
+ min-width:24px;
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ border-radius:3px;
+ content:"Browse";
+ line-height:24px;
+ margin:3px;
+ position:absolute;
+ right:0;
+ text-align:center;
+ top:0;
+ width:70px; }
+ .bp3-file-upload-input::after:hover{
+ background-clip:padding-box;
+ background-color:#ebf1f5;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+ .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
+ background-color:#d8e1e8;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
+ background-color:rgba(206, 217, 224, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ outline:none; }
+ .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
+ background:rgba(206, 217, 224, 0.7); }
+ .bp3-file-upload-input:hover::after{
+ background-clip:padding-box;
+ background-color:#ebf1f5;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+ .bp3-file-upload-input:active::after{
+ background-color:#d8e1e8;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-large .bp3-file-upload-input{
+ font-size:16px;
+ height:40px;
+ line-height:40px;
+ padding-right:95px; }
+ .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
+ padding:0 15px; }
+ .bp3-large .bp3-file-upload-input::after{
+ min-height:30px;
+ min-width:30px;
+ line-height:30px;
+ margin:5px;
+ width:85px; }
+ .bp3-dark .bp3-file-upload-input{
+ background:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input::-moz-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input::placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input:focus{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-file-upload-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
+ background:rgba(57, 75, 89, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input::after{
+ background-color:#394b59;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-file-upload-input::after:hover{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+ background-color:#202b33;
+ background-image:none;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
+ background-color:rgba(57, 75, 89, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
+ background:rgba(57, 75, 89, 0.7); }
+ .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
+ background:rgba(16, 22, 26, 0.5);
+ stroke:#8a9ba8; }
+ .bp3-dark .bp3-file-upload-input:hover::after{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-file-upload-input:active::after{
+ background-color:#202b33;
+ background-image:none;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+.bp3-file-upload-input::after{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+.bp3-form-group{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ margin:0 0 15px; }
+ .bp3-form-group label.bp3-label{
+ margin-bottom:5px; }
+ .bp3-form-group .bp3-control{
+ margin-top:7px; }
+ .bp3-form-group .bp3-form-helper-text{
+ color:#5c7080;
+ font-size:12px;
+ margin-top:5px; }
+ .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+ color:#106ba3; }
+ .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+ color:#0d8050; }
+ .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+ color:#bf7326; }
+ .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+ color:#c23030; }
+ .bp3-form-group.bp3-inline{
+ -webkit-box-align:start;
+ -ms-flex-align:start;
+ align-items:flex-start;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row; }
+ .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
+ line-height:40px;
+ margin:0 10px 0 0; }
+ .bp3-form-group.bp3-inline label.bp3-label{
+ line-height:30px;
+ margin:0 10px 0 0; }
+ .bp3-form-group.bp3-disabled .bp3-label,
+ .bp3-form-group.bp3-disabled .bp3-text-muted,
+ .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+ color:rgba(92, 112, 128, 0.6) !important; }
+ .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+ color:#48aff0; }
+ .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+ color:#3dcc91; }
+ .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+ color:#ffb366; }
+ .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+ color:#ff7373; }
+ .bp3-dark .bp3-form-group .bp3-form-helper-text{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
+ .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
+ .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+ color:rgba(167, 182, 194, 0.6) !important; }
+.bp3-input-group{
+ display:block;
+ position:relative; }
+ .bp3-input-group .bp3-input{
+ position:relative;
+ width:100%; }
+ .bp3-input-group .bp3-input:not(:first-child){
+ padding-left:30px; }
+ .bp3-input-group .bp3-input:not(:last-child){
+ padding-right:30px; }
+ .bp3-input-group .bp3-input-action,
+ .bp3-input-group > .bp3-input-left-container,
+ .bp3-input-group > .bp3-button,
+ .bp3-input-group > .bp3-icon{
+ position:absolute;
+ top:0; }
+ .bp3-input-group .bp3-input-action:first-child,
+ .bp3-input-group > .bp3-input-left-container:first-child,
+ .bp3-input-group > .bp3-button:first-child,
+ .bp3-input-group > .bp3-icon:first-child{
+ left:0; }
+ .bp3-input-group .bp3-input-action:last-child,
+ .bp3-input-group > .bp3-input-left-container:last-child,
+ .bp3-input-group > .bp3-button:last-child,
+ .bp3-input-group > .bp3-icon:last-child{
+ right:0; }
+ .bp3-input-group .bp3-button{
+ min-height:24px;
+ min-width:24px;
+ margin:3px;
+ padding:0 7px; }
+ .bp3-input-group .bp3-button:empty{
+ padding:0; }
+ .bp3-input-group > .bp3-input-left-container,
+ .bp3-input-group > .bp3-icon{
+ z-index:1; }
+ .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+ .bp3-input-group > .bp3-icon{
+ color:#5c7080; }
+ .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
+ .bp3-input-group > .bp3-icon:empty{
+ font-family:"Icons16", sans-serif;
+ font-size:16px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased; }
+ .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+ .bp3-input-group > .bp3-icon,
+ .bp3-input-group .bp3-input-action > .bp3-spinner{
+ margin:7px; }
+ .bp3-input-group .bp3-tag{
+ margin:5px; }
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+ color:#5c7080; }
+ .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+ color:#a7b6c2; }
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
+ color:#5c7080; }
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
+ color:rgba(92, 112, 128, 0.6) !important; }
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
+ .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
+ color:rgba(92, 112, 128, 0.6) !important; }
+ .bp3-input-group.bp3-disabled{
+ cursor:not-allowed; }
+ .bp3-input-group.bp3-disabled .bp3-icon{
+ color:rgba(92, 112, 128, 0.6); }
+ .bp3-input-group.bp3-large .bp3-button{
+ min-height:30px;
+ min-width:30px;
+ margin:5px; }
+ .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
+ .bp3-input-group.bp3-large > .bp3-icon,
+ .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
+ margin:12px; }
+ .bp3-input-group.bp3-large .bp3-input{
+ font-size:16px;
+ height:40px;
+ line-height:40px; }
+ .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
+ padding:0 15px; }
+ .bp3-input-group.bp3-large .bp3-input:not(:first-child){
+ padding-left:40px; }
+ .bp3-input-group.bp3-large .bp3-input:not(:last-child){
+ padding-right:40px; }
+ .bp3-input-group.bp3-small .bp3-button{
+ min-height:20px;
+ min-width:20px;
+ margin:2px; }
+ .bp3-input-group.bp3-small .bp3-tag{
+ min-height:20px;
+ min-width:20px;
+ margin:2px; }
+ .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
+ .bp3-input-group.bp3-small > .bp3-icon,
+ .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
+ margin:4px; }
+ .bp3-input-group.bp3-small .bp3-input{
+ font-size:12px;
+ height:24px;
+ line-height:24px;
+ padding-left:8px;
+ padding-right:8px; }
+ .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
+ padding:0 12px; }
+ .bp3-input-group.bp3-small .bp3-input:not(:first-child){
+ padding-left:24px; }
+ .bp3-input-group.bp3-small .bp3-input:not(:last-child){
+ padding-right:24px; }
+ .bp3-input-group.bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ width:100%; }
+ .bp3-input-group.bp3-round .bp3-button,
+ .bp3-input-group.bp3-round .bp3-input,
+ .bp3-input-group.bp3-round .bp3-tag{
+ border-radius:30px; }
+ .bp3-dark .bp3-input-group .bp3-icon{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-input-group.bp3-intent-primary .bp3-input{
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-primary .bp3-input:focus{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+ box-shadow:inset 0 0 0 1px #137cbd; }
+ .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input-group.bp3-intent-primary > .bp3-icon{
+ color:#106ba3; }
+ .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
+ color:#48aff0; }
+ .bp3-input-group.bp3-intent-success .bp3-input{
+ -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-success .bp3-input:focus{
+ -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+ box-shadow:inset 0 0 0 1px #0f9960; }
+ .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input-group.bp3-intent-success > .bp3-icon{
+ color:#0d8050; }
+ .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
+ color:#3dcc91; }
+ .bp3-input-group.bp3-intent-warning .bp3-input{
+ -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-warning .bp3-input:focus{
+ -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+ box-shadow:inset 0 0 0 1px #d9822b; }
+ .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input-group.bp3-intent-warning > .bp3-icon{
+ color:#bf7326; }
+ .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
+ color:#ffb366; }
+ .bp3-input-group.bp3-intent-danger .bp3-input{
+ -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-danger .bp3-input:focus{
+ -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #db3737;
+ box-shadow:inset 0 0 0 1px #db3737; }
+ .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input-group.bp3-intent-danger > .bp3-icon{
+ color:#c23030; }
+ .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
+ color:#ff7373; }
+.bp3-input{
+ -webkit-appearance:none;
+ -moz-appearance:none;
+ appearance:none;
+ background:#ffffff;
+ border:none;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ color:#182026;
+ font-size:14px;
+ font-weight:400;
+ height:30px;
+ line-height:30px;
+ outline:none;
+ padding:0 10px;
+ -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ vertical-align:middle; }
+ .bp3-input::-webkit-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input::-moz-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input:-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input::-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input::placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input:focus, .bp3-input.bp3-active{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input[type="search"], .bp3-input.bp3-round{
+ border-radius:30px;
+ -webkit-box-sizing:border-box;
+ box-sizing:border-box;
+ padding-left:10px; }
+ .bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+ .bp3-input:disabled, .bp3-input.bp3-disabled{
+ background:rgba(206, 217, 224, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ resize:none; }
+ .bp3-input.bp3-large{
+ font-size:16px;
+ height:40px;
+ line-height:40px; }
+ .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
+ padding:0 15px; }
+ .bp3-input.bp3-small{
+ font-size:12px;
+ height:24px;
+ line-height:24px;
+ padding-left:8px;
+ padding-right:8px; }
+ .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
+ padding:0 12px; }
+ .bp3-input.bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ width:100%; }
+ .bp3-dark .bp3-input{
+ background:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-input::-webkit-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-input::-moz-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-input:-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-input::-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-input::placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-input:focus{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
+ background:rgba(57, 75, 89, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-input.bp3-intent-primary{
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-primary:focus{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-primary[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+ box-shadow:inset 0 0 0 1px #137cbd; }
+ .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-input.bp3-intent-primary{
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-primary:focus{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+ box-shadow:inset 0 0 0 1px #137cbd; }
+ .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input.bp3-intent-success{
+ -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-success:focus{
+ -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-success[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+ box-shadow:inset 0 0 0 1px #0f9960; }
+ .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-input.bp3-intent-success{
+ -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-success:focus{
+ -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-success[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+ box-shadow:inset 0 0 0 1px #0f9960; }
+ .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input.bp3-intent-warning{
+ -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-warning:focus{
+ -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-warning[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+ box-shadow:inset 0 0 0 1px #d9822b; }
+ .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-input.bp3-intent-warning{
+ -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-warning:focus{
+ -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+ box-shadow:inset 0 0 0 1px #d9822b; }
+ .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input.bp3-intent-danger{
+ -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-danger:focus{
+ -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-input.bp3-intent-danger[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #db3737;
+ box-shadow:inset 0 0 0 1px #db3737; }
+ .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-input.bp3-intent-danger{
+ -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-danger:focus{
+ -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px #db3737;
+ box-shadow:inset 0 0 0 1px #db3737; }
+ .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-input::-ms-clear{
+ display:none; }
+textarea.bp3-input{
+ max-width:100%;
+ padding:10px; }
+ textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
+ height:auto;
+ line-height:inherit; }
+ textarea.bp3-input.bp3-small{
+ padding:8px; }
+ .bp3-dark textarea.bp3-input{
+ background:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark textarea.bp3-input::-moz-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark textarea.bp3-input:-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark textarea.bp3-input::-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark textarea.bp3-input::placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark textarea.bp3-input:focus{
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark textarea.bp3-input[readonly]{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
+ background:rgba(57, 75, 89, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+label.bp3-label{
+ display:block;
+ margin-bottom:15px;
+ margin-top:0; }
+ label.bp3-label .bp3-html-select,
+ label.bp3-label .bp3-input,
+ label.bp3-label .bp3-select,
+ label.bp3-label .bp3-slider,
+ label.bp3-label .bp3-popover-wrapper{
+ display:block;
+ margin-top:5px;
+ text-transform:none; }
+ label.bp3-label .bp3-button-group{
+ margin-top:5px; }
+ label.bp3-label .bp3-select select,
+ label.bp3-label .bp3-html-select select{
+ font-weight:400;
+ vertical-align:top;
+ width:100%; }
+ label.bp3-label.bp3-disabled,
+ label.bp3-label.bp3-disabled .bp3-text-muted{
+ color:rgba(92, 112, 128, 0.6); }
+ label.bp3-label.bp3-inline{
+ line-height:30px; }
+ label.bp3-label.bp3-inline .bp3-html-select,
+ label.bp3-label.bp3-inline .bp3-input,
+ label.bp3-label.bp3-inline .bp3-input-group,
+ label.bp3-label.bp3-inline .bp3-select,
+ label.bp3-label.bp3-inline .bp3-popover-wrapper{
+ display:inline-block;
+ margin:0 0 0 5px;
+ vertical-align:top; }
+ label.bp3-label.bp3-inline .bp3-button-group{
+ margin:0 0 0 5px; }
+ label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
+ margin-left:0; }
+ label.bp3-label.bp3-inline.bp3-large{
+ line-height:40px; }
+ label.bp3-label:not(.bp3-inline) .bp3-popover-target{
+ display:block; }
+ .bp3-dark label.bp3-label{
+ color:#f5f8fa; }
+ .bp3-dark label.bp3-label.bp3-disabled,
+ .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
+ color:rgba(167, 182, 194, 0.6); }
+.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 14px;
+ flex:1 1 14px;
+ min-height:0;
+ padding:0;
+ width:30px; }
+ .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
+ border-radius:0 3px 0 0; }
+ .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
+ border-radius:0 0 3px 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
+ border-radius:3px 0 0 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
+ border-radius:0 0 0 3px; }
+
+.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
+ width:40px; }
+
+form{
+ display:block; }
+.bp3-html-select select,
+.bp3-select select{
+ display:-webkit-inline-box;
+ display:-ms-inline-flexbox;
+ display:inline-flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ border:none;
+ border-radius:3px;
+ cursor:pointer;
+ font-size:14px;
+ -webkit-box-pack:center;
+ -ms-flex-pack:center;
+ justify-content:center;
+ padding:5px 10px;
+ text-align:left;
+ vertical-align:middle;
+ background-color:#f5f8fa;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ color:#182026;
+ -moz-appearance:none;
+ -webkit-appearance:none;
+ border-radius:3px;
+ height:30px;
+ padding:0 25px 0 10px;
+ width:100%; }
+ .bp3-html-select select > *, .bp3-select select > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-html-select select::before,
+ .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
+ margin-right:7px; }
+ .bp3-html-select select:empty::before,
+ .bp3-select select:empty::before,
+ .bp3-html-select select > :last-child,
+ .bp3-select select > :last-child{
+ margin-right:0; }
+ .bp3-html-select select:hover,
+ .bp3-select select:hover{
+ background-clip:padding-box;
+ background-color:#ebf1f5;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+ .bp3-html-select select:active,
+ .bp3-select select:active, .bp3-html-select select.bp3-active,
+ .bp3-select select.bp3-active{
+ background-color:#d8e1e8;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-html-select select:disabled,
+ .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
+ .bp3-select select.bp3-disabled{
+ background-color:rgba(206, 217, 224, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ outline:none; }
+ .bp3-html-select select:disabled.bp3-active,
+ .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
+ .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
+ .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
+ .bp3-select select.bp3-disabled.bp3-active:hover{
+ background:rgba(206, 217, 224, 0.7); }
+
+.bp3-html-select.bp3-minimal select,
+.bp3-select.bp3-minimal select{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-html-select.bp3-minimal select:hover,
+ .bp3-select.bp3-minimal select:hover{
+ background:rgba(167, 182, 194, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026;
+ text-decoration:none; }
+ .bp3-html-select.bp3-minimal select:active,
+ .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-active{
+ background:rgba(115, 134, 148, 0.3);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#182026; }
+ .bp3-html-select.bp3-minimal select:disabled,
+ .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
+ .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
+ .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
+ .bp3-select.bp3-minimal select.bp3-disabled:hover{
+ background:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-html-select.bp3-minimal select:disabled.bp3-active,
+ .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
+ .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
+ background:rgba(115, 134, 148, 0.3); }
+ .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
+ .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:inherit; }
+ .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+ .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+ .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+ .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
+ background:rgba(138, 155, 168, 0.15); }
+ .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+ .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+ background:rgba(138, 155, 168, 0.3);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
+ .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
+ .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
+ background:none;
+ color:rgba(167, 182, 194, 0.6);
+ cursor:not-allowed; }
+ .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
+ background:rgba(138, 155, 168, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary,
+ .bp3-select.bp3-minimal select.bp3-intent-primary{
+ color:#106ba3; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+ .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#106ba3; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.15);
+ color:#106ba3; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+ .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#106ba3; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(16, 107, 163, 0.5); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+ stroke:#106ba3; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
+ color:#48aff0; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
+ background:rgba(19, 124, 189, 0.2);
+ color:#48aff0; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
+ background:rgba(19, 124, 189, 0.3);
+ color:#48aff0; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
+ background:none;
+ color:rgba(72, 175, 240, 0.5); }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
+ background:rgba(19, 124, 189, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success,
+ .bp3-select.bp3-minimal select.bp3-intent-success{
+ color:#0d8050; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+ .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#0d8050; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.15);
+ color:#0d8050; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+ .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#0d8050; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(13, 128, 80, 0.5); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+ stroke:#0d8050; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
+ color:#3dcc91; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
+ background:rgba(15, 153, 96, 0.2);
+ color:#3dcc91; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
+ background:rgba(15, 153, 96, 0.3);
+ color:#3dcc91; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
+ background:none;
+ color:rgba(61, 204, 145, 0.5); }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
+ background:rgba(15, 153, 96, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning,
+ .bp3-select.bp3-minimal select.bp3-intent-warning{
+ color:#bf7326; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+ .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#bf7326; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.15);
+ color:#bf7326; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+ .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#bf7326; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(191, 115, 38, 0.5); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+ stroke:#bf7326; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
+ color:#ffb366; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
+ background:rgba(217, 130, 43, 0.2);
+ color:#ffb366; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
+ background:rgba(217, 130, 43, 0.3);
+ color:#ffb366; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
+ background:none;
+ color:rgba(255, 179, 102, 0.5); }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
+ background:rgba(217, 130, 43, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger,
+ .bp3-select.bp3-minimal select.bp3-intent-danger{
+ color:#c23030; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+ .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+ background:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#c23030; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+ .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.15);
+ color:#c23030; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+ .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#c23030; }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
+ .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(194, 48, 48, 0.5); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
+ .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+ .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+ stroke:#c23030; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
+ color:#ff7373; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
+ background:rgba(219, 55, 55, 0.2);
+ color:#ff7373; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
+ background:rgba(219, 55, 55, 0.3);
+ color:#ff7373; }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
+ background:none;
+ color:rgba(255, 115, 115, 0.5); }
+ .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
+ .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
+ background:rgba(219, 55, 55, 0.3); }
+
+.bp3-html-select.bp3-large select,
+.bp3-select.bp3-large select{
+ font-size:16px;
+ height:40px;
+ padding-right:35px; }
+
+.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
+ background-color:#394b59;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+ background-color:#202b33;
+ background-image:none;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
+ background-color:rgba(57, 75, 89, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
+ background:rgba(57, 75, 89, 0.7); }
+ .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
+ background:rgba(16, 22, 26, 0.5);
+ stroke:#8a9ba8; }
+
+.bp3-html-select select:disabled,
+.bp3-select select:disabled{
+ background-color:rgba(206, 217, 224, 0.5);
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+
+.bp3-html-select .bp3-icon,
+.bp3-select .bp3-icon, .bp3-select::after{
+ color:#5c7080;
+ pointer-events:none;
+ position:absolute;
+ right:7px;
+ top:7px; }
+ .bp3-html-select .bp3-disabled.bp3-icon,
+ .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
+ color:rgba(92, 112, 128, 0.6); }
+.bp3-html-select,
+.bp3-select{
+ display:inline-block;
+ letter-spacing:normal;
+ position:relative;
+ vertical-align:middle; }
+ .bp3-html-select select::-ms-expand,
+ .bp3-select select::-ms-expand{
+ display:none; }
+ .bp3-html-select .bp3-icon,
+ .bp3-select .bp3-icon{
+ color:#5c7080; }
+ .bp3-html-select .bp3-icon:hover,
+ .bp3-select .bp3-icon:hover{
+ color:#182026; }
+ .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
+ .bp3-select .bp3-icon{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
+ .bp3-select .bp3-icon:hover{
+ color:#f5f8fa; }
+ .bp3-html-select.bp3-large::after,
+ .bp3-html-select.bp3-large .bp3-icon,
+ .bp3-select.bp3-large::after,
+ .bp3-select.bp3-large .bp3-icon{
+ right:12px;
+ top:12px; }
+ .bp3-html-select.bp3-fill,
+ .bp3-html-select.bp3-fill select,
+ .bp3-select.bp3-fill,
+ .bp3-select.bp3-fill select{
+ width:100%; }
+ .bp3-dark .bp3-html-select option, .bp3-dark
+ .bp3-select option{
+ background-color:#30404d;
+ color:#f5f8fa; }
+ .bp3-dark .bp3-html-select option:disabled, .bp3-dark
+ .bp3-select option:disabled{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-html-select::after, .bp3-dark
+ .bp3-select::after{
+ color:#a7b6c2; }
+
+.bp3-select::after{
+ font-family:"Icons16", sans-serif;
+ font-size:16px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ content:""; }
+.bp3-running-text table, table.bp3-html-table{
+ border-spacing:0;
+ font-size:14px; }
+ .bp3-running-text table th, table.bp3-html-table th,
+ .bp3-running-text table td,
+ table.bp3-html-table td{
+ padding:11px;
+ text-align:left;
+ vertical-align:top; }
+ .bp3-running-text table th, table.bp3-html-table th{
+ color:#182026;
+ font-weight:600; }
+
+ .bp3-running-text table td,
+ table.bp3-html-table td{
+ color:#182026; }
+ .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
+ .bp3-running-text table tbody tr:first-child td,
+ table.bp3-html-table tbody tr:first-child td{
+ -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+ .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
+ .bp3-dark .bp3-running-text table tbody tr:first-child td,
+ .bp3-running-text .bp3-dark table tbody tr:first-child td,
+ .bp3-dark table.bp3-html-table tbody tr:first-child td{
+ -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+ box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+
+table.bp3-html-table.bp3-html-table-condensed th,
+table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
+table.bp3-html-table.bp3-small td{
+ padding-bottom:6px;
+ padding-top:6px; }
+
+table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+ background:rgba(191, 204, 214, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+ -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered tbody tr td{
+ -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+ table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child){
+ -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
+ -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-interactive tbody tr:hover td{
+ background-color:rgba(191, 204, 214, 0.3);
+ cursor:pointer; }
+
+table.bp3-html-table.bp3-interactive tbody tr:active td{
+ background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-dark table.bp3-html-table{ }
+ .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+ background:rgba(92, 112, 128, 0.15); }
+ .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+ -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+ box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+ .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td{
+ -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+ box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+ .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child){
+ -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
+ box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
+ .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+ -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+ box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+ .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
+ background-color:rgba(92, 112, 128, 0.3);
+ cursor:pointer; }
+ .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
+ background-color:rgba(92, 112, 128, 0.4); }
+
+.bp3-key-combo{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center; }
+ .bp3-key-combo > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-key-combo > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-key-combo::before,
+ .bp3-key-combo > *{
+ margin-right:5px; }
+ .bp3-key-combo:empty::before,
+ .bp3-key-combo > :last-child{
+ margin-right:0; }
+
+.bp3-hotkey-dialog{
+ padding-bottom:0;
+ top:40px; }
+ .bp3-hotkey-dialog .bp3-dialog-body{
+ margin:0;
+ padding:0; }
+ .bp3-hotkey-dialog .bp3-hotkey-label{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1; }
+
+.bp3-hotkey-column{
+ margin:auto;
+ max-height:80vh;
+ overflow-y:auto;
+ padding:30px; }
+ .bp3-hotkey-column .bp3-heading{
+ margin-bottom:20px; }
+ .bp3-hotkey-column .bp3-heading:not(:first-child){
+ margin-top:40px; }
+
+.bp3-hotkey{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-pack:justify;
+ -ms-flex-pack:justify;
+ justify-content:space-between;
+ margin-left:0;
+ margin-right:0; }
+ .bp3-hotkey:not(:last-child){
+ margin-bottom:10px; }
+.bp3-icon{
+ display:inline-block;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ vertical-align:text-bottom; }
+ .bp3-icon:not(:empty)::before{
+ content:"" !important;
+ content:unset !important; }
+ .bp3-icon > svg{
+ display:block; }
+ .bp3-icon > svg:not([fill]){
+ fill:currentColor; }
+
+.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
+ color:#106ba3; }
+ .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
+ color:#48aff0; }
+
+.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
+ color:#0d8050; }
+ .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
+ color:#3dcc91; }
+
+.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
+ color:#bf7326; }
+ .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
+ color:#ffb366; }
+
+.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
+ color:#c23030; }
+ .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
+ color:#ff7373; }
+
+span.bp3-icon-standard{
+ font-family:"Icons16", sans-serif;
+ font-size:16px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ display:inline-block; }
+
+span.bp3-icon-large{
+ font-family:"Icons20", sans-serif;
+ font-size:20px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ display:inline-block; }
+
+span.bp3-icon:empty{
+ font-family:"Icons20";
+ font-size:inherit;
+ font-style:normal;
+ font-weight:400;
+ line-height:1; }
+ span.bp3-icon:empty::before{
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased; }
+
+.bp3-icon-add::before{
+ content:""; }
+
+.bp3-icon-add-column-left::before{
+ content:""; }
+
+.bp3-icon-add-column-right::before{
+ content:""; }
+
+.bp3-icon-add-row-bottom::before{
+ content:""; }
+
+.bp3-icon-add-row-top::before{
+ content:""; }
+
+.bp3-icon-add-to-artifact::before{
+ content:""; }
+
+.bp3-icon-add-to-folder::before{
+ content:""; }
+
+.bp3-icon-airplane::before{
+ content:""; }
+
+.bp3-icon-align-center::before{
+ content:""; }
+
+.bp3-icon-align-justify::before{
+ content:""; }
+
+.bp3-icon-align-left::before{
+ content:""; }
+
+.bp3-icon-align-right::before{
+ content:""; }
+
+.bp3-icon-alignment-bottom::before{
+ content:""; }
+
+.bp3-icon-alignment-horizontal-center::before{
+ content:""; }
+
+.bp3-icon-alignment-left::before{
+ content:""; }
+
+.bp3-icon-alignment-right::before{
+ content:""; }
+
+.bp3-icon-alignment-top::before{
+ content:""; }
+
+.bp3-icon-alignment-vertical-center::before{
+ content:""; }
+
+.bp3-icon-annotation::before{
+ content:""; }
+
+.bp3-icon-application::before{
+ content:""; }
+
+.bp3-icon-applications::before{
+ content:""; }
+
+.bp3-icon-archive::before{
+ content:""; }
+
+.bp3-icon-arrow-bottom-left::before{
+ content:"↙"; }
+
+.bp3-icon-arrow-bottom-right::before{
+ content:"↘"; }
+
+.bp3-icon-arrow-down::before{
+ content:"↓"; }
+
+.bp3-icon-arrow-left::before{
+ content:"←"; }
+
+.bp3-icon-arrow-right::before{
+ content:"→"; }
+
+.bp3-icon-arrow-top-left::before{
+ content:"↖"; }
+
+.bp3-icon-arrow-top-right::before{
+ content:"↗"; }
+
+.bp3-icon-arrow-up::before{
+ content:"↑"; }
+
+.bp3-icon-arrows-horizontal::before{
+ content:"↔"; }
+
+.bp3-icon-arrows-vertical::before{
+ content:"↕"; }
+
+.bp3-icon-asterisk::before{
+ content:"*"; }
+
+.bp3-icon-automatic-updates::before{
+ content:""; }
+
+.bp3-icon-badge::before{
+ content:""; }
+
+.bp3-icon-ban-circle::before{
+ content:""; }
+
+.bp3-icon-bank-account::before{
+ content:""; }
+
+.bp3-icon-barcode::before{
+ content:""; }
+
+.bp3-icon-blank::before{
+ content:""; }
+
+.bp3-icon-blocked-person::before{
+ content:""; }
+
+.bp3-icon-bold::before{
+ content:""; }
+
+.bp3-icon-book::before{
+ content:""; }
+
+.bp3-icon-bookmark::before{
+ content:""; }
+
+.bp3-icon-box::before{
+ content:""; }
+
+.bp3-icon-briefcase::before{
+ content:""; }
+
+.bp3-icon-bring-data::before{
+ content:""; }
+
+.bp3-icon-build::before{
+ content:""; }
+
+.bp3-icon-calculator::before{
+ content:""; }
+
+.bp3-icon-calendar::before{
+ content:""; }
+
+.bp3-icon-camera::before{
+ content:""; }
+
+.bp3-icon-caret-down::before{
+ content:"⌄"; }
+
+.bp3-icon-caret-left::before{
+ content:"〈"; }
+
+.bp3-icon-caret-right::before{
+ content:"〉"; }
+
+.bp3-icon-caret-up::before{
+ content:"⌃"; }
+
+.bp3-icon-cell-tower::before{
+ content:""; }
+
+.bp3-icon-changes::before{
+ content:""; }
+
+.bp3-icon-chart::before{
+ content:""; }
+
+.bp3-icon-chat::before{
+ content:""; }
+
+.bp3-icon-chevron-backward::before{
+ content:""; }
+
+.bp3-icon-chevron-down::before{
+ content:""; }
+
+.bp3-icon-chevron-forward::before{
+ content:""; }
+
+.bp3-icon-chevron-left::before{
+ content:""; }
+
+.bp3-icon-chevron-right::before{
+ content:""; }
+
+.bp3-icon-chevron-up::before{
+ content:""; }
+
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+ content:""; }
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+ content:""; }
+
+.bp3-icon-square::before{
+ content:""; }
+
+.bp3-icon-stacked-chart::before{
+ content:""; }
+
+.bp3-icon-star::before{
+ content:"★"; }
+
+.bp3-icon-star-empty::before{
+ content:"☆"; }
+
+.bp3-icon-step-backward::before{
+ content:""; }
+
+.bp3-icon-step-chart::before{
+ content:""; }
+
+.bp3-icon-step-forward::before{
+ content:""; }
+
+.bp3-icon-stop::before{
+ content:""; }
+
+.bp3-icon-stopwatch::before{
+ content:""; }
+
+.bp3-icon-strikethrough::before{
+ content:""; }
+
+.bp3-icon-style::before{
+ content:""; }
+
+.bp3-icon-swap-horizontal::before{
+ content:""; }
+
+.bp3-icon-swap-vertical::before{
+ content:""; }
+
+.bp3-icon-symbol-circle::before{
+ content:""; }
+
+.bp3-icon-symbol-cross::before{
+ content:""; }
+
+.bp3-icon-symbol-diamond::before{
+ content:""; }
+
+.bp3-icon-symbol-square::before{
+ content:""; }
+
+.bp3-icon-symbol-triangle-down::before{
+ content:""; }
+
+.bp3-icon-symbol-triangle-up::before{
+ content:""; }
+
+.bp3-icon-tag::before{
+ content:""; }
+
+.bp3-icon-take-action::before{
+ content:""; }
+
+.bp3-icon-taxi::before{
+ content:""; }
+
+.bp3-icon-text-highlight::before{
+ content:""; }
+
+.bp3-icon-th::before{
+ content:""; }
+
+.bp3-icon-th-derived::before{
+ content:""; }
+
+.bp3-icon-th-disconnect::before{
+ content:""; }
+
+.bp3-icon-th-filtered::before{
+ content:""; }
+
+.bp3-icon-th-list::before{
+ content:""; }
+
+.bp3-icon-thumbs-down::before{
+ content:""; }
+
+.bp3-icon-thumbs-up::before{
+ content:""; }
+
+.bp3-icon-tick::before{
+ content:"✓"; }
+
+.bp3-icon-tick-circle::before{
+ content:""; }
+
+.bp3-icon-time::before{
+ content:"⏲"; }
+
+.bp3-icon-timeline-area-chart::before{
+ content:""; }
+
+.bp3-icon-timeline-bar-chart::before{
+ content:""; }
+
+.bp3-icon-timeline-events::before{
+ content:""; }
+
+.bp3-icon-timeline-line-chart::before{
+ content:""; }
+
+.bp3-icon-tint::before{
+ content:""; }
+
+.bp3-icon-torch::before{
+ content:""; }
+
+.bp3-icon-tractor::before{
+ content:""; }
+
+.bp3-icon-train::before{
+ content:""; }
+
+.bp3-icon-translate::before{
+ content:""; }
+
+.bp3-icon-trash::before{
+ content:""; }
+
+.bp3-icon-tree::before{
+ content:""; }
+
+.bp3-icon-trending-down::before{
+ content:""; }
+
+.bp3-icon-trending-up::before{
+ content:""; }
+
+.bp3-icon-truck::before{
+ content:""; }
+
+.bp3-icon-two-columns::before{
+ content:""; }
+
+.bp3-icon-unarchive::before{
+ content:""; }
+
+.bp3-icon-underline::before{
+ content:"⎁"; }
+
+.bp3-icon-undo::before{
+ content:"⎌"; }
+
+.bp3-icon-ungroup-objects::before{
+ content:""; }
+
+.bp3-icon-unknown-vehicle::before{
+ content:""; }
+
+.bp3-icon-unlock::before{
+ content:""; }
+
+.bp3-icon-unpin::before{
+ content:""; }
+
+.bp3-icon-unresolve::before{
+ content:""; }
+
+.bp3-icon-updated::before{
+ content:""; }
+
+.bp3-icon-upload::before{
+ content:""; }
+
+.bp3-icon-user::before{
+ content:""; }
+
+.bp3-icon-variable::before{
+ content:""; }
+
+.bp3-icon-vertical-bar-chart-asc::before{
+ content:""; }
+
+.bp3-icon-vertical-bar-chart-desc::before{
+ content:""; }
+
+.bp3-icon-vertical-distribution::before{
+ content:""; }
+
+.bp3-icon-video::before{
+ content:""; }
+
+.bp3-icon-volume-down::before{
+ content:""; }
+
+.bp3-icon-volume-off::before{
+ content:""; }
+
+.bp3-icon-volume-up::before{
+ content:""; }
+
+.bp3-icon-walk::before{
+ content:""; }
+
+.bp3-icon-warning-sign::before{
+ content:""; }
+
+.bp3-icon-waterfall-chart::before{
+ content:""; }
+
+.bp3-icon-widget::before{
+ content:""; }
+
+.bp3-icon-widget-button::before{
+ content:""; }
+
+.bp3-icon-widget-footer::before{
+ content:""; }
+
+.bp3-icon-widget-header::before{
+ content:""; }
+
+.bp3-icon-wrench::before{
+ content:""; }
+
+.bp3-icon-zoom-in::before{
+ content:""; }
+
+.bp3-icon-zoom-out::before{
+ content:""; }
+
+.bp3-icon-zoom-to-fit::before{
+ content:""; }
+.bp3-submenu > .bp3-popover-wrapper{
+ display:block; }
+
+.bp3-submenu .bp3-popover-target{
+ display:block; }
+ .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }
+
+.bp3-submenu.bp3-popover{
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ padding:0 5px; }
+ .bp3-submenu.bp3-popover > .bp3-popover-content{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+.bp3-menu{
+ background:#ffffff;
+ border-radius:3px;
+ color:#182026;
+ list-style:none;
+ margin:0;
+ min-width:180px;
+ padding:5px;
+ text-align:left; }
+
+.bp3-menu-divider{
+ border-top:1px solid rgba(16, 22, 26, 0.15);
+ display:block;
+ margin:5px; }
+ .bp3-dark .bp3-menu-divider{
+ border-top-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-menu-item{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:start;
+ -ms-flex-align:start;
+ align-items:flex-start;
+ border-radius:2px;
+ color:inherit;
+ line-height:20px;
+ padding:5px 7px;
+ text-decoration:none;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none; }
+ .bp3-menu-item > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-menu-item > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-menu-item::before,
+ .bp3-menu-item > *{
+ margin-right:7px; }
+ .bp3-menu-item:empty::before,
+ .bp3-menu-item > :last-child{
+ margin-right:0; }
+ .bp3-menu-item > .bp3-fill{
+ word-break:break-word; }
+ .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+ background-color:rgba(167, 182, 194, 0.3);
+ cursor:pointer;
+ text-decoration:none; }
+ .bp3-menu-item.bp3-disabled{
+ background-color:inherit;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-dark .bp3-menu-item{
+ color:inherit; }
+ .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+ background-color:rgba(138, 155, 168, 0.15);
+ color:inherit; }
+ .bp3-dark .bp3-menu-item.bp3-disabled{
+ background-color:inherit;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-menu-item.bp3-intent-primary{
+ color:#106ba3; }
+ .bp3-menu-item.bp3-intent-primary .bp3-icon{
+ color:inherit; }
+ .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
+ .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+ color:#106ba3; }
+ .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
+ background-color:#137cbd; }
+ .bp3-menu-item.bp3-intent-primary:active{
+ background-color:#106ba3; }
+ .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+ .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+ .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
+ .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+ .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-menu-item.bp3-intent-success{
+ color:#0d8050; }
+ .bp3-menu-item.bp3-intent-success .bp3-icon{
+ color:inherit; }
+ .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
+ .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+ color:#0d8050; }
+ .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
+ background-color:#0f9960; }
+ .bp3-menu-item.bp3-intent-success:active{
+ background-color:#0d8050; }
+ .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+ .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+ .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
+ .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
+ .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-menu-item.bp3-intent-warning{
+ color:#bf7326; }
+ .bp3-menu-item.bp3-intent-warning .bp3-icon{
+ color:inherit; }
+ .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
+ .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+ color:#bf7326; }
+ .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
+ background-color:#d9822b; }
+ .bp3-menu-item.bp3-intent-warning:active{
+ background-color:#bf7326; }
+ .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+ .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+ .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
+ .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+ .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-menu-item.bp3-intent-danger{
+ color:#c23030; }
+ .bp3-menu-item.bp3-intent-danger .bp3-icon{
+ color:inherit; }
+ .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
+ .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+ color:#c23030; }
+ .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
+ background-color:#db3737; }
+ .bp3-menu-item.bp3-intent-danger:active{
+ background-color:#c23030; }
+ .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+ .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+ .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
+ .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+ .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-menu-item::before{
+ font-family:"Icons16", sans-serif;
+ font-size:16px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ margin-right:7px; }
+ .bp3-menu-item::before,
+ .bp3-menu-item > .bp3-icon{
+ color:#5c7080;
+ margin-top:2px; }
+ .bp3-menu-item .bp3-menu-item-label{
+ color:#5c7080; }
+ .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+ color:inherit; }
+ .bp3-menu-item.bp3-active, .bp3-menu-item:active{
+ background-color:rgba(115, 134, 148, 0.3); }
+ .bp3-menu-item.bp3-disabled{
+ background-color:inherit !important;
+ color:rgba(92, 112, 128, 0.6) !important;
+ cursor:not-allowed !important;
+ outline:none !important; }
+ .bp3-menu-item.bp3-disabled::before,
+ .bp3-menu-item.bp3-disabled > .bp3-icon,
+ .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+ color:rgba(92, 112, 128, 0.6) !important; }
+ .bp3-large .bp3-menu-item{
+ font-size:16px;
+ line-height:22px;
+ padding:9px 7px; }
+ .bp3-large .bp3-menu-item .bp3-icon{
+ margin-top:3px; }
+ .bp3-large .bp3-menu-item::before{
+ font-family:"Icons20", sans-serif;
+ font-size:20px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ margin-right:10px;
+ margin-top:1px; }
+
+button.bp3-menu-item{
+ background:none;
+ border:none;
+ text-align:left;
+ width:100%; }
+.bp3-menu-header{
+ border-top:1px solid rgba(16, 22, 26, 0.15);
+ display:block;
+ margin:5px;
+ cursor:default;
+ padding-left:2px; }
+ .bp3-dark .bp3-menu-header{
+ border-top-color:rgba(255, 255, 255, 0.15); }
+ .bp3-menu-header:first-of-type{
+ border-top:none; }
+ .bp3-menu-header > h6{
+ color:#182026;
+ font-weight:600;
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ line-height:17px;
+ margin:0;
+ padding:10px 7px 0 1px; }
+ .bp3-dark .bp3-menu-header > h6{
+ color:#f5f8fa; }
+ .bp3-menu-header:first-of-type > h6{
+ padding-top:0; }
+ .bp3-large .bp3-menu-header > h6{
+ font-size:18px;
+ padding-bottom:5px;
+ padding-top:15px; }
+ .bp3-large .bp3-menu-header:first-of-type > h6{
+ padding-top:0; }
+
+.bp3-dark .bp3-menu{
+ background:#30404d;
+ color:#f5f8fa; }
+
+.bp3-dark .bp3-menu-item{ }
+ .bp3-dark .bp3-menu-item.bp3-intent-primary{
+ color:#48aff0; }
+ .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
+ color:inherit; }
+ .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+ color:#48aff0; }
+ .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
+ background-color:#137cbd; }
+ .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
+ background-color:#106ba3; }
+ .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+ .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
+ .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-dark .bp3-menu-item.bp3-intent-success{
+ color:#3dcc91; }
+ .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
+ color:inherit; }
+ .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+ color:#3dcc91; }
+ .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
+ background-color:#0f9960; }
+ .bp3-dark .bp3-menu-item.bp3-intent-success:active{
+ background-color:#0d8050; }
+ .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+ .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
+ .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-dark .bp3-menu-item.bp3-intent-warning{
+ color:#ffb366; }
+ .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
+ color:inherit; }
+ .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+ color:#ffb366; }
+ .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
+ background-color:#d9822b; }
+ .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
+ background-color:#bf7326; }
+ .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+ .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
+ .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-dark .bp3-menu-item.bp3-intent-danger{
+ color:#ff7373; }
+ .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
+ color:inherit; }
+ .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+ color:#ff7373; }
+ .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
+ background-color:#db3737; }
+ .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
+ background-color:#c23030; }
+ .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+ .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
+ .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+ .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+ color:#ffffff; }
+ .bp3-dark .bp3-menu-item::before,
+ .bp3-dark .bp3-menu-item > .bp3-icon{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-menu-item .bp3-menu-item-label{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
+ background-color:rgba(138, 155, 168, 0.3); }
+ .bp3-dark .bp3-menu-item.bp3-disabled{
+ color:rgba(167, 182, 194, 0.6) !important; }
+ .bp3-dark .bp3-menu-item.bp3-disabled::before,
+ .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
+ .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+ color:rgba(167, 182, 194, 0.6) !important; }
+
+.bp3-dark .bp3-menu-divider,
+.bp3-dark .bp3-menu-header{
+ border-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-dark .bp3-menu-header > h6{
+ color:#f5f8fa; }
+
+.bp3-label .bp3-menu{
+ margin-top:5px; }
+.bp3-navbar{
+ background-color:#ffffff;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+ height:50px;
+ padding:0 15px;
+ position:relative;
+ width:100%;
+ z-index:10; }
+ .bp3-navbar.bp3-dark,
+ .bp3-dark .bp3-navbar{
+ background-color:#394b59; }
+ .bp3-navbar.bp3-dark{
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-navbar{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-navbar.bp3-fixed-top{
+ left:0;
+ position:fixed;
+ right:0;
+ top:0; }
+
+.bp3-navbar-heading{
+ font-size:16px;
+ margin-right:15px; }
+
+.bp3-navbar-group{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ height:50px; }
+ .bp3-navbar-group.bp3-align-left{
+ float:left; }
+ .bp3-navbar-group.bp3-align-right{
+ float:right; }
+
+.bp3-navbar-divider{
+ border-left:1px solid rgba(16, 22, 26, 0.15);
+ height:20px;
+ margin:0 10px; }
+ .bp3-dark .bp3-navbar-divider{
+ border-left-color:rgba(255, 255, 255, 0.15); }
+.bp3-non-ideal-state{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ height:100%;
+ -webkit-box-pack:center;
+ -ms-flex-pack:center;
+ justify-content:center;
+ text-align:center;
+ width:100%; }
+ .bp3-non-ideal-state > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-non-ideal-state > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-non-ideal-state::before,
+ .bp3-non-ideal-state > *{
+ margin-bottom:20px; }
+ .bp3-non-ideal-state:empty::before,
+ .bp3-non-ideal-state > :last-child{
+ margin-bottom:0; }
+ .bp3-non-ideal-state > *{
+ max-width:400px; }
+
+.bp3-non-ideal-state-visual{
+ color:rgba(92, 112, 128, 0.6);
+ font-size:60px; }
+ .bp3-dark .bp3-non-ideal-state-visual{
+ color:rgba(167, 182, 194, 0.6); }
+
+.bp3-overflow-list{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -ms-flex-wrap:nowrap;
+ flex-wrap:nowrap;
+ min-width:0; }
+
+.bp3-overflow-list-spacer{
+ -ms-flex-negative:1;
+ flex-shrink:1;
+ width:1px; }
+
+body.bp3-overlay-open{
+ overflow:hidden; }
+
+.bp3-overlay{
+ bottom:0;
+ left:0;
+ position:static;
+ right:0;
+ top:0;
+ z-index:20; }
+ .bp3-overlay:not(.bp3-overlay-open){
+ pointer-events:none; }
+ .bp3-overlay.bp3-overlay-container{
+ overflow:hidden;
+ position:fixed; }
+ .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
+ position:absolute; }
+ .bp3-overlay.bp3-overlay-scroll-container{
+ overflow:auto;
+ position:fixed; }
+ .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
+ position:absolute; }
+ .bp3-overlay.bp3-overlay-inline{
+ display:inline;
+ overflow:visible; }
+
+.bp3-overlay-content{
+ position:fixed;
+ z-index:20; }
+ .bp3-overlay-inline .bp3-overlay-content,
+ .bp3-overlay-scroll-container .bp3-overlay-content{
+ position:absolute; }
+
+.bp3-overlay-backdrop{
+ bottom:0;
+ left:0;
+ position:fixed;
+ right:0;
+ top:0;
+ opacity:1;
+ background-color:rgba(16, 22, 26, 0.7);
+ overflow:auto;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none;
+ z-index:20; }
+ .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
+ opacity:0; }
+ .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
+ opacity:1;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:opacity;
+ transition-property:opacity;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-overlay-backdrop.bp3-overlay-exit{
+ opacity:1; }
+ .bp3-overlay-backdrop.bp3-overlay-exit-active{
+ opacity:0;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:opacity;
+ transition-property:opacity;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-overlay-backdrop:focus{
+ outline:none; }
+ .bp3-overlay-inline .bp3-overlay-backdrop{
+ position:absolute; }
+.bp3-panel-stack{
+ overflow:hidden;
+ position:relative; }
+
+.bp3-panel-stack-header{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+ box-shadow:0 1px rgba(16, 22, 26, 0.15);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -ms-flex-negative:0;
+ flex-shrink:0;
+ height:30px;
+ z-index:1; }
+ .bp3-dark .bp3-panel-stack-header{
+ -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+ box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+ .bp3-panel-stack-header > span{
+ -webkit-box-align:stretch;
+ -ms-flex-align:stretch;
+ align-items:stretch;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-flex:1;
+ -ms-flex:1;
+ flex:1; }
+ .bp3-panel-stack-header .bp3-heading{
+ margin:0 5px; }
+
+.bp3-button.bp3-panel-stack-header-back{
+ margin-left:5px;
+ padding-left:0;
+ white-space:nowrap; }
+ .bp3-button.bp3-panel-stack-header-back .bp3-icon{
+ margin:0 2px; }
+
+.bp3-panel-stack-view{
+ bottom:0;
+ left:0;
+ position:absolute;
+ right:0;
+ top:0;
+ background-color:#ffffff;
+ border-right:1px solid rgba(16, 22, 26, 0.15);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ margin-right:-1px;
+ overflow-y:auto;
+ z-index:1; }
+ .bp3-dark .bp3-panel-stack-view{
+ background-color:#30404d; }
+ .bp3-panel-stack-view:nth-last-child(n + 4){
+ display:none; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
+ -webkit-transform:translateX(100%);
+ transform:translateX(100%);
+ opacity:0; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
+ -webkit-transform:translate(0%);
+ transform:translate(0%);
+ opacity:1;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:400ms;
+ transition-duration:400ms;
+ -webkit-transition-property:opacity, -webkit-transform;
+ transition-property:opacity, -webkit-transform;
+ transition-property:transform, opacity;
+ transition-property:transform, opacity, -webkit-transform;
+ -webkit-transition-timing-function:ease;
+ transition-timing-function:ease; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit{
+ -webkit-transform:translate(0%);
+ transform:translate(0%);
+ opacity:1; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit-active{
+ -webkit-transform:translateX(-50%);
+ transform:translateX(-50%);
+ opacity:0;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:400ms;
+ transition-duration:400ms;
+ -webkit-transition-property:opacity, -webkit-transform;
+ transition-property:opacity, -webkit-transform;
+ transition-property:transform, opacity;
+ transition-property:transform, opacity, -webkit-transform;
+ -webkit-transition-timing-function:ease;
+ transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
+ -webkit-transform:translateX(-50%);
+ transform:translateX(-50%);
+ opacity:0; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
+ -webkit-transform:translate(0%);
+ transform:translate(0%);
+ opacity:1;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:400ms;
+ transition-duration:400ms;
+ -webkit-transition-property:opacity, -webkit-transform;
+ transition-property:opacity, -webkit-transform;
+ transition-property:transform, opacity;
+ transition-property:transform, opacity, -webkit-transform;
+ -webkit-transition-timing-function:ease;
+ transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit{
+ -webkit-transform:translate(0%);
+ transform:translate(0%);
+ opacity:1; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
+ -webkit-transform:translateX(100%);
+ transform:translateX(100%);
+ opacity:0;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:400ms;
+ transition-duration:400ms;
+ -webkit-transition-property:opacity, -webkit-transform;
+ transition-property:opacity, -webkit-transform;
+ transition-property:transform, opacity;
+ transition-property:transform, opacity, -webkit-transform;
+ -webkit-transition-timing-function:ease;
+ transition-timing-function:ease; }
+.bp3-popover{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ border-radius:3px;
+ display:inline-block;
+ z-index:20; }
+ .bp3-popover .bp3-popover-arrow{
+ height:30px;
+ position:absolute;
+ width:30px; }
+ .bp3-popover .bp3-popover-arrow::before{
+ height:20px;
+ margin:5px;
+ width:20px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
+ margin-bottom:17px;
+ margin-top:-17px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+ bottom:-11px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(-90deg);
+ transform:rotate(-90deg); }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
+ margin-left:17px; }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+ left:-11px; }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(0);
+ transform:rotate(0); }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
+ margin-top:17px; }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+ top:-11px; }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(90deg);
+ transform:rotate(90deg); }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
+ margin-left:-17px;
+ margin-right:17px; }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+ right:-11px; }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(180deg);
+ transform:rotate(180deg); }
+ .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
+ top:50%;
+ -webkit-transform:translateY(-50%);
+ transform:translateY(-50%); }
+ .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
+ right:50%;
+ -webkit-transform:translateX(50%);
+ transform:translateX(50%); }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+ top:-0.3934px; }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+ right:-0.3934px; }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+ left:-0.3934px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+ bottom:-0.3934px; }
+ .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
+ -webkit-transform-origin:top left;
+ transform-origin:top left; }
+ .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
+ -webkit-transform-origin:top center;
+ transform-origin:top center; }
+ .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
+ -webkit-transform-origin:top right;
+ transform-origin:top right; }
+ .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
+ -webkit-transform-origin:center left;
+ transform-origin:center left; }
+ .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
+ -webkit-transform-origin:center center;
+ transform-origin:center center; }
+ .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
+ -webkit-transform-origin:center right;
+ transform-origin:center right; }
+ .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
+ -webkit-transform-origin:bottom left;
+ transform-origin:bottom left; }
+ .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
+ -webkit-transform-origin:bottom center;
+ transform-origin:bottom center; }
+ .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
+ -webkit-transform-origin:bottom right;
+ transform-origin:bottom right; }
+ .bp3-popover .bp3-popover-content{
+ background:#ffffff;
+ color:inherit; }
+ .bp3-popover .bp3-popover-arrow::before{
+ -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+ .bp3-popover .bp3-popover-arrow-border{
+ fill:#10161a;
+ fill-opacity:0.1; }
+ .bp3-popover .bp3-popover-arrow-fill{
+ fill:#ffffff; }
+ .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
+ -webkit-transform:scale(0.3);
+ transform:scale(0.3); }
+ .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+ transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+ .bp3-popover-exit > .bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-popover-exit-active > .bp3-popover{
+ -webkit-transform:scale(0.3);
+ transform:scale(0.3);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+ transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+ .bp3-popover .bp3-popover-content{
+ border-radius:3px;
+ position:relative; }
+ .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
+ max-width:350px;
+ padding:20px; }
+ .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
+ width:350px; }
+ .bp3-popover.bp3-minimal{
+ margin:0 !important; }
+ .bp3-popover.bp3-minimal .bp3-popover-arrow{
+ display:none; }
+ .bp3-popover.bp3-minimal.bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-popover.bp3-dark,
+ .bp3-dark .bp3-popover{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+ .bp3-popover.bp3-dark .bp3-popover-content,
+ .bp3-dark .bp3-popover .bp3-popover-content{
+ background:#30404d;
+ color:inherit; }
+ .bp3-popover.bp3-dark .bp3-popover-arrow::before,
+ .bp3-dark .bp3-popover .bp3-popover-arrow::before{
+ -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+ .bp3-popover.bp3-dark .bp3-popover-arrow-border,
+ .bp3-dark .bp3-popover .bp3-popover-arrow-border{
+ fill:#10161a;
+ fill-opacity:0.2; }
+ .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
+ .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
+ fill:#30404d; }
+
+.bp3-popover-arrow::before{
+ border-radius:2px;
+ content:"";
+ display:block;
+ position:absolute;
+ -webkit-transform:rotate(45deg);
+ transform:rotate(45deg); }
+
+.bp3-tether-pinned .bp3-popover-arrow{
+ display:none; }
+
+.bp3-popover-backdrop{
+ background:rgba(255, 255, 255, 0); }
+
+.bp3-transition-container{
+ opacity:1;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ z-index:20; }
+ .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
+ opacity:0; }
+ .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
+ opacity:1;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:opacity;
+ transition-property:opacity;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-transition-container.bp3-popover-exit{
+ opacity:1; }
+ .bp3-transition-container.bp3-popover-exit-active{
+ opacity:0;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:opacity;
+ transition-property:opacity;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-transition-container:focus{
+ outline:none; }
+ .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
+ pointer-events:none; }
+ .bp3-transition-container[data-x-out-of-boundaries]{
+ display:none; }
+
+span.bp3-popover-target{
+ display:inline-block; }
+
+.bp3-popover-wrapper.bp3-fill{
+ width:100%; }
+
+.bp3-portal{
+ left:0;
+ position:absolute;
+ right:0;
+ top:0; }
+@-webkit-keyframes linear-progress-bar-stripes{
+ from{
+ background-position:0 0; }
+ to{
+ background-position:30px 0; } }
+@keyframes linear-progress-bar-stripes{
+ from{
+ background-position:0 0; }
+ to{
+ background-position:30px 0; } }
+
+.bp3-progress-bar{
+ background:rgba(92, 112, 128, 0.2);
+ border-radius:40px;
+ display:block;
+ height:8px;
+ overflow:hidden;
+ position:relative;
+ width:100%; }
+ .bp3-progress-bar .bp3-progress-meter{
+ background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
+ background-color:rgba(92, 112, 128, 0.8);
+ background-size:30px 30px;
+ border-radius:40px;
+ height:100%;
+ position:absolute;
+ -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ width:100%; }
+ .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
+ animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
+ .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
+ background-image:none; }
+
+.bp3-dark .bp3-progress-bar{
+ background:rgba(16, 22, 26, 0.5); }
+ .bp3-dark .bp3-progress-bar .bp3-progress-meter{
+ background-color:#8a9ba8; }
+
+.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
+ background-color:#137cbd; }
+
+.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
+ background-color:#0f9960; }
+
+.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
+ background-color:#d9822b; }
+
+.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
+ background-color:#db3737; }
+@-webkit-keyframes skeleton-glow{
+ from{
+ background:rgba(206, 217, 224, 0.2);
+ border-color:rgba(206, 217, 224, 0.2); }
+ to{
+ background:rgba(92, 112, 128, 0.2);
+ border-color:rgba(92, 112, 128, 0.2); } }
+@keyframes skeleton-glow{
+ from{
+ background:rgba(206, 217, 224, 0.2);
+ border-color:rgba(206, 217, 224, 0.2); }
+ to{
+ background:rgba(92, 112, 128, 0.2);
+ border-color:rgba(92, 112, 128, 0.2); } }
+.bp3-skeleton{
+ -webkit-animation:1000ms linear infinite alternate skeleton-glow;
+ animation:1000ms linear infinite alternate skeleton-glow;
+ background:rgba(206, 217, 224, 0.2);
+ background-clip:padding-box !important;
+ border-color:rgba(206, 217, 224, 0.2) !important;
+ border-radius:2px;
+ -webkit-box-shadow:none !important;
+ box-shadow:none !important;
+ color:transparent !important;
+ cursor:default;
+ pointer-events:none;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none; }
+ .bp3-skeleton::before, .bp3-skeleton::after,
+ .bp3-skeleton *{
+ visibility:hidden !important; }
+.bp3-slider{
+ height:40px;
+ min-width:150px;
+ width:100%;
+ cursor:default;
+ outline:none;
+ position:relative;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none; }
+ .bp3-slider:hover{
+ cursor:pointer; }
+ .bp3-slider:active{
+ cursor:-webkit-grabbing;
+ cursor:grabbing; }
+ .bp3-slider.bp3-disabled{
+ cursor:not-allowed;
+ opacity:0.5; }
+ .bp3-slider.bp3-slider-unlabeled{
+ height:16px; }
+
+.bp3-slider-track,
+.bp3-slider-progress{
+ height:6px;
+ left:0;
+ right:0;
+ top:5px;
+ position:absolute; }
+
+.bp3-slider-track{
+ border-radius:3px;
+ overflow:hidden; }
+
+.bp3-slider-progress{
+ background:rgba(92, 112, 128, 0.2); }
+ .bp3-dark .bp3-slider-progress{
+ background:rgba(16, 22, 26, 0.5); }
+ .bp3-slider-progress.bp3-intent-primary{
+ background-color:#137cbd; }
+ .bp3-slider-progress.bp3-intent-success{
+ background-color:#0f9960; }
+ .bp3-slider-progress.bp3-intent-warning{
+ background-color:#d9822b; }
+ .bp3-slider-progress.bp3-intent-danger{
+ background-color:#db3737; }
+
+.bp3-slider-handle{
+ background-color:#f5f8fa;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ color:#182026;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+ cursor:pointer;
+ height:16px;
+ left:0;
+ position:absolute;
+ top:0;
+ width:16px; }
+ .bp3-slider-handle:hover{
+ background-clip:padding-box;
+ background-color:#ebf1f5;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+ .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
+ background-color:#d8e1e8;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
+ background-color:rgba(206, 217, 224, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed;
+ outline:none; }
+ .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
+ background:rgba(206, 217, 224, 0.7); }
+ .bp3-slider-handle:focus{
+ z-index:1; }
+ .bp3-slider-handle:hover{
+ background-clip:padding-box;
+ background-color:#ebf1f5;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+ cursor:-webkit-grab;
+ cursor:grab;
+ z-index:2; }
+ .bp3-slider-handle.bp3-active{
+ background-color:#d8e1e8;
+ background-image:none;
+ -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+ cursor:-webkit-grabbing;
+ cursor:grabbing; }
+ .bp3-disabled .bp3-slider-handle{
+ background:#bfccd6;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ pointer-events:none; }
+ .bp3-dark .bp3-slider-handle{
+ background-color:#394b59;
+ background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+ background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ color:#f5f8fa; }
+ .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-slider-handle:hover{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+ background-color:#202b33;
+ background-image:none;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
+ background-color:rgba(57, 75, 89, 0.5);
+ background-image:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
+ background:rgba(57, 75, 89, 0.7); }
+ .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
+ background:rgba(16, 22, 26, 0.5);
+ stroke:#8a9ba8; }
+ .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
+ background-color:#394b59; }
+ .bp3-dark .bp3-slider-handle.bp3-active{
+ background-color:#293742; }
+ .bp3-dark .bp3-disabled .bp3-slider-handle{
+ background:#5c7080;
+ border-color:#5c7080;
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-slider-handle .bp3-slider-label{
+ background:#394b59;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ color:#f5f8fa;
+ margin-left:8px; }
+ .bp3-dark .bp3-slider-handle .bp3-slider-label{
+ background:#e1e8ed;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ color:#394b59; }
+ .bp3-disabled .bp3-slider-handle .bp3-slider-label{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
+ width:8px; }
+ .bp3-slider-handle.bp3-start{
+ border-bottom-right-radius:0;
+ border-top-right-radius:0; }
+ .bp3-slider-handle.bp3-end{
+ border-bottom-left-radius:0;
+ border-top-left-radius:0;
+ margin-left:8px; }
+ .bp3-slider-handle.bp3-end .bp3-slider-label{
+ margin-left:0; }
+
+.bp3-slider-label{
+ -webkit-transform:translate(-50%, 20px);
+ transform:translate(-50%, 20px);
+ display:inline-block;
+ font-size:12px;
+ line-height:1;
+ padding:2px 5px;
+ position:absolute;
+ vertical-align:top; }
+
+.bp3-slider.bp3-vertical{
+ height:150px;
+ min-width:40px;
+ width:40px; }
+ .bp3-slider.bp3-vertical .bp3-slider-track,
+ .bp3-slider.bp3-vertical .bp3-slider-progress{
+ bottom:0;
+ height:auto;
+ left:5px;
+ top:0;
+ width:6px; }
+ .bp3-slider.bp3-vertical .bp3-slider-progress{
+ top:auto; }
+ .bp3-slider.bp3-vertical .bp3-slider-label{
+ -webkit-transform:translate(20px, 50%);
+ transform:translate(20px, 50%); }
+ .bp3-slider.bp3-vertical .bp3-slider-handle{
+ top:auto; }
+ .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
+ margin-left:0;
+ margin-top:-8px; }
+ .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+ height:8px;
+ margin-left:0;
+ width:16px; }
+ .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+ border-bottom-right-radius:3px;
+ border-top-left-radius:0; }
+ .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
+ -webkit-transform:translate(20px);
+ transform:translate(20px); }
+ .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
+ border-bottom-left-radius:0;
+ border-bottom-right-radius:0;
+ border-top-left-radius:3px;
+ margin-bottom:8px; }
+
+@-webkit-keyframes pt-spinner-animation{
+ from{
+ -webkit-transform:rotate(0deg);
+ transform:rotate(0deg); }
+ to{
+ -webkit-transform:rotate(360deg);
+ transform:rotate(360deg); } }
+
+@keyframes pt-spinner-animation{
+ from{
+ -webkit-transform:rotate(0deg);
+ transform:rotate(0deg); }
+ to{
+ -webkit-transform:rotate(360deg);
+ transform:rotate(360deg); } }
+
+.bp3-spinner{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-pack:center;
+ -ms-flex-pack:center;
+ justify-content:center;
+ overflow:visible;
+ vertical-align:middle; }
+ .bp3-spinner svg{
+ display:block; }
+ .bp3-spinner path{
+ fill-opacity:0; }
+ .bp3-spinner .bp3-spinner-head{
+ stroke:rgba(92, 112, 128, 0.8);
+ stroke-linecap:round;
+ -webkit-transform-origin:center;
+ transform-origin:center;
+ -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-spinner .bp3-spinner-track{
+ stroke:rgba(92, 112, 128, 0.2); }
+
+.bp3-spinner-animation{
+ -webkit-animation:pt-spinner-animation 500ms linear infinite;
+ animation:pt-spinner-animation 500ms linear infinite; }
+ .bp3-no-spin > .bp3-spinner-animation{
+ -webkit-animation:none;
+ animation:none; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-head{
+ stroke:#8a9ba8; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-track{
+ stroke:rgba(16, 22, 26, 0.5); }
+
+.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
+ stroke:#137cbd; }
+
+.bp3-spinner.bp3-intent-success .bp3-spinner-head{
+ stroke:#0f9960; }
+
+.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
+ stroke:#d9822b; }
+
+.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
+ stroke:#db3737; }
+.bp3-tabs.bp3-vertical{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex; }
+ .bp3-tabs.bp3-vertical > .bp3-tab-list{
+ -webkit-box-align:start;
+ -ms-flex-align:start;
+ align-items:flex-start;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column; }
+ .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
+ border-radius:3px;
+ padding:0 10px;
+ width:100%; }
+ .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
+ background-color:rgba(19, 124, 189, 0.2);
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+ background-color:rgba(19, 124, 189, 0.2);
+ border-radius:3px;
+ bottom:0;
+ height:auto;
+ left:0;
+ right:0;
+ top:0; }
+ .bp3-tabs.bp3-vertical > .bp3-tab-panel{
+ margin-top:0;
+ padding-left:20px; }
+
+.bp3-tab-list{
+ -webkit-box-align:end;
+ -ms-flex-align:end;
+ align-items:flex-end;
+ border:none;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ list-style:none;
+ margin:0;
+ padding:0;
+ position:relative; }
+ .bp3-tab-list > *:not(:last-child){
+ margin-right:20px; }
+
+.bp3-tab{
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ color:#182026;
+ cursor:pointer;
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ font-size:14px;
+ line-height:30px;
+ max-width:100%;
+ position:relative;
+ vertical-align:top; }
+ .bp3-tab a{
+ color:inherit;
+ display:block;
+ text-decoration:none; }
+ .bp3-tab-indicator-wrapper ~ .bp3-tab{
+ background-color:transparent !important;
+ -webkit-box-shadow:none !important;
+ box-shadow:none !important; }
+ .bp3-tab[aria-disabled="true"]{
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+ .bp3-tab[aria-selected="true"]{
+ border-radius:0;
+ -webkit-box-shadow:inset 0 -3px 0 #106ba3;
+ box-shadow:inset 0 -3px 0 #106ba3; }
+ .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
+ color:#106ba3; }
+ .bp3-tab:focus{
+ -moz-outline-radius:0; }
+ .bp3-large > .bp3-tab{
+ font-size:16px;
+ line-height:40px; }
+
+.bp3-tab-panel{
+ margin-top:20px; }
+ .bp3-tab-panel[aria-hidden="true"]{
+ display:none; }
+
+.bp3-tab-indicator-wrapper{
+ left:0;
+ pointer-events:none;
+ position:absolute;
+ top:0;
+ -webkit-transform:translateX(0), translateY(0);
+ transform:translateX(0), translateY(0);
+ -webkit-transition:height, width, -webkit-transform;
+ transition:height, width, -webkit-transform;
+ transition:height, transform, width;
+ transition:height, transform, width, -webkit-transform;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+ background-color:#106ba3;
+ bottom:0;
+ height:3px;
+ left:0;
+ position:absolute;
+ right:0; }
+ .bp3-tab-indicator-wrapper.bp3-no-animation{
+ -webkit-transition:none;
+ transition:none; }
+
+.bp3-dark .bp3-tab{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-tab[aria-disabled="true"]{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-tab[aria-selected="true"]{
+ -webkit-box-shadow:inset 0 -3px 0 #48aff0;
+ box-shadow:inset 0 -3px 0 #48aff0; }
+ .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
+ color:#48aff0; }
+
+.bp3-dark .bp3-tab-indicator{
+ background-color:#48aff0; }
+
+.bp3-flex-expander{
+ -webkit-box-flex:1;
+ -ms-flex:1 1;
+ flex:1 1; }
+.bp3-tag{
+ display:-webkit-inline-box;
+ display:-ms-inline-flexbox;
+ display:inline-flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ background-color:#5c7080;
+ border:none;
+ border-radius:3px;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ color:#f5f8fa;
+ font-size:12px;
+ line-height:16px;
+ max-width:100%;
+ min-height:20px;
+ min-width:20px;
+ padding:2px 6px;
+ position:relative; }
+ .bp3-tag.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-interactive:hover{
+ background-color:rgba(92, 112, 128, 0.85); }
+ .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
+ background-color:rgba(92, 112, 128, 0.7); }
+ .bp3-tag > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-tag > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-tag::before,
+ .bp3-tag > *{
+ margin-right:4px; }
+ .bp3-tag:empty::before,
+ .bp3-tag > :last-child{
+ margin-right:0; }
+ .bp3-tag:focus{
+ outline:rgba(19, 124, 189, 0.6) auto 2px;
+ outline-offset:0;
+ -moz-outline-radius:6px; }
+ .bp3-tag.bp3-round{
+ border-radius:30px;
+ padding-left:8px;
+ padding-right:8px; }
+ .bp3-dark .bp3-tag{
+ background-color:#bfccd6;
+ color:#182026; }
+ .bp3-dark .bp3-tag.bp3-interactive{
+ cursor:pointer; }
+ .bp3-dark .bp3-tag.bp3-interactive:hover{
+ background-color:rgba(191, 204, 214, 0.85); }
+ .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
+ background-color:rgba(191, 204, 214, 0.7); }
+ .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
+ fill:currentColor; }
+ .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
+ fill:#ffffff; }
+ .bp3-tag.bp3-large,
+ .bp3-large .bp3-tag{
+ font-size:14px;
+ line-height:20px;
+ min-height:30px;
+ min-width:30px;
+ padding:5px 10px; }
+ .bp3-tag.bp3-large::before,
+ .bp3-tag.bp3-large > *,
+ .bp3-large .bp3-tag::before,
+ .bp3-large .bp3-tag > *{
+ margin-right:7px; }
+ .bp3-tag.bp3-large:empty::before,
+ .bp3-tag.bp3-large > :last-child,
+ .bp3-large .bp3-tag:empty::before,
+ .bp3-large .bp3-tag > :last-child{
+ margin-right:0; }
+ .bp3-tag.bp3-large.bp3-round,
+ .bp3-large .bp3-tag.bp3-round{
+ padding-left:12px;
+ padding-right:12px; }
+ .bp3-tag.bp3-intent-primary{
+ background:#137cbd;
+ color:#ffffff; }
+ .bp3-tag.bp3-intent-primary.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
+ background-color:rgba(19, 124, 189, 0.85); }
+ .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
+ background-color:rgba(19, 124, 189, 0.7); }
+ .bp3-tag.bp3-intent-success{
+ background:#0f9960;
+ color:#ffffff; }
+ .bp3-tag.bp3-intent-success.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-intent-success.bp3-interactive:hover{
+ background-color:rgba(15, 153, 96, 0.85); }
+ .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
+ background-color:rgba(15, 153, 96, 0.7); }
+ .bp3-tag.bp3-intent-warning{
+ background:#d9822b;
+ color:#ffffff; }
+ .bp3-tag.bp3-intent-warning.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
+ background-color:rgba(217, 130, 43, 0.85); }
+ .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
+ background-color:rgba(217, 130, 43, 0.7); }
+ .bp3-tag.bp3-intent-danger{
+ background:#db3737;
+ color:#ffffff; }
+ .bp3-tag.bp3-intent-danger.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
+ background-color:rgba(219, 55, 55, 0.85); }
+ .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
+ background-color:rgba(219, 55, 55, 0.7); }
+ .bp3-tag.bp3-fill{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ width:100%; }
+ .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
+ fill:#5c7080; }
+ .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+ background-color:rgba(138, 155, 168, 0.2);
+ color:#182026; }
+ .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+ background-color:rgba(92, 112, 128, 0.3); }
+ .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+ background-color:rgba(92, 112, 128, 0.4); }
+ .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+ color:#f5f8fa; }
+ .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+ cursor:pointer; }
+ .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+ background-color:rgba(191, 204, 214, 0.3); }
+ .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+ background-color:rgba(191, 204, 214, 0.4); }
+ .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
+ fill:#a7b6c2; }
+ .bp3-tag.bp3-minimal.bp3-intent-primary{
+ background-color:rgba(19, 124, 189, 0.15);
+ color:#106ba3; }
+ .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+ background-color:rgba(19, 124, 189, 0.25); }
+ .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+ background-color:rgba(19, 124, 189, 0.35); }
+ .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
+ fill:#137cbd; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
+ background-color:rgba(19, 124, 189, 0.25);
+ color:#48aff0; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+ cursor:pointer; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+ background-color:rgba(19, 124, 189, 0.35); }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+ background-color:rgba(19, 124, 189, 0.45); }
+ .bp3-tag.bp3-minimal.bp3-intent-success{
+ background-color:rgba(15, 153, 96, 0.15);
+ color:#0d8050; }
+ .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+ background-color:rgba(15, 153, 96, 0.25); }
+ .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+ background-color:rgba(15, 153, 96, 0.35); }
+ .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
+ fill:#0f9960; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
+ background-color:rgba(15, 153, 96, 0.25);
+ color:#3dcc91; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+ cursor:pointer; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+ background-color:rgba(15, 153, 96, 0.35); }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+ background-color:rgba(15, 153, 96, 0.45); }
+ .bp3-tag.bp3-minimal.bp3-intent-warning{
+ background-color:rgba(217, 130, 43, 0.15);
+ color:#bf7326; }
+ .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+ background-color:rgba(217, 130, 43, 0.25); }
+ .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+ background-color:rgba(217, 130, 43, 0.35); }
+ .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
+ fill:#d9822b; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
+ background-color:rgba(217, 130, 43, 0.25);
+ color:#ffb366; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+ cursor:pointer; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+ background-color:rgba(217, 130, 43, 0.35); }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+ background-color:rgba(217, 130, 43, 0.45); }
+ .bp3-tag.bp3-minimal.bp3-intent-danger{
+ background-color:rgba(219, 55, 55, 0.15);
+ color:#c23030; }
+ .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+ cursor:pointer; }
+ .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+ background-color:rgba(219, 55, 55, 0.25); }
+ .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+ background-color:rgba(219, 55, 55, 0.35); }
+ .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
+ fill:#db3737; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
+ background-color:rgba(219, 55, 55, 0.25);
+ color:#ff7373; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+ cursor:pointer; }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+ background-color:rgba(219, 55, 55, 0.35); }
+ .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+ background-color:rgba(219, 55, 55, 0.45); }
+
+.bp3-tag-remove{
+ background:none;
+ border:none;
+ color:inherit;
+ cursor:pointer;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ margin-bottom:-2px;
+ margin-right:-6px !important;
+ margin-top:-2px;
+ opacity:0.5;
+ padding:2px;
+ padding-left:0; }
+ .bp3-tag-remove:hover{
+ background:none;
+ opacity:0.8;
+ text-decoration:none; }
+ .bp3-tag-remove:active{
+ opacity:1; }
+ .bp3-tag-remove:empty::before{
+ font-family:"Icons16", sans-serif;
+ font-size:16px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1;
+ -moz-osx-font-smoothing:grayscale;
+ -webkit-font-smoothing:antialiased;
+ content:""; }
+ .bp3-large .bp3-tag-remove{
+ margin-right:-10px !important;
+ padding:0 5px 0 0; }
+ .bp3-large .bp3-tag-remove:empty::before{
+ font-family:"Icons20", sans-serif;
+ font-size:20px;
+ font-style:normal;
+ font-weight:400;
+ line-height:1; }
+.bp3-tag-input{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:start;
+ -ms-flex-align:start;
+ align-items:flex-start;
+ cursor:text;
+ height:auto;
+ line-height:inherit;
+ min-height:30px;
+ padding-left:5px;
+ padding-right:0; }
+ .bp3-tag-input > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-tag-input > .bp3-tag-input-values{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-tag-input .bp3-tag-input-icon{
+ color:#5c7080;
+ margin-left:2px;
+ margin-right:7px;
+ margin-top:7px; }
+ .bp3-tag-input .bp3-tag-input-values{
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ -webkit-box-orient:horizontal;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:row;
+ flex-direction:row;
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ -ms-flex-item-align:stretch;
+ align-self:stretch;
+ -ms-flex-wrap:wrap;
+ flex-wrap:wrap;
+ margin-right:7px;
+ margin-top:5px;
+ min-width:0; }
+ .bp3-tag-input .bp3-tag-input-values > *{
+ -webkit-box-flex:0;
+ -ms-flex-positive:0;
+ flex-grow:0;
+ -ms-flex-negative:0;
+ flex-shrink:0; }
+ .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
+ -webkit-box-flex:1;
+ -ms-flex-positive:1;
+ flex-grow:1;
+ -ms-flex-negative:1;
+ flex-shrink:1; }
+ .bp3-tag-input .bp3-tag-input-values::before,
+ .bp3-tag-input .bp3-tag-input-values > *{
+ margin-right:5px; }
+ .bp3-tag-input .bp3-tag-input-values:empty::before,
+ .bp3-tag-input .bp3-tag-input-values > :last-child{
+ margin-right:0; }
+ .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
+ padding-left:5px; }
+ .bp3-tag-input .bp3-tag-input-values > *{
+ margin-bottom:5px; }
+ .bp3-tag-input .bp3-tag{
+ overflow-wrap:break-word; }
+ .bp3-tag-input .bp3-tag.bp3-active{
+ outline:rgba(19, 124, 189, 0.6) auto 2px;
+ outline-offset:0;
+ -moz-outline-radius:6px; }
+ .bp3-tag-input .bp3-input-ghost{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ line-height:20px;
+ width:80px; }
+ .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
+ cursor:not-allowed; }
+ .bp3-tag-input .bp3-button,
+ .bp3-tag-input .bp3-spinner{
+ margin:3px;
+ margin-left:0; }
+ .bp3-tag-input .bp3-button{
+ min-height:24px;
+ min-width:24px;
+ padding:0 7px; }
+ .bp3-tag-input.bp3-large{
+ height:auto;
+ min-height:40px; }
+ .bp3-tag-input.bp3-large::before,
+ .bp3-tag-input.bp3-large > *{
+ margin-right:10px; }
+ .bp3-tag-input.bp3-large:empty::before,
+ .bp3-tag-input.bp3-large > :last-child{
+ margin-right:0; }
+ .bp3-tag-input.bp3-large .bp3-tag-input-icon{
+ margin-left:5px;
+ margin-top:10px; }
+ .bp3-tag-input.bp3-large .bp3-input-ghost{
+ line-height:30px; }
+ .bp3-tag-input.bp3-large .bp3-button{
+ min-height:30px;
+ min-width:30px;
+ padding:5px 10px;
+ margin:5px;
+ margin-left:0; }
+ .bp3-tag-input.bp3-large .bp3-spinner{
+ margin:8px;
+ margin-left:0; }
+ .bp3-tag-input.bp3-active{
+ background-color:#ffffff;
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-tag-input.bp3-active.bp3-intent-primary{
+ -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-tag-input.bp3-active.bp3-intent-success{
+ -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-tag-input.bp3-active.bp3-intent-warning{
+ -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-tag-input.bp3-active.bp3-intent-danger{
+ -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+ .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
+ color:#f5f8fa; }
+ .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
+ color:rgba(167, 182, 194, 0.6); }
+ .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
+ background-color:rgba(16, 22, 26, 0.3);
+ -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
+ -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
+ -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
+ -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+ .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
+ -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-input-ghost{
+ background:none;
+ border:none;
+ -webkit-box-shadow:none;
+ box-shadow:none;
+ padding:0; }
+ .bp3-input-ghost::-webkit-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input-ghost::-moz-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input-ghost:-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input-ghost::-ms-input-placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input-ghost::placeholder{
+ color:rgba(92, 112, 128, 0.6);
+ opacity:1; }
+ .bp3-input-ghost:focus{
+ outline:none !important; }
+.bp3-toast{
+ -webkit-box-align:start;
+ -ms-flex-align:start;
+ align-items:flex-start;
+ background-color:#ffffff;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ margin:20px 0 0;
+ max-width:500px;
+ min-width:300px;
+ pointer-events:all;
+ position:relative !important; }
+ .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
+ -webkit-transform:translateY(-40px);
+ transform:translateY(-40px); }
+ .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
+ -webkit-transform:translateY(0);
+ transform:translateY(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+ transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+ .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
+ -webkit-transform:translateY(-40px);
+ transform:translateY(-40px); }
+ .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
+ -webkit-transform:translateY(0);
+ transform:translateY(0);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+ transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+ .bp3-toast.bp3-toast-exit{
+ opacity:1;
+ -webkit-filter:blur(0);
+ filter:blur(0); }
+ .bp3-toast.bp3-toast-exit-active{
+ opacity:0;
+ -webkit-filter:blur(10px);
+ filter:blur(10px);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:300ms;
+ transition-duration:300ms;
+ -webkit-transition-property:opacity, -webkit-filter;
+ transition-property:opacity, -webkit-filter;
+ transition-property:opacity, filter;
+ transition-property:opacity, filter, -webkit-filter;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-toast.bp3-toast-exit ~ .bp3-toast{
+ -webkit-transform:translateY(0);
+ transform:translateY(0); }
+ .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
+ -webkit-transform:translateY(-40px);
+ transform:translateY(-40px);
+ -webkit-transition-delay:50ms;
+ transition-delay:50ms;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-toast .bp3-button-group{
+ -webkit-box-flex:0;
+ -ms-flex:0 0 auto;
+ flex:0 0 auto;
+ padding:5px;
+ padding-left:0; }
+ .bp3-toast > .bp3-icon{
+ color:#5c7080;
+ margin:12px;
+ margin-right:0; }
+ .bp3-toast.bp3-dark,
+ .bp3-dark .bp3-toast{
+ background-color:#394b59;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+ .bp3-toast.bp3-dark > .bp3-icon,
+ .bp3-dark .bp3-toast > .bp3-icon{
+ color:#a7b6c2; }
+ .bp3-toast[class*="bp3-intent-"] a{
+ color:rgba(255, 255, 255, 0.7); }
+ .bp3-toast[class*="bp3-intent-"] a:hover{
+ color:#ffffff; }
+ .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
+ color:#ffffff; }
+ .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
+ .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+ color:rgba(255, 255, 255, 0.7) !important; }
+ .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
+ outline-color:rgba(255, 255, 255, 0.5); }
+ .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
+ background-color:rgba(255, 255, 255, 0.15) !important;
+ color:#ffffff !important; }
+ .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+ background-color:rgba(255, 255, 255, 0.3) !important;
+ color:#ffffff !important; }
+ .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
+ background:rgba(255, 255, 255, 0.3) !important; }
+ .bp3-toast.bp3-intent-primary{
+ background-color:#137cbd;
+ color:#ffffff; }
+ .bp3-toast.bp3-intent-success{
+ background-color:#0f9960;
+ color:#ffffff; }
+ .bp3-toast.bp3-intent-warning{
+ background-color:#d9822b;
+ color:#ffffff; }
+ .bp3-toast.bp3-intent-danger{
+ background-color:#db3737;
+ color:#ffffff; }
+
+.bp3-toast-message{
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ padding:11px;
+ word-break:break-word; }
+
+.bp3-toast-container{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box !important;
+ display:-ms-flexbox !important;
+ display:flex !important;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:normal;
+ -ms-flex-direction:column;
+ flex-direction:column;
+ left:0;
+ overflow:hidden;
+ padding:0 20px 20px;
+ pointer-events:none;
+ position:fixed;
+ right:0;
+ z-index:40; }
+ .bp3-toast-container.bp3-toast-container-top{
+ top:0; }
+ .bp3-toast-container.bp3-toast-container-bottom{
+ bottom:0;
+ -webkit-box-orient:vertical;
+ -webkit-box-direction:reverse;
+ -ms-flex-direction:column-reverse;
+ flex-direction:column-reverse;
+ top:auto; }
+ .bp3-toast-container.bp3-toast-container-left{
+ -webkit-box-align:start;
+ -ms-flex-align:start;
+ align-items:flex-start; }
+ .bp3-toast-container.bp3-toast-container-right{
+ -webkit-box-align:end;
+ -ms-flex-align:end;
+ align-items:flex-end; }
+
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
+ -webkit-transform:translateY(60px);
+ transform:translateY(60px); }
+.bp3-tooltip{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-tooltip .bp3-popover-arrow{
+ height:22px;
+ position:absolute;
+ width:22px; }
+ .bp3-tooltip .bp3-popover-arrow::before{
+ height:14px;
+ margin:4px;
+ width:14px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
+ margin-bottom:11px;
+ margin-top:-11px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+ bottom:-8px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(-90deg);
+ transform:rotate(-90deg); }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
+ margin-left:11px; }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+ left:-8px; }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(0);
+ transform:rotate(0); }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
+ margin-top:11px; }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+ top:-8px; }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(90deg);
+ transform:rotate(90deg); }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
+ margin-left:-11px;
+ margin-right:11px; }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+ right:-8px; }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
+ -webkit-transform:rotate(180deg);
+ transform:rotate(180deg); }
+ .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
+ top:50%;
+ -webkit-transform:translateY(-50%);
+ transform:translateY(-50%); }
+ .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
+ right:50%;
+ -webkit-transform:translateX(50%);
+ transform:translateX(50%); }
+ .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+ top:-0.22183px; }
+ .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+ right:-0.22183px; }
+ .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+ left:-0.22183px; }
+ .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+ bottom:-0.22183px; }
+ .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
+ -webkit-transform-origin:top left;
+ transform-origin:top left; }
+ .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
+ -webkit-transform-origin:top center;
+ transform-origin:top center; }
+ .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
+ -webkit-transform-origin:top right;
+ transform-origin:top right; }
+ .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
+ -webkit-transform-origin:center left;
+ transform-origin:center left; }
+ .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
+ -webkit-transform-origin:center center;
+ transform-origin:center center; }
+ .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
+ -webkit-transform-origin:center right;
+ transform-origin:center right; }
+ .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
+ -webkit-transform-origin:bottom left;
+ transform-origin:bottom left; }
+ .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
+ -webkit-transform-origin:bottom center;
+ transform-origin:bottom center; }
+ .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
+ -webkit-transform-origin:bottom right;
+ transform-origin:bottom right; }
+ .bp3-tooltip .bp3-popover-content{
+ background:#394b59;
+ color:#f5f8fa; }
+ .bp3-tooltip .bp3-popover-arrow::before{
+ -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+ .bp3-tooltip .bp3-popover-arrow-border{
+ fill:#10161a;
+ fill-opacity:0.1; }
+ .bp3-tooltip .bp3-popover-arrow-fill{
+ fill:#394b59; }
+ .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
+ -webkit-transform:scale(0.8);
+ transform:scale(0.8); }
+ .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
+ -webkit-transform:scale(1);
+ transform:scale(1);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-popover-exit > .bp3-tooltip{
+ -webkit-transform:scale(1);
+ transform:scale(1); }
+ .bp3-popover-exit-active > .bp3-tooltip{
+ -webkit-transform:scale(0.8);
+ transform:scale(0.8);
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:100ms;
+ transition-duration:100ms;
+ -webkit-transition-property:-webkit-transform;
+ transition-property:-webkit-transform;
+ transition-property:transform;
+ transition-property:transform, -webkit-transform;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-tooltip .bp3-popover-content{
+ padding:10px 12px; }
+ .bp3-tooltip.bp3-dark,
+ .bp3-dark .bp3-tooltip{
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+ .bp3-tooltip.bp3-dark .bp3-popover-content,
+ .bp3-dark .bp3-tooltip .bp3-popover-content{
+ background:#e1e8ed;
+ color:#394b59; }
+ .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
+ .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
+ -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+ .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
+ .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
+ fill:#10161a;
+ fill-opacity:0.2; }
+ .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
+ .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
+ fill:#e1e8ed; }
+ .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
+ background:#137cbd;
+ color:#ffffff; }
+ .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
+ fill:#137cbd; }
+ .bp3-tooltip.bp3-intent-success .bp3-popover-content{
+ background:#0f9960;
+ color:#ffffff; }
+ .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
+ fill:#0f9960; }
+ .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
+ background:#d9822b;
+ color:#ffffff; }
+ .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
+ fill:#d9822b; }
+ .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
+ background:#db3737;
+ color:#ffffff; }
+ .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
+ fill:#db3737; }
+
+.bp3-tooltip-indicator{
+ border-bottom:dotted 1px;
+ cursor:help; }
+.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
+ color:#5c7080; }
+ .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
+ color:#137cbd; }
+ .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
+ color:#0f9960; }
+ .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
+ color:#d9822b; }
+ .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
+ color:#db3737; }
+
+.bp3-tree-node-list{
+ list-style:none;
+ margin:0;
+ padding-left:0; }
+
+.bp3-tree-root{
+ background-color:transparent;
+ cursor:default;
+ padding-left:0;
+ position:relative; }
+
+.bp3-tree-node-content-0{
+ padding-left:0px; }
+
+.bp3-tree-node-content-1{
+ padding-left:23px; }
+
+.bp3-tree-node-content-2{
+ padding-left:46px; }
+
+.bp3-tree-node-content-3{
+ padding-left:69px; }
+
+.bp3-tree-node-content-4{
+ padding-left:92px; }
+
+.bp3-tree-node-content-5{
+ padding-left:115px; }
+
+.bp3-tree-node-content-6{
+ padding-left:138px; }
+
+.bp3-tree-node-content-7{
+ padding-left:161px; }
+
+.bp3-tree-node-content-8{
+ padding-left:184px; }
+
+.bp3-tree-node-content-9{
+ padding-left:207px; }
+
+.bp3-tree-node-content-10{
+ padding-left:230px; }
+
+.bp3-tree-node-content-11{
+ padding-left:253px; }
+
+.bp3-tree-node-content-12{
+ padding-left:276px; }
+
+.bp3-tree-node-content-13{
+ padding-left:299px; }
+
+.bp3-tree-node-content-14{
+ padding-left:322px; }
+
+.bp3-tree-node-content-15{
+ padding-left:345px; }
+
+.bp3-tree-node-content-16{
+ padding-left:368px; }
+
+.bp3-tree-node-content-17{
+ padding-left:391px; }
+
+.bp3-tree-node-content-18{
+ padding-left:414px; }
+
+.bp3-tree-node-content-19{
+ padding-left:437px; }
+
+.bp3-tree-node-content-20{
+ padding-left:460px; }
+
+.bp3-tree-node-content{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex;
+ height:30px;
+ padding-right:5px;
+ width:100%; }
+ .bp3-tree-node-content:hover{
+ background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-tree-node-caret,
+.bp3-tree-node-caret-none{
+ min-width:30px; }
+
+.bp3-tree-node-caret{
+ color:#5c7080;
+ cursor:pointer;
+ padding:7px;
+ -webkit-transform:rotate(0deg);
+ transform:rotate(0deg);
+ -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-tree-node-caret:hover{
+ color:#182026; }
+ .bp3-dark .bp3-tree-node-caret{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-tree-node-caret:hover{
+ color:#f5f8fa; }
+ .bp3-tree-node-caret.bp3-tree-node-caret-open{
+ -webkit-transform:rotate(90deg);
+ transform:rotate(90deg); }
+ .bp3-tree-node-caret.bp3-icon-standard::before{
+ content:""; }
+
+.bp3-tree-node-icon{
+ margin-right:7px;
+ position:relative; }
+
+.bp3-tree-node-label{
+ overflow:hidden;
+ text-overflow:ellipsis;
+ white-space:nowrap;
+ word-wrap:normal;
+ -webkit-box-flex:1;
+ -ms-flex:1 1 auto;
+ flex:1 1 auto;
+ position:relative;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none; }
+ .bp3-tree-node-label span{
+ display:inline; }
+
+.bp3-tree-node-secondary-label{
+ padding:0 5px;
+ -webkit-user-select:none;
+ -moz-user-select:none;
+ -ms-user-select:none;
+ user-select:none; }
+ .bp3-tree-node-secondary-label .bp3-popover-wrapper,
+ .bp3-tree-node-secondary-label .bp3-popover-target{
+ -webkit-box-align:center;
+ -ms-flex-align:center;
+ align-items:center;
+ display:-webkit-box;
+ display:-ms-flexbox;
+ display:flex; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
+ background-color:inherit;
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
+.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
+ color:rgba(92, 112, 128, 0.6);
+ cursor:not-allowed; }
+
+.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+ background-color:#137cbd; }
+ .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
+ .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
+ color:#ffffff; }
+ .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
+ color:rgba(255, 255, 255, 0.7); }
+ .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
+ color:#ffffff; }
+
+.bp3-dark .bp3-tree-node-content:hover{
+ background-color:rgba(92, 112, 128, 0.3); }
+
+.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
+ color:#a7b6c2; }
+ .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
+ color:#137cbd; }
+ .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
+ color:#0f9960; }
+ .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
+ color:#d9822b; }
+ .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
+ color:#db3737; }
+
+.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+ background-color:#137cbd; }
+.bp3-omnibar{
+ -webkit-filter:blur(0);
+ filter:blur(0);
+ opacity:1;
+ background-color:#ffffff;
+ border-radius:3px;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+ left:calc(50% - 250px);
+ top:20vh;
+ width:500px;
+ z-index:21; }
+ .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
+ -webkit-filter:blur(20px);
+ filter:blur(20px);
+ opacity:0.2; }
+ .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
+ -webkit-filter:blur(0);
+ filter:blur(0);
+ opacity:1;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:opacity, -webkit-filter;
+ transition-property:opacity, -webkit-filter;
+ transition-property:filter, opacity;
+ transition-property:filter, opacity, -webkit-filter;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-omnibar.bp3-overlay-exit{
+ -webkit-filter:blur(0);
+ filter:blur(0);
+ opacity:1; }
+ .bp3-omnibar.bp3-overlay-exit-active{
+ -webkit-filter:blur(20px);
+ filter:blur(20px);
+ opacity:0.2;
+ -webkit-transition-delay:0;
+ transition-delay:0;
+ -webkit-transition-duration:200ms;
+ transition-duration:200ms;
+ -webkit-transition-property:opacity, -webkit-filter;
+ transition-property:opacity, -webkit-filter;
+ transition-property:filter, opacity;
+ transition-property:filter, opacity, -webkit-filter;
+ -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+ transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+ .bp3-omnibar .bp3-input{
+ background-color:transparent;
+ border-radius:0; }
+ .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
+ -webkit-box-shadow:none;
+ box-shadow:none; }
+ .bp3-omnibar .bp3-menu{
+ background-color:transparent;
+ border-radius:0;
+ -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+ box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+ max-height:calc(60vh - 40px);
+ overflow:auto; }
+ .bp3-omnibar .bp3-menu:empty{
+ display:none; }
+ .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
+ background-color:#30404d;
+ -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+ box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-omnibar-overlay .bp3-overlay-backdrop{
+ background-color:rgba(16, 22, 26, 0.2); }
+
+.bp3-select-popover .bp3-popover-content{
+ padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+ margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+ max-height:300px;
+ max-width:400px;
+ overflow:auto;
+ padding:0; }
+ .bp3-select-popover .bp3-menu:not(:first-child){
+ padding-top:5px; }
+
+.bp3-multi-select{
+ min-width:150px; }
+
+.bp3-multi-select-popover .bp3-menu{
+ max-height:300px;
+ max-width:400px;
+ overflow:auto; }
+
+.bp3-select-popover .bp3-popover-content{
+ padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+ margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+ max-height:300px;
+ max-width:400px;
+ overflow:auto;
+ padding:0; }
+ .bp3-select-popover .bp3-menu:not(:first-child){
+ padding-top:5px; }
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+ --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-bug: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDhoLTIuODFjLS40NS0uNzgtMS4wNy0xLjQ1LTEuODItMS45NkwxNyA0LjQxIDE1LjU5IDNsLTIuMTcgMi4xN0MxMi45NiA1LjA2IDEyLjQ5IDUgMTIgNWMtLjQ5IDAtLjk2LjA2LTEuNDEuMTdMOC40MSAzIDcgNC40MWwxLjYyIDEuNjNDNy44OCA2LjU1IDcuMjYgNy4yMiA2LjgxIDhINHYyaDIuMDljLS4wNS4zMy0uMDkuNjYtLjA5IDF2MUg0djJoMnYxYzAgLjM0LjA0LjY3LjA5IDFINHYyaDIuODFjMS4wNCAxLjc5IDIuOTcgMyA1LjE5IDNzNC4xNS0xLjIxIDUuMTktM0gyMHYtMmgtMi4wOWMuMDUtLjMzLjA5LS42Ni4wOS0xdi0xaDJ2LTJoLTJ2LTFjMC0uMzQtLjA0LS42Ny0uMDktMUgyMFY4em0tNiA4aC00di0yaDR2MnptMC00aC00di0yaDR2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-build: url(data:image/svg+xml;base64,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);
+ --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
+ --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-case-sensitive: url(data:image/svg+xml;base64,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);
+ --jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTYuMTdMNC44MyAxMmwtMS40MiAxLjQxTDkgMTkgMjEgN2wtMS40MS0xLjQxeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-clear: url(data:image/svg+xml;base64,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);
+ --jp-icon-close: url(data:image/svg+xml;base64,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);
+ --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
+ --jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1pY29uLWJyYW5kMSBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNmZmYiPgogICAgPHBhdGggZD0iTTEwNSAxMjcuM2g0MHYxMi44aC00MHpNNTEuMSA3N0w3NCA5OS45bC0yMy4zIDIzLjMgMTAuNSAxMC41IDIzLjMtMjMuM0w5NSA5OS45IDg0LjUgODkuNCA2MS42IDY2LjV6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-copy: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-cut: url(data:image/svg+xml;base64,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);
+ --jp-icon-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-edit: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-extension: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwLjUgMTFIMTlWN2MwLTEuMS0uOS0yLTItMmgtNFYzLjVDMTMgMi4xMiAxMS44OCAxIDEwLjUgMVM4IDIuMTIgOCAzLjVWNUg0Yy0xLjEgMC0xLjk5LjktMS45OSAydjMuOEgzLjVjMS40OSAwIDIuNyAxLjIxIDIuNyAyLjdzLTEuMjEgMi43LTIuNyAyLjdIMlYyMGMwIDEuMS45IDIgMiAyaDMuOHYtMS41YzAtMS40OSAxLjIxLTIuNyAyLjctMi43IDEuNDkgMCAyLjcgMS4yMSAyLjcgMi43VjIySDE3YzEuMSAwIDItLjkgMi0ydi00aDEuNWMxLjM4IDAgMi41LTEuMTIgMi41LTIuNVMyMS44OCAxMSAyMC41IDExeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-file: url(data:image/svg+xml;base64,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);
+ --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=);
+ --jp-icon-html5: url(data:image/svg+xml;base64,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);
+ --jp-icon-image: url(data:image/svg+xml;base64,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);
+ --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
+ --jp-icon-json: url(data:image/svg+xml;base64,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);
+ --jp-icon-jupyter-favicon: url(data:image/svg+xml;base64,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);
+ --jp-icon-jupyter: url(data:image/svg+xml;base64,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);
+ --jp-icon-jupyterlab-wordmark: 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+ --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+ --jp-icon-keyboard: url(data:image/svg+xml;base64,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);
+ --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
+ --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
+ --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4=);
+ --jp-icon-listings-info: url(data:image/svg+xml;base64,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);
+ --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+ --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
+ --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
+ --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-palette: url(data:image/svg+xml;base64,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);
+ --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-pdf: url(data:image/svg+xml;base64,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);
+ --jp-icon-python: url(data:image/svg+xml;base64,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);
+ --jp-icon-r-kernel: url(data:image/svg+xml;base64,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);
+ --jp-icon-react: url(data:image/svg+xml;base64,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);
+ --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+ --jp-icon-regex: url(data:image/svg+xml;base64,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);
+ --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-search: url(data:image/svg+xml;base64,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);
+ --jp-icon-settings: url(data:image/svg+xml;base64,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);
+ --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
+ --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+ --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
+ --jp-icon-tag: url(data:image/svg+xml;base64,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);
+ --jp-icon-terminal: url(data:image/svg+xml;base64,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);
+ --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
+ --jp-icon-toc: url(data:image/svg+xml;base64,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);
+ --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
+ --jp-icon-trusted: url(data:image/svg+xml;base64,PHN2ZyBmaWxsPSJub25lIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI1Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgc3Ryb2tlPSIjMzMzMzMzIiBzdHJva2Utd2lkdGg9IjIiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIgMykiIGQ9Ik0xLjg2MDk0IDExLjQ0MDlDMC44MjY0NDggOC43NzAyNyAwLjg2Mzc3OSA2LjA1NzY0IDEuMjQ5MDcgNC4xOTkzMkMyLjQ4MjA2IDMuOTMzNDcgNC4wODA2OCAzLjQwMzQ3IDUuNjAxMDIgMi44NDQ5QzcuMjM1NDkgMi4yNDQ0IDguODU2NjYgMS41ODE1IDkuOTg3NiAxLjA5NTM5QzExLjA1OTcgMS41ODM0MSAxMi42MDk0IDIuMjQ0NCAxNC4yMTggMi44NDMzOUMxNS43NTAzIDMuNDEzOTQgMTcuMzk5NSAzLjk1MjU4IDE4Ljc1MzkgNC4yMTM4NUMxOS4xMzY0IDYuMDcxNzcgMTkuMTcwOSA4Ljc3NzIyIDE4LjEzOSAxMS40NDA5QzE3LjAzMDMgMTQuMzAzMiAxNC42NjY4IDE3LjE4NDQgOS45OTk5OSAxOC45MzU0QzUuMzMzMiAxNy4xODQ0IDIuOTY5NjggMTQuMzAzMiAxLjg2MDk0IDExLjQ0MDlaIi8+CiAgICA8cGF0aCBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiMzMzMzMzMiIHN0cm9rZT0iIzMzMzMzMyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoOCA5Ljg2NzE5KSIgZD0iTTIuODYwMTUgNC44NjUzNUwwLjcyNjU0OSAyLjk5OTU5TDAgMy42MzA0NUwyLjg2MDE1IDYuMTMxNTdMOCAwLjYzMDg3Mkw3LjI3ODU3IDBMMi44NjAxNSA0Ljg2NTM1WiIvPgo8L3N2Zz4K);
+ --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+ --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddIcon {
+ background-image: var(--jp-icon-add);
+}
+.jp-BugIcon {
+ background-image: var(--jp-icon-bug);
+}
+.jp-BuildIcon {
+ background-image: var(--jp-icon-build);
+}
+.jp-CaretDownEmptyIcon {
+ background-image: var(--jp-icon-caret-down-empty);
+}
+.jp-CaretDownEmptyThinIcon {
+ background-image: var(--jp-icon-caret-down-empty-thin);
+}
+.jp-CaretDownIcon {
+ background-image: var(--jp-icon-caret-down);
+}
+.jp-CaretLeftIcon {
+ background-image: var(--jp-icon-caret-left);
+}
+.jp-CaretRightIcon {
+ background-image: var(--jp-icon-caret-right);
+}
+.jp-CaretUpEmptyThinIcon {
+ background-image: var(--jp-icon-caret-up-empty-thin);
+}
+.jp-CaretUpIcon {
+ background-image: var(--jp-icon-caret-up);
+}
+.jp-CaseSensitiveIcon {
+ background-image: var(--jp-icon-case-sensitive);
+}
+.jp-CheckIcon {
+ background-image: var(--jp-icon-check);
+}
+.jp-CircleEmptyIcon {
+ background-image: var(--jp-icon-circle-empty);
+}
+.jp-CircleIcon {
+ background-image: var(--jp-icon-circle);
+}
+.jp-ClearIcon {
+ background-image: var(--jp-icon-clear);
+}
+.jp-CloseIcon {
+ background-image: var(--jp-icon-close);
+}
+.jp-CodeIcon {
+ background-image: var(--jp-icon-code);
+}
+.jp-ConsoleIcon {
+ background-image: var(--jp-icon-console);
+}
+.jp-CopyIcon {
+ background-image: var(--jp-icon-copy);
+}
+.jp-CutIcon {
+ background-image: var(--jp-icon-cut);
+}
+.jp-DownloadIcon {
+ background-image: var(--jp-icon-download);
+}
+.jp-EditIcon {
+ background-image: var(--jp-icon-edit);
+}
+.jp-EllipsesIcon {
+ background-image: var(--jp-icon-ellipses);
+}
+.jp-ExtensionIcon {
+ background-image: var(--jp-icon-extension);
+}
+.jp-FastForwardIcon {
+ background-image: var(--jp-icon-fast-forward);
+}
+.jp-FileIcon {
+ background-image: var(--jp-icon-file);
+}
+.jp-FileUploadIcon {
+ background-image: var(--jp-icon-file-upload);
+}
+.jp-FilterListIcon {
+ background-image: var(--jp-icon-filter-list);
+}
+.jp-FolderIcon {
+ background-image: var(--jp-icon-folder);
+}
+.jp-Html5Icon {
+ background-image: var(--jp-icon-html5);
+}
+.jp-ImageIcon {
+ background-image: var(--jp-icon-image);
+}
+.jp-InspectorIcon {
+ background-image: var(--jp-icon-inspector);
+}
+.jp-JsonIcon {
+ background-image: var(--jp-icon-json);
+}
+.jp-JupyterFaviconIcon {
+ background-image: var(--jp-icon-jupyter-favicon);
+}
+.jp-JupyterIcon {
+ background-image: var(--jp-icon-jupyter);
+}
+.jp-JupyterlabWordmarkIcon {
+ background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+.jp-KernelIcon {
+ background-image: var(--jp-icon-kernel);
+}
+.jp-KeyboardIcon {
+ background-image: var(--jp-icon-keyboard);
+}
+.jp-LauncherIcon {
+ background-image: var(--jp-icon-launcher);
+}
+.jp-LineFormIcon {
+ background-image: var(--jp-icon-line-form);
+}
+.jp-LinkIcon {
+ background-image: var(--jp-icon-link);
+}
+.jp-ListIcon {
+ background-image: var(--jp-icon-list);
+}
+.jp-ListingsInfoIcon {
+ background-image: var(--jp-icon-listings-info);
+}
+.jp-MarkdownIcon {
+ background-image: var(--jp-icon-markdown);
+}
+.jp-NewFolderIcon {
+ background-image: var(--jp-icon-new-folder);
+}
+.jp-NotTrustedIcon {
+ background-image: var(--jp-icon-not-trusted);
+}
+.jp-NotebookIcon {
+ background-image: var(--jp-icon-notebook);
+}
+.jp-NumberingIcon {
+ background-image: var(--jp-icon-numbering);
+}
+.jp-OfflineBoltIcon {
+ background-image: var(--jp-icon-offline-bolt);
+}
+.jp-PaletteIcon {
+ background-image: var(--jp-icon-palette);
+}
+.jp-PasteIcon {
+ background-image: var(--jp-icon-paste);
+}
+.jp-PdfIcon {
+ background-image: var(--jp-icon-pdf);
+}
+.jp-PythonIcon {
+ background-image: var(--jp-icon-python);
+}
+.jp-RKernelIcon {
+ background-image: var(--jp-icon-r-kernel);
+}
+.jp-ReactIcon {
+ background-image: var(--jp-icon-react);
+}
+.jp-RedoIcon {
+ background-image: var(--jp-icon-redo);
+}
+.jp-RefreshIcon {
+ background-image: var(--jp-icon-refresh);
+}
+.jp-RegexIcon {
+ background-image: var(--jp-icon-regex);
+}
+.jp-RunIcon {
+ background-image: var(--jp-icon-run);
+}
+.jp-RunningIcon {
+ background-image: var(--jp-icon-running);
+}
+.jp-SaveIcon {
+ background-image: var(--jp-icon-save);
+}
+.jp-SearchIcon {
+ background-image: var(--jp-icon-search);
+}
+.jp-SettingsIcon {
+ background-image: var(--jp-icon-settings);
+}
+.jp-SpreadsheetIcon {
+ background-image: var(--jp-icon-spreadsheet);
+}
+.jp-StopIcon {
+ background-image: var(--jp-icon-stop);
+}
+.jp-TabIcon {
+ background-image: var(--jp-icon-tab);
+}
+.jp-TableRowsIcon {
+ background-image: var(--jp-icon-table-rows);
+}
+.jp-TagIcon {
+ background-image: var(--jp-icon-tag);
+}
+.jp-TerminalIcon {
+ background-image: var(--jp-icon-terminal);
+}
+.jp-TextEditorIcon {
+ background-image: var(--jp-icon-text-editor);
+}
+.jp-TocIcon {
+ background-image: var(--jp-icon-toc);
+}
+.jp-TreeViewIcon {
+ background-image: var(--jp-icon-tree-view);
+}
+.jp-TrustedIcon {
+ background-image: var(--jp-icon-trusted);
+}
+.jp-UndoIcon {
+ background-image: var(--jp-icon-undo);
+}
+.jp-VegaIcon {
+ background-image: var(--jp-icon-vega);
+}
+.jp-YamlIcon {
+ background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+:root {
+ --jp-icon-search-white: url(data:image/svg+xml;base64,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);
+}
+
+.jp-Icon,
+.jp-MaterialIcon {
+ background-position: center;
+ background-repeat: no-repeat;
+ background-size: 16px;
+ min-width: 16px;
+ min-height: 16px;
+}
+
+.jp-Icon-cover {
+ background-position: center;
+ background-repeat: no-repeat;
+ background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+ background-size: 16px;
+ min-width: 16px;
+ min-height: 16px;
+}
+
+.jp-Icon-18 {
+ background-size: 18px;
+ min-width: 18px;
+ min-height: 18px;
+}
+
+.jp-Icon-20 {
+ background-size: 20px;
+ min-width: 20px;
+ min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+ fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[fill] {
+ fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[fill] {
+ fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[fill] {
+ fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[fill] {
+ fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+ stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[stroke] {
+ stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[stroke] {
+ stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[stroke] {
+ stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[stroke] {
+ stroke: var(--jp-inverse-layout-color4);
+}
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+ fill: var(--jp-layout-color0);
+}
+.jp-icon-accent1[fill] {
+ fill: var(--jp-layout-color1);
+}
+.jp-icon-accent2[fill] {
+ fill: var(--jp-layout-color2);
+}
+.jp-icon-accent3[fill] {
+ fill: var(--jp-layout-color3);
+}
+.jp-icon-accent4[fill] {
+ fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+ stroke: var(--jp-layout-color0);
+}
+.jp-icon-accent1[stroke] {
+ stroke: var(--jp-layout-color1);
+}
+.jp-icon-accent2[stroke] {
+ stroke: var(--jp-layout-color2);
+}
+.jp-icon-accent3[stroke] {
+ stroke: var(--jp-layout-color3);
+}
+.jp-icon-accent4[stroke] {
+ stroke: var(--jp-layout-color4);
+}
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+ fill: none;
+}
+
+.jp-icon-none[stroke] {
+ stroke: none;
+}
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+ fill: var(--jp-brand-color0);
+}
+.jp-icon-brand1[fill] {
+ fill: var(--jp-brand-color1);
+}
+.jp-icon-brand2[fill] {
+ fill: var(--jp-brand-color2);
+}
+.jp-icon-brand3[fill] {
+ fill: var(--jp-brand-color3);
+}
+.jp-icon-brand4[fill] {
+ fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+ stroke: var(--jp-brand-color0);
+}
+.jp-icon-brand1[stroke] {
+ stroke: var(--jp-brand-color1);
+}
+.jp-icon-brand2[stroke] {
+ stroke: var(--jp-brand-color2);
+}
+.jp-icon-brand3[stroke] {
+ stroke: var(--jp-brand-color3);
+}
+.jp-icon-brand4[stroke] {
+ stroke: var(--jp-brand-color4);
+}
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+ fill: var(--jp-warn-color0);
+}
+.jp-icon-warn1[fill] {
+ fill: var(--jp-warn-color1);
+}
+.jp-icon-warn2[fill] {
+ fill: var(--jp-warn-color2);
+}
+.jp-icon-warn3[fill] {
+ fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+ stroke: var(--jp-warn-color0);
+}
+.jp-icon-warn1[stroke] {
+ stroke: var(--jp-warn-color1);
+}
+.jp-icon-warn2[stroke] {
+ stroke: var(--jp-warn-color2);
+}
+.jp-icon-warn3[stroke] {
+ stroke: var(--jp-warn-color3);
+}
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+ fill: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[fill] {
+ fill: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[fill] {
+ fill: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[fill] {
+ fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+ stroke: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[stroke] {
+ stroke: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[stroke] {
+ stroke: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[stroke] {
+ stroke: var(--jp-icon-contrast-color3);
+}
+
+/* CSS for icons in selected items in the settings editor */
+#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
+ fill: #fff;
+}
+#setting-editor
+ .jp-PluginList
+ .jp-mod-selected
+ .jp-icon-selectable-inverse[fill] {
+ fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+ fill: #fff;
+}
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+ fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected tabs in the sidebar tab manager */
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
+ fill: #fff;
+}
+
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
+ fill: var(--jp-brand-color1);
+}
+#tab-manager
+ .lm-TabBar-tab.jp-mod-active
+ .jp-icon-hover
+ :hover
+ .jp-icon-selectable[fill] {
+ fill: var(--jp-brand-color1);
+}
+
+#tab-manager
+ .lm-TabBar-tab.jp-mod-active
+ .jp-icon-hover
+ :hover
+ .jp-icon-selectable-inverse[fill] {
+ fill: #fff;
+}
+
+/**
+ * TODO: come up with non css-hack solution for showing the busy icon on top
+ * of the close icon
+ * CSS for complex behavior of close icon of tabs in the sidebar tab manager
+ */
+#tab-manager
+ .lm-TabBar-tab.jp-mod-dirty
+ > .lm-TabBar-tabCloseIcon
+ > :not(:hover)
+ > .jp-icon3[fill] {
+ fill: none;
+}
+#tab-manager
+ .lm-TabBar-tab.jp-mod-dirty
+ > .lm-TabBar-tabCloseIcon
+ > :not(:hover)
+ > .jp-icon-busy[fill] {
+ fill: var(--jp-inverse-layout-color3);
+}
+
+#tab-manager
+ .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
+ > .lm-TabBar-tabCloseIcon
+ > :not(:hover)
+ > .jp-icon-busy[fill] {
+ fill: #fff;
+}
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+* of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+ .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+ > .lm-TabBar-tabCloseIcon
+ > :not(:hover)
+ > .jp-icon3[fill] {
+ fill: none;
+}
+.lm-DockPanel-tabBar
+ .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+ > .lm-TabBar-tabCloseIcon
+ > :not(:hover)
+ > .jp-icon-busy[fill] {
+ fill: var(--jp-inverse-layout-color3);
+}
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+ fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+ fill: var(--jp-brand-color1);
+}
+/* special handling for splash icon CSS. While the theme CSS reloads during
+ splash, the splash icon can loose theming. To prevent that, we set a
+ default for its color variable */
+:root {
+ --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+ margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+ fill: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[fill] {
+ fill: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[fill] {
+ fill: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[fill] {
+ fill: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[fill] {
+ fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+ stroke: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[stroke] {
+ stroke: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[stroke] {
+ stroke: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[stroke] {
+ stroke: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[stroke] {
+ stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+ fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[fill] {
+ fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[fill] {
+ fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[fill] {
+ fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[fill] {
+ fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+ stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[stroke] {
+ stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[stroke] {
+ stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[stroke] {
+ stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[stroke] {
+ stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) svg {
+ display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+ fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+ fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+ fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+ fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+ fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+ fill: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+ fill: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+ fill: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+ fill: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+ fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+ stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+ stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+ stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+ stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+ stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+ fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+ stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+ fill: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+ fill: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+ fill: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+ fill: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+ fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+ stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+ stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+ stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+ stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+ stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+ fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+ fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+ fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+ fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+ fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+ stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+ display: flex;
+ align-items: center;
+ padding-left: 4px;
+ padding-right: 4px;
+ font-size: var(--jp-ui-font-size1);
+ background-color: transparent;
+ color: var(--jp-ui-font-color1);
+ border: none;
+ height: 20px;
+}
+
+.jp-switch:hover {
+ background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+ margin-right: 5px;
+}
+
+.jp-switch-track {
+ cursor: pointer;
+ background-color: var(--jp-border-color1);
+ -webkit-transition: 0.4s;
+ transition: 0.4s;
+ border-radius: 34px;
+ height: 16px;
+ width: 35px;
+ position: relative;
+}
+
+.jp-switch-track::before {
+ content: '';
+ position: absolute;
+ height: 10px;
+ width: 10px;
+ margin: 3px;
+ left: 0px;
+ background-color: var(--jp-ui-inverse-font-color1);
+ -webkit-transition: 0.4s;
+ transition: 0.4s;
+ border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+ background-color: var(--jp-warn-color0);
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+ /* track width (35) - margins (3 + 3) - thumb width (10) */
+ left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+/* Override Blueprint's _reset.scss styles */
+html {
+ box-sizing: unset;
+}
+
+*,
+*::before,
+*::after {
+ box-sizing: unset;
+}
+
+body {
+ color: unset;
+ font-family: var(--jp-ui-font-family);
+}
+
+p {
+ margin-top: unset;
+ margin-bottom: unset;
+}
+
+small {
+ font-size: unset;
+}
+
+strong {
+ font-weight: unset;
+}
+
+/* Override Blueprint's _typography.scss styles */
+a {
+ text-decoration: unset;
+ color: unset;
+}
+a:hover {
+ text-decoration: unset;
+ color: unset;
+}
+
+/* Override Blueprint's _accessibility.scss styles */
+:focus {
+ outline: unset;
+ outline-offset: unset;
+ -moz-outline-radius: unset;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+ border-radius: var(--jp-border-radius);
+ padding: 0px 12px;
+ font-size: var(--jp-ui-font-size1);
+}
+
+/* Use our own theme for hover styles */
+button.jp-Button.bp3-button.bp3-minimal:hover {
+ background-color: var(--jp-layout-color2);
+}
+.jp-Button.minimal {
+ color: unset !important;
+}
+
+.jp-Button.jp-ToolbarButtonComponent {
+ text-transform: none;
+}
+
+.jp-InputGroup input {
+ box-sizing: border-box;
+ border-radius: 0;
+ background-color: transparent;
+ color: var(--jp-ui-font-color0);
+ box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.jp-InputGroup input:focus {
+ box-shadow: inset 0 0 0 var(--jp-border-width)
+ var(--jp-input-active-box-shadow-color),
+ inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+ color: var(--jp-ui-font-color3);
+}
+
+.jp-BPIcon {
+ display: inline-block;
+ vertical-align: middle;
+ margin: auto;
+}
+
+/* Stop blueprint futzing with our icon fills */
+.bp3-icon.jp-BPIcon > svg:not([fill]) {
+ fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-InputGroupAction {
+ padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+ background-color: initial;
+ border: none;
+ border-radius: 0;
+ box-shadow: none;
+ color: var(--jp-ui-font-color0);
+ display: block;
+ font-size: var(--jp-ui-font-size1);
+ height: 24px;
+ line-height: 14px;
+ padding: 0 25px 0 10px;
+ text-align: left;
+ -moz-appearance: none;
+ -webkit-appearance: none;
+}
+
+/* Use our own theme for hover and option styles */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+ background-color: var(--jp-layout-color2);
+ color: var(--jp-ui-font-color0);
+}
+select {
+ box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ border-top: 1px solid var(--jp-border-color2);
+ border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-Collapse-header {
+ padding: 1px 12px;
+ color: var(--jp-ui-font-color1);
+ background-color: var(--jp-layout-color1);
+ font-size: var(--jp-ui-font-size2);
+}
+
+.jp-Collapse-header:hover {
+ background-color: var(--jp-layout-color2);
+}
+
+.jp-Collapse-contents {
+ padding: 0px 12px 0px 12px;
+ background-color: var(--jp-layout-color1);
+ color: var(--jp-ui-font-color1);
+ overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+ --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+ padding-bottom: 0px;
+ color: var(--jp-ui-font-color1);
+ background: var(--jp-layout-color1);
+ /* This is needed so that all font sizing of children done in ems is
+ * relative to this base size */
+ font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+ position: absolute;
+ z-index: 10000;
+ top: 38px;
+ left: 30%;
+ margin: 0;
+ padding: 4px;
+ width: 40%;
+ box-shadow: var(--jp-elevation-z4);
+ border-radius: 4px;
+ background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+ max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+ display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+ display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+ margin-left: 4px;
+ margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+ .lm-CommandPalette
+ .lm-CommandPalette-item.lm-mod-disabled {
+ display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+ padding: 4px;
+ background-color: var(--jp-layout-color1);
+ z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+ overflow: overlay;
+ padding: 0px 9px;
+ background-color: var(--jp-input-active-background);
+ height: 30px;
+ box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+ box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+ inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.lm-CommandPalette-wrapper::after {
+ content: ' ';
+ color: white;
+ background-color: var(--jp-brand-color1);
+ position: absolute;
+ top: 4px;
+ right: 4px;
+ height: 30px;
+ width: 10px;
+ padding: 0px 10px;
+ background-image: var(--jp-icon-search-white);
+ background-size: 20px;
+ background-repeat: no-repeat;
+ background-position: center;
+}
+
+.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-color3);
+ font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+ margin-top: 0px;
+}
+
+.lm-CommandPalette-header {
+ border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+ color: var(--jp-ui-font-color1);
+ cursor: pointer;
+ display: flex;
+ font-size: var(--jp-ui-font-size0);
+ font-weight: 600;
+ letter-spacing: 1px;
+ margin-top: 8px;
+ padding: 8px 0 8px 12px;
+ text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+ background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+ background-color: transparent;
+ font-weight: bold;
+ color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+ padding: 4px 12px 4px 4px;
+ color: var(--jp-ui-font-color1);
+ font-size: var(--jp-ui-font-size1);
+ font-weight: 400;
+ display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+ color: var(--jp-ui-font-color3);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+ background: var(--jp-layout-color3);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+ background: var(--jp-layout-color4);
+}
+
+.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-color3);
+}
+
+.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: 0.4;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+ flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+ display: none;
+}
+
+.lm-CommandPalette-content {
+ background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty:after {
+ content: 'No results';
+ margin: auto;
+ margin-top: 20px;
+ width: 100px;
+ display: block;
+ font-size: var(--jp-ui-font-size2);
+ font-family: var(--jp-ui-font-family);
+ font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+ text-align: center;
+ margin-top: 24px;
+ line-height: 1.32;
+ padding: 0px 8px;
+ color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+ position: absolute;
+ z-index: 10000;
+ display: flex;
+ flex-direction: column;
+ align-items: center;
+ justify-content: center;
+ top: 0px;
+ left: 0px;
+ margin: 0;
+ padding: 0;
+ width: 100%;
+ height: 100%;
+ background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+ display: flex;
+ flex-direction: column;
+ margin-left: auto;
+ margin-right: auto;
+ background: var(--jp-layout-color1);
+ padding: 24px;
+ padding-bottom: 12px;
+ min-width: 300px;
+ min-height: 150px;
+ max-width: 1000px;
+ max-height: 500px;
+ box-sizing: border-box;
+ box-shadow: var(--jp-elevation-z20);
+ word-wrap: break-word;
+ border-radius: var(--jp-border-radius);
+ /* This is needed so that all font sizing of children done in ems is
+ * relative to this base size */
+ font-size: var(--jp-ui-font-size1);
+ color: var(--jp-ui-font-color1);
+ resize: both;
+}
+
+.jp-Dialog-button {
+ overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+ outline: 1px solid var(--jp-brand-color1);
+ outline-offset: 4px;
+ -moz-outline-radius: 0px;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+ border: 0;
+}
+
+button.jp-Dialog-close-button {
+ padding: 0;
+ height: 100%;
+ min-width: unset;
+ min-height: unset;
+}
+
+.jp-Dialog-header {
+ display: flex;
+ justify-content: space-between;
+ flex: 0 0 auto;
+ padding-bottom: 12px;
+ font-size: var(--jp-ui-font-size3);
+ font-weight: 400;
+ color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-body {
+ display: flex;
+ flex-direction: column;
+ flex: 1 1 auto;
+ font-size: var(--jp-ui-font-size1);
+ background: var(--jp-layout-color1);
+ overflow: auto;
+}
+
+.jp-Dialog-footer {
+ display: flex;
+ flex-direction: row;
+ justify-content: flex-end;
+ flex: 0 0 auto;
+ margin-left: -12px;
+ margin-right: -12px;
+ padding: 12px;
+}
+
+.jp-Dialog-title {
+ overflow: hidden;
+ white-space: nowrap;
+ text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+ width: 100%;
+}
+
+.jp-Dialog-body > button {
+ padding: 0px 16px;
+}
+
+.jp-Dialog-body > label {
+ line-height: 1.4;
+ color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+ margin-right: 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+ position: fixed;
+}
+
+.jp-HoverBox.jp-mod-outofview {
+ display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+ width: 100%;
+ height: 100%;
+}
+
+.jp-IFrame > iframe {
+ border: none;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+ position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame:before {
+ content: '';
+ position: absolute;
+ top: 0;
+ left: 0;
+ right: 0;
+ bottom: 0;
+ background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+ outline: none;
+}
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+ --md-red-50: #ffebee;
+ --md-red-100: #ffcdd2;
+ --md-red-200: #ef9a9a;
+ --md-red-300: #e57373;
+ --md-red-400: #ef5350;
+ --md-red-500: #f44336;
+ --md-red-600: #e53935;
+ --md-red-700: #d32f2f;
+ --md-red-800: #c62828;
+ --md-red-900: #b71c1c;
+ --md-red-A100: #ff8a80;
+ --md-red-A200: #ff5252;
+ --md-red-A400: #ff1744;
+ --md-red-A700: #d50000;
+
+ --md-pink-50: #fce4ec;
+ --md-pink-100: #f8bbd0;
+ --md-pink-200: #f48fb1;
+ --md-pink-300: #f06292;
+ --md-pink-400: #ec407a;
+ --md-pink-500: #e91e63;
+ --md-pink-600: #d81b60;
+ --md-pink-700: #c2185b;
+ --md-pink-800: #ad1457;
+ --md-pink-900: #880e4f;
+ --md-pink-A100: #ff80ab;
+ --md-pink-A200: #ff4081;
+ --md-pink-A400: #f50057;
+ --md-pink-A700: #c51162;
+
+ --md-purple-50: #f3e5f5;
+ --md-purple-100: #e1bee7;
+ --md-purple-200: #ce93d8;
+ --md-purple-300: #ba68c8;
+ --md-purple-400: #ab47bc;
+ --md-purple-500: #9c27b0;
+ --md-purple-600: #8e24aa;
+ --md-purple-700: #7b1fa2;
+ --md-purple-800: #6a1b9a;
+ --md-purple-900: #4a148c;
+ --md-purple-A100: #ea80fc;
+ --md-purple-A200: #e040fb;
+ --md-purple-A400: #d500f9;
+ --md-purple-A700: #aa00ff;
+
+ --md-deep-purple-50: #ede7f6;
+ --md-deep-purple-100: #d1c4e9;
+ --md-deep-purple-200: #b39ddb;
+ --md-deep-purple-300: #9575cd;
+ --md-deep-purple-400: #7e57c2;
+ --md-deep-purple-500: #673ab7;
+ --md-deep-purple-600: #5e35b1;
+ --md-deep-purple-700: #512da8;
+ --md-deep-purple-800: #4527a0;
+ --md-deep-purple-900: #311b92;
+ --md-deep-purple-A100: #b388ff;
+ --md-deep-purple-A200: #7c4dff;
+ --md-deep-purple-A400: #651fff;
+ --md-deep-purple-A700: #6200ea;
+
+ --md-indigo-50: #e8eaf6;
+ --md-indigo-100: #c5cae9;
+ --md-indigo-200: #9fa8da;
+ --md-indigo-300: #7986cb;
+ --md-indigo-400: #5c6bc0;
+ --md-indigo-500: #3f51b5;
+ --md-indigo-600: #3949ab;
+ --md-indigo-700: #303f9f;
+ --md-indigo-800: #283593;
+ --md-indigo-900: #1a237e;
+ --md-indigo-A100: #8c9eff;
+ --md-indigo-A200: #536dfe;
+ --md-indigo-A400: #3d5afe;
+ --md-indigo-A700: #304ffe;
+
+ --md-blue-50: #e3f2fd;
+ --md-blue-100: #bbdefb;
+ --md-blue-200: #90caf9;
+ --md-blue-300: #64b5f6;
+ --md-blue-400: #42a5f5;
+ --md-blue-500: #2196f3;
+ --md-blue-600: #1e88e5;
+ --md-blue-700: #1976d2;
+ --md-blue-800: #1565c0;
+ --md-blue-900: #0d47a1;
+ --md-blue-A100: #82b1ff;
+ --md-blue-A200: #448aff;
+ --md-blue-A400: #2979ff;
+ --md-blue-A700: #2962ff;
+
+ --md-light-blue-50: #e1f5fe;
+ --md-light-blue-100: #b3e5fc;
+ --md-light-blue-200: #81d4fa;
+ --md-light-blue-300: #4fc3f7;
+ --md-light-blue-400: #29b6f6;
+ --md-light-blue-500: #03a9f4;
+ --md-light-blue-600: #039be5;
+ --md-light-blue-700: #0288d1;
+ --md-light-blue-800: #0277bd;
+ --md-light-blue-900: #01579b;
+ --md-light-blue-A100: #80d8ff;
+ --md-light-blue-A200: #40c4ff;
+ --md-light-blue-A400: #00b0ff;
+ --md-light-blue-A700: #0091ea;
+
+ --md-cyan-50: #e0f7fa;
+ --md-cyan-100: #b2ebf2;
+ --md-cyan-200: #80deea;
+ --md-cyan-300: #4dd0e1;
+ --md-cyan-400: #26c6da;
+ --md-cyan-500: #00bcd4;
+ --md-cyan-600: #00acc1;
+ --md-cyan-700: #0097a7;
+ --md-cyan-800: #00838f;
+ --md-cyan-900: #006064;
+ --md-cyan-A100: #84ffff;
+ --md-cyan-A200: #18ffff;
+ --md-cyan-A400: #00e5ff;
+ --md-cyan-A700: #00b8d4;
+
+ --md-teal-50: #e0f2f1;
+ --md-teal-100: #b2dfdb;
+ --md-teal-200: #80cbc4;
+ --md-teal-300: #4db6ac;
+ --md-teal-400: #26a69a;
+ --md-teal-500: #009688;
+ --md-teal-600: #00897b;
+ --md-teal-700: #00796b;
+ --md-teal-800: #00695c;
+ --md-teal-900: #004d40;
+ --md-teal-A100: #a7ffeb;
+ --md-teal-A200: #64ffda;
+ --md-teal-A400: #1de9b6;
+ --md-teal-A700: #00bfa5;
+
+ --md-green-50: #e8f5e9;
+ --md-green-100: #c8e6c9;
+ --md-green-200: #a5d6a7;
+ --md-green-300: #81c784;
+ --md-green-400: #66bb6a;
+ --md-green-500: #4caf50;
+ --md-green-600: #43a047;
+ --md-green-700: #388e3c;
+ --md-green-800: #2e7d32;
+ --md-green-900: #1b5e20;
+ --md-green-A100: #b9f6ca;
+ --md-green-A200: #69f0ae;
+ --md-green-A400: #00e676;
+ --md-green-A700: #00c853;
+
+ --md-light-green-50: #f1f8e9;
+ --md-light-green-100: #dcedc8;
+ --md-light-green-200: #c5e1a5;
+ --md-light-green-300: #aed581;
+ --md-light-green-400: #9ccc65;
+ --md-light-green-500: #8bc34a;
+ --md-light-green-600: #7cb342;
+ --md-light-green-700: #689f38;
+ --md-light-green-800: #558b2f;
+ --md-light-green-900: #33691e;
+ --md-light-green-A100: #ccff90;
+ --md-light-green-A200: #b2ff59;
+ --md-light-green-A400: #76ff03;
+ --md-light-green-A700: #64dd17;
+
+ --md-lime-50: #f9fbe7;
+ --md-lime-100: #f0f4c3;
+ --md-lime-200: #e6ee9c;
+ --md-lime-300: #dce775;
+ --md-lime-400: #d4e157;
+ --md-lime-500: #cddc39;
+ --md-lime-600: #c0ca33;
+ --md-lime-700: #afb42b;
+ --md-lime-800: #9e9d24;
+ --md-lime-900: #827717;
+ --md-lime-A100: #f4ff81;
+ --md-lime-A200: #eeff41;
+ --md-lime-A400: #c6ff00;
+ --md-lime-A700: #aeea00;
+
+ --md-yellow-50: #fffde7;
+ --md-yellow-100: #fff9c4;
+ --md-yellow-200: #fff59d;
+ --md-yellow-300: #fff176;
+ --md-yellow-400: #ffee58;
+ --md-yellow-500: #ffeb3b;
+ --md-yellow-600: #fdd835;
+ --md-yellow-700: #fbc02d;
+ --md-yellow-800: #f9a825;
+ --md-yellow-900: #f57f17;
+ --md-yellow-A100: #ffff8d;
+ --md-yellow-A200: #ffff00;
+ --md-yellow-A400: #ffea00;
+ --md-yellow-A700: #ffd600;
+
+ --md-amber-50: #fff8e1;
+ --md-amber-100: #ffecb3;
+ --md-amber-200: #ffe082;
+ --md-amber-300: #ffd54f;
+ --md-amber-400: #ffca28;
+ --md-amber-500: #ffc107;
+ --md-amber-600: #ffb300;
+ --md-amber-700: #ffa000;
+ --md-amber-800: #ff8f00;
+ --md-amber-900: #ff6f00;
+ --md-amber-A100: #ffe57f;
+ --md-amber-A200: #ffd740;
+ --md-amber-A400: #ffc400;
+ --md-amber-A700: #ffab00;
+
+ --md-orange-50: #fff3e0;
+ --md-orange-100: #ffe0b2;
+ --md-orange-200: #ffcc80;
+ --md-orange-300: #ffb74d;
+ --md-orange-400: #ffa726;
+ --md-orange-500: #ff9800;
+ --md-orange-600: #fb8c00;
+ --md-orange-700: #f57c00;
+ --md-orange-800: #ef6c00;
+ --md-orange-900: #e65100;
+ --md-orange-A100: #ffd180;
+ --md-orange-A200: #ffab40;
+ --md-orange-A400: #ff9100;
+ --md-orange-A700: #ff6d00;
+
+ --md-deep-orange-50: #fbe9e7;
+ --md-deep-orange-100: #ffccbc;
+ --md-deep-orange-200: #ffab91;
+ --md-deep-orange-300: #ff8a65;
+ --md-deep-orange-400: #ff7043;
+ --md-deep-orange-500: #ff5722;
+ --md-deep-orange-600: #f4511e;
+ --md-deep-orange-700: #e64a19;
+ --md-deep-orange-800: #d84315;
+ --md-deep-orange-900: #bf360c;
+ --md-deep-orange-A100: #ff9e80;
+ --md-deep-orange-A200: #ff6e40;
+ --md-deep-orange-A400: #ff3d00;
+ --md-deep-orange-A700: #dd2c00;
+
+ --md-brown-50: #efebe9;
+ --md-brown-100: #d7ccc8;
+ --md-brown-200: #bcaaa4;
+ --md-brown-300: #a1887f;
+ --md-brown-400: #8d6e63;
+ --md-brown-500: #795548;
+ --md-brown-600: #6d4c41;
+ --md-brown-700: #5d4037;
+ --md-brown-800: #4e342e;
+ --md-brown-900: #3e2723;
+
+ --md-grey-50: #fafafa;
+ --md-grey-100: #f5f5f5;
+ --md-grey-200: #eeeeee;
+ --md-grey-300: #e0e0e0;
+ --md-grey-400: #bdbdbd;
+ --md-grey-500: #9e9e9e;
+ --md-grey-600: #757575;
+ --md-grey-700: #616161;
+ --md-grey-800: #424242;
+ --md-grey-900: #212121;
+
+ --md-blue-grey-50: #eceff1;
+ --md-blue-grey-100: #cfd8dc;
+ --md-blue-grey-200: #b0bec5;
+ --md-blue-grey-300: #90a4ae;
+ --md-blue-grey-400: #78909c;
+ --md-blue-grey-500: #607d8b;
+ --md-blue-grey-600: #546e7a;
+ --md-blue-grey-700: #455a64;
+ --md-blue-grey-800: #37474f;
+ --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+ position: absolute;
+ display: flex;
+ justify-content: center;
+ align-items: center;
+ z-index: 10;
+ left: 0;
+ top: 0;
+ width: 100%;
+ height: 100%;
+ background: var(--jp-layout-color0);
+ outline: none;
+}
+
+.jp-SpinnerContent {
+ font-size: 10px;
+ margin: 50px auto;
+ text-indent: -9999em;
+ width: 3em;
+ height: 3em;
+ border-radius: 50%;
+ background: var(--jp-brand-color3);
+ background: linear-gradient(
+ to right,
+ #f37626 10%,
+ rgba(255, 255, 255, 0) 42%
+ );
+ position: relative;
+ animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent:before {
+ width: 50%;
+ height: 50%;
+ background: #f37626;
+ border-radius: 100% 0 0 0;
+ position: absolute;
+ top: 0;
+ left: 0;
+ content: '';
+}
+
+.jp-SpinnerContent:after {
+ background: var(--jp-layout-color0);
+ width: 75%;
+ height: 75%;
+ border-radius: 50%;
+ content: '';
+ margin: auto;
+ position: absolute;
+ top: 0;
+ left: 0;
+ bottom: 0;
+ right: 0;
+}
+
+@keyframes fadeIn {
+ 0% {
+ opacity: 0;
+ }
+ 100% {
+ opacity: 1;
+ }
+}
+
+@keyframes load3 {
+ 0% {
+ transform: rotate(0deg);
+ }
+ 100% {
+ transform: rotate(360deg);
+ }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+ font-size: var(--jp-ui-font-size1);
+ color: var(--jp-ui-font-color0);
+ border: none;
+ box-sizing: border-box;
+ text-align: center;
+ line-height: 32px;
+ height: 32px;
+ padding: 0px 12px;
+ letter-spacing: 0.8px;
+ outline: none;
+ appearance: none;
+ -webkit-appearance: none;
+ -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+ background: var(--jp-input-background);
+ height: 28px;
+ box-sizing: border-box;
+ border: var(--jp-border-width) solid var(--jp-border-color1);
+ padding-left: 7px;
+ padding-right: 7px;
+ font-size: var(--jp-ui-font-size2);
+ color: var(--jp-ui-font-color0);
+ outline: none;
+ appearance: none;
+ -webkit-appearance: none;
+ -moz-appearance: none;
+}
+
+input.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);
+ height: 28px;
+ box-sizing: border-box;
+ margin-bottom: 12px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+ border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+ box-shadow: var(--jp-input-box-shadow);
+ background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+ background-color: var(--jp-layout-color1);
+ cursor: pointer;
+ color: var(--jp-ui-font-color0);
+ background-color: var(--jp-input-hover-background);
+ box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+ flex: 1 1 auto;
+ height: 32px;
+ width: 100%;
+ font-size: var(--jp-ui-font-size2);
+ background: var(--jp-input-background);
+ color: var(--jp-ui-font-color0);
+ padding: 0 25px 0 8px;
+ border: var(--jp-border-width) solid var(--jp-input-border-color);
+ border-radius: 0px;
+ outline: none;
+ appearance: none;
+ -webkit-appearance: none;
+ -moz-appearance: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+ --jp-private-toolbar-height: calc(
+ 28px + var(--jp-border-width)
+ ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+ color: var(--jp-ui-font-color1);
+ flex: 0 0 auto;
+ display: flex;
+ flex-direction: row;
+ border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+ box-shadow: var(--jp-toolbar-box-shadow);
+ background: var(--jp-toolbar-background);
+ min-height: var(--jp-toolbar-micro-height);
+ padding: 2px;
+ z-index: 1;
+ overflow-x: hidden;
+}
+
+.jp-Toolbar:hover {
+ overflow-x: auto;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+ flex-grow: 1;
+ flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+ display: inline-block;
+ width: 32px;
+ background-repeat: no-repeat;
+ background-position: center;
+ background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+ flex: 0 0 auto;
+ display: flex;
+ padding-left: 1px;
+ padding-right: 1px;
+ font-size: var(--jp-ui-font-size1);
+ line-height: var(--jp-private-toolbar-height);
+ height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+ color: transparent;
+ border: none;
+ box-sizing: border-box;
+ outline: none;
+ appearance: none;
+ -webkit-appearance: none;
+ -moz-appearance: none;
+ padding: 0px;
+ margin: 0px;
+}
+
+button.jp-ToolbarButtonComponent {
+ background: var(--jp-layout-color1);
+ border: none;
+ box-sizing: border-box;
+ outline: none;
+ appearance: none;
+ -webkit-appearance: none;
+ -moz-appearance: none;
+ padding: 0px 6px;
+ margin: 0px;
+ height: 24px;
+ border-radius: var(--jp-border-radius);
+ display: flex;
+ align-items: center;
+ text-align: center;
+ font-size: 14px;
+ min-width: unset;
+ min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+ opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent span {
+ padding: 0px;
+ flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+ font-size: var(--jp-ui-font-size1);
+ line-height: 100%;
+ padding-left: 2px;
+ color: var(--jp-ui-font-color1);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+ .jp-MainAreaWidget
+ > .jp-Toolbar.jp-Toolbar-micro {
+ padding: 0;
+ min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+ .jp-MainAreaWidget
+ > .jp-Toolbar {
+ border: none;
+ box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
+body.lm-mod-override-cursor * {
+ cursor: inherit !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+ display: flex;
+ flex-direction: column;
+ width: 100%;
+}
+
+.jp-JSONEditor-host {
+ flex: 1 1 auto;
+ border: var(--jp-border-width) solid var(--jp-input-border-color);
+ border-radius: 0px;
+ background: var(--jp-layout-color0);
+ min-height: 50px;
+ padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+ border-color: red;
+ outline-color: red;
+}
+
+.jp-JSONEditor-header {
+ display: flex;
+ flex: 1 0 auto;
+ padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+ flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+ height: 16px;
+ width: 16px;
+ background-size: 18px;
+ background-repeat: no-repeat;
+ background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+ background-color: var(--jp-input-active-background);
+ border: 1px solid var(--jp-input-active-border-color);
+ box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+ border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+ box-shadow: var(--jp-input-box-shadow);
+}
+
+/* BASICS */
+
+.CodeMirror {
+ /* Set height, width, borders, and global font properties here */
+ font-family: monospace;
+ height: 300px;
+ color: black;
+ direction: ltr;
+}
+
+/* PADDING */
+
+.CodeMirror-lines {
+ padding: 4px 0; /* Vertical padding around content */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+ padding: 0 4px; /* Horizontal padding of content */
+}
+
+.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+ background-color: white; /* The little square between H and V scrollbars */
+}
+
+/* GUTTER */
+
+.CodeMirror-gutters {
+ border-right: 1px solid #ddd;
+ background-color: #f7f7f7;
+ white-space: nowrap;
+}
+.CodeMirror-linenumbers {}
+.CodeMirror-linenumber {
+ padding: 0 3px 0 5px;
+ min-width: 20px;
+ text-align: right;
+ color: #999;
+ white-space: nowrap;
+}
+
+.CodeMirror-guttermarker { color: black; }
+.CodeMirror-guttermarker-subtle { color: #999; }
+
+/* CURSOR */
+
+.CodeMirror-cursor {
+ border-left: 1px solid black;
+ border-right: none;
+ width: 0;
+}
+/* Shown when moving in bi-directional text */
+.CodeMirror div.CodeMirror-secondarycursor {
+ border-left: 1px solid silver;
+}
+.cm-fat-cursor .CodeMirror-cursor {
+ width: auto;
+ border: 0 !important;
+ background: #7e7;
+}
+.cm-fat-cursor div.CodeMirror-cursors {
+ z-index: 1;
+}
+.cm-fat-cursor-mark {
+ background-color: rgba(20, 255, 20, 0.5);
+ -webkit-animation: blink 1.06s steps(1) infinite;
+ -moz-animation: blink 1.06s steps(1) infinite;
+ animation: blink 1.06s steps(1) infinite;
+}
+.cm-animate-fat-cursor {
+ width: auto;
+ border: 0;
+ -webkit-animation: blink 1.06s steps(1) infinite;
+ -moz-animation: blink 1.06s steps(1) infinite;
+ animation: blink 1.06s steps(1) infinite;
+ background-color: #7e7;
+}
+@-moz-keyframes blink {
+ 0% {}
+ 50% { background-color: transparent; }
+ 100% {}
+}
+@-webkit-keyframes blink {
+ 0% {}
+ 50% { background-color: transparent; }
+ 100% {}
+}
+@keyframes blink {
+ 0% {}
+ 50% { background-color: transparent; }
+ 100% {}
+}
+
+/* Can style cursor different in overwrite (non-insert) mode */
+.CodeMirror-overwrite .CodeMirror-cursor {}
+
+.cm-tab { display: inline-block; text-decoration: inherit; }
+
+.CodeMirror-rulers {
+ position: absolute;
+ left: 0; right: 0; top: -50px; bottom: 0;
+ overflow: hidden;
+}
+.CodeMirror-ruler {
+ border-left: 1px solid #ccc;
+ top: 0; bottom: 0;
+ position: absolute;
+}
+
+/* DEFAULT THEME */
+
+.cm-s-default .cm-header {color: blue;}
+.cm-s-default .cm-quote {color: #090;}
+.cm-negative {color: #d44;}
+.cm-positive {color: #292;}
+.cm-header, .cm-strong {font-weight: bold;}
+.cm-em {font-style: italic;}
+.cm-link {text-decoration: underline;}
+.cm-strikethrough {text-decoration: line-through;}
+
+.cm-s-default .cm-keyword {color: #708;}
+.cm-s-default .cm-atom {color: #219;}
+.cm-s-default .cm-number {color: #164;}
+.cm-s-default .cm-def {color: #00f;}
+.cm-s-default .cm-variable,
+.cm-s-default .cm-punctuation,
+.cm-s-default .cm-property,
+.cm-s-default .cm-operator {}
+.cm-s-default .cm-variable-2 {color: #05a;}
+.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
+.cm-s-default .cm-comment {color: #a50;}
+.cm-s-default .cm-string {color: #a11;}
+.cm-s-default .cm-string-2 {color: #f50;}
+.cm-s-default .cm-meta {color: #555;}
+.cm-s-default .cm-qualifier {color: #555;}
+.cm-s-default .cm-builtin {color: #30a;}
+.cm-s-default .cm-bracket {color: #997;}
+.cm-s-default .cm-tag {color: #170;}
+.cm-s-default .cm-attribute {color: #00c;}
+.cm-s-default .cm-hr {color: #999;}
+.cm-s-default .cm-link {color: #00c;}
+
+.cm-s-default .cm-error {color: #f00;}
+.cm-invalidchar {color: #f00;}
+
+.CodeMirror-composing { border-bottom: 2px solid; }
+
+/* Default styles for common addons */
+
+div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
+div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
+.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
+.CodeMirror-activeline-background {background: #e8f2ff;}
+
+/* STOP */
+
+/* The rest of this file contains styles related to the mechanics of
+ the editor. You probably shouldn't touch them. */
+
+.CodeMirror {
+ position: relative;
+ overflow: hidden;
+ background: white;
+}
+
+.CodeMirror-scroll {
+ overflow: scroll !important; /* Things will break if this is overridden */
+ /* 50px is the magic margin used to hide the element's real scrollbars */
+ /* See overflow: hidden in .CodeMirror */
+ margin-bottom: -50px; margin-right: -50px;
+ padding-bottom: 50px;
+ height: 100%;
+ outline: none; /* Prevent dragging from highlighting the element */
+ position: relative;
+}
+.CodeMirror-sizer {
+ position: relative;
+ border-right: 50px solid transparent;
+}
+
+/* The fake, visible scrollbars. Used to force redraw during scrolling
+ before actual scrolling happens, thus preventing shaking and
+ flickering artifacts. */
+.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+ position: absolute;
+ z-index: 6;
+ display: none;
+}
+.CodeMirror-vscrollbar {
+ right: 0; top: 0;
+ overflow-x: hidden;
+ overflow-y: scroll;
+}
+.CodeMirror-hscrollbar {
+ bottom: 0; left: 0;
+ overflow-y: hidden;
+ overflow-x: scroll;
+}
+.CodeMirror-scrollbar-filler {
+ right: 0; bottom: 0;
+}
+.CodeMirror-gutter-filler {
+ left: 0; bottom: 0;
+}
+
+.CodeMirror-gutters {
+ position: absolute; left: 0; top: 0;
+ min-height: 100%;
+ z-index: 3;
+}
+.CodeMirror-gutter {
+ white-space: normal;
+ height: 100%;
+ display: inline-block;
+ vertical-align: top;
+ margin-bottom: -50px;
+}
+.CodeMirror-gutter-wrapper {
+ position: absolute;
+ z-index: 4;
+ background: none !important;
+ border: none !important;
+}
+.CodeMirror-gutter-background {
+ position: absolute;
+ top: 0; bottom: 0;
+ z-index: 4;
+}
+.CodeMirror-gutter-elt {
+ position: absolute;
+ cursor: default;
+ z-index: 4;
+}
+.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
+.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }
+
+.CodeMirror-lines {
+ cursor: text;
+ min-height: 1px; /* prevents collapsing before first draw */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+ /* Reset some styles that the rest of the page might have set */
+ -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
+ border-width: 0;
+ background: transparent;
+ font-family: inherit;
+ font-size: inherit;
+ margin: 0;
+ white-space: pre;
+ word-wrap: normal;
+ line-height: inherit;
+ color: inherit;
+ z-index: 2;
+ position: relative;
+ overflow: visible;
+ -webkit-tap-highlight-color: transparent;
+ -webkit-font-variant-ligatures: contextual;
+ font-variant-ligatures: contextual;
+}
+.CodeMirror-wrap pre.CodeMirror-line,
+.CodeMirror-wrap pre.CodeMirror-line-like {
+ word-wrap: break-word;
+ white-space: pre-wrap;
+ word-break: normal;
+}
+
+.CodeMirror-linebackground {
+ position: absolute;
+ left: 0; right: 0; top: 0; bottom: 0;
+ z-index: 0;
+}
+
+.CodeMirror-linewidget {
+ position: relative;
+ z-index: 2;
+ padding: 0.1px; /* Force widget margins to stay inside of the container */
+}
+
+.CodeMirror-widget {}
+
+.CodeMirror-rtl pre { direction: rtl; }
+
+.CodeMirror-code {
+ outline: none;
+}
+
+/* Force content-box sizing for the elements where we expect it */
+.CodeMirror-scroll,
+.CodeMirror-sizer,
+.CodeMirror-gutter,
+.CodeMirror-gutters,
+.CodeMirror-linenumber {
+ -moz-box-sizing: content-box;
+ box-sizing: content-box;
+}
+
+.CodeMirror-measure {
+ position: absolute;
+ width: 100%;
+ height: 0;
+ overflow: hidden;
+ visibility: hidden;
+}
+
+.CodeMirror-cursor {
+ position: absolute;
+ pointer-events: none;
+}
+.CodeMirror-measure pre { position: static; }
+
+div.CodeMirror-cursors {
+ visibility: hidden;
+ position: relative;
+ z-index: 3;
+}
+div.CodeMirror-dragcursors {
+ visibility: visible;
+}
+
+.CodeMirror-focused div.CodeMirror-cursors {
+ visibility: visible;
+}
+
+.CodeMirror-selected { background: #d9d9d9; }
+.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
+.CodeMirror-crosshair { cursor: crosshair; }
+.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
+.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }
+
+.cm-searching {
+ background-color: #ffa;
+ background-color: rgba(255, 255, 0, .4);
+}
+
+/* Used to force a border model for a node */
+.cm-force-border { padding-right: .1px; }
+
+@media print {
+ /* Hide the cursor when printing */
+ .CodeMirror div.CodeMirror-cursors {
+ visibility: hidden;
+ }
+}
+
+/* See issue #2901 */
+.cm-tab-wrap-hack:after { content: ''; }
+
+/* Help users use markselection to safely style text background */
+span.CodeMirror-selectedtext { background: none; }
+
+.CodeMirror-dialog {
+ position: absolute;
+ left: 0; right: 0;
+ background: inherit;
+ z-index: 15;
+ padding: .1em .8em;
+ overflow: hidden;
+ color: inherit;
+}
+
+.CodeMirror-dialog-top {
+ border-bottom: 1px solid #eee;
+ top: 0;
+}
+
+.CodeMirror-dialog-bottom {
+ border-top: 1px solid #eee;
+ bottom: 0;
+}
+
+.CodeMirror-dialog input {
+ border: none;
+ outline: none;
+ background: transparent;
+ width: 20em;
+ color: inherit;
+ font-family: monospace;
+}
+
+.CodeMirror-dialog button {
+ font-size: 70%;
+}
+
+.CodeMirror-foldmarker {
+ color: blue;
+ text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
+ font-family: arial;
+ line-height: .3;
+ cursor: pointer;
+}
+.CodeMirror-foldgutter {
+ width: .7em;
+}
+.CodeMirror-foldgutter-open,
+.CodeMirror-foldgutter-folded {
+ cursor: pointer;
+}
+.CodeMirror-foldgutter-open:after {
+ content: "\25BE";
+}
+.CodeMirror-foldgutter-folded:after {
+ content: "\25B8";
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.CodeMirror {
+ line-height: var(--jp-code-line-height);
+ font-size: var(--jp-code-font-size);
+ font-family: var(--jp-code-font-family);
+ border: 0;
+ border-radius: 0;
+ height: auto;
+ /* Changed to auto to autogrow */
+}
+
+.CodeMirror pre {
+ padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
+ background-color: var(--jp-layout-color0);
+ color: var(--jp-content-font-color1);
+}
+
+/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
+/* May not cause it not because we changed it! */
+.CodeMirror-lines {
+ padding: var(--jp-code-padding) 0;
+}
+
+.CodeMirror-linenumber {
+ padding: 0 8px;
+}
+
+.jp-CodeMirrorEditor {
+ cursor: text;
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+ border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+ .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+ border-left: var(--jp-code-cursor-width1) solid
+ var(--jp-editor-cursor-color);
+ }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+ .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+ border-left: var(--jp-code-cursor-width2) solid
+ var(--jp-editor-cursor-color);
+ }
+}
+
+.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
+ display: none;
+}
+
+.CodeMirror-gutters {
+ border-right: 1px solid var(--jp-border-color2);
+ background-color: var(--jp-layout-color0);
+}
+
+.jp-CollaboratorCursor {
+ border-left: 5px solid transparent;
+ border-right: 5px solid transparent;
+ border-top: none;
+ border-bottom: 3px solid;
+ background-clip: content-box;
+ margin-left: -5px;
+ margin-right: -5px;
+}
+
+.CodeMirror-selectedtext.cm-searching {
+ background-color: var(--jp-search-selected-match-background-color) !important;
+ color: var(--jp-search-selected-match-color) !important;
+}
+
+.cm-searching {
+ background-color: var(
+ --jp-search-unselected-match-background-color
+ ) !important;
+ color: var(--jp-search-unselected-match-color) !important;
+}
+
+.CodeMirror-focused .CodeMirror-selected {
+ background-color: var(--jp-editor-selected-focused-background);
+}
+
+.CodeMirror-selected {
+ background-color: var(--jp-editor-selected-background);
+}
+
+.jp-CollaboratorCursor-hover {
+ position: absolute;
+ z-index: 1;
+ transform: translateX(-50%);
+ color: white;
+ border-radius: 3px;
+ padding-left: 4px;
+ padding-right: 4px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+ text-align: center;
+ font-size: var(--jp-ui-font-size1);
+ white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+ border-left: 1px dashed var(--jp-border-color2);
+}
+
+/**
+ * Here is our jupyter theme for CodeMirror syntax highlighting
+ * This is used in our marked.js syntax highlighting and CodeMirror itself
+ * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
+ * This came from the classic notebook, which came form highlight.js/GitHub
+ */
+
+/**
+ * CodeMirror themes are handling the background/color in this way. This works
+ * fine for CodeMirror editors outside the notebook, but the notebook styles
+ * these things differently.
+ */
+.CodeMirror.cm-s-jupyter {
+ background: var(--jp-layout-color0);
+ color: var(--jp-content-font-color1);
+}
+
+/* In the notebook, we want this styling to be handled by its container */
+.jp-CodeConsole .CodeMirror.cm-s-jupyter,
+.jp-Notebook .CodeMirror.cm-s-jupyter {
+ background: transparent;
+}
+
+.cm-s-jupyter .CodeMirror-cursor {
+ border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+.cm-s-jupyter span.cm-keyword {
+ color: var(--jp-mirror-editor-keyword-color);
+ font-weight: bold;
+}
+.cm-s-jupyter span.cm-atom {
+ color: var(--jp-mirror-editor-atom-color);
+}
+.cm-s-jupyter span.cm-number {
+ color: var(--jp-mirror-editor-number-color);
+}
+.cm-s-jupyter span.cm-def {
+ color: var(--jp-mirror-editor-def-color);
+}
+.cm-s-jupyter span.cm-variable {
+ color: var(--jp-mirror-editor-variable-color);
+}
+.cm-s-jupyter span.cm-variable-2 {
+ color: var(--jp-mirror-editor-variable-2-color);
+}
+.cm-s-jupyter span.cm-variable-3 {
+ color: var(--jp-mirror-editor-variable-3-color);
+}
+.cm-s-jupyter span.cm-punctuation {
+ color: var(--jp-mirror-editor-punctuation-color);
+}
+.cm-s-jupyter span.cm-property {
+ color: var(--jp-mirror-editor-property-color);
+}
+.cm-s-jupyter span.cm-operator {
+ color: var(--jp-mirror-editor-operator-color);
+ font-weight: bold;
+}
+.cm-s-jupyter span.cm-comment {
+ color: var(--jp-mirror-editor-comment-color);
+ font-style: italic;
+}
+.cm-s-jupyter span.cm-string {
+ color: var(--jp-mirror-editor-string-color);
+}
+.cm-s-jupyter span.cm-string-2 {
+ color: var(--jp-mirror-editor-string-2-color);
+}
+.cm-s-jupyter span.cm-meta {
+ color: var(--jp-mirror-editor-meta-color);
+}
+.cm-s-jupyter span.cm-qualifier {
+ color: var(--jp-mirror-editor-qualifier-color);
+}
+.cm-s-jupyter span.cm-builtin {
+ color: var(--jp-mirror-editor-builtin-color);
+}
+.cm-s-jupyter span.cm-bracket {
+ color: var(--jp-mirror-editor-bracket-color);
+}
+.cm-s-jupyter span.cm-tag {
+ color: var(--jp-mirror-editor-tag-color);
+}
+.cm-s-jupyter span.cm-attribute {
+ color: var(--jp-mirror-editor-attribute-color);
+}
+.cm-s-jupyter span.cm-header {
+ color: var(--jp-mirror-editor-header-color);
+}
+.cm-s-jupyter span.cm-quote {
+ color: var(--jp-mirror-editor-quote-color);
+}
+.cm-s-jupyter span.cm-link {
+ color: var(--jp-mirror-editor-link-color);
+}
+.cm-s-jupyter span.cm-error {
+ color: var(--jp-mirror-editor-error-color);
+}
+.cm-s-jupyter span.cm-hr {
+ color: #999;
+}
+
+.cm-s-jupyter span.cm-tab {
+ background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+ background-position: right;
+ background-repeat: no-repeat;
+}
+
+.cm-s-jupyter .CodeMirror-activeline-background,
+.cm-s-jupyter .CodeMirror-gutter {
+ background-color: var(--jp-layout-color2);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+ /* This is the padding value to fill the gaps between lines containing spans with background color. */
+ --jp-private-code-span-padding: calc(
+ (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+ );
+}
+
+.jp-RenderedText {
+ text-align: left;
+ padding-left: var(--jp-code-padding);
+ line-height: var(--jp-code-line-height);
+ font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+ color: var(--jp-content-font-color1);
+ font-size: var(--jp-code-font-size);
+ border: none;
+ margin: 0px;
+ padding: 0px;
+}
+
+.jp-RenderedText pre a:link {
+ text-decoration: none;
+ color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:hover {
+ text-decoration: underline;
+ color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:visited {
+ text-decoration: none;
+ color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+ color: #3e424d;
+}
+.jp-RenderedText pre .ansi-red-fg {
+ color: #e75c58;
+}
+.jp-RenderedText pre .ansi-green-fg {
+ color: #00a250;
+}
+.jp-RenderedText pre .ansi-yellow-fg {
+ color: #ddb62b;
+}
+.jp-RenderedText pre .ansi-blue-fg {
+ color: #208ffb;
+}
+.jp-RenderedText pre .ansi-magenta-fg {
+ color: #d160c4;
+}
+.jp-RenderedText pre .ansi-cyan-fg {
+ color: #60c6c8;
+}
+.jp-RenderedText pre .ansi-white-fg {
+ color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+ background-color: #3e424d;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-bg {
+ background-color: #e75c58;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-bg {
+ background-color: #00a250;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-bg {
+ background-color: #ddb62b;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-bg {
+ background-color: #208ffb;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-bg {
+ background-color: #d160c4;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-bg {
+ background-color: #60c6c8;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-bg {
+ background-color: #c5c1b4;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+ color: #282c36;
+}
+.jp-RenderedText pre .ansi-red-intense-fg {
+ color: #b22b31;
+}
+.jp-RenderedText pre .ansi-green-intense-fg {
+ color: #007427;
+}
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+ color: #b27d12;
+}
+.jp-RenderedText pre .ansi-blue-intense-fg {
+ color: #0065ca;
+}
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+ color: #a03196;
+}
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+ color: #258f8f;
+}
+.jp-RenderedText pre .ansi-white-intense-fg {
+ color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+ background-color: #282c36;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-intense-bg {
+ background-color: #b22b31;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-intense-bg {
+ background-color: #007427;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+ background-color: #b27d12;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-intense-bg {
+ background-color: #0065ca;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+ background-color: #a03196;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+ background-color: #258f8f;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-intense-bg {
+ background-color: #a1a6b2;
+ padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+ color: var(--jp-ui-inverse-font-color0);
+}
+.jp-RenderedText pre .ansi-default-inverse-bg {
+ background-color: var(--jp-inverse-layout-color0);
+ padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+ font-weight: bold;
+}
+.jp-RenderedText pre .ansi-underline {
+ text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+ background: var(--jp-rendermime-error-background);
+ padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+ color: var(--jp-content-font-color1);
+ font-size: var(--jp-content-font-size1);
+ line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+ padding: var(--jp-code-padding);
+ text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+ color: var(--jp-content-font-color1);
+ font-family: var(--jp-content-font-family);
+ font-size: var(--jp-content-font-size1);
+ line-height: var(--jp-content-line-height);
+ /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+ padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+ font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+ font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+ text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+ text-decoration: none;
+ color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+ text-decoration: underline;
+ color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+ text-decoration: none;
+ color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+ line-height: var(--jp-content-heading-line-height);
+ font-weight: var(--jp-content-heading-font-weight);
+ font-style: normal;
+ margin: var(--jp-content-heading-margin-top) 0
+ var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+ margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+ margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+ font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+ font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+ font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+ font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+ font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+ font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+ padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+ list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+ list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+ list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+ list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+ list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+ list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+ list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+ list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+ margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+ margin-bottom: 0em;
+}
+
+.jp-RenderedHTMLCommon hr {
+ color: var(--jp-border-color2);
+ background-color: var(--jp-border-color1);
+ margin-top: 1em;
+ margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+ margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+ border: 0;
+ background-color: var(--jp-layout-color0);
+ color: var(--jp-content-font-color1);
+ font-family: var(--jp-code-font-family);
+ font-size: inherit;
+ line-height: var(--jp-code-line-height);
+ padding: 0;
+ white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+ background-color: var(--jp-layout-color2);
+ padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+ border-collapse: collapse;
+ border-spacing: 0;
+ border: none;
+ color: var(--jp-ui-font-color1);
+ font-size: 12px;
+ table-layout: fixed;
+ margin-left: auto;
+ margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+ border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+ vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+ vertical-align: middle;
+ padding: 0.5em 0.5em;
+ line-height: normal;
+ white-space: normal;
+ max-width: none;
+ border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+ max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+ text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+ font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+ background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+ background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+ background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon table {
+ margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon p {
+ text-align: left;
+ margin: 0px;
+}
+
+.jp-RenderedHTMLCommon p {
+ margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+ -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+ display: block;
+ margin-left: 0;
+ margin-right: 0;
+ margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+ background-color: var(--jp-inverse-layout-color1);
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+ background-color: var(--jp-inverse-layout-color1);
+}
+/* ...or leave it untouched if they don't */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+ max-width: 100%;
+ height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+ max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+ padding: var(--jp-notebook-padding);
+ border: var(--jp-border-width) solid transparent;
+ border-radius: var(--jp-border-radius);
+ margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+ color: var(--jp-info-color0);
+ background-color: var(--jp-info-color3);
+ border-color: var(--jp-info-color2);
+}
+.jp-RenderedHTMLCommon .alert-info hr {
+ border-color: var(--jp-info-color3);
+}
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+ margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+ color: var(--jp-warn-color0);
+ background-color: var(--jp-warn-color3);
+ border-color: var(--jp-warn-color2);
+}
+.jp-RenderedHTMLCommon .alert-warning hr {
+ border-color: var(--jp-warn-color3);
+}
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+ margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+ color: var(--jp-success-color0);
+ background-color: var(--jp-success-color3);
+ border-color: var(--jp-success-color2);
+}
+.jp-RenderedHTMLCommon .alert-success hr {
+ border-color: var(--jp-success-color3);
+}
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+ margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+ color: var(--jp-error-color0);
+ background-color: var(--jp-error-color3);
+ border-color: var(--jp-error-color2);
+}
+.jp-RenderedHTMLCommon .alert-danger hr {
+ border-color: var(--jp-error-color3);
+}
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+ margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+ margin: 1em 2em;
+ padding: 0 1em;
+ border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+ visibility: hidden;
+ margin-left: 8px;
+ color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+ visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+ background-color: var(--jp-rendermime-table-row-background);
+ border: 1px solid var(--jp-border-color0);
+ border-bottom-color: var(--jp-border-color2);
+ border-radius: 3px;
+ box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+ display: inline-block;
+ font-size: 0.8em;
+ line-height: 1em;
+ padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+ margin-bottom: 0.5em;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+ outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+ --jp-private-filebrowser-button-height: 28px;
+ --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser {
+ display: flex;
+ flex-direction: column;
+ color: var(--jp-ui-font-color1);
+ background: var(--jp-layout-color1);
+ /* This is needed so that all font sizing of children done in ems is
+ * relative to this base size */
+ font-size: var(--jp-ui-font-size1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+ border-bottom: none;
+ height: auto;
+ margin: var(--jp-toolbar-header-margin);
+ box-shadow: none;
+}
+
+.jp-BreadCrumbs {
+ flex: 0 0 auto;
+ margin: 8px 12px 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+ margin: 0px 2px;
+ padding: 0px 2px;
+ border-radius: var(--jp-border-radius);
+ cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+ background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+ margin-left: 0px;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+ background-color: var(--jp-brand-color2);
+ opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+ padding: 0px;
+ margin: 8px 12px 0px 12px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+ justify-content: flex-start;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
+ flex: 0 0 auto;
+ padding-left: 0px;
+ padding-right: 2px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
+ width: 40px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+ .jp-Toolbar-item:first-child
+ .jp-ToolbarButtonComponent {
+ width: 72px;
+ background: var(--jp-brand-color1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+ .jp-Toolbar-item:first-child
+ .jp-ToolbarButtonComponent
+ .jp-icon3 {
+ fill: white;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+ color: red;
+}
+
+.jp-FileDialog .jp-new-name-title {
+ margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+ display: none;
+}
+
+.jp-FileBrowser-filterBox {
+ padding: 0px;
+ flex: 0 0 auto;
+ margin: 8px 12px 0px 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+ flex: 1 1 auto;
+ display: flex;
+ flex-direction: column;
+ outline: 0;
+}
+
+.jp-DirListing-header {
+ flex: 0 0 auto;
+ display: flex;
+ flex-direction: row;
+ overflow: hidden;
+ border-top: var(--jp-border-width) solid var(--jp-border-color2);
+ border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+ box-shadow: var(--jp-toolbar-box-shadow);
+ z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+ padding: 4px 12px 2px 12px;
+ font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+ background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+ flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+ flex: 0 0 112px;
+ border-left: var(--jp-border-width) solid var(--jp-border-color2);
+ text-align: right;
+}
+
+.jp-id-narrow {
+ display: none;
+ flex: 0 0 5px;
+ padding: 4px 4px;
+ border-left: var(--jp-border-width) solid var(--jp-border-color2);
+ text-align: right;
+ color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+ display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+ display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+ font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+ flex: 1 1 auto;
+ margin: 0;
+ padding: 0;
+ list-style-type: none;
+ overflow: auto;
+ background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+ color: var(--jp-ui-font-color0);
+ background-color: transparent;
+ font-weight: bold;
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+ outline: 5px dashed rgba(128, 128, 128, 0.5);
+ outline-offset: -10px;
+ cursor: copy;
+}
+
+.jp-DirListing-item {
+ display: flex;
+ flex-direction: row;
+ padding: 4px 12px;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+.jp-DirListing-item[data-is-dot] {
+ opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+ color: white;
+ background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+ background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+ background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+ flex: 0 0 20px;
+ margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+ flex: 1 0 64px;
+ white-space: nowrap;
+ overflow: hidden;
+ text-overflow: ellipsis;
+ user-select: none;
+}
+
+.jp-DirListing-itemModified {
+ flex: 0 0 125px;
+ text-align: right;
+}
+
+.jp-DirListing-editor {
+ flex: 1 0 64px;
+ outline: none;
+ border: none;
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
+ color: limegreen;
+ content: '\25CF';
+ font-size: 8px;
+ position: absolute;
+ left: -8px;
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+ font-size: var(--jp-ui-font-size1);
+ padding-left: 4px;
+ margin-left: 4px;
+ width: 160px;
+ background-color: var(--jp-ui-inverse-font-color2);
+ box-shadow: var(--jp-elevation-z2);
+ border-radius: 0px;
+ color: var(--jp-ui-font-color1);
+ transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-DirListing-deadSpace {
+ flex: 1 1 auto;
+ margin: 0;
+ padding: 0;
+ list-style-type: none;
+ overflow: auto;
+ background-color: var(--jp-layout-color1);
+}
+
+.jp-Document {
+ min-width: 120px;
+ min-height: 120px;
+ outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+}
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+ overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+ display: flex;
+ flex-direction: row;
+}
+
+.jp-OutputPrompt {
+ flex: 0 0 var(--jp-cell-prompt-width);
+ color: var(--jp-cell-outprompt-font-color);
+ font-family: var(--jp-cell-prompt-font-family);
+ padding: var(--jp-code-padding);
+ letter-spacing: var(--jp-cell-prompt-letter-spacing);
+ line-height: var(--jp-code-line-height);
+ font-size: var(--jp-code-font-size);
+ border: var(--jp-border-width) solid transparent;
+ opacity: var(--jp-cell-prompt-opacity);
+ /* Right align prompt text, don't wrap to handle large prompt numbers */
+ text-align: right;
+ white-space: nowrap;
+ overflow: hidden;
+ text-overflow: ellipsis;
+ /* Disable text selection */
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+.jp-OutputArea-output {
+ height: auto;
+ overflow: auto;
+ user-select: text;
+ -moz-user-select: text;
+ -webkit-user-select: text;
+ -ms-user-select: text;
+}
+
+.jp-OutputArea-child .jp-OutputArea-output {
+ flex-grow: 1;
+ flex-shrink: 1;
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+ width: 100%;
+ display: block;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+ position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
+ content: '';
+ position: absolute;
+ top: 0;
+ left: 0;
+ right: 0;
+ bottom: 0;
+ background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+ border: none;
+ margin: 0px;
+ padding: 0px;
+ overflow-x: auto;
+ overflow-y: auto;
+ word-break: break-all;
+ word-wrap: break-word;
+ white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+ margin-left: 0;
+ margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+ display: block;
+}
+
+.jp-OutputArea-output dl {
+ width: 100%;
+ overflow: hidden;
+ padding: 0;
+ margin: 0;
+}
+
+.jp-OutputArea-output dt {
+ font-weight: bold;
+ float: left;
+ width: 20%;
+ padding: 0;
+ margin: 0;
+}
+
+.jp-OutputArea-output dd {
+ float: left;
+ width: 80%;
+ padding: 0;
+ margin: 0;
+}
+
+/* Hide the gutter in case of
+ * - nested output areas (e.g. in the case of output widgets)
+ * - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+ display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+ margin-left: 0px;
+ flex: 1 1 auto;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+ padding-top: var(--jp-code-padding);
+ border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-stdin {
+ line-height: var(--jp-code-line-height);
+ padding-top: var(--jp-code-padding);
+ display: flex;
+}
+
+.jp-Stdin-prompt {
+ color: var(--jp-content-font-color0);
+ padding-right: var(--jp-code-padding);
+ vertical-align: baseline;
+ flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+ font-family: var(--jp-code-font-family);
+ font-size: inherit;
+ color: inherit;
+ background-color: inherit;
+ width: 42%;
+ min-width: 200px;
+ /* make sure input baseline aligns with prompt */
+ vertical-align: baseline;
+ /* padding + margin = 0.5em between prompt and cursor */
+ padding: 0em 0.25em;
+ margin: 0em 0.25em;
+ flex: 0 0 70%;
+}
+
+.jp-Stdin-input:focus {
+ box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+ height: 100%;
+ display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+ height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+ flex: 0 0 var(--jp-cell-collapser-width);
+ padding: 0px;
+ margin: 0px;
+ border: none;
+ outline: none;
+ background: transparent;
+ border-radius: var(--jp-border-radius);
+ opacity: 1;
+}
+
+.jp-Collapser-child {
+ display: block;
+ width: 100%;
+ box-sizing: border-box;
+ /* height: 100% doesn't work because the height of its parent is computed from content */
+ position: absolute;
+ top: 0px;
+ bottom: 0px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+ height: 0px;
+ width: 100%;
+ padding: 0px;
+ margin: 0px;
+ border: none;
+ outline: none;
+ background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+ display: flex;
+ flex-direction: row;
+ overflow: hidden;
+}
+
+.jp-InputArea-editor {
+ flex: 1 1 auto;
+ overflow: hidden;
+}
+
+.jp-InputArea-editor {
+ /* This is the non-active, default styling */
+ border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+ border-radius: 0px;
+ background: var(--jp-cell-editor-background);
+}
+
+.jp-InputPrompt {
+ flex: 0 0 var(--jp-cell-prompt-width);
+ color: var(--jp-cell-inprompt-font-color);
+ font-family: var(--jp-cell-prompt-font-family);
+ padding: var(--jp-code-padding);
+ letter-spacing: var(--jp-cell-prompt-letter-spacing);
+ opacity: var(--jp-cell-prompt-opacity);
+ line-height: var(--jp-code-line-height);
+ font-size: var(--jp-code-font-size);
+ border: var(--jp-border-width) solid transparent;
+ opacity: var(--jp-cell-prompt-opacity);
+ /* Right align prompt text, don't wrap to handle large prompt numbers */
+ text-align: right;
+ white-space: nowrap;
+ overflow: hidden;
+ text-overflow: ellipsis;
+ /* Disable text selection */
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+ display: flex;
+ flex-direction: row;
+ flex: 1 1 auto;
+}
+
+.jp-Placeholder-prompt {
+ box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+ flex: 1 1 auto;
+ border: none;
+ background: transparent;
+ height: 20px;
+ box-sizing: border-box;
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+ width: 32px;
+ height: 16px;
+ border: 1px solid transparent;
+ border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+ border: 1px solid var(--jp-border-color1);
+ box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
+ background-color: var(--jp-layout-color0);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+ --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+ padding: var(--jp-cell-padding);
+ margin: 0px;
+ border: none;
+ outline: none;
+ background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+ display: flex;
+ flex-direction: row;
+ padding: 0px;
+ margin: 0px;
+ /* Added to reveal the box-shadow on the input and output collapsers. */
+ overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+ flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+ border: none !important;
+ background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+ min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+ margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+ overflow-y: auto;
+ max-height: 200px;
+ box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
+ margin-left: var(--jp-private-cell-scrolling-output-offset);
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+ flex: 0 0
+ calc(
+ var(--jp-cell-prompt-width) -
+ var(--jp-private-cell-scrolling-output-offset)
+ );
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+ flex: 1 1 auto;
+ margin-top: 0;
+ margin-bottom: 0;
+ padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+ overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+ padding: 2px;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+ border: none;
+ box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+ height: 24px;
+ font-size: var(--jp-ui-font-size1);
+ line-height: 14px;
+ border-radius: 0;
+ display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+ top: 5px !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+ --jp-private-notebook-dragImage-width: 304px;
+ --jp-private-notebook-dragImage-height: 36px;
+ --jp-private-notebook-selected-color: var(--md-blue-400);
+ --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel {
+ display: block;
+ height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+ min-width: 240px;
+ min-height: 120px;
+}
+
+.jp-Notebook {
+ padding: var(--jp-notebook-padding);
+ outline: none;
+ overflow: auto;
+ background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+ display: block;
+ content: '';
+ min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-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);
+}
+
+/* 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: flex;
+ flex-direction: row;
+ width: var(--jp-private-notebook-dragImage-width);
+ height: var(--jp-private-notebook-dragImage-height);
+ border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+ background: var(--jp-cell-editor-background);
+ overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+ box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+ flex: 1 1 auto;
+ z-index: 2;
+ font-size: var(--jp-code-font-size);
+ font-family: var(--jp-code-font-family);
+ line-height: var(--jp-code-line-height);
+ padding: var(--jp-code-padding);
+ border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+ background: var(--jp-cell-editor-background-color);
+ color: var(--jp-content-font-color3);
+ text-align: left;
+ margin: 4px 4px 4px 0px;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+ flex: 0 0 auto;
+ min-width: 36px;
+ color: var(--jp-cell-inprompt-font-color);
+ padding: var(--jp-code-padding);
+ padding-left: 12px;
+ font-family: var(--jp-cell-prompt-font-family);
+ letter-spacing: var(--jp-cell-prompt-letter-spacing);
+ line-height: 1.9;
+ font-size: var(--jp-code-font-size);
+ border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+ z-index: -1;
+ position: absolute;
+ height: 32px;
+ width: 300px;
+ top: 8px;
+ left: 8px;
+ background: var(--jp-layout-color2);
+ border: var(--jp-border-width) solid var(--jp-input-border-color);
+ box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+ display: block;
+ min-width: var(--jp-sidebar-min-width);
+ color: var(--jp-ui-font-color1);
+ background: var(--jp-layout-color1);
+ /* This is needed so that all font sizing of children done in ems is
+ * relative to this base size */
+ font-size: var(--jp-ui-font-size1);
+ overflow: auto;
+}
+
+.jp-NotebookTools-tool {
+ padding: 0px 12px 0 12px;
+}
+
+.jp-ActiveCellTool {
+ padding: 12px;
+ background-color: var(--jp-layout-color1);
+ border-top: none !important;
+}
+
+.jp-ActiveCellTool .jp-InputArea-prompt {
+ flex: 0 0 auto;
+ padding-left: 0px;
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor {
+ flex: 1 1 auto;
+ background: var(--jp-cell-editor-background);
+ border-color: var(--jp-cell-editor-border-color);
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
+ background: transparent;
+}
+
+.jp-MetadataEditorTool {
+ flex-direction: column;
+ padding: 12px 0px 12px 0px;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+ margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+ font-size: var(--jp-ui-font-size1);
+ color: var(--jp-ui-font-color0);
+ border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label {
+ line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+ margin-top: 4px;
+ margin-bottom: 0px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+ margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+ --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+ --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+ flex: 0 0 110px;
+}
+
+</style>
+
+ <style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+ /* Elevation
+ *
+ * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+ *
+ * https://github.com/material-components/material-components-web
+ * https://material-components-web.appspot.com/elevation.html
+ */
+
+ --jp-shadow-base-lightness: 0;
+ --jp-shadow-umbra-color: rgba(
+ var(--jp-shadow-base-lightness),
+ var(--jp-shadow-base-lightness),
+ var(--jp-shadow-base-lightness),
+ 0.2
+ );
+ --jp-shadow-penumbra-color: rgba(
+ var(--jp-shadow-base-lightness),
+ var(--jp-shadow-base-lightness),
+ var(--jp-shadow-base-lightness),
+ 0.14
+ );
+ --jp-shadow-ambient-color: rgba(
+ var(--jp-shadow-base-lightness),
+ var(--jp-shadow-base-lightness),
+ var(--jp-shadow-base-lightness),
+ 0.12
+ );
+ --jp-elevation-z0: none;
+ --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
+ 0px 1px 1px 0px var(--jp-shadow-penumbra-color),
+ 0px 1px 3px 0px var(--jp-shadow-ambient-color);
+ --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
+ 0px 2px 2px 0px var(--jp-shadow-penumbra-color),
+ 0px 1px 5px 0px var(--jp-shadow-ambient-color);
+ --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
+ 0px 4px 5px 0px var(--jp-shadow-penumbra-color),
+ 0px 1px 10px 0px var(--jp-shadow-ambient-color);
+ --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
+ 0px 6px 10px 0px var(--jp-shadow-penumbra-color),
+ 0px 1px 18px 0px var(--jp-shadow-ambient-color);
+ --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
+ 0px 8px 10px 1px var(--jp-shadow-penumbra-color),
+ 0px 3px 14px 2px var(--jp-shadow-ambient-color);
+ --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
+ 0px 12px 17px 2px var(--jp-shadow-penumbra-color),
+ 0px 5px 22px 4px var(--jp-shadow-ambient-color);
+ --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
+ 0px 16px 24px 2px var(--jp-shadow-penumbra-color),
+ 0px 6px 30px 5px var(--jp-shadow-ambient-color);
+ --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
+ 0px 20px 31px 3px var(--jp-shadow-penumbra-color),
+ 0px 8px 38px 7px var(--jp-shadow-ambient-color);
+ --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
+ 0px 24px 38px 3px var(--jp-shadow-penumbra-color),
+ 0px 9px 46px 8px var(--jp-shadow-ambient-color);
+
+ /* Borders
+ *
+ * The following variables, specify the visual styling of borders in JupyterLab.
+ */
+
+ --jp-border-width: 1px;
+ --jp-border-color0: var(--md-grey-400);
+ --jp-border-color1: var(--md-grey-400);
+ --jp-border-color2: var(--md-grey-300);
+ --jp-border-color3: var(--md-grey-200);
+ --jp-border-radius: 2px;
+
+ /* UI Fonts
+ *
+ * The UI font CSS variables are used for the typography all of the JupyterLab
+ * user interface elements that are not directly user generated content.
+ *
+ * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+ * is applied to a parent element. When children elements, such as headings, are sized
+ * in em all things will be computed relative to that body size.
+ */
+
+ --jp-ui-font-scale-factor: 1.2;
+ --jp-ui-font-size0: 0.83333em;
+ --jp-ui-font-size1: 13px; /* Base font size */
+ --jp-ui-font-size2: 1.2em;
+ --jp-ui-font-size3: 1.44em;
+
+ --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
+ Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';
+
+ /*
+ * Use these font colors against the corresponding main layout colors.
+ * In a light theme, these go from dark to light.
+ */
+
+ /* Defaults use Material Design specification */
+ --jp-ui-font-color0: rgba(0, 0, 0, 1);
+ --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+ --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+ --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+ /*
+ * Use these against the brand/accent/warn/error colors.
+ * These will typically go from light to darker, in both a dark and light theme.
+ */
+
+ --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+ --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+ --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+ --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+ /* Content Fonts
+ *
+ * Content font variables are used for typography of user generated content.
+ *
+ * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+ * is applied to a parent element. When children elements, such as headings, are sized
+ * in em all things will be computed relative to that body size.
+ */
+
+ --jp-content-line-height: 1.6;
+ --jp-content-font-scale-factor: 1.2;
+ --jp-content-font-size0: 0.83333em;
+ --jp-content-font-size1: 14px; /* Base font size */
+ --jp-content-font-size2: 1.2em;
+ --jp-content-font-size3: 1.44em;
+ --jp-content-font-size4: 1.728em;
+ --jp-content-font-size5: 2.0736em;
+
+ /* This gives a magnification of about 125% in presentation mode over normal. */
+ --jp-content-presentation-font-size1: 17px;
+
+ --jp-content-heading-line-height: 1;
+ --jp-content-heading-margin-top: 1.2em;
+ --jp-content-heading-margin-bottom: 0.8em;
+ --jp-content-heading-font-weight: 500;
+
+ /* Defaults use Material Design specification */
+ --jp-content-font-color0: rgba(0, 0, 0, 1);
+ --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+ --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+ --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+
+ --jp-content-link-color: var(--md-blue-700);
+
+ --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
+ Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+ 'Segoe UI Symbol';
+
+ /*
+ * Code Fonts
+ *
+ * Code font variables are used for typography of code and other monospaces content.
+ */
+
+ --jp-code-font-size: 13px;
+ --jp-code-line-height: 1.3077; /* 17px for 13px base */
+ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+ --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
+ --jp-code-font-family: var(--jp-code-font-family-default);
+
+ /* This gives a magnification of about 125% in presentation mode over normal. */
+ --jp-code-presentation-font-size: 16px;
+
+ /* may need to tweak cursor width if you change font size */
+ --jp-code-cursor-width0: 1.4px;
+ --jp-code-cursor-width1: 2px;
+ --jp-code-cursor-width2: 4px;
+
+ /* Layout
+ *
+ * The following are the main layout colors use in JupyterLab. In a light
+ * theme these would go from light to dark.
+ */
+
+ --jp-layout-color0: white;
+ --jp-layout-color1: white;
+ --jp-layout-color2: var(--md-grey-200);
+ --jp-layout-color3: var(--md-grey-400);
+ --jp-layout-color4: var(--md-grey-600);
+
+ /* Inverse Layout
+ *
+ * The following are the inverse layout colors use in JupyterLab. In a light
+ * theme these would go from dark to light.
+ */
+
+ --jp-inverse-layout-color0: #111111;
+ --jp-inverse-layout-color1: var(--md-grey-900);
+ --jp-inverse-layout-color2: var(--md-grey-800);
+ --jp-inverse-layout-color3: var(--md-grey-700);
+ --jp-inverse-layout-color4: var(--md-grey-600);
+
+ /* Brand/accent */
+
+ --jp-brand-color0: var(--md-blue-700);
+ --jp-brand-color1: var(--md-blue-500);
+ --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-700);
+ --jp-accent-color1: var(--md-green-500);
+ --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-700);
+ --jp-warn-color1: var(--md-orange-500);
+ --jp-warn-color2: var(--md-orange-300);
+ --jp-warn-color3: var(--md-orange-100);
+
+ --jp-error-color0: var(--md-red-700);
+ --jp-error-color1: var(--md-red-500);
+ --jp-error-color2: var(--md-red-300);
+ --jp-error-color3: var(--md-red-100);
+
+ --jp-success-color0: var(--md-green-700);
+ --jp-success-color1: var(--md-green-500);
+ --jp-success-color2: var(--md-green-300);
+ --jp-success-color3: var(--md-green-100);
+
+ --jp-info-color0: var(--md-cyan-700);
+ --jp-info-color1: var(--md-cyan-500);
+ --jp-info-color2: var(--md-cyan-300);
+ --jp-info-color3: var(--md-cyan-100);
+
+ /* Cell specific styles */
+
+ --jp-cell-padding: 5px;
+
+ --jp-cell-collapser-width: 8px;
+ --jp-cell-collapser-min-height: 20px;
+ --jp-cell-collapser-not-active-hover-opacity: 0.6;
+
+ --jp-cell-editor-background: var(--md-grey-100);
+ --jp-cell-editor-border-color: var(--md-grey-300);
+ --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+ --jp-cell-editor-active-background: var(--jp-layout-color0);
+ --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+
+ --jp-cell-prompt-width: 64px;
+ --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+ --jp-cell-prompt-letter-spacing: 0px;
+ --jp-cell-prompt-opacity: 1;
+ --jp-cell-prompt-not-active-opacity: 0.5;
+ --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+ /* A custom blend of MD grey and blue 600
+ * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+ --jp-cell-inprompt-font-color: #307fc1;
+ /* A custom blend of MD grey and orange 600
+ * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+ --jp-cell-outprompt-font-color: #bf5b3d;
+
+ /* Notebook specific styles */
+
+ --jp-notebook-padding: 10px;
+ --jp-notebook-select-background: var(--jp-layout-color1);
+ --jp-notebook-multiselected-color: var(--md-blue-50);
+
+ /* The scroll padding is calculated to fill enough space at the bottom of the
+ notebook to show one single-line cell (with appropriate padding) at the top
+ when the notebook is scrolled all the way to the bottom. We also subtract one
+ pixel so that no scrollbar appears if we have just one single-line cell in the
+ notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+ */
+ --jp-notebook-scroll-padding: calc(
+ 100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+ var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+ );
+
+ /* Rendermime styles */
+
+ --jp-rendermime-error-background: #fdd;
+ --jp-rendermime-table-row-background: var(--md-grey-100);
+ --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+ /* Dialog specific styles */
+
+ --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+ /* Console specific styles */
+
+ --jp-console-padding: 10px;
+
+ /* Toolbar specific styles */
+
+ --jp-toolbar-border-color: var(--jp-border-color1);
+ --jp-toolbar-micro-height: 8px;
+ --jp-toolbar-background: var(--jp-layout-color1);
+ --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
+ --jp-toolbar-header-margin: 4px 4px 0px 4px;
+ --jp-toolbar-active-background: var(--md-grey-300);
+
+ /* Input field styles */
+
+ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+ --jp-input-active-background: var(--jp-layout-color1);
+ --jp-input-hover-background: var(--jp-layout-color1);
+ --jp-input-background: var(--md-grey-100);
+ --jp-input-border-color: var(--jp-border-color1);
+ --jp-input-active-border-color: var(--jp-brand-color1);
+ --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+ /* General editor styles */
+
+ --jp-editor-selected-background: #d9d9d9;
+ --jp-editor-selected-focused-background: #d7d4f0;
+ --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+ /* Code mirror specific styles */
+
+ --jp-mirror-editor-keyword-color: #008000;
+ --jp-mirror-editor-atom-color: #88f;
+ --jp-mirror-editor-number-color: #080;
+ --jp-mirror-editor-def-color: #00f;
+ --jp-mirror-editor-variable-color: var(--md-grey-900);
+ --jp-mirror-editor-variable-2-color: #05a;
+ --jp-mirror-editor-variable-3-color: #085;
+ --jp-mirror-editor-punctuation-color: #05a;
+ --jp-mirror-editor-property-color: #05a;
+ --jp-mirror-editor-operator-color: #aa22ff;
+ --jp-mirror-editor-comment-color: #408080;
+ --jp-mirror-editor-string-color: #ba2121;
+ --jp-mirror-editor-string-2-color: #708;
+ --jp-mirror-editor-meta-color: #aa22ff;
+ --jp-mirror-editor-qualifier-color: #555;
+ --jp-mirror-editor-builtin-color: #008000;
+ --jp-mirror-editor-bracket-color: #997;
+ --jp-mirror-editor-tag-color: #170;
+ --jp-mirror-editor-attribute-color: #00c;
+ --jp-mirror-editor-header-color: blue;
+ --jp-mirror-editor-quote-color: #090;
+ --jp-mirror-editor-link-color: #00c;
+ --jp-mirror-editor-error-color: #f00;
+ --jp-mirror-editor-hr-color: #999;
+
+ /* Vega extension styles */
+
+ --jp-vega-background: white;
+
+ /* Sidebar-related styles */
+
+ --jp-sidebar-min-width: 250px;
+
+ /* Search-related styles */
+
+ --jp-search-toggle-off-opacity: 0.5;
+ --jp-search-toggle-hover-opacity: 0.8;
+ --jp-search-toggle-on-opacity: 1;
+ --jp-search-selected-match-background-color: rgb(245, 200, 0);
+ --jp-search-selected-match-color: black;
+ --jp-search-unselected-match-background-color: var(
+ --jp-inverse-layout-color0
+ );
+ --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+ /* Icon colors that work well with light or dark backgrounds */
+ --jp-icon-contrast-color0: var(--md-purple-600);
+ --jp-icon-contrast-color1: var(--md-green-600);
+ --jp-icon-contrast-color2: var(--md-pink-600);
+ --jp-icon-contrast-color3: var(--md-blue-600);
+}
+</style>
+
+<style type="text/css">
+a.anchor-link {
+ display: none;
+}
+.highlight {
+ margin: 0.4em;
+}
+
+/* Input area styling */
+.jp-InputArea {
+ overflow: hidden;
+}
+
+.jp-InputArea-editor {
+ overflow: hidden;
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+
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+ body {
+ margin: 0;
+ }
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+</style>
+
+<!-- Load mathjax -->
+ <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-MML-AM_CHTML-full,Safe"> </script>
+ <!-- MathJax configuration -->
+ <script type="text/x-mathjax-config">
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+ if (window.MathJax) {
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+ <!-- End of mathjax configuration --></head>
+<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
+
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Data-Structures-for-Search">Data Structures for Search<a class="anchor-link" href="#Data-Structures-for-Search">¶</a></h1><p>In the previous reading, we introduced breadth-first search (BFS); when searching for a path between two nodes, BFS (in contrast to DFS) finds the shortest one, if one exists at all.</p>
+<p>A key detail of the BFS strategy is a TODO list of work to be done (that is, nodes to be visited). A loop keeps popping nodes from the front of the list (and visiting them), then adding new nodes discovered in the process to the end of the list. The search is done when the list is empty, or a path is found. Our prior use of lists for the TODO list was inneficient; in this reading, we'll think more broadly about TODO lists and how to use efficient alternatives to lists.</p>
+<p>A data structure to which we only append to the end and from which we only remove items from the front is called a <em>queue</em>, or sometimes FIFO (First-In First-Out) queue. There are three patterns with special names that are worth remembering:</p>
+<p><strong>queue</strong></p>
+<ul>
+<li>add to the end</li>
+<li>remove from the front</li>
+</ul>
+<p><strong>stack</strong></p>
+<ul>
+<li>add to the end</li>
+<li>remove from the end</li>
+</ul>
+<p><strong>priority queue</strong></p>
+<ul>
+<li>add items anywhere</li>
+<li>remove smallest/largest</li>
+</ul>
+<p><strong>Fun fact:</strong> if the queue in the BFS algorithm were replaced with a stack, it wouldn't be BFS anymore; perhaps surprisingly, the resulting search algorithm would be a non-recursive DFS search.</p>
+
+</div>
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>It's often a bad idea, but Python lists case be used with all three patterns:</p>
+
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [1]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">todo</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"E"</span><span class="p">,</span> <span class="s2">"B"</span><span class="p">,</span> <span class="s2">"A"</span><span class="p">,</span> <span class="s2">"D"</span><span class="p">,</span> <span class="s2">"C"</span><span class="p">]</span>
+
+<span class="c1"># queue</span>
+<span class="n">todo</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"F"</span><span class="p">)</span> <span class="c1"># end</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">todo</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> <span class="c1"># front</span>
+
+<span class="c1"># stack</span>
+<span class="n">todo</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"G"</span><span class="p">)</span> <span class="c1"># end</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">todo</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="c1"># front</span>
+
+<span class="c1"># priority queue</span>
+<span class="n">todo</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"H"</span><span class="p">)</span> <span class="c1"># end</span>
+<span class="n">todo</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">todo</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="c1"># smallest</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>Given your knowledge of what list operations are fast (constant time) and slow (for example, linear time or worse), which of the above patterns will be efficient?</p>
+<p>Only the stack pattern is efficient, as making changes (pops/appends) at the end of a list is fast. The queue pattern is slow: popping from the front is an O(N) operation. The priority queue pattern is even worse: sorting is generally an O(N log N) operation.</p>
+<p>We'll now discuss more efficient options for queues and priority queues.</p>
+<h2 id="Queue-Pattern-and-deque">Queue Pattern and <code>deque</code><a class="anchor-link" href="#Queue-Pattern-and-deque">¶</a></h2><p>The Python deque (double-edged queue) data structure is efficient when used as either a stack or a queue. You can easily convert a list to a deque, and you can append to a deque as you would a list. One minor difference: instead of <code>L.pop(0)</code>, we'll use <code>dq.popleft()</code>.</p>
+
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [2]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">deque</span>
+
+<span class="n">todo</span> <span class="o">=</span> <span class="n">deque</span><span class="p">([</span><span class="s2">"E"</span><span class="p">,</span> <span class="s2">"B"</span><span class="p">,</span> <span class="s2">"A"</span><span class="p">,</span> <span class="s2">"D"</span><span class="p">,</span> <span class="s2">"C"</span><span class="p">])</span>
+
+<span class="c1"># queue</span>
+<span class="n">todo</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"F"</span><span class="p">)</span> <span class="c1"># end</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">todo</span><span class="o">.</span><span class="n">popleft</span><span class="p">()</span> <span class="c1"># front</span>
+
+<span class="n">todo</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+
+ <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[2]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>deque(['B', 'A', 'D', 'C', 'F'])</pre>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>We can use the deque type instead of lists to make the TODO queue for our BFS implementation more efficient. The following shows our BFS code from last reading, with just three changes (indicated in the comments) necessary to switch from using a list to using a deque:</p>
+<ul>
+<li><code># CHANGE 1: import it</code></li>
+<li><code># CHANGE 2: deque instead of list</code></li>
+<li><code># CHANGE 3: .popleft instead of .pop(0)</code></li>
+</ul>
+
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [3]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">graphviz</span> <span class="kn">import</span> <span class="n">Graph</span><span class="p">,</span> <span class="n">Digraph</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [4]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">deque</span> <span class="c1"># CHANGE 1: import it</span>
+
+<span class="k">class</span> <span class="nc">mygraph</span><span class="p">:</span>
+ <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span> <span class="o">=</span> <span class="p">{}</span>
+
+ <span class="k">def</span> <span class="nf">node</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">Node</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
+
+ <span class="k">def</span> <span class="nf">edge</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dst</span><span class="p">):</span>
+ <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="p">[</span><span class="n">src</span><span class="p">,</span> <span class="n">dst</span><span class="p">]:</span>
+ <span class="k">if</span> <span class="ow">not</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">:</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">node</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">src</span><span class="p">]</span><span class="o">.</span><span class="n">children</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">dst</span><span class="p">])</span>
+
+ <span class="k">def</span> <span class="nf">_repr_svg_</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+ <span class="n">g</span> <span class="o">=</span> <span class="n">Digraph</span><span class="p">()</span>
+ <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">:</span>
+ <span class="n">g</span><span class="o">.</span><span class="n">node</span><span class="p">(</span><span class="n">n</span><span class="p">)</span>
+ <span class="k">for</span> <span class="n">child</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">n</span><span class="p">]</span><span class="o">.</span><span class="n">children</span><span class="p">:</span>
+ <span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">child</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">g</span><span class="o">.</span><span class="n">_repr_image_xml_svg</span><span class="p">()</span>
+
+ <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dst</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">visited</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
+ <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">src</span><span class="p">]</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">dst</span><span class="p">)</span>
+
+<span class="k">class</span> <span class="nc">Node</span><span class="p">:</span>
+ <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">graph</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">graph</span> <span class="o">=</span> <span class="n">graph</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">children</span> <span class="o">=</span> <span class="p">[]</span>
+
+ <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+ <span class="k">return</span> <span class="s2">"node </span><span class="si">%s</span><span class="s2">"</span> <span class="o">%</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span>
+
+ <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dst</span><span class="p">):</span>
+ <span class="n">todo</span> <span class="o">=</span> <span class="n">deque</span><span class="p">([</span><span class="bp">self</span><span class="p">])</span> <span class="c1"># CHANGE 2: deque instead of list</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">back</span> <span class="o">=</span> <span class="kc">None</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">visited</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
+
+ <span class="c1"># keep looping while there are unexplored nodes</span>
+ <span class="k">while</span> <span class="nb">len</span><span class="p">(</span><span class="n">todo</span><span class="p">)</span> <span class="o">></span> <span class="mi">0</span><span class="p">:</span>
+ <span class="n">curr</span> <span class="o">=</span> <span class="n">todo</span><span class="o">.</span><span class="n">popleft</span><span class="p">()</span> <span class="c1"># CHANGE 3: .popleft instead of .pop(0)</span>
+
+ <span class="k">if</span> <span class="n">curr</span><span class="o">.</span><span class="n">name</span> <span class="o">==</span> <span class="n">dst</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">backtrace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">curr</span><span class="p">)</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="k">for</span> <span class="n">child</span> <span class="ow">in</span> <span class="n">curr</span><span class="o">.</span><span class="n">children</span><span class="p">:</span>
+ <span class="k">if</span> <span class="ow">not</span> <span class="n">child</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">visited</span><span class="p">:</span>
+ <span class="n">todo</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child</span><span class="p">)</span> <span class="c1"># NON-CHANGE 4: append is the same</span>
+ <span class="n">child</span><span class="o">.</span><span class="n">back</span> <span class="o">=</span> <span class="n">curr</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">visited</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">child</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
+
+ <span class="k">return</span> <span class="kc">None</span>
+
+<span class="k">def</span> <span class="nf">backtrace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">node</span><span class="p">):</span>
+ <span class="n">nodes</span> <span class="o">=</span> <span class="p">[]</span>
+ <span class="k">while</span> <span class="n">node</span> <span class="o">!=</span> <span class="kc">None</span><span class="p">:</span>
+ <span class="n">nodes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
+ <span class="n">node</span> <span class="o">=</span> <span class="n">node</span><span class="o">.</span><span class="n">back</span>
+ <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="nb">reversed</span><span class="p">(</span><span class="n">nodes</span><span class="p">))</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [5]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">g</span> <span class="o">=</span> <span class="n">mygraph</span><span class="p">()</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"B"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"C"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"B"</span><span class="p">,</span> <span class="s2">"D"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"B"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"C"</span><span class="p">,</span> <span class="s2">"F"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"C"</span><span class="p">,</span> <span class="s2">"G"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"E"</span><span class="p">,</span> <span class="s2">"Z"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"C"</span><span class="p">,</span> <span class="s2">"Z"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"B"</span><span class="p">,</span> <span class="s2">"A"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"Z"</span><span class="p">)</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+
+ <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[5]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>(node A, node C, node Z)</pre>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>Same result, but it will be faster for large graphs.</p>
+
+</div>
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h2 id="Priority-Queue-Pattern-and-heapq">Priority Queue Pattern and <code>heapq</code><a class="anchor-link" href="#Priority-Queue-Pattern-and-heapq">¶</a></h2><p>A<em> ("A-start") is an important AI search algorithm: <a href="https://en.wikipedia.org/wiki/A">https://en.wikipedia.org/wiki/A</a></em>_search_algorithm that we won't learn in CS 320 (take CS 540 if you're interested).</p>
+<p>Instead of using a <em>queue</em> to decide the order in which to visit nodes, a <em>priority queue</em> is used.</p>
+<p>To see why we would want this, let's look at a motivating case. Consider this graph:</p>
+
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [6]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">g</span> <span class="o">=</span> <span class="n">Digraph</span><span class="p">()</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"B"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"B"</span><span class="p">,</span> <span class="s2">"C"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"C"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"D"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"D"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">)</span>
+<span class="n">g</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+
+ <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[6]:</div>
+
+
+
+<div class="jp-RenderedSVG jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="image/svg+xml">
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.44.1 (20200629.0846)
+ -->
+<!-- Pages: 1 -->
+<svg width="172pt" height="260pt"
+ viewBox="0.00 0.00 172.00 260.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 256)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-256 168,-256 168,4 -4,4"/>
+<!-- A -->
+<g id="node1" class="node">
+<title>A</title>
+<ellipse fill="none" stroke="black" cx="82" cy="-234" rx="27" ry="18"/>
+<text text-anchor="middle" x="82" y="-230.3" font-family="Times,serif" font-size="14.00">A</text>
+</g>
+<!-- B -->
+<g id="node2" class="node">
+<title>B</title>
+<ellipse fill="none" stroke="black" cx="27" cy="-162" rx="27" ry="18"/>
+<text text-anchor="middle" x="27" y="-158.3" font-family="Times,serif" font-size="14.00">B</text>
+</g>
+<!-- A->B -->
+<g id="edge1" class="edge">
+<title>A->B</title>
+<path fill="none" stroke="black" d="M70.07,-217.81C62.79,-208.55 53.34,-196.52 45.15,-186.09"/>
+<polygon fill="black" stroke="black" points="47.84,-183.86 38.91,-178.16 42.34,-188.18 47.84,-183.86"/>
+</g>
+<!-- E -->
+<g id="node4" class="node">
+<title>E</title>
+<ellipse fill="none" stroke="black" cx="82" cy="-18" rx="27" ry="18"/>
+<text text-anchor="middle" x="82" y="-14.3" font-family="Times,serif" font-size="14.00">E</text>
+</g>
+<!-- A->E -->
+<g id="edge6" class="edge">
+<title>A->E</title>
+<path fill="none" stroke="black" d="M82,-215.85C82,-178.83 82,-91.18 82,-46.39"/>
+<polygon fill="black" stroke="black" points="85.5,-46.23 82,-36.23 78.5,-46.23 85.5,-46.23"/>
+</g>
+<!-- D -->
+<g id="node5" class="node">
+<title>D</title>
+<ellipse fill="none" stroke="black" cx="137" cy="-90" rx="27" ry="18"/>
+<text text-anchor="middle" x="137" y="-86.3" font-family="Times,serif" font-size="14.00">D</text>
+</g>
+<!-- A->D -->
+<g id="edge4" class="edge">
+<title>A->D</title>
+<path fill="none" stroke="black" d="M88.42,-216.43C97.85,-192.09 115.54,-146.4 126.77,-117.4"/>
+<polygon fill="black" stroke="black" points="130.11,-118.49 130.45,-107.9 123.58,-115.96 130.11,-118.49"/>
+</g>
+<!-- C -->
+<g id="node3" class="node">
+<title>C</title>
+<ellipse fill="none" stroke="black" cx="27" cy="-90" rx="27" ry="18"/>
+<text text-anchor="middle" x="27" y="-86.3" font-family="Times,serif" font-size="14.00">C</text>
+</g>
+<!-- B->C -->
+<g id="edge2" class="edge">
+<title>B->C</title>
+<path fill="none" stroke="black" d="M27,-143.7C27,-135.98 27,-126.71 27,-118.11"/>
+<polygon fill="black" stroke="black" points="30.5,-118.1 27,-108.1 23.5,-118.1 30.5,-118.1"/>
+</g>
+<!-- C->E -->
+<g id="edge3" class="edge">
+<title>C->E</title>
+<path fill="none" stroke="black" d="M38.93,-73.81C46.21,-64.55 55.66,-52.52 63.85,-42.09"/>
+<polygon fill="black" stroke="black" points="66.66,-44.18 70.09,-34.16 61.16,-39.86 66.66,-44.18"/>
+</g>
+<!-- D->E -->
+<g id="edge5" class="edge">
+<title>D->E</title>
+<path fill="none" stroke="black" d="M125.07,-73.81C117.79,-64.55 108.34,-52.52 100.15,-42.09"/>
+<polygon fill="black" stroke="black" points="102.84,-39.86 93.91,-34.16 97.34,-44.18 102.84,-39.86"/>
+</g>
+</g>
+</svg>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>There are three paths from A to E:</p>
+<ol>
+<li>A, B, C, E</li>
+<li>A, E</li>
+<li>A, D, E</li>
+</ol>
+<p>Which path will DFS choose? Which will BFS choose?</p>
+<details>
+ <summary><b>ANSWER</b></summary>
+ DFS will choose (1), BFS will choose (2)
+</details><p>Now what if we're trying to navitage between to points, and some roads/edges are longer than others:</p>
+
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [7]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">g</span> <span class="o">=</span> <span class="n">Digraph</span><span class="p">()</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"B"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"distance=1"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"B"</span><span class="p">,</span> <span class="s2">"C"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"distance=1"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"C"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"distance=1"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"D"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"distance=1"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"D"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"distance=1"</span><span class="p">)</span>
+<span class="n">g</span><span class="o">.</span><span class="n">edge</span><span class="p">(</span><span class="s2">"A"</span><span class="p">,</span> <span class="s2">"E"</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"distance=100"</span><span class="p">)</span>
+<span class="n">g</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+
+ <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[7]:</div>
+
+
+
+<div class="jp-RenderedSVG jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="image/svg+xml">
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.44.1 (20200629.0846)
+ -->
+<!-- Pages: 1 -->
+<svg width="254pt" height="326pt"
+ viewBox="0.00 0.00 254.00 326.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 322)">
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-322 250,-322 250,4 -4,4"/>
+<!-- A -->
+<g id="node1" class="node">
+<title>A</title>
+<ellipse fill="none" stroke="black" cx="108" cy="-300" rx="27" ry="18"/>
+<text text-anchor="middle" x="108" y="-296.3" font-family="Times,serif" font-size="14.00">A</text>
+</g>
+<!-- B -->
+<g id="node2" class="node">
+<title>B</title>
+<ellipse fill="none" stroke="black" cx="27" cy="-213" rx="27" ry="18"/>
+<text text-anchor="middle" x="27" y="-209.3" font-family="Times,serif" font-size="14.00">B</text>
+</g>
+<!-- A->B -->
+<g id="edge1" class="edge">
+<title>A->B</title>
+<path fill="none" stroke="black" d="M82.73,-293.62C66.21,-288.74 45.62,-279.8 34,-264 29.23,-257.52 26.99,-249.26 26.06,-241.33"/>
+<polygon fill="black" stroke="black" points="29.55,-241.06 25.51,-231.27 22.56,-241.44 29.55,-241.06"/>
+<text text-anchor="middle" x="64" y="-252.8" font-family="Times,serif" font-size="14.00">distance=1</text>
+</g>
+<!-- E -->
+<g id="node4" class="node">
+<title>E</title>
+<ellipse fill="none" stroke="black" cx="108" cy="-18" rx="27" ry="18"/>
+<text text-anchor="middle" x="108" y="-14.3" font-family="Times,serif" font-size="14.00">E</text>
+</g>
+<!-- A->E -->
+<g id="edge6" class="edge">
+<title>A->E</title>
+<path fill="none" stroke="black" d="M107.25,-281.63C106.27,-257.97 104.61,-214.29 104,-177 103.25,-131.11 105.19,-77.73 106.62,-46.24"/>
+<polygon fill="black" stroke="black" points="110.13,-46.22 107.1,-36.07 103.13,-45.89 110.13,-46.22"/>
+<text text-anchor="middle" x="140.5" y="-155.3" font-family="Times,serif" font-size="14.00">distance=100</text>
+</g>
+<!-- D -->
+<g id="node5" class="node">
+<title>D</title>
+<ellipse fill="none" stroke="black" cx="213" cy="-159" rx="27" ry="18"/>
+<text text-anchor="middle" x="213" y="-155.3" font-family="Times,serif" font-size="14.00">D</text>
+</g>
+<!-- A->D -->
+<g id="edge4" class="edge">
+<title>A->D</title>
+<path fill="none" stroke="black" d="M119.64,-283.59C137.93,-259.38 173.54,-212.24 195.1,-183.69"/>
+<polygon fill="black" stroke="black" points="198.08,-185.56 201.31,-175.48 192.49,-181.35 198.08,-185.56"/>
+<text text-anchor="middle" x="174" y="-252.8" font-family="Times,serif" font-size="14.00">distance=1</text>
+</g>
+<!-- C -->
+<g id="node3" class="node">
+<title>C</title>
+<ellipse fill="none" stroke="black" cx="27" cy="-105" rx="27" ry="18"/>
+<text text-anchor="middle" x="27" y="-101.3" font-family="Times,serif" font-size="14.00">C</text>
+</g>
+<!-- B->C -->
+<g id="edge2" class="edge">
+<title>B->C</title>
+<path fill="none" stroke="black" d="M26.41,-194.91C26.24,-189.22 26.08,-182.84 26,-177 25.77,-161 25.77,-157 26,-141 26.04,-138.45 26.09,-135.79 26.15,-133.13"/>
+<polygon fill="black" stroke="black" points="29.65,-133.18 26.41,-123.09 22.65,-132.99 29.65,-133.18"/>
+<text text-anchor="middle" x="56" y="-155.3" font-family="Times,serif" font-size="14.00">distance=1</text>
+</g>
+<!-- C->E -->
+<g id="edge3" class="edge">
+<title>C->E</title>
+<path fill="none" stroke="black" d="M25.51,-86.73C25.5,-76.32 27.15,-63.32 34,-54 43.44,-41.16 58.81,-32.86 73.1,-27.57"/>
+<polygon fill="black" stroke="black" points="74.34,-30.85 82.73,-24.38 72.14,-24.2 74.34,-30.85"/>
+<text text-anchor="middle" x="64" y="-57.8" font-family="Times,serif" font-size="14.00">distance=1</text>
+</g>
+<!-- D->E -->
+<g id="edge5" class="edge">
+<title>D->E</title>
+<path fill="none" stroke="black" d="M201.36,-142.59C183.07,-118.38 147.46,-71.24 125.9,-42.69"/>
+<polygon fill="black" stroke="black" points="128.51,-40.35 119.69,-34.48 122.92,-44.56 128.51,-40.35"/>
+<text text-anchor="middle" x="216" y="-101.3" font-family="Times,serif" font-size="14.00">distance=1</text>
+</g>
+</g>
+</svg>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>Which path do you prefer? Unless you like the scenic route, presumably A,D,E -- the one than neither BFS or DFS chooses.</p>
+<p>We need to base the order we explore nodes on distance. Rather than popping from the front or end of <code>todo</code>, we want to pop closest first. A priority queue is a structure that lets us do this.</p>
+<p>Python's heapq functions can accomplish this: <a href="https://docs.python.org/3/library/heapq.html">https://docs.python.org/3/library/heapq.html</a>. It doesn't need a special structure; it can cleverly arrange items in an underlying list to do this.</p>
+<p>Let's try it:</p>
+
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In [8]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+ <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">heapq</span> <span class="kn">import</span> <span class="n">heappush</span><span class="p">,</span> <span class="n">heappop</span>
+
+<span class="n">prioq</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># regular list</span>
+
+<span class="n">heappush</span><span class="p">(</span><span class="n">prioq</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
+<span class="n">heappush</span><span class="p">(</span><span class="n">prioq</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
+<span class="n">heappush</span><span class="p">(</span><span class="n">prioq</span><span class="p">,</span> <span class="mi">5</span><span class="p">)</span>
+<span class="n">heappush</span><span class="p">(</span><span class="n">prioq</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="s2">"QUEUE:"</span><span class="p">,</span> <span class="n">prioq</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="n">heappop</span><span class="p">(</span><span class="n">prioq</span><span class="p">))</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">heappop</span><span class="p">(</span><span class="n">prioq</span><span class="p">))</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">heappop</span><span class="p">(</span><span class="n">prioq</span><span class="p">))</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="s2">"QUEUE:"</span><span class="p">,</span> <span class="n">prioq</span><span class="p">)</span>
+<span class="n">heappush</span><span class="p">(</span><span class="n">prioq</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">"QUEUE:"</span><span class="p">,</span> <span class="n">prioq</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="n">heappop</span><span class="p">(</span><span class="n">prioq</span><span class="p">))</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">heappop</span><span class="p">(</span><span class="n">prioq</span><span class="p">))</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+
+ <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain">
+<pre>QUEUE: [1, 3, 5, 4]
+1
+3
+4
+QUEUE: [5]
+QUEUE: [2, 5]
+2
+5
+</pre>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>See how the smallest item remaining is always what you get with <code>heappop</code>?</p>
+<p>You could logically accomplish the same by sorting the list each time before you want to do <code>.pop(0)</code>, but that would be WAY slower.</p>
+<p>With the heapq implementation of priority queue, adding and removing items has O(log N) complexity (<a href="https://en.wikipedia.org/wiki/Binary_heap#Summary_of_running_times">https://en.wikipedia.org/wiki/Binary_heap#Summary_of_running_times</a>). In contrast, sorting before each pop would have complexity O(N log N). Ouch!</p>
+
+</div>
+</div>
+<div class="jp-Cell-inputWrapper"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Conclusion">Conclusion<a class="anchor-link" href="#Conclusion">¶</a></h1><p>There are many ways to techniques for searching through a graph for a value or a path that vary in terms of which nodes are explored first and the extra data structures needed to keep track of work to be done. This simplest is probably recursive DFS (depth-first search); that one is also very memory efficient for graphs that branch out quickly but are not very deep.</p>
+<p>Unfortunately, DFS isn't good at finding short paths. BFS (breadth-first search) is guaranteed to find the shorter path. On the other hand, it tends to be harder to implement, and the data structure used to keep track of work to be done can require a lot of memory.</p>
+<p>We also learned about three patterns for keeping track of nodes to explore, and efficient data structures for each pattern:</p>
+<ul>
+<li>stack (can be used for non-recursive DFS) -- a regular Python list makes a good stack (deque is also a good option)</li>
+<li>queue (used for BFS) -- dequeue is efficient</li>
+<li>priority queue (used for A*, which we don't cover in CS 320) -- using heapq to add/remove items in a regular Python list is a good option</li>
+</ul>
+
+</div>
+</div>
+</body>
+
+
+
+
+
+
+
+</html>
diff --git a/lecture_material/10-Graph-Search-2/reading.ipynb b/lecture_material/10-Graph-Search-2/reading.ipynb
new file mode 100644
index 0000000..5008e74
--- /dev/null
+++ b/lecture_material/10-Graph-Search-2/reading.ipynb
@@ -0,0 +1,587 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Data Structures for Search\n",
+ "\n",
+ "In the previous reading, we introduced breadth-first search (BFS); when searching for a path between two nodes, BFS (in contrast to DFS) finds the shortest one, if one exists at all.\n",
+ "\n",
+ "A key detail of the BFS strategy is a TODO list of work to be done (that is, nodes to be visited). A loop keeps popping nodes from the front of the list (and visiting them), then adding new nodes discovered in the process to the end of the list. The search is done when the list is empty, or a path is found. Our prior use of lists for the TODO list was inneficient; in this reading, we'll think more broadly about TODO lists and how to use efficient alternatives to lists.\n",
+ "\n",
+ "A data structure to which we only append to the end and from which we only remove items from the front is called a *queue*, or sometimes FIFO (First-In First-Out) queue. There are three patterns with special names that are worth remembering:\n",
+ "\n",
+ "**queue**\n",
+ "* add to the end\n",
+ "* remove from the front\n",
+ "\n",
+ "**stack**\n",
+ "* add to the end\n",
+ "* remove from the end\n",
+ "\n",
+ "**priority queue**\n",
+ "* add items anywhere\n",
+ "* remove smallest/largest\n",
+ "\n",
+ "**Fun fact:** if the queue in the BFS algorithm were replaced with a stack, it wouldn't be BFS anymore; perhaps surprisingly, the resulting search algorithm would be a non-recursive DFS search."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "It's often a bad idea, but Python lists case be used with all three patterns:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "todo = [\"E\", \"B\", \"A\", \"D\", \"C\"]\n",
+ "\n",
+ "# queue\n",
+ "todo.append(\"F\") # end\n",
+ "x = todo.pop(0) # front\n",
+ "\n",
+ "# stack\n",
+ "todo.append(\"G\") # end\n",
+ "x = todo.pop(-1) # front\n",
+ "\n",
+ "# priority queue\n",
+ "todo.append(\"H\") # end\n",
+ "todo.sort()\n",
+ "x = todo.pop(-1) # smallest"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Given your knowledge of what list operations are fast (constant time) and slow (for example, linear time or worse), which of the above patterns will be efficient?\n",
+ "\n",
+ "Only the stack pattern is efficient, as making changes (pops/appends) at the end of a list is fast. The queue pattern is slow: popping from the front is an O(N) operation. The priority queue pattern is even worse: sorting is generally an O(N log N) operation.\n",
+ "\n",
+ "We'll now discuss more efficient options for queues and priority queues.\n",
+ "\n",
+ "## Queue Pattern and `deque`\n",
+ "\n",
+ "The Python deque (double-edged queue) data structure is efficient when used as either a stack or a queue. You can easily convert a list to a deque, and you can append to a deque as you would a list. One minor difference: instead of `L.pop(0)`, we'll use `dq.popleft()`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "deque(['B', 'A', 'D', 'C', 'F'])"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from collections import deque\n",
+ "\n",
+ "todo = deque([\"E\", \"B\", \"A\", \"D\", \"C\"])\n",
+ "\n",
+ "# queue\n",
+ "todo.append(\"F\") # end\n",
+ "x = todo.popleft() # front\n",
+ "\n",
+ "todo"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We can use the deque type instead of lists to make the TODO queue for our BFS implementation more efficient. The following shows our BFS code from last reading, with just three changes (indicated in the comments) necessary to switch from using a list to using a deque:\n",
+ "\n",
+ "* `# CHANGE 1: import it`\n",
+ "* `# CHANGE 2: deque instead of list`\n",
+ "* `# CHANGE 3: .popleft instead of .pop(0)`"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from graphviz import Graph, Digraph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from collections import deque # CHANGE 1: import it\n",
+ "\n",
+ "class mygraph:\n",
+ " def __init__(self):\n",
+ " self.nodes = {}\n",
+ " \n",
+ " def node(self, name):\n",
+ " self.nodes[name] = Node(self, name)\n",
+ " \n",
+ " def edge(self, src, dst):\n",
+ " for name in [src, dst]:\n",
+ " if not name in self.nodes:\n",
+ " self.node(name)\n",
+ " self.nodes[src].children.append(self.nodes[dst])\n",
+ " \n",
+ " def _repr_svg_(self):\n",
+ " g = Digraph()\n",
+ " for n in self.nodes:\n",
+ " g.node(n)\n",
+ " for child in self.nodes[n].children:\n",
+ " g.edge(n, child.name)\n",
+ " return g._repr_image_xml_svg()\n",
+ " \n",
+ " def find(self, src, dst):\n",
+ " self.visited = set()\n",
+ " return self.nodes[src].find(dst)\n",
+ "\n",
+ "class Node:\n",
+ " def __init__(self, graph, name):\n",
+ " self.graph = graph\n",
+ " self.name = name\n",
+ " self.children = []\n",
+ " \n",
+ " def __repr__(self):\n",
+ " return \"node %s\" % self.name\n",
+ " \n",
+ " def find(self, dst):\n",
+ " todo = deque([self]) # CHANGE 2: deque instead of list\n",
+ " self.back = None\n",
+ " self.graph.visited.add(self.name)\n",
+ "\n",
+ " # keep looping while there are unexplored nodes\n",
+ " while len(todo) > 0:\n",
+ " curr = todo.popleft() # CHANGE 3: .popleft instead of .pop(0)\n",
+ "\n",
+ " if curr.name == dst:\n",
+ " return backtrace(self, curr)\n",
+ " else:\n",
+ " for child in curr.children:\n",
+ " if not child.name in self.graph.visited:\n",
+ " todo.append(child) # NON-CHANGE 4: append is the same\n",
+ " child.back = curr\n",
+ " self.graph.visited.add(child.name)\n",
+ "\n",
+ " return None\n",
+ " \n",
+ "def backtrace(self, node):\n",
+ " nodes = []\n",
+ " while node != None:\n",
+ " nodes.append(node)\n",
+ " node = node.back\n",
+ " return tuple(reversed(nodes))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(node A, node C, node Z)"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = mygraph()\n",
+ "g.edge(\"A\", \"B\")\n",
+ "g.edge(\"A\", \"C\")\n",
+ "g.edge(\"B\", \"D\")\n",
+ "g.edge(\"B\", \"E\")\n",
+ "g.edge(\"C\", \"F\")\n",
+ "g.edge(\"C\", \"G\")\n",
+ "g.edge(\"E\", \"Z\")\n",
+ "g.edge(\"C\", \"Z\")\n",
+ "g.edge(\"B\", \"A\")\n",
+ "g.find(\"A\", \"Z\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Same result, but it will be faster for large graphs."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Priority Queue Pattern and `heapq`\n",
+ "\n",
+ "A* (\"A-start\") is an important AI search algorithm: https://en.wikipedia.org/wiki/A*_search_algorithm that we won't learn in CS 320 (take CS 540 if you're interested).\n",
+ "\n",
+ "Instead of using a *queue* to decide the order in which to visit nodes, a *priority queue* is used.\n",
+ "\n",
+ "To see why we would want this, let's look at a motivating case. Consider this graph:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.44.1 (20200629.0846)\n",
+ " -->\n",
+ "<!-- Pages: 1 -->\n",
+ "<svg width=\"172pt\" height=\"260pt\"\n",
+ " viewBox=\"0.00 0.00 172.00 260.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 256)\">\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-256 168,-256 168,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
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+ "<text text-anchor=\"middle\" x=\"82\" y=\"-230.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- A->B -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>A->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M70.07,-217.81C62.79,-208.55 53.34,-196.52 45.15,-186.09\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"47.84,-183.86 38.91,-178.16 42.34,-188.18 47.84,-183.86\"/>\n",
+ "</g>\n",
+ "<!-- E -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>E</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"82\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"82\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">E</text>\n",
+ "</g>\n",
+ "<!-- A->E -->\n",
+ "<g id=\"edge6\" class=\"edge\">\n",
+ "<title>A->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M82,-215.85C82,-178.83 82,-91.18 82,-46.39\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"85.5,-46.23 82,-36.23 78.5,-46.23 85.5,-46.23\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node5\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"137\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"137\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- A->D -->\n",
+ "<g id=\"edge4\" class=\"edge\">\n",
+ "<title>A->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M88.42,-216.43C97.85,-192.09 115.54,-146.4 126.77,-117.4\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"130.11,-118.49 130.45,-107.9 123.58,-115.96 130.11,-118.49\"/>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M27,-143.7C27,-135.98 27,-126.71 27,-118.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"30.5,-118.1 27,-108.1 23.5,-118.1 30.5,-118.1\"/>\n",
+ "</g>\n",
+ "<!-- C->E -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>C->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M38.93,-73.81C46.21,-64.55 55.66,-52.52 63.85,-42.09\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"66.66,-44.18 70.09,-34.16 61.16,-39.86 66.66,-44.18\"/>\n",
+ "</g>\n",
+ "<!-- D->E -->\n",
+ "<g id=\"edge5\" class=\"edge\">\n",
+ "<title>D->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M125.07,-73.81C117.79,-64.55 108.34,-52.52 100.15,-42.09\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"102.84,-39.86 93.91,-34.16 97.34,-44.18 102.84,-39.86\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<graphviz.graphs.Digraph at 0x7fe3da3a3100>"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = Digraph()\n",
+ "g.edge(\"A\", \"B\")\n",
+ "g.edge(\"B\", \"C\")\n",
+ "g.edge(\"C\", \"E\")\n",
+ "g.edge(\"A\", \"D\")\n",
+ "g.edge(\"D\", \"E\")\n",
+ "g.edge(\"A\", \"E\")\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "There are three paths from A to E:\n",
+ "1. A, B, C, E\n",
+ "2. A, E\n",
+ "3. A, D, E\n",
+ "\n",
+ "Which path will DFS choose? Which will BFS choose?\n",
+ "\n",
+ "<details>\n",
+ " <summary><b>ANSWER</b></summary>\n",
+ " DFS will choose (1), BFS will choose (2)\n",
+ "</details>\n",
+ "\n",
+ "Now what if we're trying to navitage between to points, and some roads/edges are longer than others:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
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+ "<!-- Generated by graphviz version 2.44.1 (20200629.0846)\n",
+ " -->\n",
+ "<!-- Pages: 1 -->\n",
+ "<svg width=\"254pt\" height=\"326pt\"\n",
+ " viewBox=\"0.00 0.00 254.00 326.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 322)\">\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-322 250,-322 250,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
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+ "<text text-anchor=\"middle\" x=\"108\" y=\"-296.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-213\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-209.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- A->B -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>A->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M82.73,-293.62C66.21,-288.74 45.62,-279.8 34,-264 29.23,-257.52 26.99,-249.26 26.06,-241.33\"/>\n",
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+ "</g>\n",
+ "<!-- E -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>E</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"108\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"108\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">E</text>\n",
+ "</g>\n",
+ "<!-- A->E -->\n",
+ "<g id=\"edge6\" class=\"edge\">\n",
+ "<title>A->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M107.25,-281.63C106.27,-257.97 104.61,-214.29 104,-177 103.25,-131.11 105.19,-77.73 106.62,-46.24\"/>\n",
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+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node5\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"213\" cy=\"-159\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"213\" y=\"-155.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- A->D -->\n",
+ "<g id=\"edge4\" class=\"edge\">\n",
+ "<title>A->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M119.64,-283.59C137.93,-259.38 173.54,-212.24 195.1,-183.69\"/>\n",
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+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-105\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-101.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M26.41,-194.91C26.24,-189.22 26.08,-182.84 26,-177 25.77,-161 25.77,-157 26,-141 26.04,-138.45 26.09,-135.79 26.15,-133.13\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"29.65,-133.18 26.41,-123.09 22.65,-132.99 29.65,-133.18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"56\" y=\"-155.3\" font-family=\"Times,serif\" font-size=\"14.00\">distance=1</text>\n",
+ "</g>\n",
+ "<!-- C->E -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>C->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M25.51,-86.73C25.5,-76.32 27.15,-63.32 34,-54 43.44,-41.16 58.81,-32.86 73.1,-27.57\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"74.34,-30.85 82.73,-24.38 72.14,-24.2 74.34,-30.85\"/>\n",
+ "<text text-anchor=\"middle\" x=\"64\" y=\"-57.8\" font-family=\"Times,serif\" font-size=\"14.00\">distance=1</text>\n",
+ "</g>\n",
+ "<!-- D->E -->\n",
+ "<g id=\"edge5\" class=\"edge\">\n",
+ "<title>D->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M201.36,-142.59C183.07,-118.38 147.46,-71.24 125.9,-42.69\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"128.51,-40.35 119.69,-34.48 122.92,-44.56 128.51,-40.35\"/>\n",
+ "<text text-anchor=\"middle\" x=\"216\" y=\"-101.3\" font-family=\"Times,serif\" font-size=\"14.00\">distance=1</text>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<graphviz.graphs.Digraph at 0x7fe3da3a9040>"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = Digraph()\n",
+ "g.edge(\"A\", \"B\", label=\"distance=1\")\n",
+ "g.edge(\"B\", \"C\", label=\"distance=1\")\n",
+ "g.edge(\"C\", \"E\", label=\"distance=1\")\n",
+ "g.edge(\"A\", \"D\", label=\"distance=1\")\n",
+ "g.edge(\"D\", \"E\", label=\"distance=1\")\n",
+ "g.edge(\"A\", \"E\", label=\"distance=100\")\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Which path do you prefer? Unless you like the scenic route, presumably A,D,E -- the one than neither BFS or DFS chooses.\n",
+ "\n",
+ "We need to base the order we explore nodes on distance. Rather than popping from the front or end of `todo`, we want to pop closest first. A priority queue is a structure that lets us do this.\n",
+ "\n",
+ "Python's heapq functions can accomplish this: https://docs.python.org/3/library/heapq.html. It doesn't need a special structure; it can cleverly arrange items in an underlying list to do this.\n",
+ "\n",
+ "Let's try it:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "QUEUE: [1, 3, 5, 4]\n",
+ "1\n",
+ "3\n",
+ "4\n",
+ "QUEUE: [5]\n",
+ "QUEUE: [2, 5]\n",
+ "2\n",
+ "5\n"
+ ]
+ }
+ ],
+ "source": [
+ "from heapq import heappush, heappop\n",
+ "\n",
+ "prioq = [] # regular list\n",
+ "\n",
+ "heappush(prioq, 4)\n",
+ "heappush(prioq, 3)\n",
+ "heappush(prioq, 5)\n",
+ "heappush(prioq, 1)\n",
+ "\n",
+ "print(\"QUEUE:\", prioq)\n",
+ "\n",
+ "print(heappop(prioq))\n",
+ "print(heappop(prioq))\n",
+ "print(heappop(prioq))\n",
+ "\n",
+ "print(\"QUEUE:\", prioq)\n",
+ "heappush(prioq, 2)\n",
+ "print(\"QUEUE:\", prioq)\n",
+ "\n",
+ "print(heappop(prioq))\n",
+ "print(heappop(prioq))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "See how the smallest item remaining is always what you get with `heappop`?\n",
+ "\n",
+ "You could logically accomplish the same by sorting the list each time before you want to do `.pop(0)`, but that would be WAY slower.\n",
+ "\n",
+ "With the heapq implementation of priority queue, adding and removing items has O(log N) complexity (https://en.wikipedia.org/wiki/Binary_heap#Summary_of_running_times). In contrast, sorting before each pop would have complexity O(N log N). Ouch!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Conclusion\n",
+ "\n",
+ "There are many ways to techniques for searching through a graph for a value or a path that vary in terms of which nodes are explored first and the extra data structures needed to keep track of work to be done. This simplest is probably recursive DFS (depth-first search); that one is also very memory efficient for graphs that branch out quickly but are not very deep.\n",
+ "\n",
+ "Unfortunately, DFS isn't good at finding short paths. BFS (breadth-first search) is guaranteed to find the shorter path. On the other hand, it tends to be harder to implement, and the data structure used to keep track of work to be done can require a lot of memory.\n",
+ "\n",
+ "We also learned about three patterns for keeping track of nodes to explore, and efficient data structures for each pattern:\n",
+ "* stack (can be used for non-recursive DFS) -- a regular Python list makes a good stack (deque is also a good option)\n",
+ "* queue (used for BFS) -- dequeue is efficient\n",
+ "* priority queue (used for A*, which we don't cover in CS 320) -- using heapq to add/remove items in a regular Python list is a good option"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/lecture_material/10-Graph-Search-2/shortest_path.png b/lecture_material/10-Graph-Search-2/shortest_path.png
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diff --git a/lecture_material/10-Graph-Search-2/solution.ipynb b/lecture_material/10-Graph-Search-2/solution.ipynb
new file mode 100644
index 0000000..d6593e6
--- /dev/null
+++ b/lecture_material/10-Graph-Search-2/solution.ipynb
@@ -0,0 +1,1770 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "d684d88e-e96d-4392-b4d6-92d3f1669b32",
+ "metadata": {},
+ "source": [
+ "# Graph Search\n",
+ "\n",
+ "- Depth First Search (Stack)\n",
+ "- Breadth First Search (Queue)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "66ba808a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# known import statements\n",
+ "from graphviz import Digraph\n",
+ "import time\n",
+ "import random\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# new import statements\n",
+ "from collections import deque\n",
+ "import heapq"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e042962c",
+ "metadata": {},
+ "source": [
+ "### Depth First Search (DFS) \n",
+ "- Few lectures ago: BST search with complexity **O(logN)**\n",
+ "- Finds a path from one node to another -- works on any directed graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "c00e99eb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def example(num):\n",
+ " g = Graph()\n",
+ " if num == 1:\n",
+ " g.node(\"A\")\n",
+ " g.edge(\"B\", \"C\")\n",
+ " g.edge(\"C\", \"D\")\n",
+ " g.edge(\"D\", \"B\")\n",
+ " elif num == 2:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"B\", \"C\")\n",
+ " g.edge(\"C\", \"D\")\n",
+ " g.edge(\"D\", \"E\")\n",
+ " g.edge(\"A\", \"E\")\n",
+ " elif num == 3:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"A\", \"C\")\n",
+ " g.edge(\"B\", \"D\")\n",
+ " g.edge(\"B\", \"E\")\n",
+ " g.edge(\"C\", \"F\")\n",
+ " g.edge(\"C\", \"G\")\n",
+ " elif num == 4:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"A\", \"C\")\n",
+ " g.edge(\"B\", \"D\")\n",
+ " g.edge(\"B\", \"E\")\n",
+ " g.edge(\"C\", \"F\")\n",
+ " g.edge(\"C\", \"G\")\n",
+ " g.edge(\"E\", \"Z\")\n",
+ " g.edge(\"C\", \"Z\")\n",
+ " g.edge(\"B\", \"A\")\n",
+ " elif num == 5:\n",
+ " width = 8\n",
+ " height = 4\n",
+ " for L1 in range(height-1):\n",
+ " L2 = L1 + 1\n",
+ " for i in range(width-(height-L1-1)):\n",
+ " for j in range(width-(height-L2-1)):\n",
+ " node1 = str(L1)+\"-\"+str(i)\n",
+ " node2 = str(L2)+\"-\"+str(j)\n",
+ " g.edge(node1, node2)\n",
+ " else:\n",
+ " raise Exception(\"no such example\")\n",
+ " return g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6690b3be",
+ "metadata": {},
+ "source": [
+ "### For a regular graph, you need a new class `Graph` to keep track of the whole graph.\n",
+ "- Why? Remember graphs need not have a \"root\" node, which means there is no one origin point"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "8f5e8b06",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.43.0 (0)\n",
+ " -->\n",
+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"134pt\" height=\"188pt\"\n",
+ " viewBox=\"0.00 0.00 134.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-184 130,-184 130,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"71\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"71\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M92.36,-144.41C89.09,-136.22 85.06,-126.14 81.38,-116.95\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"84.55,-115.45 77.59,-107.47 78.05,-118.05 84.55,-115.45\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"98\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"98\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- C->D -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>C->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M77.4,-72.41C80.51,-64.34 84.33,-54.43 87.83,-45.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"91.13,-46.55 91.46,-35.96 84.6,-44.03 91.13,-46.55\"/>\n",
+ "</g>\n",
+ "<!-- D->B -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>D->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M101.65,-36.09C103.68,-46.43 105.98,-59.91 107,-72 108.34,-87.94 108.2,-92.04 107,-108 106.36,-116.48 105.16,-125.66 103.88,-133.96\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"100.42,-133.45 102.25,-143.89 107.32,-134.59 100.42,-133.45\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b2beb0>"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "class Graph:\n",
+ " def __init__(self):\n",
+ " # name => Node\n",
+ " self.nodes = {}\n",
+ " # to keep track which nodes have already been visited\n",
+ " self.visited = set()\n",
+ "\n",
+ " def node(self, name):\n",
+ " node = Node(name)\n",
+ " self.nodes[name] = node\n",
+ " node.graph = self\n",
+ " \n",
+ " def edge(self, src, dst):\n",
+ " \"\"\"\n",
+ " Automatically adds missing nodes.\n",
+ " \"\"\"\n",
+ " for name in [src, dst]:\n",
+ " if not name in self.nodes:\n",
+ " self.node(name)\n",
+ " self.nodes[src].children.append(self.nodes[dst])\n",
+ "\n",
+ " def _repr_svg_(self):\n",
+ " \"\"\"\n",
+ " Draws the graph nodes and edges iteratively.\n",
+ " \"\"\"\n",
+ " g = Digraph()\n",
+ " for n in self.nodes:\n",
+ " g.node(n)\n",
+ " for child in self.nodes[n].children:\n",
+ " g.edge(n, child.name)\n",
+ " return g._repr_image_svg_xml()\n",
+ " \n",
+ " def dfs_search(self, src_name, dst_name):\n",
+ " \"\"\"\n",
+ " Clears the visited set and invokes dfs_search using Node object instance\n",
+ " with name src_name.\n",
+ " \"\"\"\n",
+ " # Q: is this method recursive?\n",
+ " # A: no, it is just invoking dfs_search method for Node object instance\n",
+ " # dfs_search method in Node class is recursive\n",
+ " # These methods in two different classes just happen to share the same name\n",
+ " self.visited.clear()\n",
+ " return self.nodes[src_name].dfs_search(self.nodes[dst_name])\n",
+ " \n",
+ " def bfs_search(self, src_name, dst_name):\n",
+ " \"\"\"\n",
+ " Invokes bfs_search using Node object instance with name src_name.\n",
+ " \"\"\"\n",
+ " return self.nodes[src_name].bfs_search(self.nodes[dst_name])\n",
+ "\n",
+ "class Node:\n",
+ " def __init__(self, name):\n",
+ " self.name = name\n",
+ " self.children = []\n",
+ " self.graph = None # back reference\n",
+ " self.finder = None # who found me during BFS\n",
+ " \n",
+ " def __repr__(self):\n",
+ " return self.name\n",
+ " \n",
+ " def dfs_search_v1(self, dst):\n",
+ " \"\"\"\n",
+ " Returns True / False when path to dst is found / not found\n",
+ " \"\"\"\n",
+ " # TODO: what is the simplest case? current node is the dst\n",
+ " if self in self.graph.visited:\n",
+ " return False\n",
+ " self.graph.visited.add(self)\n",
+ "\n",
+ " if self == dst:\n",
+ " return True\n",
+ " \n",
+ " for child in self.children:\n",
+ " if child.dfs_search_v1(dst):\n",
+ " return True\n",
+ " \n",
+ " return False\n",
+ "\n",
+ " def dfs_search(self, dst):\n",
+ " \"\"\"\n",
+ " Returns the actual path to the dst as a tuple or None otherwise\n",
+ " \"\"\"\n",
+ " # TODO: what is the simplest case? current node is the dst\n",
+ " if self in self.graph.visited:\n",
+ " return None\n",
+ " self.graph.visited.add(self)\n",
+ "\n",
+ " if self == dst:\n",
+ " return (self,)\n",
+ " \n",
+ " for child in self.children:\n",
+ " child_path = child.dfs_search(dst)\n",
+ " if child_path != None:\n",
+ " return (self,) + child_path\n",
+ " \n",
+ " return None\n",
+ " \n",
+ " def bfs_search_v1(self, dst):\n",
+ " \"\"\"\n",
+ " Returns True / False when path to dst is found / not found.\n",
+ " Iterative / non recursive method.\n",
+ " \"\"\"\n",
+ " to_visit = [self]\n",
+ " added = {self}\n",
+ " \n",
+ " while len(to_visit) > 0:\n",
+ " curr_node = to_visit.pop(0)\n",
+ " print(\"CURR:\", curr_node)\n",
+ " if curr_node == dst:\n",
+ " return True\n",
+ " \n",
+ " for child in curr_node.children:\n",
+ " if child not in added:\n",
+ " to_visit.append(child)\n",
+ " added.add(child)\n",
+ " child.finder = curr_node\n",
+ " \n",
+ " print(\"TO VISIT:\", to_visit)\n",
+ " \n",
+ " return False\n",
+ " \n",
+ " def bfs_search_v2(self, dst):\n",
+ " \"\"\"\n",
+ " Returns the shortest path to dst.\n",
+ " Iterative / non recursive method.\n",
+ " \"\"\"\n",
+ " to_visit = [self]\n",
+ " added = {self}\n",
+ " \n",
+ " while len(to_visit) > 0:\n",
+ " curr_node = to_visit.pop(0) # Slow O(N) operation\n",
+ " print(\"CURR:\", curr_node)\n",
+ " if curr_node == dst:\n",
+ " return self.backtrace(dst)\n",
+ " \n",
+ " for child in curr_node.children:\n",
+ " if child not in added:\n",
+ " to_visit.append(child)\n",
+ " added.add(child)\n",
+ " child.finder = curr_node\n",
+ " \n",
+ " print(\"TO VISIT:\", to_visit)\n",
+ " \n",
+ " return None\n",
+ " \n",
+ " def bfs_search(self, dst):\n",
+ " \"\"\"\n",
+ " Returns the shortest path to dst.\n",
+ " Efficient implementation using deque instead of list.\n",
+ " Iterative / non recursive method.\n",
+ " \"\"\"\n",
+ " to_visit = deque([self])\n",
+ " added = {self}\n",
+ " \n",
+ " while len(to_visit) > 0:\n",
+ " curr_node = to_visit.popleft() # Fast O(1) operation\n",
+ " print(\"CURR:\", curr_node)\n",
+ " if curr_node == dst:\n",
+ " return self.backtrace(dst)\n",
+ " \n",
+ " for child in curr_node.children:\n",
+ " if child not in added:\n",
+ " to_visit.append(child)\n",
+ " added.add(child)\n",
+ " child.finder = curr_node\n",
+ " \n",
+ " print(\"TO VISIT:\", to_visit)\n",
+ " \n",
+ " return None\n",
+ " \n",
+ " def backtrace(self, dst):\n",
+ " \"\"\"\n",
+ " Find the path backwards from dst\n",
+ " \"\"\"\n",
+ " curr = dst\n",
+ " path = (dst, )\n",
+ " \n",
+ " while (curr.finder != None):\n",
+ " path = (curr.finder,) + path\n",
+ " curr = curr.finder\n",
+ " \n",
+ " return path\n",
+ "\n",
+ "g = example(1)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c83e9993-765c-42a0-97f6-6277627acf95",
+ "metadata": {},
+ "source": [
+ "### Testcases for DFS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "15edd0d2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.43.0 (0)\n",
+ " -->\n",
+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"134pt\" height=\"188pt\"\n",
+ " viewBox=\"0.00 0.00 134.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-184 130,-184 130,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"71\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"71\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M92.36,-144.41C89.09,-136.22 85.06,-126.14 81.38,-116.95\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"84.55,-115.45 77.59,-107.47 78.05,-118.05 84.55,-115.45\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"98\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"98\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- C->D -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>C->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M77.4,-72.41C80.51,-64.34 84.33,-54.43 87.83,-45.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"91.13,-46.55 91.46,-35.96 84.6,-44.03 91.13,-46.55\"/>\n",
+ "</g>\n",
+ "<!-- D->B -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>D->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M101.65,-36.09C103.68,-46.43 105.98,-59.91 107,-72 108.34,-87.94 108.2,-92.04 107,-108 106.36,-116.48 105.16,-125.66 103.88,-133.96\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"100.42,-133.45 102.25,-143.89 107.32,-134.59 100.42,-133.45\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b2beb0>"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "d25ec05c-f6b8-4843-8107-64a4b79c5b5f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "None\n",
+ "(B, C, D)\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(g.dfs_search(\"B\", \"A\")) # should return None\n",
+ "print(g.dfs_search(\"B\", \"D\")) # should return (B, C, D)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a92903d6",
+ "metadata": {},
+ "source": [
+ "### Why is it called \"*Depth* First Search\"?\n",
+ "\n",
+ "- we start at the starting node and go as deep as possible because recursion always goes as deep as possible before coming back to the other children in the previous level\n",
+ "- we need a `Stack` data structure:\n",
+ " - Last-In-First-Out (LIFO)\n",
+ "- recursion naturally uses `Stack`, which is why we don't have to explicitly use a `Stack` data structure\n",
+ "- might not give us the shortest possible path"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "e5baef43",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
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+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"89pt\" height=\"332pt\"\n",
+ " viewBox=\"0.00 0.00 89.00 332.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 328)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-328 85,-328 85,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"54\" cy=\"-306\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"54\" y=\"-302.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-234\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-230.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- A->B -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>A->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M47.6,-288.41C44.49,-280.34 40.67,-270.43 37.17,-261.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"40.4,-260.03 33.54,-251.96 33.87,-262.55 40.4,-260.03\"/>\n",
+ "</g>\n",
+ "<!-- E -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>E</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"54\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"54\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">E</text>\n",
+ "</g>\n",
+ "<!-- A->E -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>A->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M57.65,-287.91C59.68,-277.57 61.98,-264.09 63,-252 69.72,-172.28 69.72,-151.72 63,-72 62.28,-63.5 60.93,-54.31 59.49,-46.01\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"62.91,-45.29 57.65,-36.09 56.03,-46.56 62.91,-45.29\"/>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M27,-215.7C27,-207.98 27,-198.71 27,-190.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"30.5,-190.1 27,-180.1 23.5,-190.1 30.5,-190.1\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node5\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- C->D -->\n",
+ "<g id=\"edge4\" class=\"edge\">\n",
+ "<title>C->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M27,-143.7C27,-135.98 27,-126.71 27,-118.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"30.5,-118.1 27,-108.1 23.5,-118.1 30.5,-118.1\"/>\n",
+ "</g>\n",
+ "<!-- D->E -->\n",
+ "<g id=\"edge5\" class=\"edge\">\n",
+ "<title>D->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M33.4,-72.41C36.51,-64.34 40.33,-54.43 43.83,-45.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"47.13,-46.55 47.46,-35.96 40.6,-44.03 47.13,-46.55\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b2b880>"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = example(2)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "2a0b9c3d-1838-433d-82dd-14ba3859198f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "(A, B, C, D, E)\n",
+ "None\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(g.dfs_search(\"A\", \"E\")) # should return (A, B, C, D, E)\n",
+ "print(g.dfs_search(\"E\", \"A\")) # should return None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "378d7ce7",
+ "metadata": {},
+ "source": [
+ "### Breadth first search\n",
+ "\n",
+ "- find the shortest path by exploring all children first before the grandchildren or any of the successors\n",
+ "- we need a `Queue` data structure:\n",
+ " - First-In-First-Out (FIFO)\n",
+ "- unlike DFS, BFS gives us the shortest possible path"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "75e190d3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: let's define bfs_search method"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "29031c60-26c4-4ce6-aeb2-7d34efce50e5",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.43.0 (0)\n",
+ " -->\n",
+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"278pt\" height=\"188pt\"\n",
+ " viewBox=\"0.00 0.00 278.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-184 274,-184 274,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"135\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"135\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- A->B -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>A->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M126.65,-144.76C122.29,-136.28 116.85,-125.71 111.96,-116.2\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"114.99,-114.44 107.3,-107.15 108.77,-117.64 114.99,-114.44\"/>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"171\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- A->C -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>A->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M143.35,-144.76C147.71,-136.28 153.15,-125.71 158.04,-116.2\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"161.23,-117.64 162.7,-107.15 155.01,-114.44 161.23,-117.64\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- B->D -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>B->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M84.43,-74.83C74.25,-64.94 60.48,-51.55 48.97,-40.36\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"51.41,-37.85 41.8,-33.38 46.53,-42.87 51.41,-37.85\"/>\n",
+ "</g>\n",
+ "<!-- E -->\n",
+ "<g id=\"node5\" class=\"node\">\n",
+ "<title>E</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">E</text>\n",
+ "</g>\n",
+ "<!-- B->E -->\n",
+ "<g id=\"edge4\" class=\"edge\">\n",
+ "<title>B->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M99,-71.7C99,-63.98 99,-54.71 99,-46.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"102.5,-46.1 99,-36.1 95.5,-46.1 102.5,-46.1\"/>\n",
+ "</g>\n",
+ "<!-- F -->\n",
+ "<g id=\"node6\" class=\"node\">\n",
+ "<title>F</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"171\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">F</text>\n",
+ "</g>\n",
+ "<!-- C->F -->\n",
+ "<g id=\"edge5\" class=\"edge\">\n",
+ "<title>C->F</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M171,-71.7C171,-63.98 171,-54.71 171,-46.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"174.5,-46.1 171,-36.1 167.5,-46.1 174.5,-46.1\"/>\n",
+ "</g>\n",
+ "<!-- G -->\n",
+ "<g id=\"node7\" class=\"node\">\n",
+ "<title>G</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"243\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"243\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">G</text>\n",
+ "</g>\n",
+ "<!-- C->G -->\n",
+ "<g id=\"edge6\" class=\"edge\">\n",
+ "<title>C->G</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M185.57,-74.83C195.75,-64.94 209.52,-51.55 221.03,-40.36\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"223.47,-42.87 228.2,-33.38 218.59,-37.85 223.47,-42.87\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b5c4f0>"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = example(3)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "3aef637c-068c-4fa7-b8cc-e7a069bc2ebb",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CURR: A\n",
+ "TO VISIT: deque([B, C])\n",
+ "CURR: B\n",
+ "TO VISIT: deque([C, D, E])\n",
+ "CURR: C\n",
+ "TO VISIT: deque([D, E, F, G])\n",
+ "CURR: D\n",
+ "(A, B, D)\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(g.bfs_search(\"A\", \"D\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "c15583e6-86e7-4a82-86ef-1cf1a5170fab",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.43.0 (0)\n",
+ " -->\n",
+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"89pt\" height=\"332pt\"\n",
+ " viewBox=\"0.00 0.00 89.00 332.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 328)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-328 85,-328 85,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"54\" cy=\"-306\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"54\" y=\"-302.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-234\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-230.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- A->B -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>A->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M47.6,-288.41C44.49,-280.34 40.67,-270.43 37.17,-261.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"40.4,-260.03 33.54,-251.96 33.87,-262.55 40.4,-260.03\"/>\n",
+ "</g>\n",
+ "<!-- E -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>E</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"54\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"54\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">E</text>\n",
+ "</g>\n",
+ "<!-- A->E -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>A->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M57.65,-287.91C59.68,-277.57 61.98,-264.09 63,-252 69.72,-172.28 69.72,-151.72 63,-72 62.28,-63.5 60.93,-54.31 59.49,-46.01\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"62.91,-45.29 57.65,-36.09 56.03,-46.56 62.91,-45.29\"/>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M27,-215.7C27,-207.98 27,-198.71 27,-190.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"30.5,-190.1 27,-180.1 23.5,-190.1 30.5,-190.1\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node5\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- C->D -->\n",
+ "<g id=\"edge4\" class=\"edge\">\n",
+ "<title>C->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M27,-143.7C27,-135.98 27,-126.71 27,-118.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"30.5,-118.1 27,-108.1 23.5,-118.1 30.5,-118.1\"/>\n",
+ "</g>\n",
+ "<!-- D->E -->\n",
+ "<g id=\"edge5\" class=\"edge\">\n",
+ "<title>D->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M33.4,-72.41C36.51,-64.34 40.33,-54.43 43.83,-45.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"47.13,-46.55 47.46,-35.96 40.6,-44.03 47.13,-46.55\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b5dc00>"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = example(2)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "2bdc2e53-5d49-431d-a5fd-73de64baf9b4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CURR: A\n",
+ "TO VISIT: deque([B, E])\n",
+ "CURR: B\n",
+ "TO VISIT: deque([E, C])\n",
+ "CURR: E\n",
+ "(A, E)\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(g.bfs_search(\"A\", \"E\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "d7fd243b-ae5f-42f6-b52a-33cf2fa93d64",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.43.0 (0)\n",
+ " -->\n",
+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"134pt\" height=\"188pt\"\n",
+ " viewBox=\"0.00 0.00 134.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-184 130,-184 130,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"71\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"71\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- B->C -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>B->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M92.36,-144.41C89.09,-136.22 85.06,-126.14 81.38,-116.95\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"84.55,-115.45 77.59,-107.47 78.05,-118.05 84.55,-115.45\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"98\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"98\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- C->D -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>C->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M77.4,-72.41C80.51,-64.34 84.33,-54.43 87.83,-45.35\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"91.13,-46.55 91.46,-35.96 84.6,-44.03 91.13,-46.55\"/>\n",
+ "</g>\n",
+ "<!-- D->B -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>D->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M101.65,-36.09C103.68,-46.43 105.98,-59.91 107,-72 108.34,-87.94 108.2,-92.04 107,-108 106.36,-116.48 105.16,-125.66 103.88,-133.96\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"100.42,-133.45 102.25,-143.89 107.32,-134.59 100.42,-133.45\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b5c130>"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = example(1)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "27943344-0e56-41e1-b3d8-306530b419a3",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CURR: B\n",
+ "TO VISIT: deque([C])\n",
+ "CURR: C\n",
+ "TO VISIT: deque([D])\n",
+ "CURR: D\n",
+ "(B, C, D)\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(g.bfs_search(\"B\", \"D\")) # should return (B, C, D)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "94e7bc72-8158-40e9-b615-573fc9506840",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CURR: B\n",
+ "TO VISIT: deque([C])\n",
+ "CURR: C\n",
+ "TO VISIT: deque([D])\n",
+ "CURR: D\n",
+ "TO VISIT: deque([])\n",
+ "None\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(g.bfs_search(\"B\", \"A\")) # should return None\n",
+ "# what's wrong?"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f25a8642-227a-4e7c-a2c9-6677dc7f5fde",
+ "metadata": {},
+ "source": [
+ "### How do we find the path using BFS?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "3e5053d9-ff2a-41a0-987c-84a0880f4f13",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CURR: A\n",
+ "TO VISIT: deque([B, C])\n",
+ "CURR: B\n",
+ "TO VISIT: deque([C, D, E])\n",
+ "CURR: C\n",
+ "TO VISIT: deque([D, E, F, G])\n",
+ "CURR: D\n",
+ "TO VISIT: deque([E, F, G])\n",
+ "CURR: E\n",
+ "(A, B, E)\n"
+ ]
+ },
+ {
+ "data": {
+ "image/svg+xml": [
+ "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+ "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+ " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+ "<!-- Generated by graphviz version 2.43.0 (0)\n",
+ " -->\n",
+ "<!-- Title: %3 Pages: 1 -->\n",
+ "<svg width=\"278pt\" height=\"188pt\"\n",
+ " viewBox=\"0.00 0.00 278.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+ "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+ "<title>%3</title>\n",
+ "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-184 274,-184 274,4 -4,4\"/>\n",
+ "<!-- A -->\n",
+ "<g id=\"node1\" class=\"node\">\n",
+ "<title>A</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"135\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"135\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">A</text>\n",
+ "</g>\n",
+ "<!-- B -->\n",
+ "<g id=\"node2\" class=\"node\">\n",
+ "<title>B</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">B</text>\n",
+ "</g>\n",
+ "<!-- A->B -->\n",
+ "<g id=\"edge1\" class=\"edge\">\n",
+ "<title>A->B</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M126.65,-144.76C122.29,-136.28 116.85,-125.71 111.96,-116.2\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"114.99,-114.44 107.3,-107.15 108.77,-117.64 114.99,-114.44\"/>\n",
+ "</g>\n",
+ "<!-- C -->\n",
+ "<g id=\"node3\" class=\"node\">\n",
+ "<title>C</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"171\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">C</text>\n",
+ "</g>\n",
+ "<!-- A->C -->\n",
+ "<g id=\"edge2\" class=\"edge\">\n",
+ "<title>A->C</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M143.35,-144.76C147.71,-136.28 153.15,-125.71 158.04,-116.2\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"161.23,-117.64 162.7,-107.15 155.01,-114.44 161.23,-117.64\"/>\n",
+ "</g>\n",
+ "<!-- D -->\n",
+ "<g id=\"node4\" class=\"node\">\n",
+ "<title>D</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"27\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">D</text>\n",
+ "</g>\n",
+ "<!-- B->D -->\n",
+ "<g id=\"edge3\" class=\"edge\">\n",
+ "<title>B->D</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M84.43,-74.83C74.25,-64.94 60.48,-51.55 48.97,-40.36\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"51.41,-37.85 41.8,-33.38 46.53,-42.87 51.41,-37.85\"/>\n",
+ "</g>\n",
+ "<!-- E -->\n",
+ "<g id=\"node5\" class=\"node\">\n",
+ "<title>E</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"99\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">E</text>\n",
+ "</g>\n",
+ "<!-- B->E -->\n",
+ "<g id=\"edge4\" class=\"edge\">\n",
+ "<title>B->E</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M99,-71.7C99,-63.98 99,-54.71 99,-46.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"102.5,-46.1 99,-36.1 95.5,-46.1 102.5,-46.1\"/>\n",
+ "</g>\n",
+ "<!-- F -->\n",
+ "<g id=\"node6\" class=\"node\">\n",
+ "<title>F</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"171\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">F</text>\n",
+ "</g>\n",
+ "<!-- C->F -->\n",
+ "<g id=\"edge5\" class=\"edge\">\n",
+ "<title>C->F</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M171,-71.7C171,-63.98 171,-54.71 171,-46.11\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"174.5,-46.1 171,-36.1 167.5,-46.1 174.5,-46.1\"/>\n",
+ "</g>\n",
+ "<!-- G -->\n",
+ "<g id=\"node7\" class=\"node\">\n",
+ "<title>G</title>\n",
+ "<ellipse fill=\"none\" stroke=\"black\" cx=\"243\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+ "<text text-anchor=\"middle\" x=\"243\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">G</text>\n",
+ "</g>\n",
+ "<!-- C->G -->\n",
+ "<g id=\"edge6\" class=\"edge\">\n",
+ "<title>C->G</title>\n",
+ "<path fill=\"none\" stroke=\"black\" d=\"M185.57,-74.83C195.75,-64.94 209.52,-51.55 221.03,-40.36\"/>\n",
+ "<polygon fill=\"black\" stroke=\"black\" points=\"223.47,-42.87 228.2,-33.38 218.59,-37.85 223.47,-42.87\"/>\n",
+ "</g>\n",
+ "</g>\n",
+ "</svg>\n"
+ ],
+ "text/plain": [
+ "<__main__.Graph at 0x7f3113b5f880>"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g = example(3)\n",
+ "print(g.bfs_search(\"A\", \"E\"))\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "34adcada-e97d-4725-912f-f519cbe68bfd",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "B"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g.nodes[\"E\"].finder"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "bd5239e5-d7a4-4277-a30c-71f4eac0eaf6",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "A"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "g.nodes[\"B\"].finder"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "d0790031-14df-4416-a666-95b0e3b1f5f2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g.nodes[\"A\"].finder"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "a9f87651-cdd2-46a0-8fbc-0f349fbea8e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: let's go back and implement a backtrace method to help us trace back this path"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3b1b32c7",
+ "metadata": {},
+ "source": [
+ "### BFS complexity\n",
+ "\n",
+ "- focus on the data structures that we use and identify the single line of code that is a slow operation\n",
+ "- Assuming N nodes in the directed graph, what will the current algorithm's complexity be? \n",
+ " - `O(N**2)`\n",
+ " - Why? to_visit.pop(0) will be O(N) operation because we need to slide the list items over every time we remove the first item\n",
+ " \n",
+ "- Can we make this algorithm better by using a different data structure than a list?"
+ ]
+ },
+ {
+ "attachments": {
+ "work_queue_slow_operations.png": {
+ "image/png": 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AgaQJ8OAdG7Wdn7bIlxfOXO38sPNux2fPmZ2Wsvvs4efMDztnTpFK4RdJxtl2/Jw5RSpl58e/u5G02I4AAgggkAwBApdkKLMPBBBAAAEEEEiaAA/esVHb+WmLfHnhzNXODzvvdnz2nNlpKbvPHn7O/LBz5hSpFH6RZJxtx8+ZU6RSdn78uxtJi+0IIIAAAskQIHBJhjL7QAABBBBAAIGkCfDgHRu1nZ+2yJcXzlzt/LDzbsdnz5mdlrL77OHnzA87Z06RSuEXScbZdvycOUUqZefHv7uRtNiOAAIIIJAMAQKXZCizDwQQQAABBBBImgAP3rFR2/lpi3x54czVzg8773Z89pzZaSm7zx5+zvywc+YUqRR+kWScbcfPmVOkUnZ+/LsbSYvtCCCAAALJECBwSYYy+0AAAQQQQACBpAnw4B0btZ2ftsiXF85c7fyw827HZ8+ZnZay++zh58wPO2dOkUrhF0nG2Xb8nDlFKmXnx7+7kbTYjgACCCCQDAECl2Qosw8EEEAAAQQQSJoAD96xUdv5aYt8eeHM1c4PO+92fPac2Wkpu88efs78sHPmFKkUfpFknG3Hz5lTpFJ2fvy7G0mL7QgggAACyRAgcEmGMvtAAAEEEEAAgaQJ8OAdG7Wdn7bIlxfOXO38sPNux2fPmZ2Wsvvs4efMDztnTpFK4RdJxtl2/Jw5RSpl58e/u5G02I4AAgggkAwBApdkKLMPBBBAAAEEEEiaAA/esVHb+WmLfHnhzNXODzvvdnz2nNlpKbvPHn7O/LBz5hSpFH6RZJxtx8+ZU6RSdn78uxtJi+0IIIAAAskQIHBJhjL7QAABBBBAAIGkCfDgHRu1nZ+2yJcXzlzt/LDzbsdnz5mdlrL77OHnzA87Z06RSuEXScbZdvycOUUqZefHv7uRtNiOAAIIIJAMAQKXZCizDwQQQAABBBBImgAP3rFR2/lpi3x54czVzg8773Z89pzZaSm7zx5+zvywc+YUqRR+kWScbcfPmVOkUnZ+/LsbSYvtCCCAAALJECBwSYYy+0AAAQQQQACBpAnw4B0btZ2ftsiXF85c7fyw827HZ8+ZnZay++zh58zv/9m7D/goij0O4P/0DiQhhEAIVVAR28OGoqCgYkGwgIAKqKhYEAuC8FRsCCqiUkQEKYqgCCJWBBUr2LtPkBpCCSGNkHa5JG/+G+64u529zNVc7n77EW93dnZ25rsLd7f/mxnYqTkZ5YKfkYxaOvzUnIxyyfzwvmukhXQIQAACEPCHAAIu/lDGOSAAAQhAAAIQ8JsAvnh7Ri3z4xLx8ELNVeYHO/ftcO+p2XEu2b0HPzU/2Kk5GeWCn5GMWjr81JyMcsn88L5rpIV0CEAAAhDwhwACLv5QxjkgAAEIQAACEPCbAL54e0Yt8+MS8fBCzVXmBzv37XDvqdlxLtm9Bz81P9ipORnlgp+RjFo6/NScjHLJ/PC+a6SFdAhAAAIQ8IcAAi7+UMY5IAABCEAAAhDwmwC+eHtGLfPjEvHwQs1V5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhXQIQAACEPCHAAIu/lDGOSAAAQhAAAIQ8JsAvnh7Ri3z4xLx8ELNVeYHO/ftcO+p2XEu2b0HPzU/2Kk5GeWCn5GMWjr81JyMcsn88L5rpIV0CEAAAhDwh4DXAy5lP22iij9/dqHuYRSZlk7RWe0pqk07imia7MKxyAqBwBOoqaygit9+pLIfv6WqnGyqLiqw/qmtqqKIJk0pIjmFwpulUGRKGsWd1J3iu/egyPSMwGsMagQBCECgEQrgi7dnF03mxyXi4YWaq8wPdu7b4d5Ts+NcsnsPfmp+sFNzMsoFPyMZtXT4qTkZ5ZL54X3XSAvpEIAABCDgDwGvB1zy506nwqXz3K57eJNmFHPsCZR6y70U26Wr2+XgQAj4U4A/0JV+/jEVr3mTyn//iajK5PLpo7I6UOJ5F1KzQcMpQgRjsEAAAhCAgHsC+OLtnpvlKJkf78PDC4uQ81eZH+ycm1n2yux4H/wsQs5f4efcx9le2DnTqX8f/Oo3cpYDfs506t8n88P7Rv1uyAEBCEAAAr4TCLiAi7WpYWGUdOnVWuAlUvQGaIiltrpaO21YRERDnL5BzxnKbXcFnj/IlW5YS/kLZ1HVjn9dOdQwb1hsHDUdOIyaDbmJGureN6wcdkAAAhBoBAL44u3ZRZL5cYl4eKHmKvODnft2uPfU7DiX7N6Dn5of7NScjHLBz0hGLR1+ak5GuWR+eN810kI6BCAAAQj4QyBwAy5HWh+ekEgtp8ym+FPP9IeHdg7TnmzKfWI8mbZvplrRUyHh9J6UNv4J8fA71W91aKgThXLbXTU3Fxyk/Q+PFcOH/eDqoUr5w+ITKH3SNEo8t69SfmSCAAQgAIE6AXzx9uxOkPlxiXh4oeYq84Od+3a499TsOJfs3oOfmh/s1JyMcsHPSEYtHX5qTka5ZH543zXSQjoEIAABCPhDIOADLowQ0bwFZS1+T8x90cznJrU1NZQ9or+ut0J8j17UatrLPj9/Q54glNvuqnvFX7/Svkl3UXX+AVcPdTl/s6GjRE+veygUe1q5jIUDIAABCAgBfPH27DaQ+XGJeHih5irzg537drj31Ow4l+zeg5+aH+zUnIxywc9IRi0dfmpORrlkfnjfNdJCerAKmHbvpD13D9ea1/qFRRTdpn2wNhXtgkCjEPBbwCUyvRWFi8nCbRfzvj1UazZTbUWZbbJ0PaHXRZTx+IvSfd5MNO3aTtnX9dMXGRFJHdf/RmGRkfp9QZISym135RKWfPqB1gOKzFVKh/G8RJFp6RTRNJlqSg+LCGIEVRcVkHlfDj+9Uioj7rSztYBfWFSUUn5kggAEIBDKAvji7dnVl/lxiXh4oeYq84Od+3a499TsOJfs3oOfmh/s1JyMcsHPSEYtHX5qTka5ZH543zXSQnqwCpT9tJH2jh2hNa/VjIUU371HsDYV7YJAoxDwW8ClxcRp1KTfAClKdUkxVf7vDyp8fR6V//KdNA8npj/8LCX1vdxwvzd2mLZvoezhknOEh4uAy+8UzA+8Q7ntqvdO2a8/0N57RlJ9wZbojl0o6cL+FC+Go4vu2Fn6Bbj6UBGV/7iRSjd9QSXr3yeqch7ASepzGbUQfwdkHyhV6498EIAABEJBQPbvJL54q195mR8fDUM1Q5kf7Ny3w72nZse5ZPce/NT8YKfmZJQLfkYyaunwU3MyyiXzw/uukRbSg1UAAZdgvbJoV2MVCIiAiy1eyacfUu7ke2yTrOsJvftRxmPPW7d9scI9bnYOOp+q83Ltio896TTKnPW6XVqwbYRy21WupWn3Dsq5dTDViACh0RLVtiOl3nw3JZx3oeGXXtmx5tx9VPDaXDr03gqimmpZFi0t+YbbKHWU/O+H4UHYAQEIQCDEBPDF27MLLvPjEvHwQs1V5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhfRgFUDAJVivLNrVWAUCLuDCkHkvPEnFby/RmUaJMQjbvvGxLt3bCdr8HP8V83McrJufI7pDZ2o5ZTZFt87y9qkCrjxP215bXU0HX3ySmg4aKbzaBFz73K0Qt0ub22fnVsMiki65itLum0zh0dGGeerbwT1o9j98N9UU5htmbTl1LiWe3dtwP3ZAAAIQCHUBfPH27A6Q+XGJeHih5irzg537drj31Ow4l+zeg5+aH+zUnIxywc9IRi0dfmpORrlkfnjfNdJCerAKIOASrFcW7WqsAgEZcDGL3iU7rzxXbxoWRh3W/UrhMbH6fV5Oqa02U5WYz4WiYyhKBFpkb+JePmXAFOdu2/m4/Y/dT6WffUQtn5xFief2DZg2eVqR4tXLKG/6ZMNimo+ZSM2uqZugzDCT4g6+//feP4pM2zdLj4jK6kBZS96jMDGvEBYIQAACENALyN6z8cVb72SUIvPjvDA0ErNPl/nBzt7IaEtmx3nhZyRmnw4/ew9XtmDnipY+L/z0Jq6kwM8VLX1emR/eN/ROSAluAQRcgvv6onWNTyAgAy7MuL3faVRz+JBONHPe2xR7XDddOhIaVoCHI9svhoIr/eITrSLBFHCpKSulnYP7UI2Y6F62JN8wWgzzNVa2y+00DrrsHnU1VefX9bJyLCjt3keo6cChjsnYhgAEIAABIYAv3p7dBjI/LhEPL9RcZX6wc98O956aHeeS3XvwU/ODnZqTUS74GcmopcNPzckol8wP77tGWkgPVgEEXIL1yqJdjVUgYAMuO0QPF8d5VBg54+l5lHDWeY3VOyjrXSsme9//yFgq/Wq9tX3BFHApXDqP8udOt7bNdiWhZ1/Rm2em4Rdc27yurlds/otyRg8mEr6OS3hyKrV/50v0cnGEwTYEIAABIYAv3p7dBjI/LhEPL9RcZX6wc98O956aHeeS3XvwU/ODnZqTUS74GcmopcNPzckol8wP77tGWkgPVgEEXIL1yqJdjVUgIAMuNWVltP2iU6SmbRauoZhOXaT76ks07ckWwzRtoUjxsDrm2G4UFhk6QzL5qu01JhPtf+guKvt2gx1/MAVcuKdJ5T9/2LVP2xDDzbV7cz1FNm+h3+ellLxZU6n4zYXS0lq9sITiTz1Dui9QEmvKy8i8N4fMhQeppuQQhSc1EX//mlNkZpZfhgb0hUMwtskXTigTAg0pgC/enunL/LhEPLxQc5X5wc59O9x7anacS3bvwU/ND3ZqTka54Gcko5YOPzUno1wyP7zvGmkhPVgFEHAJ1iuLdjVWgYAMuBwWw1LtF5PWy5YOa3+h8Ph46678V2dSySdrrNu8EnfCKZT+36etaTwRed5zj1LVjn+taWFiHpjYE/9DqbfeS7FdTrCm88qBZx+hsh+/tUtLOv8SSr3lHru0+jZqTJVUIc5d9sM3VLn1H6oWQ1LVVlZqh4XFxFAEB346HUfxZ/SkOFGXsKio+oq029/Qbef27Zt4J5V/96VdvXgjIqU5hcUdvU62GcLCwqn1i0to77hRVFNRbruLIhKTqPWc5coTz1f8/Zs2b4xdIXx+UU6b+asck13eNh/YTzuvkveoajZ0FDUffb/LZbpyQPWhIto16AKqKT2sO6zp4JGUducEXTon8HWpdJgDpvkt91Li+f2k+W0T2TT3ifFUW1NtTQ6PiaOsxfZ/z6w7HVZqa2qoZN172t/L8l++k/bQ4b9/8aefQ00HDNFeHYqQbgZjm6QNRSIEIOCxAL54e0Yo8+MS8fBCzVXmBzv37XDvqdlxLtm9Bz81P9ipORnlgp+RjFo6/NScjHLJ/PC+a6SFdCOBso1fUPmfv1Dl5j/Fs5Qt4geicRTd6ViK6Xw8JZ5zAUW372R0KB36cBVVbvmb4rqfpeXlUWAOb/iYDovnIqacbKouKRZzQ7elmA6dKb77meK5zCWGZcl2mAsOUtmmL6ny3/+Rads/VLlzu3gumkDR4oes0e06UmLfy8WUDCW0d+wI7fBWMxaK8/SQFYU0CEDATwIBF3AxF+ZT9nDxj4V4dVwiUltQ+9Vf2SVzIKX4nTfs0nhS8bZLP9LSit5aRAdnPmW3325DTDyeevPd1GzozRQWHq7t2n3zVdo/srb5ki67htLHP2GbZLjOc34Uvf0aFS1/Vfyqv9gwn+0OHiIq5bpbqIl4AB0uek6oLA3Z9prKCto3YTSVOwSmVOotvg1Sh/W/a4EE2RwlafdN1h7Eq5S1TwTmLPPG2OZvcsW11OL+R22T3Frne4udZUu7d7+hSBFY8vWSN+MxKl61VHeaqMx21HbZWl06f7jcdu6xuvS0cY9T0/6DdOmOCYXLF1L+7Kl2yWGx8dRx3S92abKNCvHhJO/ph7QPG7L9srQE8eGlxYQnKaJpsmy3lhaMbTJsLHZAAAIeC+CLt2eEMj8uEQ8v1FxlfrBz3w73npod55Lde/BT84OdmpNRLvgZyailw0/NySiXzM9f77um3TvJJB6Cq/yw0aj+SG9YAf6R64GnJlLp158aVoR/HJ1y0xhqNuToc0PbzPwMk0fTSTjnfGo+ZpL4AfkY8UzkL9ssduucL+2BJ7TRd+x2SDYOf/ah9kyqurhIsleehICL3AWpEPCnQEAFXMp++Z4OvvgkmURvENmSPOIOShX/yNkuzoIOHPQ4+IJakCSp35WUPrEuMONJwIV70+SK+UyqRQTanSUyI5MypswWPV/0D8wdy2uotnOvlH3jb6Pynzc5VkltWwRcOn35jwhKLRHX50ndMWzAgYQwEQxztphydlH20Iv4CZB9NhE4y3pjLUW3zrJPd2Mr7zkR7HhHH+yIEb2i2sxf6UaJrh/Cv2Tg3kCyxbHHF+dpqOBEqajn/ofGUK1DryVZvR3Totp1otbPL6LI1DTHXdp2MLZJ2lAkQgACXhFoyC/eXmlAAxci8+Mq+evhRQM33+PTy/xgp8Yqs+Mj4Qc/NQH3c+Hec9+Oj4Qf/DwT8Oxo2f3n6/eNqn05VLBoDpV89A4lXXyFeJZk/4NFz1qEo/0lwPPm7ntwtN380fxsIlr8iJuqKqly2xYyH9hnrU7cyacTBzMcpyewBFxijutG5rxcqj54QDsmIqkpxZ5wMlF0LJl2bqOq7G3W51cxHbtQ5oJ3xHOvCGv5tis8lPmBaZPo8KcfHk0Wz9L4h7fcq6VGjJ5jFuVV7d97dP+RNQRcdCRIgIDfBfwWcGk25CaKP+1suwbWVldr/3hV7dmtzZHh9AF+VDS1W7lBFwE2CjqkPfA47b3rOus/ZnYnlmyk3vkgJQ8eoe1xN+Ci9YZ4XgR4bIZikpyq3iQebin9oWco8bwLneZtiLbz/Dp7x9+iDZXmtHLOdh4JuHAvGR4uSxacaiGGhGty0RXOSqG86ZOpePUyXZ4E0T0z49EZunR3ErgXT+k3n+kOTR5+u9YzSrfDBwk8dNv2i7uLN3yTrvSs5et0gSX+cOnvHi4m8UEk+8YBHt37caecLoaae03XRk4IxjZJG4pECEDAKwIN8cXbKxUPkEJkflw1Xz+8CJDme1wNmR/s1Fhldnwk/OCnJuB+Ltx77tvxkfCDn2cCnh0tu/989b7BD9MLl7xEhz54m3jYKF6SxHML2yHtPWsNjvaXQK3ZTNkjrqCqXVu1U0aL4b6a3/MwxZ98mrUKfB8dev9tKnjpGW1YMN7B0xIkX3erNQ+vWAIulkStR8yoe6npQDGCTWycJZnKxI+W90++1zqiT9q9j4g8Q637bVfyxLPF4pVHn4/wcOypt91P4QmJttnItGsbFb72shjS/T3xgalG24eAix0RNiDQIAJ+C7h42jr+B43/YXNcZEEHbf4QEaAx5+ojvY7H83ZU+2Moa+Fqa48KdwIuJZ9+QLniH06vLZFR1PqFxdrcLkZlNkTby37+jvbefYNRldTSjwRcOLNs+CpOjxIR+6wlHxh+eDcXFtDOq3sRiWCE45L56mqKPeY4x2S3tjmIwF2EHZf0h5+lJDFOpr+WnYP7iMnnd+tOlzlnGcV2O9UunT8U+DvgkiOCmzxfkWzhsUqjjz2BwkU33BrxobTyf79L28LHZkx7mRJ69NIVE4xt0jUSCRCAgNcE/PnF22uVDqCCZH5cPV89vAigpnulKjI/2KnRyuz4SPjBT03A/Vy499y34yPhBz/PBDw7Wnb/eft9g4e+L3x9Xt1w9g4/hEzo2Yea3/WgeNYtHnbzj2+r+bVG/Mfr4g+/avtEmrYt9vOD8SPrR/MdSRP7tHxaOdXWcrU5VjlN7K/VXuvK5x8yc/l1568rQ0urFcda89Udo5XB5+b6iON4W8uj1e9IeZx2ZD+fi9tztI4iDw8wUm0WaUfLqcsn0vh8R44PE/u5HnVlmbXXMFEej1yTIn7A2tBL4RsLKP+lp7VqRHc4hjLnvkXhBvMQa8/Bxg7nDySit0oMtRXPqqJat7E2wTbgEhaXIJ5rzKV48YNS2VIhni/l8I9VxcJTC3RY860uW4WYSybn9iHa+bTynpyp+wG740G2c2Ej4OKog20I+F+gUQRcki4eQC1EF03ZG6ks6GDHKB7yNh89ToyleAFFiOGKKn7/WZsPo/SrddZsrWa+bhfFdjXgov2Dees10snB+SQc0GlyYX+KFl0Go9q01SZAN23/V8wT85eIlq+gWtHTQ7aEizktsha+S5Fp6bLd2jiOjvPX2GX0Udt5jppa8QbLC48jmT1E3xOHe6jIHpzX1S+MIpKaaKs8PNnOa86nmqKCul02/2/55CxKPLevTcrR1fxXZ1LhwllHE46sxYmJ2FtPX6BLdzdhe/8e1l8f2Jbh7zew3aOvpUrxpuu4yIz4w6U/Ay5GwUb+5UXqrfcRz6djmR+J688fuoreFPPEzH9B12uHu+9mLVqj61YbjG1yvJbYhgAEvCcg+7zg7S/e3qtt4JUk8+NawlDtWsn8YOe+He49NTvOJbv34KfmBzs1J6Nc8DOSUUuHn5qTUS6Zn7fed3l+jyLxYJ6HQzd6bmNUL6TLBZJH3kmpN94l3+mnVJ7EfueVvcRw6GV1AZTXPqSoVplOz54nhsMvFvcBL02vvoHS7p5kzW8bcFH5cS4PGc9Dx/PSbs1GMZJPirUsDlBl33CZ6HmzTUtrfu/D1GzgMOt+o5WynzbS3rEjtN3+fl5lVCekQyCUBQI+4JJ0+SBqISZRNxrX0FnAJTwhiVpOfckumGK52NrwXzOfoqReFxH/g2i7uBpwyblT/Lr/N8mv+8VcIsnDbqEU8YbCXQpli0kMp5b39H8N50NJuvRqShcTisuWQGh7tQiU7Lj8LF31ZIEAXaYjCYVLX6H8ufbXgHcZzZPCQ5HtvKoX1RQX6ops9cISij/1DF26uwnbLz2DasSHLMcl8+UVFHv8iY7JPtvec/dw6T2SPvk5SrrgUrvz8odLfwVceFzRXcMuthvzVKtMeARlviR63xx/kl3dbDcOfbyaDjw53jZJW28x/glqcpkIYNoswdgmm+ZhFQIQ8LKAL794e7mqAVmczI8r6q2HFwHZaC9WSuYHOzVgmR0fCT/4qQm4nwv3nvt2fCT84OeZgGdHy+4/b7xv8Dwte+66XnnkFM9aETpH+3N4diPVsp82ieCE6LEilsTz+1HLR583ympNr9jyN+XcNFDbjvvPWdoctJadloBL3EmnUetZr1uSDV8PrXmTDjzzsLbfcdQS0+4dYq7ii7V9sd3+Q61nLzX8N9b2BAi42GpgHQINLxCwAZeYE06lNNEts76H2s6CDvU99Oc30PDEJtbeFpbL4UrAhScK32cwobkrUeWDc56homXzLVU4+soTwL/+IUW3aX807chaQ7edq+GNgAvPC7Pzmt7SwEYr0VslXvRasV2KVi2lgzMes03S1mPEw/02L7+lS/ckwWgor1bPzqf4M3p6UrRLx2aP6E+mbZt1x8h8+MOlvwIuhz5ZQwceH6erV8rNY0U34dG6dMeEPeIXGOXilxi2S1z3HtRaTERnuwRjm2zbh3UIQMC7Ar764u3dWgZuaTI/rq03Hl4Ebqu9VzOZH+zUfGV2fCT84Kcm4H4u3Hvu2/GR8IOfZwKeHS27/7z1vsGjexStfJ2K31qkPfuQ1lQMMRWVkkoUESn+MoSLVzEJuniOEy7+aGnhYWI7Uhv1QRv5IUKkH8nH22Hix4p1x9QdFyb2H007si7y1B0rygoT61oZ/Go5lvOJcrk8S5ol35FjOb1WnLcuHx8n6sh5berM9Qjn+mh1P7qvri28zW0Rr3b5+Lx19dPV29KWI+WF8bkihQWX04ALX9ODzz9urUGMGAK93kU8Z+FRaniJaN6C2r/zlfUQS8Al4ZzzKeOpl6zpRivcu4V7ufDSQszfzCPiWJbDG9bS/ofGaJstJkyhJpdeZdnl9BUBF6c82AkBvws0aMCFxyIMT0oSkz4lUYQIfPC4iXGnnEFxYpKqSDH8l8piFHSIOa4btZn3tkoRujyuBFxyxS/0S8Qv9R0XnviKJ8BSXXiIrpxbB1n/Abc9LuWmMZQixrl0XBq67VwfbwRcuJyCJXOp4JUZvGq3xIp7IVMM+WZZuHvlLjGEmWw+k/oCbJYyXHndzdfk7990h7SYOI2a9BugS/dVgtHQZpkL3qHYzsfbnZY/XPor4JIvrlmhuHZ2i5g/qcMH3xmOf2qbV9bLJTIjk9q99altNu1BS7C1ya6B2IAABLwqIPsS560v3l6taIAWJvPjqsJQ7YLJ/GDnvh3uPTU7ziW79+Cn5gc7NSejXPAzklFLh5+ak1EumZ+333d5KPRD7y6nwmULqDo/z64qPHx9xlNz7NKwEdgCedMfpeLVb7hfSRE46rj+NwqLjtbKcDXgYtq2hbJH1M0J7PhsyXb4/Mx5YmSV49RGVkHAxf3LiSMh4AsBvwVcWohhsZIusnlAzZF3jnJ7uBgFHVpOmU2JYvIydxbVgAs//N/BQ04dPmR3Go52t136MYXHJ9il17dh2rGVeJJ2MlfZZTXqudGQbbdU0FsBl5rSw7TzatHLxcGSz2PbxdI22m+pA79GtetIWWLiMtmHLdt8rq7vmzCaSr/5THdY02uGU9qYibp0XySY9mRT9rXyuWzarfyCIlu0tDstf7j0V3Bi33/votIvPrE7f4SoT6tp8+zSjDZMYlzS3Mn32O8W/y50/PQPChO/fLEswdgmS9vwCgEIeF9A9l7g7S/e3q914JQo8+PawVDtGsn8YOe+He49NTvOJbv34KfmBzs1J6Nc8DOSUUuHn5qTUS6Zn6/ed2tNJir+YAUVLZ1vHWos4axelPH0y0bVQ3oACux7UDzn+fozCouJJR7S3NUlTPRqShDzDVvuPZcDLjm7rHMhOwZcch+9j0rWv69Vqb34IWtEk2ZK1UPARYkJmSDgNwH/BVx81CPAKOjQ7u0NFJme4RakasDFfPAA7RyoH1Yqqf8gSh93tHuiK5WQTo4uUcTNbAAAQABJREFUuqZ22lDXddG2rIZsu6Ue3gq4cHkFC2dRwaszLUVbX+POPJdaP/OKtr37lmuo8n+/W/dZVlo8+BQ1ueRKy6bXXvNfeV704NB3CY1snUXtlq/z2nmcFVS0YjEdfHGKLktESnNq/+43unT+cOmvgMuu6y+lqp1bdXXwNCHrjY/thtELxjZ5aoTjIQABYwHLlx/bHL764m17jmBZl/lx22CodoVlfrBz3w73npod55Lde/BT84OdmpNRLvgZyailw0/NySiXzM/X77u1ZjOVrF1Nha/PoyjxbICHHMfSeASsz9LE0GYdPvmFwmPjPKq8NwMuec8/QcUrX9PqIxvRxKiiCLgYySAdAg0jEJQBF45Sd1j3q+GXjvqoVQMuFX/+Qjmjr9UV13zsQ9Tsqut06SoJedMni66Ny3RZ23/4vZhrpqlduvVNwibVX223nNKbAZfqkkO0i+dyEb1dHJfMV1cTj5+6985hjruIe1S0e/NTux4RukxuJpT98j3tHXO99Oisxe+JYfA6S/d5M3H3bYOp8q9fdUUmXHApZUx+TpfOHy79EXCpra6mbX1PIqqq0tXB04SMp+dRwlnnWYsJxjZZG4cVCEDA6wIN8cXb641owAJlflwdXz+8aMAme/XUMj/YqRHL7PhI+MFPTcD9XLj33LfjI+EHP88EPDtadv/5632DvxNXbvlLedgnz1qKo70lUPSOmBf4uce04jJfWk6xJ5ziUdHeDLgcen8FHZj2X60+LSZOFUPZD1SqGwIuSkzIBAG/CQRlwCUqsx21XbbWbUTVgEvptxto3/hbdefxZEJ1o94Mjr/455PKAi7+arul0d4MuHCZ+fNfoMLF+vFPE3r3I6qsoNJvP7ec2vra/K4HqdmgEdZtb67UimDC9n7dqVac23FJOO9CynhC3yPHMZ8n24fFcGb7xbBmsiXtgcep6eWDdLv4w6U/Ai5G115XITcSHD9YBGOb3GDBIRCAgKJAQ37xVqxiQGeT+XGF/fXwIqBxFCon84OdApzIIrPjI+EHPzUB93Ph3nPfjo+EH/w8E/DsaNn9h/cNz0yD/WjbH9YazZnsioE3Ay4VYkSXHDGyCy8JPftSxpRZSlVBwEWJCZkg4DeB4Ay4ZHUQc6h85DaiasCl7KdNtHfscN150ifPoKQLLtGlqyTYTpBlmz/rtQ8pWsxTYrtIAy5+arulHkYP3d2dwL76UJGYy+V8qi0vtZzC6Wu4GM+y3dufK03Q7rQgJztznxxPJR+vlubwxq8hpAWLRO6mnD2iP1WJeU4cl7C4BGq3coPo9dTEcZf2UMIfAReth0vvrvwUxK4OPGlgk/6D7dJc3Yjp2MVubhr+wBxsbXLVBPkhAAF1AXzxVreS5ZT5cT48vJBp6dNkfrDTO8lSZHacD34yLX0a/PQmqimwU5WS54Of3EU1FX6qUvJ8Mj+8b8itkFonoD13GtCTaqtMYkLgaMoSI6o4Pm9zxcqbAZca8WNfniva8qPfluJHvonix771LQi41CeE/RDwrwACLhJv1YCLace/lH3DZboSkq+/jVJvcZgIXJdLnrBv4p1U+pV+bpD272+iiKbJdgcFY8CFG5j/8nNiLFS1SeeSR95JqTfeZefi7Q3Tzm2Ufb08gBbZqg21efktimiW4u3TUu5TE6nkw5XScpsOHklpd06Q7uPErT276Pap9gQqXL6Q8mdPtTs+LDaeOq77xS6NN3aIDynV+Qfs0uPFUGCtxJBg3l6CsU3eNkJ5EIBAnQC+eHt2J8j8uEQ8vFBzlfnBzn073HtqdpxLdu/BT80PdmpORrngZySjlg4/NSejXDI/vO8aaSHdImD7Y+eYzl2p9eyl9c7lwvcVP6Ph4e6bXXP0x9feDLhw/WxHvglPTqWsBe9QZFq6perSVwRcpCxIhECDCSDgIqFXDbhUlxTTjktO15UQd+qZ1PqFxbr0+hJqq820c9AFVH1gv13W8IQk6vDxj3ZpvBGsARfuNbPzGtHLpaJc12bbhDAxsRn3bnEMRNnm8db6vkkiEPalPhDG5cd2+w+1en4RhUdHe+t02uR7+S9Pl5cXGSXmrFlv1wPEMeO2vqcIvzK7ZNVAoCsBl92jrqbKf/6wO0+4CAy2X/MthYWH26V7uhGMbfLUBMdDAAJyAXzxlruopsr8+Fg8vFATlPnBzn073HtqdpxLdu/BT80PdmpORrngZySjlg4/NSejXDI/vO8aaSHdIlBrMhEHSqpydmpJka3bUstJU8XznVMtWexeK7b+QzzncqWYyznm+JPFD2/ftO73dsCltqaGcu4Yqp2LTxKe2ISa3z2Jmlw8wHpO2xVTzi7KfWK8mPu37keyrWYspPjuPWyzYB0CEPCzAAIuEnDVgAsfmj3yCjKJf3gdF3eG1CpYNJsKFrzoWBQZBXACIuAiJrrfcclpujp7MqwaF3ZwztNUtGyBrlzbhKZX30Bp4k3HH0vVvhxteK9a8UsG2RJ78mnU8rEXKFL8+sCThYfp4h4+RcvmGxaTett9lDzsFsP9vGPHVefpAndJl11D6eOfcHoc73Ql4JL7zENUsuYtXZmpo8dR8tCbdemeJARjmzzxwLEQgICxAL54G9uo7JH58XF4eKGiJ3/oDTv37XDvqdlxLvzdVbdyzAk7RxHXtuHnmpdjbvg5iri2LfPD+65rhqGaW5vL5X7x3MJUWUcQFkaJ5/ej2K6nUHSHY6jmcAlVbvmbKsSPTMt/+FZ8GK7R8vk64MInMYmh5ffcMYyqiwvr6ib+H3fqGRR3yhkU3elY4h9mV4lAS8XvP9Lhde8RP0uyLAi4WCTwCoGGE0DARWLvSsAl/5XnqXDJS7pSwsUQU21f+0B5qCnTti2UffOVROYqXVlp48Tk6P31k6MHQsCFx5fc3uckXZ1Tbx9PyUNu1KWrJpgLDmq9XKxvfI4HRkTW9fJIz3Dc47PtQ2vfpQNPPGBYfoTo4pnx6Aytx4thJic7zPl5xPPFlP/wjWGu2BO7U+uZr9Xbe8TyCwvbgmKOO5HazFthmyRdz3txChWvsO+hZTSkWPnvP4kPAUP15URFUdb8VeJDSmf9PicpFX/9Kj7M/EXNrhqmyxWMbdI1EgkQgIBXBPDF2zNGmR+XiIcXaq4yP9i5b4d7T82Oc8nuPfip+cFOzckoF/yMZNTS4afmZJRL5of3XSMtpDsKcGAj97FxIrDyl+Mu6XZCr4so9db7KDqzrXW/5VlFwjnnU8ZT+ueD1oxHVrhHSvaQC7WtFhOnUZN+8p4r/Iwob9okKt34hWMRTrcRcHHKg50Q8IsAAi4SZlcCLmYx/NdO/ofSEhG3KS/6mOOoxYQpFNv5eJtU/WrZpi+Jewo4DiXGObnrYNu31ovJ0ZvqDgyEgAt3ddzWS7TPceL0Hr0pY9pcXZ0tCTxJWYSY8N7ZkjfzKSp+a5E0S5LoSpk+aZp0ny8TOSBS8vFqp6eI79GLUm4cQ7FdxITyCou5sIAKl86j4nfekN5HliI4iMcBk6iMTEuS4eueu4dT+c+bdPuzlnxA0e076dItCYc3rKX9D42xbFpfjQIu/EF21+A+ZBY9gBwXnt+mxcSpFH9Sd8ddum2eDyl/3gwq/fpTMjpXMLZJB4EECEDAKwL44u0Zo8yPS8TDCzVXmR/s3LfDvadmx7lk9x781Pxgp+ZklAt+RjJq6fBTczLKJfPD+66RFtJlArVmMxUsnkOHv/iEzNnb7XqLcH4exj7m2BPEc567KPZ4/Q+OfRVwsdT10Jo3qfi9t6hS/FCbqkyWZO01LD5R/EB7sFa/3Ml1c0kj4GJHhA0INIgAAi4SdlcCLny400newyOomZjgvOnAIRTZsrX1ixB39+Pufzw5vLMH+M3HPiR+7X+dpJaBMYcLV0w21BOnt5wymxJ79uFV61IhxrssXPoKlX67gbIWvSse/h9j3ee4UvHv/yjnRnmkv77AgWNZ3trmeXb2T76XSkVgor4lqm1Hij/tbK3bZ2SLDIoUARMS85pwt1Rz4UGq/Pt3Kv3uS6r44xciUa6zJVwE3Fq/+BrFdOriLJt1H39YKJj/gnXbshJ3Rk/RC+d50f000ZKkvfIH0qLlC8W9LOaNkdTFKAjCBxevXqaNZWpXoM0GD2WWPGgERWW1ozDRM4mXGhGgrMreKbrJbqUy8WuNkk/WWIN2RucKxjbZMGEVAhDwogC+eHuGKfPjEvHwQs1V5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhfT6BPhZhWn7Fqras5siUppTdLtOYuh48SwnABZ+HlW1aweZdm4VP85OomjxzCmiRUvD9/8AqDKqAIGQFUDARXLpXQ241IjJ3ffceR1Vbv5TUtrRJH6QHN22PXH03JS9QxeZPpqzbi1OTHLV6tn54iF1hOMubTsQerhwRfZNvINKv1ovrWPcGeeKydvLKUK8GVSKXgzmvbut+TLnLDOckIwzcY+Hwtf0vWQSzhbdNKfW303TeiIvr7gSdPHGqXkS+lbT54seMycoF8djjOaICe1lS2TrLGp6xbUiANKBwmNitA8Txe+toCrxpm20GAVBOD9/mN17301Oh0LTyhXBlihx7lrxiwzz/j3WAIvjOY3OFYxtcmw7tiEAAe8I4Iu3Z44yPy4RDy/UXGV+sHPfDveemh3nkt178FPzg52ak1Eu+BnJqKXDT83JKJfMD++7RlpIhwAEIAABfwgg4CJRdjXgwkXw2Io5tw4ic+5eSYmuJ/FwZJmzllJ4fILhwYEScDn8zWe0f8Jow3oa7XAWcKkpPUw7r+pFNaUlusMzX1pOsSecokv3ZwIPpVb0xnzK514kkh4h3qoLz9nScvJzFCnmh3Fl4Q+YObcPpco/f3blMMO8RkEQywHmvFzKHnkF1dhM6GbZ5+qr0bmCsU2u2iA/BCCgJoAv3mpORrlkfpwXDy+MxOzTZX6wszcy2pLZcV74GYnZp8PP3sOVLdi5oqXPCz+9iSsp8HNFS59X5of3Db0TUiAAAQhAwH8CCLhIrN0JuHAx5oMHaN9/76JKMfG3J0tCz76UPvEprYugs3ICJeDCw6PtvfdG6ZwhzurvLODCw47lz31Wd3jsSaeJQNTruvSGSqjY/BcdmDJB6yXizTqEJyRRs6E3U/KwUYY9nOo7n0l0gd0tgiC15aX1ZT26PzqGotJbUdVu0QPLZjEKgthkIZM4Zu/9o+x6MdnuV12PEl122772gTR7MLZJ2lAkQgACHgngi7dHfPiVvGd8Uj88+FFDlf3d5SPhBz81Afdz4d5z346PhB/8PBPw7GjZ/Yf3Dc9McTQEIAABCHgmgICLxM/dgAsXVVtVRQULZ1HRisXaUFqS4g2TwpNTKWX4HWLOlmGGeWx3BErAhevE85Lse/ju+oeVsmlA5ry3Kfa4bjYpdas1JhPtuuZ8qi7I0+3LeOYVSjjzXF16Qybwhzme7L1Q9HipFHPUeLJwoKXpoOHanCc8JqenC8+Ds18M+aYN4VVPYTznTMZjz1Pp999Q/uypdrlVAi58gLmwgHIfvZfKf9pod7zKBs8rk3zDaGp2zXAKi4oyPCQY22TYWOyAAATcEsAXb7fYrAfJ/HgnHl5YiZyuyPxg55TMulNmxzvhZyVyugI/pzxOd8LOKU+9O+FXL5HTDPBzylPvTpkf3jfqZUMGCEAAAhDwoYDXAy5Fby2igzOf0lW5xcRp1KSffAJ0XWYXEji4UfDqTLsjeG6Ktks/sktzZWPPmOup/Jfv7Q7hib/Txz9hl+Zsw1yYT8UrllCpGG6LJ9wyXCKjKLbryZTY6yJqcvk1Yk6NWMOsjjsCse2Hv1xHB+c8TeY92Y7V1bbDE5tQ0sUDtDlEott1lOYpXvMm5T3zsG5fdKdjKWvhu7r0QErgYED5919T2Y/fUvnvPxGJCddUloTzL6EmwiXu1DNcugdUyq4+VERFy16l4vfekg75FZHagpIuuoJSRt5B4bFxVLh8odsBF0t9KsR8Rnz/l3wm/h6KOVu0RczhYjf8WngERaZnUFSbdpTU5zJK7H2xdn5LGc5eg7FNztqLfRCAgGsC+OLtmpdjbpkf58HDC0cp+bbMD3ZyK8dUmR3ngZ+jlHwbfnIXlVTYqSgZ54GfsY3KHvipKBnnkfnhfcPYC3sgAAEIQMD3Al4PuPi+yo3vDDy/i2nXNqopKqRqMccF/3qfJ0KPFD1aOIjAD7mDbeGAk2nnNqrK2Ulh/GC9ZWvtT5R4wB4WKR68Gyw8PNmuoRdJh6VKf2S69mDe4NCAS+agwMEXp1DJWoUgkQi8cc8dDnzE9+hN4dHRXm8P9xwybdtM5n05ZC4qoMhmKRTZKpNiOncV1yjc6+fjAnmum2pxL5hz94leUIeIokS7xLmixf0Q0byF28OlWSobjG2ytA2vEICA+wL44u2+HR8p8+N0PLxghfoXmR/s6nfjHDI7TocfK9S/wK9+I6McsDOSUUuHn5qTUS74Gcmopcv88L6hZodcEIAABCDgGwEEXHzjilLdFCj59EPKnXyP7ujIjExqu+wTjx/Q6wr2Q0Lpxi/owLMPU/WB/UpnC4tPoPgzzqWEc86n+O49KDKlud1xWpBhx78U06mL8DAOXtkdhA0IQAACISSAL96eXWyZH5eIhxdqrjI/2Llvh3tPzY5zye49+Kn5wU7NySgX/Ixk1NLhp+ZklEvmh/ddIy2kQwACEICAPwQQcPGHMs6hLJAtJnk3bf1Hlz/t3keo6cChuvTGklBTVkr5Lz1Dxe8u5ydWLlWbg00xHToTxcRQ1a7tWs8hLqPVi0so/qTuLpWFzBCAAARCQQBfvD27yjI/LhEPL9RcZX6wc98O956aHeeS3XvwU/ODnZqTUS74GcmopcNPzckol8wP77tGWkiHAAQgAAF/CCDg4g9lnENJoGzTl7R33Chd3nAx9Fq7tz8Xw2zF6PY1tgSezydvzjNU/t2X7ldd9GppKSa3Tzy3r/tl4EgIQAACQSyAL96eXVyZH5eIhxdqrjI/2Llvh3tPzY5zye49+Kn5wU7NySgX/Ixk1NLhp+ZklEvmh/ddIy2kQwACEICAPwQQcPGHMs6hJJBz13VU8esPurwpt9xDKdffpktvzAllP24Uk9MvoPIfviES85woL2L+n4wnZlFCj17KhyAjBCAAgVATwBdvz664zI9LxMMLNVeZH+zct8O9p2bHuWT3HvzU/GCn5mSUC35GMmrp8FNzMsol88P7rpEW0iEAAQhAwB8CCLj4QxnnqFeg4q9fKee2wbp8PJ9J+5VfUHhikm5fMCSY83KpZO27dOjDVVS1e4fzJokePq2mvkTxp53tPB/2QgACEAhxAXzx9uwGkPlxiXh4oeYq84Od+3a499TsOJfs3oOfmh/s1JyMcsHPSEYtHX5qTka5ZH543zXSQjoEIAABCPhDAAEXfyjjHPUK7Jswmkq/+UyXr9mQm6n57eN06cGYUPHHz1Ty6QdU+e8/xEOP1Rw+ZG1mWGw8ZUybS/GnnmFNwwoEIAABCMgF8MVb7qKaKvPjY/HwQk1Q5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhXQIQAACEPCHAAIu/lDGOZwKmHZspewbLtXnEcNntVvxOUWmpun3hUCK+eABMu34l0y7tlFs11Mo9rhuIdBqNBECEICA5wL44u2ZocyPS8TDCzVXmR/s3LfDvadmx7lk9x781Pxgp+ZklAt+RjJq6fBTczLKJfPD+66RFtIhAAEIQMAfAgi4+EMZ53AqkPvkeCr5eLUuT1L/QZQ+7nFdOhIgAAEIQAACzgTwxduZTv37ZH58FB5e1G/HOWR+sHPfjo+EH/zUBNzPJft7y6Xh3lMzhZ+ak1Eu+BnJqKXL/PB3V80OuSAAAQhAwDcCCLj4xhWlKgqYc/fSzkF9xMTx1fZHhIVR1htrKTqzrX06tiAAAQhAAAL1COCLdz1A9eyW+fEheHhRD9yR3TI/2Llvx0fCD35qAu7nkv295dJw76mZwk/NySgX/Ixk1NJlfvi7q2aHXBCAAAQg4BsBBFx844pSFQXynn+cile+rsud0LsfZTz2vC4dCRCAAAQgAIH6BPDFuz4h5/tlfnwEHl44d7PslfnBzqLj/FVmx0fAz7mbZS/8LBKuv8LOdTPbI+Bnq+H6OvxcN7M9QuaH9w1bIaxDAAIQgIC/BRBw8bc4zmcVqC4ppp0Dz6XaygprmmUlc/4qiu3S1bKJVwhAAAIQgICyAL54K1NJM8r8OCMeXki5dIkyP9jpmKQJMjvOCD8ply4RfjoS5QTYKVNJM8JPyqKcCD9lKmlGmR/eN6RUSIQABCAAAT8JIODiJ2icRi9Qc7iEDn/9qW5HeFw8JZ53oS4dCRCAAAQgAAEVAXzxVlEyziPz49x4eGFsZrtH5gc7WyHjdZkd54afsZntHvjZari2DjvXvBxzw89RxLVt+Lnm5Zhb5of3DUclbEMAAhCAgD8FEHDxpzbOBQEIQAACEICAzwXwxdszYpkfl4iHF2quMj/YuW+He0/NjnPJ7j34qfnBTs3JKBf8jGTU0uGn5mSUS+aH910jLaRDAAIQgIA/BBBw8YcyzgEBCEAAAhCAgN8E8MXbM2qZH5eIhxdqrjI/2Llvh3tPzY5zye49+Kn5wU7NySgX/Ixk1NLhp+ZklEvmh/ddIy2kQwACEICAPwQQcPGHMs4BAQhAAAIQgIDfBPDF2zNqmR+XiIcXaq4yP9i5b4d7T82Oc8nuPfip+cFOzckoF/yMZNTS4afmZJRL5heI77vDhw83agLSIQABCEDAQ4HFixd7WIJ3D0fAxbueKA0CEIAABCAAgQYWaCxfvBuYyfD0Mj/OHIgPLwwb0YA7ZH6wU7sgMjs+En7wUxNwPxfuPfft+Ej4wc8zAc+Olt1/gfi+gYCLZ9cZR0MAAhBwJoCAizMd7IMABCAAAQhAAAIeCjSWL94eNtNnh8v8+GSB+PDCZwgeFCzzg50aqMyOj4Qf/NQE3M+Fe899Oz4SfvDzTMCzo2X3XyC+b1gCLtOnT/eswTgaAhCAAASsAvfdd5+2joCLlQQrEIAABCAAAQhAwPsCsi/e3j8LSoQABCAAAQhAAAIQCEQBBFwC8aqgThCAAAS8L4CAi/dNUSIEIAABCEAAAhDQCSDgoiNBAgQgAAEIQAACEAgZAQRcQuZSo6EQgECICyDgEuI3AJoPAQhAAAIQgIB/BBBw8Y8zzgIBCEAAAhCAAAQCUQABl0C8KqgTBCAAAe8LIODifVOUCAEIQAACEIAABHQCCLjoSJAAAQhAAAIQgAAEQkYAAZeQudRoKAQgEOICCLiE+A2A5kMAAhCAAAQg4B8BBFz844yzQAACEIAABCAAgUAUQMAlEK8K6gQBCEDA+wIIuHjfFCVCAAIQgAAEIAABCEAAAhCAAAQgAAEIQCCgBYYPH67Vb/r06QFdT1QOAhCAQGMSQMClMV0t1BUCEIAABCAAAQhAAAIQgAAEIAABCEAAAl4QQMDFC4goAgIQgICDAAIuDiDYhAAEIAABCEAAAhCAAAQgAAEIQAACEIBAsAsg4BLsVxjtgwAEGkIAAZeGUMc5IQABCEAAAhCAAAQgAAEIQAACEIAABCDQgAIIuDQgPk4NAQgErQACLkF7adEwCEAAAhCAAAQgAAEIQAACEIAABCAAAQjIBRBwkbsgFQIQgIAnAgi4eKKHYyEAAQhAAAIQgAAEIAABCEAAAhCAAAQg0AgFEHBphBcNVYYABAJeAAGXgL9EqCAEIAABCEAAAhCAAAQgAAEIQAACEIAABLwrgICLdz1RGgQgAAEWQMAF9wEEIAABCEAAAhCAAAQgAAEIQAACEIAABEJMAAGXELvgaC4EIOAXAQRc/MKMk0AAAhCAAAQgAAEIQAACEIAABCAAAQhAIHAEEHAJnGuBmkAAAsEjgIBL8FxLtAQCEIAABCAAAQhAAAIQgAAEIAABCEAAAkoCCLgoMSETBCAAAZcEEHBxiQuZIQABCEAAAhCAAAQgAAEIQAACEIAABCDQ+AUQcGn81xAtgAAEAk8AAZfAuyaoEQQgAAEIQAACEIAABCAAAQhAAAIQgAAEfCqAgItPeVE4BCAQogIIuITohUezIQABCEAAAhCAAAQgAAEIQAACEIAABEJXAAGX0L32aDkEIOA7AQRcfGeLkiEAAQhAAAIQgAAEIBCyArXV1RQWERGy7UfDIQABCEAAAoEugIBLoF8h1A8CEGiMAgi4NMarhjpDAAIQgAAEIAABCEAggAVMOTtpzx3XUZMrBlPTAUMoMqV5ANcWVYMABCAAAQiEpgACLqF53dFqCEDAtwIIuPjWF6VDAAIQgAAEIAABCEAg5ATyZjxGxauWau1O6NmHMqbMDjkDNBgCEIAABCAQ6AIIuAT6FUL9IACBxiiAgEtjvGqoMwQgAAEIQAACEIAABAJUoOZwCe0YeC7VVpRpNWw1YxHFdz8rQGuLakEAAhCAAARCVwABl9C99sHU8jlz5tDnn39OtbW11mY98sgj1K1bN+u2uyv79++nCRMmUP/+/enKK690txivHPfJJ5/Qa6+9RpMnT6aOHTt6pUwU4hsBBFx844pSIQABCEAAAhCAAAQgEJIChctepfw507S2R3foTFmL3wtJBzQaAhCAAAQgEOgCKgEXs9lMu3btsnuYLWtXVFQUZWVlUVhYmGw30iDgM4GzzjqLtm7dalf+qlWrqGfPnnZprm5wAGfAgAH07bff0mWXXUYLFy50tQiv5r///vtp8eLFWiCJgy+RkZFeLR+FeU8AARfvWaIkCEAAAhCAAAQgAAEIhLRAbXU17bq2L5n379EcWox/gppcdk1Im6DxEIAABCAAgUAVUAm48IPm7777TqkJI0eOpKefflopLzJBwFsCHBDcsmWLVtyjjz5KmzdvJm8EXFauXEm33XabVu6yZcuoT58+3qqyW+X8+uuv1LdvX+3YqVOn0k033eRWOTjI9wIIuPjeGGeAAAQgAAEIQAACEIBASAgc3rCW9j80RmtreLMUardyA4VHx4RE29FICEAAAhCAQGMTUAm48PBFH3/8sbVplh4v3JOlQ4cO1nT+tf2tt95K119/vTUNKxDwt8Dll19OmzZtonfeeYfOOecct09vMpmoR48eWu+uk046idavX+92Wd488Nprr6VPP/2UmjdvTj/88AMlJiZ6s3iU5SUBBFy8BIliIAABCEAAAhCAAAQgEOoCu2+5hir/97vGkHzDaEodNTbUSdB+CEAAAhCAQMAKqARcHCufm5tLJ5xwAiUnJ1t7FTjmwTYEGkrAWwGXRYsW0bhx47Rm8LwpF198cUM1ye68HGS55JJLtLQHH3yQ7r33Xrv92AgMAQRcAuM6oBYQgAAEIAABCEAAAhBo1AKHPllDBx6v+2JKkVHU7u3PKTI1rVG3CZWHAAQgAAEIBLMAAi7BfHVDs23eCLjU1NRovVu2bdtGnTt3pm+++SagMPv3708bN26ktLQ0+uWXXygmBr3JA+oCicog4BJoVwT1gQAEIAABCEAAAhCAQCMTqCkvo11DLqLq/ANazZsNHUXNR9/fyFqB6kIAAhCAAARCSyBUAy5VVVXEQ0YlJCR4/YLzkGsVFRU+GerJF2VzmfwnNjbW6xY86Xx5eTnFx8d7tezDhw9rZYaHh+vK9UbAhYfQswyN98gjj9Cdd96pO09DJrzxxht09913a1WYPn063XDDDQ1ZHZxbIoCAiwQFSRCAAAQgAAEIQAACEICAukD+y89R4esvawdEpKRR22WfULiXv1yr1wY5IQABCEAAAhBQEQiFgAsHE7777jutR8D3339Pf/75J+Xl5Wk8qamp1K5dO+KH9DfffLNhT4Hi4mJaunQpHTp0yMqalZVFQ4cO1bY///xz4knVv/32Wzpw4ABxoIHn1uCyL7vsMho2bBi1bNnSeqztii/Ltj2PZZ09Xn/9dc3k77//pn///Zc4ANW+fXs6/vjjteHibrzxRkpJSbEcIn39+eeftXlNuDcIL6eccgpddNFFtHfvXlq4cCHxfu59UVJSovUSOfPMM7U5VQYOHCgtz1mixWjVqlW0detWKi0tJZ4zKDMzk/r166cFR4455hitCG8EXCzzpPA8Rb/99htlZGQ4q562b9++fbRixQoqKyuzy8v3wahRo+zurfz8fFq+fLlmY5s5Li6ObrrppnqDdRxwOu6447TAXiDNL2PbllBfR8Al1O8AtB8CEIAABCAAAQhAAAIeCJj2ZFP29WIsafFlnZcWk6ZRk4sHeFAiDoUABCAAAQhAwB8CwR5wefPNN2nixIl2gRIj1zZt2mhBky5duuiyvP322zR69Gi7dJ5QffHixdrQQWvWrLHb57gRFRVF3FPi1ltvddxFvizb8WS///47jR07lv744w/HXXbbPCH7M888owWL7HbYbAwYMMBuqK2RI0dS9+7d6YEHHtACIjZZ7VY5+DBlyhS7NGcb3Nvk9ttv1wUnbI+JiIjQzsttu+KKK2jTpk30zjvvaAEe23wq6xwg4nuAg1Bnn302rV69WuUw4p4mU6dOleZ99913tSHKLDv5vrn/fnlPcA5WcZCuvoUDhFwuLz/99BNxABBL4Agg4BI41wI1gQAEIAABCEAAAhCAQKMT2Df+Nir99nOt3jFdT6bMl5YT/yIQCwQgAAEIQAACgS0Q7AGXe+65R+vNkZSURNzDgoMk/Kdbt25aLxTujfHJJ5/QzJkzaf/+/dShQwdat24dNWnSxO7CcQ8LfhDOQ4Xt3r2b3nrrLa2HAQ9p9ddff2l5L7zwQuKeEV27dqUWLVrQli1btF4eM2bM0Hq9cKbrrruOeNt28WXZtufhid95Evjq6mpt+DAO/lxwwQXEPUN4ODHu6cITsr/wwgvW+vL98eyzz9oWY13n3kLcs4cDItxriHuccO8ZXk488UStV88ZZ5yh9fLZsWMHvfzyy1qvDt7PQ3RxAKq+hY/573//q2Vr1qwZ8fXkoA73xOEeJRxAWrBggVZvznT11Vdr14d7NLkbcOHjbrnlFu2c7MUBJJWF7wvu5TR79mxrLxcOLnHPIR7yy3aelYKCAi1Yx3PEcFCQl/T0dO28HLji+7W+5dVXX6Xx48dr2Z544glpMK++MrDfdwIIuPjOFiVDAAIQgAAEIAABCEAgqAUOf/M57Z9wW10bRZAlc94Kij22W1C3GY2DAAQgAAEIBItAsAdcOECSnZ1NnTp1Itl8H5bryIEXDpjk5uZqPRWczYnBE6hz7w7LwsGZp556igYNGmRJsnstKiqiBx98UOvJwjuef/55LRhhl+nIhq/K5qHDuH2VlZVakIWDPkbDZPFwVdxTg4MdvHBvjEsuET2ZDRbbB/+chR2ee+45uwCD5dCXXnqJHn74YS048+OPP1Lr1q0tu3SvHPzh4cE4QNSrVy8tKCYblo33v/jii/T0009bAz5cmLsBFw5ecNCJFx72i4NSrizcu2bIkCHEjjzcFw8zlpycrCuCg1BXXnkl5eTkaEOj8XBpHJxRXXiosz59+mjZ+X7lHjZYAkcAAZfAuRaoCQQgAAEIQAACEIAABBqNgDkvl7JHXkE1xYVanZMuvZrSJzzZaOqPikIAAhCAAARCXSDYAy6uXF8eQosf2g8ePJhmzZpleKhjUIR7NVgefBseJHbwPC7cm6Zp06bakF48X4fj4ouyOejUt29f+ueff+jUU0/VhsiSnduxLvzAeMmSJVrPC56bxrHXjyW/bcCFAwgcVDEKbvHcNueee65WFzZma6OFeyJxrxvu0fLBBx8Ylmk5/pVXXtGGj7Nsuxtw4Z4/HPzghXspyYIllnMYvfLcNRx44mAb98ZZuXIl8TBtloXLZSsO8HGvKj6fs+CT5TjbVx7yrJ2YI8hkMlHv3r21Xle2+7HesAIIuDSsP84OAQhAAAIQgAAEIACBRidQK35NuGfMDVTx+49a3SOat6Cshe9SRDPnE6w2uoaiwhCAAAQgAIEgFkDA5ejFtQwlxb05uFeH0WIbFBkxYoQ214lRXtv0AwcOUM+ePYmHk+IhzHj4McfFF2WvXbtWG8qMgyw810daWprjaaXbPDwY94rh+V54Hhwezku2WAIup59+uhbM4flqnC2WQM6kSZO0+WRkeS0OPAwXD1vGw57Vt3Awp3///tr8LZyXgxjs7erC15971/AwazxMmLsLDzXHQ5wdPHhQqz/Xh3vosOc111xD+fn52lwxHIzh4cTcWbgHDffO6tixo7Xd7pSDY7wvgICL901RIgQgAAEIQAACEIAABIJaIP/l56jw9bqhJsRPDqnVi69R/Endg7rNaBwEIAABCEAg2ARCKeDCQ0/xPC38EJ0fUvN8c9xrg3se8APr9evXE8+54UrAhecK4R4KqgsPLTZ//nztgfucOXN0h1kCDbzDW2XzBPU8hBj3qLAME6Y7sUGCJZjCE9FzvWWLJQ/PPcI9hOpbnnzySW1YNWdBHEtQhu9PozlkZOfh4bx4GDJe3A248Pw+fJ9YgiOy86imcQ8ddufyeLgwDjJx23jeHp7nhocbS0lx/8dK3LOF58/hwBTf15hDUfXK+D4fAi6+N8YZIAABCEAAAhCAAAQgEDQCZZu+pL3jRlnbk3LLPZRy/ZF5XKypWIEABCAAAQhAINAF/BVw2bp1K/Gk57bDKvnLhofS4jlF1qxZo80HUt95VQMuPLE5T3ruykNuHn5szJgxxJPJv//++7qqWAIu3ix74MCB9PXXX2sBBB5SzJWFe+NwEOPYY4+lr776SnqoLwIuHODhYcz4ul1//fXS88oSS0tLtcAG93ZxN+DCwbdDhw5p8/5s3LhRdhqX0nbu3KkFXWx7y5x22mna/DBGw7SpnoCDS3x9IiMjtXsxPj5e9VDk87EAAi4+BkbxEIAABCAAAQhAAAIQCBYBx3lb4s7oSa2eecWlhw3BYoF2QAACEIAABBq7gD8CLjx0Ej+wNwoy+MqQH7pPmDCBOCBgWXhYrczMTO0PP5wuKSnRhnzavHmzNRijGnBp27Yt8cTvriwcBOA5Qrp27UobNmzQHWoJuHiz7LPPPlubi0R3MhcSeJgwntxdNjeLLwIuHJDgQAXP3cJDlbmydOnSRRu2zd2AC18bHv4tIyODfv/9d1dObZh36dKldsOnrVu3jk4++WTD/Ko7LrjgAq2OHHDZs2eP9PqoloV83hVAwMW7nigNAhCAAAQgAAEIQAACQSlQU15Ge+4eTpX/q/vyiXlbgvIyo1EQgAAEIBBCAv4IuHAw45xzztGG3uJhsvy1TJ48mWbPnq2djoeJ4jlILrvsMumPRHhi+QULFhAfoxpw4Z4tO3bsoISEBOUmvfjii/T444/TVVddRXPnztUdZwm4eLNsnmeGAxc8bwjPyeLOwkNW9evXT3qoLwIu5513Hv3999/0xhtvUN++faXnNUrs1KmTNmQXz8nD952ry8UXX6zNdcPBuezsbFcP1+XnOXRuvPFGbXJ7y07u6fX2229rgTdLmjuvp5xyihYIcydA5875cIy6AAIu6lbICQEIQAACEIAABCAAgZAUqDGZaN8Dt1D5T0eGVhDztrSe+TrFnfifkPRAoyEAAQhAAALBIBCsAReeo4UfRtfU1NCdd95JjzzySL2Xa/Xq1S7P4cJDhPXp06fesi0Zrr32Wvr000/p0Ucfpdtvv92SbH21BFw4wVtl87BcTz31lDahPAeVvL34IuDCw4h9/PHH2pwnY8eOVa4y9/Kw9Bxxt4fLLbfcQhys4WX79u3Ew7u5u/A9NXr0aDKbzVqwa9q0aTRs2DAtmMRD7L311lvafepO+TwnUbt27YiDhRxYstTZnbJwjPcFEHDxvilKhAAEIAABCEAAAhCAQNAI1PIksw+NodKv1lvb1Pyeh6nZlcOs21iBAAQgAAEIQKDxCQRrwIUnpOcgCwddPvnkE6UL407AhR9489BgKr1c3n33Xbr55pu1unCvB9l8KrYBF2+VvX79ehoyZIhWRx4iy9N5QxwxfRFweeGFF+iJJ54gHlqMe+eozpMzf/58evDBB7Uquhtw4R5I3BOJl5UrV9K5556rrbv6v+XLl9Pdd9+tBf24Z9W8efOIh2YrKirSehv9+uuvlJiYqAXWzjzzTFeL14I23BOIF76+ljq7XBAO8IkAAi4+YUWhEIAABCAAAQhAAAIQaPwCPP75gSkTqOTj1dbGpIy6h1JuuM26jRUIQAACEIAABBqnQKAGXPhB95IlS4gnGj/++OPptttuc2l4KO5BMmvWLC3Awb076ltMoifvHXfcQRx0UR1SzFImD9XFD7t5Hg2jZdu2bcRDVfHDdmcPx20DLlyWN8ouLy+n3r17a5Oq85Bir7/+unIAw6g9tum+CLjk5ubSSSedpM2rM3XqVLrppptsTyld5zlmuKdHaWmptt/dgAv3LBozZoxWxqRJk+zmXpGeWJK4aNEiGjdunLaHh4/joe0iIiKsOXnuoKFDh2oT3vPQZa+99hpZgifWTPWs8DH33nuvlsuox1Q9RWC3DwUQcPEhLoqGAAQgAAEIQAACEIBAYxbIm/EYFa9aam1CsyE3U/Pb675AWhOxAgEIQAACEIBAoxQIxIDLTz/9pAUnbEFjY2Ppjz/+IB6GSWWxTFLOPQfee+89p4fww33uebJp0yYtn6sBFz7oxBNPpJkzZ2rBIduT8ZBmr7zyCj355JPEgY/MzEz68ssvDYepcgy4eKvsn3/+WQsk8TBUPJfNxIkTbatpuM5BDA4WFBQU0EsvvSSdlN0XAReuED+w5qAb9x7i3kEcgDFaDh8+TNdddx2xn2VxN+CSl5dHJ5xwgtYz5fzzz6c333zTUqTSq6V3FWfmOk2fPl3qVlZWRjfccAN98cUXFB0dTex40UUXKZ2DM/GQdCtWrNDy89xIHTp0UD4WGX0vgICL741xBghAAAIQgAAEIAABCDQ6gfy506lw6TxrvZP6D6b0cY9Zt7ECAQhAAAIQgEDjFgjEgAv/ap9/ve+48PwXPPm4yrJ161Y6++yztYfm3NOAH37a9jDgMviBNz/Qf/rpp4l7HFgW1YBLjx496IILLtCGvuIewdzDhYMCXbt2JZ4U/d9//yUeNop76fBy3HHH0dy5c3VBGct5+dUScPFF2dzOZ555Rjvd6aefTlOmTDEMYuzcuZN4WC8eFovnH+GAwObNm7UhsGzry+u+Crjw9eGAB/cOYtvx48drPU/CxTyCtgsHGzj4wBPcc3CGg1wc3OI5TbjHizvLgAEDtGvB98yff/6pXU+Vcp599lni+5QX7pXDvaucDYdWWVmp3dM87B238eWXX9bm2qnvXNw+vp+4N8+xxx5LX331VX2HYL+fBRBw8TM4TgcBCEAAAhCAAAQgAIFAFqgVX6wPPP0QlXy0ylrNhAsupZYPP0thDl9yrRmwAgEIQAACEIBAoxNQCbjYTiLuSQP5F/j8cLy+ZcaMGVowwDEfD9N06aWXOiYbbts+/D7mmGO0ye1btmxJhw4doi1btmiT1/NDfV54ng4OcvDwVbbL1VdfrfXssE2zDYpwzwvuGcPBgL///ts2m3WdH9rzEFX333+/Friw7pCs+LJsDgpxcITnKOEH9RwI4DluOnfurPWOKC4u1oJEHKzasWMHcX5eUlJStCHTbHtf7N27V/Pk3iCOS0xMjNbz4qyzzrLbxb05PvroI7s03uDgBvcCki0c+OF71GLbunVr+s9//kNdunShAwcO0G+//ab94bo2bdpUax8HlSy9lbhMDhZxTxC+vqrL22+/rU12z/k5MDVq1Cinh3KvrIEDB2qBHseMSUlJWq8m7t1kWTZu3EjDhg2zC/RZ9nEvrq+//prS09MtSbpX7r1z6623aukq9dMVgASfCyDg4nNinAACEIAABCAAAQhAAAKNQ6DmcAntm3Qnlf9cN6wG1zqhR29qOWUWhUUYj03eOFqHWkIAAhCAAAQgYCugEnDh4bY4sODp0q1bN/rss8/qLYYf4nMPDB4myrJ06tRJ63Hg2LvBsl/2yj0deHin5557Tvpgm4/hB/gPP/wwXXnlldr8LbYP1jkgce211+omI3cMiljOzUOe8T4ORnAPBA7ycG8XHp6KgwEqiy/Ltpyfe9xwL6INGzZYkqSv3HNi5MiRmkF8fLxdnv3792u9RzhI47hwgIHniXEMcHCAgXtyOC6yoJZtHg6KcU8R7vVkmZ/Fdj9fp759+2o9lfh6Xn755XYBF64PH8s9nlQX7tXTvXt32rNnj9YLaP369U4P5Z5M/fv3lwZcuLcTt7tNmzbWMjjwyO2uqKiwpllWOCjIf0/S0tIsSbrXwYMHa3n4vuKgE/fswRJYAgi4BNb1QG0gAAEIQAACEIAABCDQIALm3L205/5RVLVzq/X8SZdcRS0eeAzBFqsIViAAAQhAAALBI6AScGmI1nKwZeXKlcS9LbhHA/dsiYqKcqsqBw8e1IZc4l4b/AC9VatWWhCE513JyMhwuUyjoIjLBUkO8GXZjqcrLCzUeo5w7xEOnPA8LRwcyMrK0oIp/OA/kBa+J9auXasNMcY9WkwmkxbE6NOnjzY3jrfrynPWcDCOF74XuRdUICw8xFnv3r21qnDPqYceeigQqoU6OAgg4OIAgk0IQAACEIAABCAAAQiEmkDF5j9p3wO3UnXBQWvTU24eSynDR1u3sQIBCEAAAhCAQHAJBGrAJZCVfRkU8WXZgWwaiHXjnjXc0yo3N5d4eLQ1a9YERDW519H777+vzafz448/UmpqakDUC5WwF0DAxd4DWxCAAAQgAAEIQAACEAgpgcNfrqPcx8dRbUV5XbvFL0jTJ06lpD6XhZQDGgsBCEAAAhAINQEEXFy/4r4MiviybNdbiiN4aLR77rlHg+Bh9RyHSfO30D///EM9e/bUTjtx4kRr3fxdD5yvfgEEXOo3Qg4IQAACEIAABCAAAQgEnUBNZQXlz5pKxauXWdsWntSUWj41h+JP6m5NwwoEIAABCEAAAsEpgICL69fVl0ERX5btektxRHV1NV100UXaPCkDBgygV155pUFRJkyYQAsWLKAOHTrQ559/To5z6zRo5XByOwEEXOw4sAEBCEAAAhCAAAQgAIHgF6j493+U++h9VLVrm7Wxka3aUKtnX6HoNu2taViBAAQgAAEIQCB4BRBwcf3a+jIo4suyXW8pjmCB7du30x133EE8Uf2IESMaFGXVqlW0evVqeuCBB7R5iBq0Mji5UwEEXJzyYCcEIAABCEAAAhCAAASCR4AnGS1avpDy5z1HZK6yNiyh10XU4oHHKUL0cMECAQhAAAIQgEBoCCDgonadeaLy+++/nw4dOkQ5OTlUXl5OcXFxdpO1R0RE0IMPPkiXXHKJWqFHcvmybJcqgswQgIDXBBBw8RolCoIABCAAAQhAAAIQgEDgCpgPHqDcJx6g8p82WisZFhtPaWMnUZNLr7amYQUCEIAABCAAgdAQQMBF7TqvXbuWrrvuunozjx8/XgvM1JvRJoMvy7Y5DVYhAAE/CiDg4kdsnAoCEIAABCAAAQhAAAL+FuBeLSUfvUMHZ0+jmkNF1tPHHNeN0h+eTtGZba1pWIEABCAAAQhAIHQEEHBRv9a7du2iyspKwwNiYmKobVv3PlP5smzDCmMHBCDgMwEEXHxGi4IhAAEIQAACEIAABCDQsAIV//xBeTMep8q/fztakbAwSr7+Vkq58S4Ki4g8mo41CEAAAhCAAARCSgABl5C63GgsBCDgJwEEXPwEjdNAAAIQgAAEIAABCEDAXwLmwgJtnpaS91fYnTIyvRW1eOgZij+pu106NiAAAQhAAAIQCD0BBFxC75qjxRCAgO8FEHDxvTHOAAEIQAACEIAABCAAAb8I1FabqfidN6hg/otUU1py9JxRUZQ85CbRs+U2Co+NO5qONQhAAAIQgAAEQlYAAZeQvfRoOAQg4EMBBFx8iIuiIQABCEAAAhCAAAQg4C+Bsu+/prxZU6lqx792p0w4+3xKvWsiRbduY5eODQhAAAIQgAAEQlsAAZfQvv5oPQQg4BsBBFx844pSIQABCEAAAhCAAAQg4BeB0o1fUMGi2fbztIgzR2W2o7S7J1H8mef6pR44CQQgAAEIQAACjUsAAZfGdb1QWwhAoHEIIODSOK4TagkBCEAAAhCAAAQgAAGrQG1tLZV+tZ4Kl7xElZv/sqbzSlhcAqUMH03NBo2gMDGUGBYIQAACEIAABCAgE0DARaaCNAhAAAKeCSDg4pkfjoYABCAAAQhAAAIQgIDfBGpraqh0w1oqWDyHTNu32J9XBFeaXnYNJQ+/nSJT0+z3YQsCEIAABCAAAQg4CCDg4gCCTQhAAAJeEEDAxQuIKAICEIAABCAAAQhAAAK+FKgxVdLhTz+kwqWvUNWubXanCouJpSb9B1PysFEItNjJYAMCEIAABCAAAWcCCLg408E+CEAAAu4JIODinhuOggAEIAABCEAAAhCAgM8FTLt3UPG7b1LJh6uopqTY7nxhsfHUdOBQajbkRopMTrXbhw0IQAACEIAABCBQnwACLvUJYT8EIAAB1wUQcHHdDEdAAAIQgAAEIAABCEDAZwK1ZjOVfrmOilcvo/JfvtOdJzwhkZpedT01GzyCIpo00+1HAgQgAAEIQAACEFARQMBFRQl5IAABCLgmgICLa17IDQEIQAACEIAABCAAAZ8IVO3NoUPvvUXFH7xNNYX5unNEZmRS0ysGiz9DKDwxSbcfCRCAAAQgAAEIQMAVAQRcXNFCXghAAAJqAgi4qDkhFwQgAAEIQAACEIAABLwuUF1cSIdFbxaen6X8501EtbX25wiPoISze4sgy7UUd/o5FBYWZr8fWxCAAAQgAAEIQMBNAQRc3ITDYRCAAAScCCDg4gQHuyAAAQhAAAIQgAAEIOBtgepDRdqQYSWffUTlP4kgS0217hQRaenU9PJB1ET8iWzeQrcfCRCAAAQgAAEIQMBTAQRcPBXE8RCAAAT0Agi46E2QAgEIQAACEICARMCcn0dVe7IpIjWNoltnSXIgCQIQMBKoFhPe87wsJZ9/TOU/fCsNsojuKxR3Rk+tN0vCWb0oLCLCqDikQwACEIAABCAAAY8FEHDxmBAFQAACENAJIOCiI0ECBCAAAQhA4KhA4fKFVLRikTYxdZsF71BYeLh1p7N91kxBtJI77b9U8v4KCheTdLd/f5M2tNGee28k065tlHztjdTsmuFeaW2ouXoFDYUEpIBJBCjLv/+aDn/zOZX/KIIs1WZpPWNOOIWSzu9Hib0upkjRswULBCAAAQhAAAIQ8IcAAi7+UMY5IACBUBNAwCXUrjjaCwEIQAACLgnkL3iRChfN1o7p+NmfFBYVZT3e2T5rpiBZqa2poR1XnE01RQUUf9Z51OrpeVrLsof3J9P2zWKOifMpY+pLXmltKLl6BQyFBIxATelhKhPzsHCQpVT8Me/dbVi3mK4nHw2ytGhpmA87IAABCEAAAhCAgK8EEHDxlSzKhQAEQlkAAZdQvvpoOwQgAAEI1Cvg7OG/s331FtzIMpT//hPtuWOoVuu0Bx7X5pbgDQRcGtmFRHW9KsCByMp//qSyH76msu++poq/fpUPFXbkrDHHn0SJvftRUm/RkyU9w6t1QWEQgAAEIAABCEDAVQEEXFwVQ34IQAAC9Qsg4FK/EXJAAAIQgEAICzgLqjjbF4hk1SWHqGjZAkq6+AqKzurgUhXzZk2l4jcXEs8x0e7dbygyOVU7HgEXlxh9mtmT6+vTigVR4TUmE5m2/EXlf/5KFX/+TOU/f0c1Ym4WoyUsNp7iTz2D4k4/hxLPOV8EWVoZZUU6BCAAAQhAAAIQ8PYYoQ4AAEAASURBVLsAAi5+J8cJIQCBEBBAwCUELjKaCAEIQAAC7gs4C6o42+f+GX1zZG1tLe2bcBuVfbuBMqa9TAk9erl0op2DLiDzvhyK7fYfypzzhvVYXwRcrIVjRVnA0+urfKIQy2g+sF8EVn6hctFzhV8rt/xNZK5yqhDTpSvFn3aOFmSJ63YqhUVGOs2PnRCAAAQgAAEIQKChBBBwaSh5nBcCEAhmAQRcgvnqom0QgAAEIOCxgLOgirN9Hp/YywVU/O8Pyrnlaq1UVwMulVs30+6R/bVjU28fT8lDbrTWDgEXK0WDrnhyfRu04gF08pqyMm0+ooq/f6vrwfLXL1QtAi71LRGpLSj+9LPFn3MovnsPimiWUt8h2A8BCEAAAhCAAAQCQsAScAmIyqASEIAABIJMYPHixQHVojDxS83agKoRKgMBCEAAAiEp4Cyo4mxfoGHxQ+ScWwdp1XI14FKwcBYVvDpTOzZr+TqKbp1lbR4CLlaKBl3x5Po2aMUb4OQ870pVzk4ybdtClds2iyCLeN36j9aDS6U6UZntKPaEk0Vvr1OJe7BEtz9G5TDkgQAEIAABCEAAAgEngIBLwF0SVAgCEAgiAQRcguhioikQgAAEIOA9AWdBFWf7vFcD75TkyQP57JFXkEk8kI4SD5bbLnnfrkIIuNhxNNiGJ9fX15Wura6m2vIyCk9M8vWpdOWb8/PItGNrXWBFC65spkqxTaZKXV5ZAs/BEnv8iXUBlq6nUGzXkyiiabIsK9IgAAEIQAACEIAABCAAAQhAAAIBK4AeLgF7aVAxCEAAAqEl4Cyo4mxfoCm5+0C+SszbskvM38JL8g2jKXXUWLumIeBix9FgG+5eX19XuPz3nyhvxmOUcv1tlHh+P6+fjoM55gP7qGpPtuTPbqqtKFM/Z0QkRWW1p9jOx4vASl0PFu69EhYRoV4GckIAAhCAAAQgAAEIQAACEIAABAJQAAGXALwoqBIEIACBsh83UslHq8i0axtV5e6jyNQ0imrXiRJOO5uSLuxPYVFRdkhFK5dS1e4dlNCzD8X/50ziORIOieNLv/iEqvaKh6FmM0VmZFKcGJ6n2bU3auXZFsAPU0vWv08l696nquztVFtlouiOXcQD0a7U9IprKTI9wza7dN0kjuPjedgg/qV79eFDFJXeiqIz21LS5ddQ/KlnSo+zJDoLqjjbZzne9rV04xfaxNsVm//S5ooIj4mj6E7HUkzn4yjxnD5iaKJOttml66rXoGjl68J+p7WMis1/UqWY9JuXhB69NXfrTrGSdOlVFHvMcbZJ2nrRW4vo4MyntPXM+asoVkwIbrs4Blx4RNDyX76jCjHJeOXfv1PFlr/EfRFNMcccr7Uz/vSeujJsy+P10k1fUpn4E9G0GaWMvNNxt912bVUVVW7fLIaIqnvgXl1w0G6/7UZkWgtKHnaLbZK27o0yLIX66xp76/pa6u3tV+5Zkj/naSr5ZI1WdNp9k6npgCEun4b/jagWZZnzD5D5oPizf48WWDHt2U3mnF1UJbap2uxyuRHNW2j/lsR06CJeO1NMx2Mpum0H3b9hLheMAyAAAQhAAAIQgAAEIAABCEAAAgEogIBLAF4UVAkCEAhdgZqKcsp9bByVfrXOECEiJY1SR99PTS4eYM2zY0BP8bD0ACVdchUlDxpBex8cbTxPQnQMtXpyFsWfea52PD9c3TtulDaUlbVAm5XwJs0ofdI0ETzoZZN6dJXnZChYMpdKN3xM5GRasISefanl4y8Y/ordWVDF2b6jNRHPgw8V0YGnJlLp15/aJtuvR0ZR6s1jqNmQmyksPNx+n9hy5RoknnMBbe/XXVeGs4SWjz4v7YGQc9d1VPHrDxTZIoPardygK8I24JL2wOOUO2UClX/3lS6fNUG0LXn47ZQi/hj1HFB1PfzZR3Rw7rPG95T1pEdWRA+GThv+skv1RhlcoD+vcfKNd9HBZx+2a0d9G0bXt77jXN3PAZKiFYupYOFsMYxYqfXwlJvHims+2rrN86hUFxVoQZRqDqRof3KPbNe9clpNYb71GHdWwhOStF4rWmCzQ+e6IIsIsESIfz+wQAACEIAABCAAAQhAAAIQgAAEQkUAAZdQudJoJwQg0CgE9k280xpsCYuJpcTeF1O4mMeAe51UiF4MNcWFWjsSevejjMeet7bJEnCJO+V0qtzyP6opLdH2RWV10HpzmPNyqfLfv4lELwVtEUGXzDlvUKQI3uSMvpbMuXu15MhWbShG9AQxF+SLcsQDc5v5FzLnvqkN/1NXwNH/77y2L5nFMEO8RKQ0p9iTT6fY406k8Ph4rc4lH70johjV2n7u9ZB6233auuP/nD38d7bPUg73ZtknAk3Voq2WhXsFRYuhi7jHDk/czUMiWZbYk0+j1jMWUVhkpCVJe3XlGqRPmmrtlWIppFrYWQJmcWecS1EtW1l2aa9NLh+k63nCD8R3XHG2cKqhplf9n73zAI+q6Pr4Se+EQEIIkACJBRTsFcQGAtKkqShFECmKH6BSFRQFEUEEK02lg/SqAgL68grCq6iIDaQFAgFCCCGE9OSbM+Eu9+7ezZbsbnY3/3kecu/MnfqbuwTmv+ecHhQzdKymDWcUwYV8/ci3SiQVizacOLB4RMv25B8TKywSTkiLF7Z8UVJQo1vFOueSb3CIUmS4WuLKVjSnxw6WllJKI//aCeQfLcYSVg8s8imJ954trDj5iDnGvFwqVDiiD2UMV+9x6AMtyb9qNWV4ebVnfzUdOCBz+X8/UNr0CdKqzbg7/5q15eew+GImFWVlUrH4w++VIxKLvQFi/wNqx4v3rm7pfa3SPOKtOIIw+gABEAABEAABEAABEAABEAABEPB0AhBcPH0HMX8QAAGvIcCuqFKe6yLXEyhcTtWaMkfj+qs4P58y1yyhjIUzKUxYVsSOetuwdkVwUQrYKqXGyAkUfv8jShHliwPy1NEvUMExEchapOCb75SWDzm/7CYSVh8xL71OVdp1NVh98LfeU0cNpDwhZHDig/v4GV/Ke/UPKbgIIYPFlKge/clXCEXqlCvca6UMeloe+vKBbf11P6gfG+7LOvwv6xl3wN/2P96ng1jbYdlfoHBfFP3SWAoVooqS+OD/4sYVlD7jvdJDaPGg+oBX5JyVOuXZA0Mff+2jlAFPyGzcu7PMWgYp9fl68auVdHbSa7Ko1vT50i2c+jnfGwSXKw/YoiDmlTcovEU78vHx0VTP2vaV6G+MIa5GlIjrUb3/S5o6nLHENWPJZ4LXFNkuoHZdYek0iYIb32boJ2vb15T2/ptULCyLfELDKH72SukuylBB3DiiD+7PXfa4ImO4cJyfcx9NMgh6as7lvhfvkF9UtBDuaoi/d8SfGjXJ/4qYEij23l+ILHqiXbnHRQcgAAIgAAIgAAIgAAIgAAIgAAIg4EUEILh40WZiKSAAAp5N4Py8T+j85x/KRSQs/kZYZiTqLqj4cqn7IF9xwK0kteDClga1P1hAgfWSlMeGa1HWRUp+soVBcJAPhOupmhM+ovAr1gmGyuKG3WslP9WS2BURp1qi39Db7pb3yo+MxbMp7MHWFCi++W4unXlrmIjvskE+rrd+F/lHVTepWtbhf1nPuKOMpZ/LOBZ8HyjcGbE1jm9IKGdN0uVf9tCpoc+Uuj8Tlj4JC74Sc4+X9cqzB8pA9hzIp44cSNm7viPfiEiqv2GXEMK0Vjfct1pwYfGj9gfzRGwdrfWMMge+5v77N6X061oad0MIagkLNlBgfH11lTIFF463crj17dLKyVdYeTAn/yittQd3xpZDx/t1ltZTQSIAerxgryRH9KH05S57bM/+Kmsoz5XFlpNDe1OhiMlka2IB1l/EUuF4KlJMEdZQhrywVpL34u8Nc67nbB0P9UEABEAABEAABEAABEAABEAABECgshKA4FJZdx7rBgEQcDsC6TOnEosXnBKWbpHB5q2dpFpwqSXcZIXeca/ZpmpRgStF9RLWD/1MrR+UDjKWfiHEjHdlNnrIGKratafyyOqr+rA8YelmsbZ6Jm3LElXKesZuk451frDUmkMIKHUXfk0BteqY9K8uSPvgbcpcuUAWRXbtRTFDSq1LyrMHSv+2HsgX51ymI22FiCXcnkWIuDwcL0cvKYILx3ipM2u5PCTXq6cuS/twImWKOB+c9Poui+vlfT/TqRe7y7Y1Rk2kKm27yHu9H4Z+hJVE/a/2kJ8Qjjg5og/ux5322Nb95fk7KpWIoPXZO7ZKSze12zh1/wFCaI0dMUG4nasqXc/5CfdzegKeug3uQQAEQAAEQAAEQAAEQAAEQAAEQAAEHEMAgotjOKIXEAABECg3gcz1yyltyljZT8SjnYRLsLet/sa5IriEiZgTccJapazErsWOC6sVTgF1kyhh3nqTOCbq9oXpaXSs432yyFx8EXV9vXu1yyxHCy6X9+4utVgRA4c9LGLbiKD0llLuwb8opW8nWS3k9nup9vR58r48e6CMaeuB/KXvN8s4Kdy+5tsfa9zAKX3yVRFcwpo+THGTZqgfmb1XCxUczDxh7jpNXYNQIkqTtv9BPgEBhucZy+ZR+sfvyHzd5dsoIM68iJXz+146yW7jRKr5zqcULlzecXJEH9yPO+2xrfvL83dGyhfu8zLXLKaLm9ZSyRWrNx6HBRcWHZFAAARAAARAAARAAARAAARAAARAAARcTwCCi+uZY0QQAAEQ0CVQmHFeuvsqySl1GRZ0w83C8mSosFZpoltfXagILhFtulDs6InqRyb30s3Tw41kObsCixv/gUkddQHHPjnc/CZpgcGxY+LEgbq1qfDsacpPPkxZQlTIWl/qasrRgsuFVYvo3PTxhikFNWhsuDd7I9aUJ2LmcGI3S/XX/Ffel2cPZAfih60H8gZ3a8I6J1FYh5iLk2GP4MJzOiHiyeSJuDIk+k/69jdDjB5+VpbgcmH5PBEvpFRwqbfyu7Ldl/29n1L6C/dlIsW+/h5FPNJe3juiD+7InfbY1v2VIJz4gy2ksrasp8zVSyj/yAFil4L11+104ojoGgRAAARAAARAAARAAARAAARAAARAwBwBCC7myKAcBEAABCqAwKUd39KZ8cOFe6wcw+gB9a6hqG59KKLlYxoLBEMFcWOL4MLtjj7WlIrOn5OxVywJLlw/uVtLKjiZLALAP0Rx787kIt3EcSYurlsmXUkVHD1IxdmXTOo5WnDhoO2Za5aYjGN1gYhhk/jtPvINDJRN7N0DZTxbDuQ5EPzRdvcITllkyXLFXsHlzNsjKUtYQXCqu0xYqqjcrZUluGTv+p5SRw6Q7WoKq6FwYT1kLl1YtViIXm/Jx7U+XkyhN98h7x3RB3fkTntsy/5KCC78kbt/L2VuWEGxr05y4agYCgRAAARAAARAAARAAARAAARAAARAQCEAwUUhgSsIgAAIuAmB/CMH6ex744gPT9XJTwS6jnqqL0V26amxUuA6tgoux55oToVCHLHGwoX7P967gwiOfsCs4JJ/9F9Knz2NsnduLw1Gz42uJJ+QMPIJCqLiC+dliaMFl9RRz8txfYJDqMaIq5YuyviWrj7C8iPs/kfIR8QfUZI9e6C0teVA/vJPO+nUy8/KppbipNgruKRNHUeZa5fKMRIWbKTA+tcqUy3TwqUwI52OdXlQWjb5C3diCfM3kG9IqKGtcsP1jvdqV7q//gHCWmgH+VWtJh87og/uyJ322Jb9VRjhCgIgAAIgAAIgAAIgAAIgAAIgAAIgUDkIQHCpHPuMVYIACHggARZcMhbNoexd32lmH9rkQar5xjTyDb16+F2Rgkv2j/+h068PLQ1aL2bqGxYurXE4SHtg3USZd2YMl7T335KxLIRiQolbfjXrkksD0cqMLXugdGnLgbxBDBFWNuwGShEqlL7UV3sFl5ODe5EMsC4teX4TljxBhm7LsnDhSuc+nUwXln4u63Osm9gxk8lfuGBTUv6Jo3TmzWEG92wR7Z8QAdu1opcj+nCnPbZlfxVOuIIACIAACIAACIAACIAACIAACIAACFQOAhBcKsc+Y5UgAAIeTCD/+BERfHwuZW1cSVRcLFcS2bk7xbz0umFVFSW4FJ47S8d7PGpwHRb20KPCndE7JqKHMwWXC6uFO6tppe6s6sz4koIb3Wrg4qgba/ZAGcvaA3mOjXOs0/1UlH6Wgm+5k+p8tEjpQvdqr+BypO3dVHzxAgXE16e6SzZp+rYkuHB8kNTXXqQcYYnDyTe8irByepB8hKVL0cXMUoum/Dz5TO79a5PINyhY5pUfjujDnfbY2v1V1o8rCIAACIAACIAACIAACIAACIAACIBA5SEAwaXy7DVWCgIg4OEEcvf/QqeG9ysVN4TrpsRNPxsOtytKcEmf9b6wwpklyUZ2epqihQikds2lIHem4HL51//RqcE95VDV+g6mar0HKcM6/FrWHiiDqQ/ka06aSeFNH1Ieaa7qetH/N5qqPtFb89w4Y4/gckm4eDstXK5x0nMfZ0lw4XYlBQV0btZUGZunJPcyF2mTeBerPfN8mdzL24c77bF638raXy0k5EAABEAABEAABEAABEAABEAABEAABCoDAQgulWGXsUYQAAGvIZAmLDkyhUUHp/i56ynomuvlfUUJLidf6Us5//tBmD74Uf2Nu8kvooqcj/EPZwouRcJ642jH+0SskQKigEBK+GItBdZLMp6Cw/Lm9kAZQHMgX0aw+fSZUylj8WzZrO5yEcxexEkpK9kquDCX4z3bUdH5NNmtnqhjjeDCjS9+s4bOf/4hFZ45VTpFwTnktnuktUtE8zbkFxlVWl7Gz/L04U57bO3+loECj0AABEAABEAABEAABEAABEAABEAABLyUAAQXL91YLAsEQMA7CWSuWUJp778pF1dHCAvB1zaU9xUluCQ/3ZoKRByPABGIva4IyG4uZa77ktLee0M+Tli6mQLr1DOpWtbhf1nPuKP0Lz6ijLkfyz6DrruBan+yxMStmfGA7NIr6+tVVHw5m6o+/ozxY7N5c3ugNFAfyNcYOYGqtHtceaS5KuwCk66nhHnrNc/0MrYILsX5+XTmrVco+z9bZFcB9a6RQpRPQICma0tcufKZiaMoSwgunMKaPUIRj3ak0DubWuQrG1z54Yg+3GWPrd1f9fpxDwIgAAIgAAIgAAIgAAIgAAIgAAIgUDkIQHCpHPuMVYIACHgAAT5QLsnNpSqPdaPA2vEmM2Zh4ES/rlQgYrqQCHyetPkX8vH3l/UqSnA5Oawf5ezZQT7BoVR30dfkHxtnMm+2bkn7YCKV5GTLZyy4+EVE0oXl86UbKkUEKOvwv6xn3CkLDCeeaU8FKcfkGAG161Lsa+9QcOPbZd74R96hf+js1HGU98evFHTDzRQ/a7msUp49UMbIPfAnpTzXWWYju/SgmKFjlUeGa37yERn7hgui+rxI1Z/9P8MzczfWCi65Yk1nJr1GBcmHS7vy9aU6M5dTcMPGJl1b4pp/8jgd7/aIbBfRuqNg+q5JH5YKHNEHj+Eue2zN/lpigucgAAIgAAIgAAIgAAIgAAIgAAIgAALeSQCCi3fuK1YFAiDggQRS3xhK2du/kTMPubsZhd7RlALrJko3XXlH/6WMhbOoMDVFPjc+/K4owSVj8RxKn/menBNbUcSOeEuKHCwO5f75G2WuWlQaWF21Hxzr5dJ/t1LRubOU8OVWg7hU1uF/Wc+UrmWcj2HPEV0J4i6CyRAHcg9pfKtwMXatiH2TRXkH/6Tcf/6gnJ93iRP8YtlULbiUZw+UeXCQ+COtbhPBT0qkEBX94kgKEpZIHGT+8u4dlLV1o7QUydpYKvLEz10nXMM1UJqbvSqCC4mYKSE33U6h9zxAQYnXkm9kVSpMP0f5Rw5QnhB7snd8K8dWOqr23BARY+UFJau5WuKa+89+ShEiH6eQW++iWtPmkY+fn6YPSxlH9KGM4Q57bM3+1nzrAwq97W5l2riCAAiAAAiAAAiAAAiAAAiAAAiAAAhUEgIQXCrJRmOZIAAC7k8gbfoEIVAstDhRdkFVZ+YyjUunihJcOBh6ysAnhJDxl2HePkHBVMKihxAcZPLzp4D4ulRw7IrFxZWa/rUTKH72CvKrUlWWlHX4X9azK93JC1uOsCst9XzUz43vwx5sRdUHvCJcnNWVj8qzB+q+z4wfTllbzLsJC6ybRPnCAsVfxG2pJ+K3WJMMgos1lUWdgDr1KGbEeAoVQom5ZIlrSVERHe/dQezdIdmFb1gEBQkBy79GTfKPiib/6BpinLoUGF+P/GrECY3Lx2QoR/Sh7tQd9tjS/tb6YAEEF/Wm4R4EQAAEQAAEQAAEQAAEQAAEQAAEKgkBCC6VZKOxTBAAAc8gcPm3n+jC0s+kJYRigaHMnIWMqk8/R1Hij29wiFIsr7YKLicGPkl5wgIl7MHWFDf+A01fepmTLz9LOT/tpAgRjyRWxCVRp6LMDDr38STK2rRWXUw835Db76HoF0YS+fnS8adalT4XAkxk155Uvd9Q8hV1lHRh9WI6N+0tmU3a/gcprsa4oKxnSnvlWlJYSOfnf0qXRPySAiHAUHGR8khefUWA96AGjYUbrxcpWLgTM0727oG6H7bw4Vg7WZvXqYuJhHuvkNvuFRY2O2V5pIgdEzP4VW0dM7nCtDOU/cM2urRzO+Xs3U1UWGBSk5kH1kui0CYPUVSPAeQbGGhSR11gDdfCs6fp5CvPmghm6n743ic0jKp26UlVu/UxiGhKHUf0ofTF14re4zL39677qMYr4yigZm31lHEPAiAAAiAAAiAAAiAAAiAAAiAAAiBQCQhAcKkEm4wlggAIeB4BthwpSEmmfI5JIixF2IKALRbUIoS7raowI53yDx+k4osXKLD+NRSQkKhxP5UvLFzyRfyZ0NvuId/wCJdMv1hY2uQfOUgFJ0+QX7VoIUZcIywzqlk1tiP2gIUGHp8P6P1jhDWIYOInBJ/LwqVZ0YXzFNzoVrsO5nluhefOEIsw7JrNJyRUCi3+4pBfz8rEqgUbVeIxzn/+IWWuXSrdsRk9NpvlOSTM30C+QoBxRB9mB7ryoCL32Nz+WpoznoMACIAACIAACIAACIAACIAACIAACHgnAQgu3rmvWBUIgAAIgAAI2E2gRIh8p17qIyxpfpR9BNS/liJatKNQEVuI3YixaETCe1hR5gUpDLI10cUNK6gkJ1vWr9rtWar+wohy9xE9SFhHIYEACIAACIAACIAACIAACIAACIAACICAhxCA4OIhG4VpggAIgAAIgICrCFza8S2dfu1FOVxEyw5UY9REi9ZVuQf+pJODe1KJsOYJathYujQrbx/xs1e6askYBwRAAARAAARAAARAAARAAARAAARAAATKTQCCS7kRogMQAAEQAAEQ8C4C6bPep4xFs+Si6q3/0Wo3bKmjX5BxZnwjIinysW7l7iPx6/95F1isBgRAAARAAARAAARAAARAAARAAARAwKsJQHDx6u3F4kAABEAABEDAdgLpM6dSxuLZsmH9DT+SX1Xr4t6c6N+V8v7eT4HXNKCwu+8vdx8Jc9fZPnm0AAEQAAEQAAEQAAEQAAEQAAEQAAEQAIEKIgDBpYLAY1gQAAEQAAEQcFcC2bt3UOrwfnJ6EY+0pxqvTiIff3+z0+WYL+kz3qMLSz+TdSK79pLxXsrbR8yQ18yOiQcgAAIgAAIgAAIgAAIgAAIgAAIgAAIg4G4EILi4245gPiAAAiAAAiBQwQSKc3PoRP/HqeDov3ImAfWvpYhH2lHoHU3Jv1p18g2LoOKcy1R4Po1y9u6mi9+soYJjh2RdX2ENU2fGUvKPji13H4F16lUwCQwPAiAAAiAAAiAAAiAAAiAAAiAAAiAAAtYTgOBiPSvUBAEQAAEQAIFKQ6Aw4zydeqk35R8+YPWa/arXoNpTP6fApOtkG0f0YfXgqAgCIAACIAACIAACIAACIAACIAACIAACFUwAgksFbwCGBwEQAAEQAAF3JVBSVESXvt9MF79aSXkH/6LizAyTqfqGV6GgaxtSlce6UfgDLU1cjzmiD5NBUQACIAACIAACIAACIAACIAACIAACIAACbkgAgosbbgqmBAIgAAIgAALuSKAwPY2KL2ZScX4e+YZHCLdhNcg3KNimqTqiD5sGRGUQAAEQAAEQAAEQAAEQAAEQAAEQAAEQcBEBCC4uAo1hQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEvJcABBfv3VusDARAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAwEUEILi4CDSGAQEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQ8F4CEFy8d2+xMhAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARcRgODiItAYBgRAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAwHsJQHDx3r3FykAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABFxEAIKLi0BjGBAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAAAe8lAMHFe/cWKwMBEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEHARAQguLgKNYUAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABLyXAAQX791brAwEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQMBFBCC4uAg0hgEBEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEPBeAhBcvHdvsTIQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEXEYDg4iLQGAYEQMA5BJ555hnndIxeQQAEQAAEJIH58+eDBAiAAAiAAAiAAAiAAAiAAAiAAAiAgBUEILhYAQlVQAAE3JcABBf33RvMDARAwDsIQHDxjn3EKkAABEAABEAABEAABEAABEAABJxPAIKL8xljBBAAAScSUASXqVOnOnEUdA0CIAAClY/AK6+8IhcNwaXy7T1WDAIgAAIgAAIgAAIgAAIgAAIgYB8BCC72cUMrEAABNyEAwcVNNgLTAAEQ8DoCEFy8bkuxIBAAARAAARAAARAAARAAARAAAScTgODiZMDoHgRAwLkEILg4ly96BwEQqLwEILhU3r3HykEABEAABEAABEAABEAABEAABOwjAMHFPm5oBQIg4CYEILi4yUZgGiAAAl5HAIKL120pFgQCIAACIAACIAACIAACIAACIOBkAhBcnAwY3YMACDiXAAQX5/JF7yAAApWXAASXyrv3WDkIgAAIgAAIgAAIgAAIgAAIgIB9BCC42McNrUAABNyEAAQXN9kITAMEQMDrCEBw8botxYJAAARAAARAAARAAARAAARAAAScTACCi5MBo3sQAAHnEoDg4ly+6B0EQKDyEoDgUnn3HisHARAAARAAARAAARAAARAAARCwjwAEF/u4oRUIgICbEIDg4iYbgWmAAAh4HQEILl63pVgQCIAACIAACIAACIAACIAACICAkwlAcHEyYHQPAiDgXAIQXJzLF72DAAhUXgIQXCrv3mPlIAACIAACIAACIAACIAACIAAC9hGA4GIfN7QCARBwEwIQXNxkIzANEAABryMAwcXrthQLAgEQAAEQAAEQAAEQAAEQAAEQcDIBCC5OBozuQQAEnEsAgotz+aJ3EACByksAgkvl3XusHARAAARAAARAAARAAARAAARAwD4CEFzs44ZWIAACbkIAgoubbASmAQIg4HUEILh43ZZiQSAAAiAAAiAAAiAAAiAAAiAAAk4mAMHFyYDRPQiAgHMJQHBxLl/0DgIgUHkJQHCpvHuPlYMACIAACIAACIAACIAACIAACNhHAIKLfdzQCgRAwE0IQHBxk42oRNM4ffo0jRo1ijp06ECdO3e2uPItW7bQwoULady4cZSUlGSxPiqAgLsQgODiLjuBeYAACIAACIAACIAACIAACIAACHgKAQgunrJTmCcIgIAuAWsEl8LCQkpOTqaSkhLdPpTCgIAASkhIIB8fH6UIVzckwPuYmppKtWrVcvnseOyOHTvSrl27qF27djR37lyLcxg2bBjNnz+fGjduTCy++Pv7W2yDCiDgDgQguLjDLmAOIAACIAACIAACIAACIAACIAACnkQAgosn7RbmCgIgYELAGsGFD8b37Nlj0lavoE+fPjR58mS9RyhzEwLTpk2jiRMn0qJFi6hVq1YundWqVato4MCBcsylS5dSixYtLI7/22+/0SOPPCLrTZo0ifr27WuxDSqAgDsQgODiDruAOYAACIAACIAACIAACIAACIAACHgSAQgunrRbmCsIgIAJAWsEF3bltGnTJkNbxeKFLVkSExMN5Wx5MGDAAOrZs6ehDDfuR4APgRcsWECuFi/y8/OpSZMm0lrq5ptvpq1bt1oNp1u3brRt2zaKjo6mn376icLDw61ui4ogUFEEILhUFHmMCwIgAAIgAAIgAAIgAAIgAAIg4KkEILh46s5h3iAAApKANYKLMaozZ85Qo0aNKCoqig4ePGj8GHk3J1BRgsu8efNo+PDhkg7HZGndurXVpFhkadOmjaw/evRoevnll61ui4ogUFEEILhUFHmMCwIgAAIgAAIgAAIgAAIgAAIg4KkEILh46s5h3iAAApIABJfK9yJUhOBSXFwsrVsOHz5M1113He3cudNm8B06dKAff/yRYmJi6Ndff6WgoCCb+0ADEHAlAQgurqSNsUAABEAABEAABEAABEAABEAABLyBAAQXb9hFrAEEKjGByiq4FBUVUU5OjlNcU126dMkp/TrqNa0IwYVd0imu5t544w168cUXbV7OkiVLaMiQIbLd1KlTqVevXjb3gQYg4EoCEFxcSRtjgQAIgAAIgAAIgAAIgAAIgAAIeAMBCC7esItYAwhUYgKVRXDh+CEbN24kDtT+77//UmpqKrHVRZUqVah+/frUuHFjGjRoEBUUFMjYIn369LFaNNm7dy+tWbOG9u/fT3/++SdlZmZSbGysdLvGrtdYGEhISLD6LeP4KqdOndLUj4+Pp+7duxvKeD07duyg7du30/fff0++vr509913Ex/w1qpVy1CPb3ity5cvlwIT57/99lv6/fff6eGHH6Zbb72Vi8wmft6qVSuzz619oMRg4bg/+/bto7i4OGubGuqxkNWwYUPKzc0lW2PAGDrBDQi4kAAEFxfCxlAgAAIgAAIgAAIgAAIgAAIgAAJeQQCCi1dsIxYBApWXQGUQXE6ePEmPPfaYDNZe1k6zaMEiDCdrYozk5eXJwPOffPIJlZSUmO06LCyM3nzzTSm8sOBQVjp+/DjdfvvtJlXuuece2rBhgyxnwYLFoQMHDpjU42DyLCpxfSW9//779M477yhZm641a9aUQpJNjYwqZ2Vl0fXXXy/FrKZNm9LatWuNaliffe6552jdunWyAQtdtghZ1o+CmiDgGAIQXBzDEb2AAAiAAAiAAAiAAAiAAAiAAAhUHgIQXCrPXmOlIOCVBLxdcElLS6O2bdvS0aNHKTQ0VFqJPPHEE/KgPjIyks6ePUt///03ffHFF7RlyxaDcDJz5kzq0qWL2T3ndp06daKDBw/KOmwtwv2ypUzt2rXp0KFDUqiYNWsW/fPPP7JOixYtpJDj7+9vtl9+8PnnnxPPm1NKSgotW7ZMCigsuMyZM4fGjh1L7BItJCSEevToQRzbJD09nV599VVpGZOUlES7d++W7fkHW8uwO67CwkJZtmjRIjpz5oxFCxcWh+68805Zz9CZHTds/dO/f3/Zcvjw4TRixAg7eiltwvs0cuRImZkwYQINGDDA7r7QEAScTQCCi7MJo38QAAEQAAEQAAEQAAEQAAEQAAFvIwDBxdt2FOsBgUpGwNsFl7lz58oD/ujoaGkhcs0115jdYbacYAsKTpYEFxY6Nm/eLN2OjR8/Xgofeh2z66/JkyfTRx99JK1nbBUcOEg8CyosfLCYw4IDJ3b1xWIOu0NT0rlz56QYw/VeeOEFpdjkyofA7LZs0qRJ1LdvX5Pnji5gYeSDDz6Q3X755ZfUvHlzu4dg6x4WrjixqzaO5YIEAu5KAIKLu+4M5gUCIAACIAACIAACIAACIAACIOCuBCC4uOvOYF4gAAJWEfB2wWXMmDFSmLD2cL5169bErqo+++wz6YZMD6ISvJ0tQNavX69x36VXn8tYHOG5+Pn5SaGGY5BYkxTBRV2XrTrGjRtHlixl1G3U964WXHi+q1evllNgi6CoqCj1dGy65xg79erVIxayHnroIRmbxqYOUBkEXEgAgosLYWMoEAABEAABEAABEAABEAABEAABryAAwcUrthGLAIHKS8DbBZeNGzdSnz59qG7dusT3HJOkrLR161Z5iM9WGTVq1NCtyvFIzp8/L+OosPBhTeIYL+yCbOfOnfTAAw/QypUrrWlGasGFY8ywVQqvpzzJ1YJLmzZt6KeffqLg4GA6ceJEeaYu27JYxW7SjF2nlbtjdAACDiYAwcXBQNEdCIAACIAACIAACIAACIAACICA1xOA4OL1W4wFgoB3E/B2wSU3N5caNWpEmZmZFBMTI2O43H///XTddddRbGyszZt77Ngx6d4rLCxMBq0PCgqyuo8//vhDWmVUqVKFDh8+bFU7RXDh8Ti2S3nccSkDulpwYRdnp0+flmLX/v37lWnYfWXLFmbJ7FnAYUsjJBBwRwIQXNxxVzAnEAABEAABEAABEAABEAABEAABdyYAwcWddwdzAwEQsEjAVYILB5GvWrUqcSwVV6cjR45Qv3796Pfff9cMzSIGW74kJibK+CgsxNxxxx2aOsYZdiHGcU/uueceGRPG+HlZeQ50zzFXcnJy6Oeff5Zjl1WfnymCy7333ivdl1mqb81zVwsubIly8eJF4vg5vJ7ypvbt29Pu3bulSzUWrkJDQ8vbJdqDgFMIQHBxClZ0CgIgAAIgAAIgAAIgAAIgAAIg4MUEILh48eZiaSBQGQi4QnBJT0+nBg0a0N133y3delUEV475sWLFCtq1axf9+eeflJycTJcuXTKZCs+R3XaxVYxemjx5Mk2ZMkW69eJ7WxMLNSwSrFmzhu677z6Lzb1BcLnxxhvp7NmzFBcXZyJ6WQSgU4GtfFg84xg2J0+eJHa1hgQC7kgAgos77grmBAIgAAIgAAIgAAIgAAIgAAIg4M4EILi48+5gbiAAAhYJuEJwOXDggBQX2JJkz549Fufkqgrnzp2jf/75h/766y/66quvpBjDY4eHh0tB5JZbbjGZyqxZs2jMmDHUuXNn4ntbE1vQsNizdu1aatq0qcXm3iC4tG7dmvbu3UshISF0/Phxi2u2VOHWW2+llJQUaSHElkJIIOCuBCC4uOvOYF4gAAIgAAIgAAIgAAIgAAIgAALuSgCCi7vuDOYFAiBgFYHKLLgYA2LxpWfPnsRxWlhs+fbbb42rGFx82ROwnePIsFstTuzmLCIiwqR/4wJvEFz69+8vBSxb1m3MQcmzW7Z69eoRx+ZhCyG2FEICAXclAMHFXXcG8wIBEAABEAABEAABEAABEAABEHBXAhBc3HVnMC8QAAGrCHiz4MJWEKNHj6bevXtbHWyexZY777xTsvv7779NYs5kZWXJmC8cqH379u1mXY/pwV+8eDENHTqUbBFrvEFwGT9+PH344YcSyapVq4hj5dib2BrpgQcekM2feuopQ7/29od2IOBMAhBcnEkXfYMACIAACIAACIAACIAACIAACHgjAQgu3rirWBMIVCIC7iq48MH8ggUL6MSJE3TDDTfQwIEDrYp5ot66ZcuW0YsvvkhNmjShdevWqR+ZvWcLirp161JeXh7t2LGDGjZsaFK3S5cuhmdbt26lwMBAkzrGBRxrpFmzZsSCzaBBg2jcuHHGVXTzzhRceA48F2enpUuX0uDBg+Uwr732mhSd7B1z4cKF9PLLL8vmb775Jr3wwgv2doV2IOB0AhBcnI4YA4AACIAACIAACIAACIAACIAACHgZAQguXrahWA4IVDYC7ii4cLwPjvuhTsHBwbR//36qWrWqurjM+yVLltCQIUPIz89PWqOwcGMpscjDh6ShoaH0559/ynguxm1YBGLxJDs7m3r16kWTJk2igIAA42qG/IULF2Q9Fk/YpRhbxnA8E2uSMwQXtjZhq5M2bdrQ/PnzLU6jsLCQUlNTKT4+3mJdvQppaWnSEqi4uJgefvhhYiHM3sQCy4oVK2RzjgfEcYGQQMBdCUBwcdedwbxAAARAAARAAARAAARAAARAAATclQAEF3fdGcwLBEDAKgLuKLiwBQNbMhind999l5599lnjYrN5RXDhCkFBQdKq5LnnntOtz+LJvHnz6K233iIWBtgN2ZQpU3TrcqHiHozvGzduTB9//LG0xOG8Om3ZskVaZJw5c0YKP5s2bZLxYdR1yrp3huCyc+dO6tixoxx26tSpUgzSmwO7ZOMYKbNnz6bTp0/Thg0b6J577tGrarGMx+NxWfz6448/TFy1WexAVMjJyZEWR7xXDRo0oP/+97/WNEMdEKgwAhBcKgw9BgYBEAABEAABEAABEAABEAABEPBQAhBcPHTjMG0QAIFSAtYILuqg5+XhxtYIbJVgKU2bNo0mTpxoUo0FkbZt25qUmytQCy5KnejoaLr++uvlgT1bbJw/f55OnTpF3377LXFQe04sKixfvtyiFQrPh91ysQDg7+8vhRcWX2rVqkWHDh2SwsI///wj+4yLi6Pp06dLCw9ZoPOD3Zmx1cnBgwcNT7mMhQZLiS0/2MWWtWnAgAG0evVqWf3mm2+WcVWqV68uLVmOHj1Khw8fln+U/pjV+vXrqU6dOkqRTdeVK1fS888/L9vw3vbr18+m9lyZ58vz5mRvH7IxfoCAiwhAcHERaAwDAiAAAiAAAiAAAiAAAiAAAiDgNQQguHjNVmIhIFA5CVgjuLBViLUxUMqiyGIEu9OylNgF1V133UWXLl0yVGVXXGwh4evrayizdPPbb79R+/btZcyQKlWqEAs53Le5VKNGDRnzha1brHX5lZycLOOT7Nq1y1y31K1bN3r77beJ51BWYnHl3nvvJRY8bElsNcKxWMaOHWt1MxZxWKBhS6L8/Hzddsz6lltuoccff5y6d+9uNRO9ztgt2R133EEcy4YFHo59Y2t68skn5fsTGRlJ+/bto7CwMFu7QH0QcCkBCC4uxY3BQAAEQAAEQAAEQAAEQAAEQAAEvIAABBcv2EQsAQQqMwFrBJeK4MNiy6pVq6SlyO233y4tW8qKk2LNHC9fvizjwLCgcezYMfLx8ZHuw9hqg/+w2MGxYuxJHOOEY8ywuywWF8LDw6XFS6NGjSgqKsqeLl3Shq172DUXC0dKuu6666QVUFJSEgUGBirF5b7OmDGDXn/9ddkP7+39999vdZ/M9aGHHpL1Bw8ebJO4ZPUgqAgCDiYAwcXBQNEdCIAACIAACIAACIAACIAACICA1xOA4OL1W4wFgoB3E3BXwcW7qVfO1bHgxZZLHM+GxS12UWZt6tOnD23cuFEKWT///DOx+zMkEHB3AhBc3H2HMD8QAAEQAAEQAAEQAAEQAAEQAAF3IwDBxd12BPMBARCwiQAEF5twoXI5CSxatIheeukl2Qu7qWvSpInFHjkOTrNmzWS9V1991dDeYkNUAIEKJgDBpYI3AMODAAiAAAiAAAiAAAiAAAiAAAh4HAEILh63ZZgwCICAmgAEFzUN3DubAMepadWqlYzB0rFjR5ozZ47FIUeNGkWff/45JSYm0nfffUehoaEW26ACCLgDAQgu7rALmAMIgAAIgAAIgAAIgAAIgAAIgIAnEYDg4km7hbmCAAiYEIDgYoIEBU4mcOTIERo0aBA9+eST1Lt3b4ujrV69mtauXUsjRowgjomDBAKeQgCCi6fsFOYJAiAAAiAAAiAAAiAAAiAAAiDgLgQguLjLTmAeIAACdhGA4GIXNjQCARAAAYsEILhYRIQKIAACIAACIAACIAACIAACIAACIKAhAMFFgwMZEAABTyMAwcXTdgzzBQEQ8BQCEFw8ZacwTxAAARAAARAAARAAARAAARAAAXchAMHFXXYC8wABELCLAAQXu7ChEQiAAAhYJADBxSIiVAABEAABEAABEAABEAABEAABEAABDQEILhocyIAACHgaAQgunrZjmC8IgICnEIDg4ik7hXmCAAiAAAiAAAiAAAiAAAiAAAi4CwEILu6yE5gHCICAXQQguNiFDY1AAARAwCIBCC4WEaECCIAACIAACIAACIAACIAACIAACGgIQHDR4EAGBEDA0whAcPG0HcN8QQAEPIUABBdP2SnMEwRAAARAAARAAARAAARAAARAwF0IQHBxl53APEAABOwiAMHFLmxoBAIgAAIWCUBwsYgIFUAABEAABEAABEAABEAABEAABEBAQwCCiwYHMiAAAp5GAIKLp+0Y5gsCIOApBCC4eMpOYZ4gAAIgAAIgAAIgAAIgAAIgAALuQgCCi7vsBOYBAiBgFwEILnZhQyMQAAEQsEgAgotFRKgAAiAAAiAAAiAAAiAAAiAAAiAAAhoCEFw0OJABARDwNAIQXDxtxzBfEAABTyEAwcVTdgrzBAEQAAEQAAEQAAEQAAEQAAEQcBcCEFzcZScwDxAAAbsIQHCxCxsagQAIgIBFAhBcLCJCBRAAARAAARAAARAAARAAARAAARDQEIDgosGBDAiAgKcRgODiaTuG+YIACHgKAQgunrJTmCcIgAAIgAAIgAAIgAAIgAAIgIC7EIDg4i47gXmAAAjYRQCCi13Y0AgEQAAELBKA4GIRESqAAAiAAAiAAAiAAAiAAAiAAAiAgIYABBcNDmRAAAQ8jQAEF0/bMcwXBEDAUwhAcPGUncI8QQAEQAAEQAAEQAAEQAAEQAAE3IUABBd32QnMAwRAwC4CEFzswoZGIAACIGCRAAQXi4hQAQRAAARAAARAAARAAARAAARAAAQ0BCC4aHAgAwIg4GkEILh42o5hviAAAp5CAIKLp+wU5gkCIAACIAACIAACIAACIAACIOAuBCC4uMtOYB4gAAJ2EYDgYhc2NAKBSkOgpKSEioqKyN/fv9Ks2VELheDiKJLoBwRAAARAAARAAARAAARAAARAoLIQgOBSWXYa6wQBLyUAwcVLNxbL8ggCp0+fplGjRlGHDh2oc+fObjPngoIC2rlzJ3399dfyz8iRI6lnz552zW/Lli20cOFCGjduHCUlJdnVh6c2guDiqTuHeYMACIAACIAACIAACIAACIAACFQUAQguFUUe44IACDiEAAQXh2B0SCeFhYWUnJxMbFFQVgoICKCEhATy8fEpqxqeuTkB3ueOHTvSrl27qF27djR37twKnXF2djZt375dCiwskly8eNEwn/fff99uwWXYsGE0f/58aty4MXG/lclSBoKL4RXCDQiAAAiAAAiAAAiAAAiAAAiAAAhYRQCCi1WYUAkEQMBdCUBwcZ+d4UP3PXv2WDWhPn360OTJk62qi0ruSWDVqlU0cOBAObmlS5dSixYtKmyiw4cPJ55DXl6eYQ7h4eF06dIlmS+P4PLbb7/RI488IvuZNGkS9e3b1zCGt99AcPH2Hcb6QAAEQAAEQAAEQAAEQAAEQAAEHE0AgoujiaI/EAABlxKA4OJS3GUOxi6XNm3aZKijWLywJUtiYqKhnC0EBgwYYLfFgaEj3FQYgfz8fGrSpIm0aLr55ptp69atFTYXHrhBgwaUnp5ONWrUoNatW1ObNm2oWbNmxK7EFi1aROURXLj/bt260bZt2yg6Opp++uknYjGnMiQILpVhl7FGEDBPgC0ZM1ctJGG6erWSjy9FdnqKfPwQF+sqFNyBAAiAAAjYSiBzw3Iqyc3RNKvSpgv5hlWOf2drFn4lU5x9ibK2rKfcf/+m/MMHqPD0KfKPiaXApOspKOk6Cn/oUZnXa4syEAAB9yIAwcW99gOzAQEQsJEABBcbgbmw+pkzZ6hRo0YUFRVFBw8edOHIGMrZBObNm0dsVcKJ45uwyFGRiV3ZsQsxft/UrupeeuklhwguLLKwiMNp9OjR9PLLL1fkcl02NgQXl6HGQCDglgQK087Qsc73m8wtYdE3FFj36hcpTCqgAARAAARAAATKIFAiXFEfbn4TUXGRplatafMo9I57NWWVIVN8KYsurJhPF5bPp+JLV90iG6/dN7wKRb80lqq07GD8CHkQAAE3IwDBxc02BNMBARCwjQAEF9t4ubI2BBdX0nbdWMXFxdK65fDhw3TdddfJ4PSuG922kRwluPCoHTp0oB9//JFiYmLo119/paCgINsm44G1Ibh44KZhyiDgQAKXf/0fnRrc06THxG2/k2+g9/8daLJwFICAgwgUZWaQb2g4+Yi4hkggUBkJ5Kck0/GnWposve6ybRRQq45JubcXHH+mA+UfOWD1Mqs81o1qDHvT6vqoCAIg4HoCEFxczxwjggAIOJAABBcHwnRwV94iuLBrtNzcXIe7keL4Is5yTeWsOfMrwm7jevYsPYB744036MUXX3Twm+O47hwpuCxZsoSGDBkiJzd16lTq1auX4ybqpj1BcHHTjcG0QMBFBC5uXEFn3x2jGc2vRk2qv+o/mjJkQAAErCOQd+gApc+eSpd37yDfyCiK7PAEVXtuqMY617qeUAsEPJsAfwZODe+nXYR/ACVt3SdcVvppy708VyK+zCatfQoLbFppZbUGsgkSKoNABRKA4FKB8DE0CIBA+QlYI7ikpqbSihUr6PLly5oB+bC7X79+mm+qcxyIL7/8krKysjR1Q0JCZLBsZx2Qawbzkow7Cy6ZmZm0ePFi6YZKwZ2QkEBPP/20zH733XcyCPuuXbvo7Nmzwn19iRRH6tWrR+3ataPu3btTzZo1laZWXffu3Utr1qyh/fv3059//kk8h9jYWOkGi11h8QE+z8Fcqog5681FiWfCrrv27dtHcXFxetXcosyRggsLZA0bNpTimzvErXEFYAgurqCMMUDAfQmkz5xKGYtnayYYcuvdVPvDBZoyZEAABKwjcPLlZynnp52ayrWmzKHQe0xd92kqIQMCXkbgwqpFdG76eM2qAurUo7pLN2vKKkOmIDWFkp9obvNSmVfCgo2wlLOZHBqAgGsIQHBxDWeMAgIg4CQC1ggu/G30SZMm6c5g3bp10j2S8nD+/Pk0bNgwJau5zp07Vx62awqRMUvAnQWXlStX0vPPP6+ZOweB5/3nQ+b169drnhlnAoQLCLbuGDBggPEjk3xeXp58/z755BMp3JhUuFIQFhZGb775phRe1HFIlPqunLMypvGVhcjrr7+eCgoKqGnTprR27VrjKm6Vd6Tgwgt77rnniP/O4MQCWlkCmazk4T8guHj4BmL6IFBOAqljB1P299rDr4j2T1DsCO0hWTmHQXMQqBQEinMu05E2dxEZfYs97OE2FPfmtErBAIsEAYVA2gdvU+ZKrXgfIoTH2kKArGzpshBhTwkxVknBt9xJoXfeR8E33yFi3BRT1jerxZ81ymPNtdb7X4i6TTVlyIAACLgHAQgu7rEPmAUIgICdBKwRXE6cOCGtFfjAW7FyYcuW+vXry8NtdSyG8+fPy0N3jk+xbNkyOSu2Qujfvz/16dOHIiIi7Jyp9c3Y+qFv377SAsL6Vvo1q1evLl1AVYRljjsLLmwtwgIauwrj92P58uXSesHX11danzDNli1bEltz3HjjjVSjRg06ePAg/fLLLzRt2jRp9cJ1evToIfN8r5fYOqZTp06yLT9/+OGH6YknnqDGjRtT7dq16dChQ9LiZdasWfTPP//ILlq0aCED0fv7+2u6dNWcNYMaZdhChz8LnIYPH04jRowwquFeWUcLLl988QWGO+8yAABAAElEQVSNHDlSLnLChAlWCW7uRcS22UBwsY0XaoOAtxE43ucxyj9U+rtJWVv1gcMoqruRGxjlIa4gAAJmCRTn5tDR9vdSibiqU2TXXhQz5DV1Ee5BwOsJnBrRny7/qHVPGdmlJ8UM1bqx9HoQYoEXVi+mc9PeIt+ISKohvtAQ/mArk2VnLJ5D6TPfMymPHjKGqnY1jbVmUhEFIAACLicAwcXlyDEgCICAIwlYI7go4+3evZueeuopYtdA7BKI3YxFRUUpjw3Xo0ePUufOnSklJYXq1KlDq1evluKMoYKTbzgwNwfodkQKDg6W38RnwcDVyZ0FFzWLnTt3UseOHQ1FVapUoXfeeUcKI4ZC1c2FCxdo9OjRxBYnnKZPny5djKmqGG5ZkNm8ebN0RzZ+/Hgp0Bgeqm7y8/Np8uTJ9NFHH4kvMhVbFDOcOWfVtExuWWT44IMPZDm73mve3Hbzd5NOnVjgaMGFXaixIMaJXcCx9Zw3Jwgu3ry7WBsIWCZw+JFbxeGw1h1rzQkfUfgDpoGOLfeGGs4ikDrm/yj7P1s03Vd7bghVe+YFTRkyFU/g7Htv0MV1X2omkrD4GwpMSNSUIQMC3k4g+enWVHDiqGaZlVU8yFy/jC5t+5pix0wm/5hYDRMlU1JURMlPtaRC4X5MnSI7PkUxr4xTF+EeBEDATQhAcHGTjcA0QAAE7CNgi+DCI/z666/yIJ0PzW+44QZatWoVRUdHGwZnKwYWW1gsSExMlGILWyK4OvH82PqivKlq1arEoktFJE8VXJYuXWo4VC+LG8dx2bJlC0VGRkorFY7zo05KkHV2D8Yuyu655x71Y917tnQZM2YM+YlgkSzUsDCol4wFF0fNWW8sdRm7UGMBkhN/VvQES3V99f3//vc/ysjIUBfZdF+3bl1q0KCBTW0cLbiwK7V6Io4PC2QPPfSQtIyyaUIeVhmCi4dtGKYLAg4kUHj+HB17zNRNSfzc9RR0zfUOHMl1XV3+ZQ+d+/BtzYAhdzShmBdHaco8LaNrifT8cIp6+jlPW4rHzNfed6k4P48ubf2KsjavI/9a8RTZuTsFX9vQY9aNiYKAIwiweHC4hfg/jpF7vTjhTiysksYz4nihei6l1bxTRz1P2Tu3q4so5K77qPbUzzVlyIAACLgHAQgu7rEPmAUIgICdBGwVXHgYdtnVtWtXOnfuHF177bXyAJkDoHMw88cff5zS09NlnAoWY9idGJJ9BDxRcOnduzdNmTLFqgWzu7BmzZoRu6FjyxR2P6ZOHOuEnw0aNIjGjRunfmT2nv+xzS7IWFB54IEHDFY0xg3Ugosj52w8jnG+TZs29NNPP0kRj12x2ZLatm1LLLrYmzh+Clse2ZIcLbjw2CyCnTp1ipKSkoit5rw5QXDx5t3F2kCgbAK5+/dSygtPm1RK3PIr+YaEmpR7QsH5BTPp/JxpmqkG3XAzxc9arinztIyuJdLbH1P4/Y942lI8Zr7e+i55zAZgoh5NwFyQ+ISlmylQBIJH0iegJ65HPNqJYl+dpN8ApSAAAhVKAIJLheLH4CAAAuUlYI/gwmP++++/0pLl9OnT0l3Ya6+9JoOlc5yMm266Sbobq1atWnmnV6nbe6LgsmfPHmnZZO3GsWuxzz77TAp1n376qaHZsWPH6M4776SwsDA6cOAAqeMEGSqZufnjjz+k9QS7NuNYQnpJLbg4as564xiXcewZ/swoAqXx87LyilhTVp2ynrmL4MKWLbxHvKcsOln6NlpZa3L3ZxBc3H2HMD8QcB6BiyJA79mJWssPv2oxVH/dD84b1Mk9p44dQtnfb9KMEtG2K8WO0lq9aCq4ecacJVLC/A0UmHidm8/ec6fnje+S5+4GZu5pBC7/vItOvdRHO21fP0ra9jv5GMWw1FaqvLnC9DQ61qkZkfhynjqxOzF2K4YEAiDgfgQguLjfnmBGIAACNhCwV3DhIfhQnN2Hqb+pz4fkHJuCD7srKhUJM2s+RGfxp7yJRaO77767vN3Y1d4ewYWDyLMbNLWbN7sGt6GRIl5ERERIgcOWA3R25TV48GDJeOPGjYZR2YVY3759pRuxDRs2GMqtueH9r1+/PuXk5NDPP/9M7ErLODljzsZj6OXZquPixYt0zTXXEMcasiVt27ZNWpXZ0kZdt2nTpjKmkrrM0r0zLFzat28vLVv8xX8IWRALDfXMb3pbYsfPIbhYQwl1QMA7CaTPmU4ZC2ZoFhd80x1U55PFmjJPyiQ/1YoKUo5pphz9f6Op6hO9NWWelMnd/4uwRDI9bEvcuo98gyrGpawn8bN3rt74LtnLAu1AwFYCmWuXUtrUcZpm7GKv3rKtmjJkrhJIHTtYfGFg89WCK3d1Pl9DwdfdYFKOAhAAgYonAMGl4vcAMwABECgHgfIILjzs4sWLaejQoYYZfPvtt3TLLbcY8hVxs2nTJurZs6fDhv7ll18oPj7eYf1Z25Gtggu7cuMYHSwQqcULa8ezt54iXrCwwQKHLYnjmXBckxtvvJG+//57Q9PJkydL12R9+vQhvrc1cbwXPsxfs2YN3XfffSbNnTFnk0F0Cnid7EotLi6Ofv/9d50a7lXkDMGlefPmcu0suJw8eZJ8fX3da9EOnA0EFwfCRFcg4GEEUt8YStnbv9HMOuLRzsJ1ida1Y+5fv1PuP/up4JRwMym+MBCUdB0FNWgs4rzYFnNLM5AqwxYcuX/+RkUZ6VR0IYOKLl4gysslv+ga5B9XhwLFHz6o86sWXabFYXHOZTrS6jaTbwfXmjaXQkUcF1emvEMHKPevfVR4NpXELxHyDQyiIHFgxn/8qtpmXX3xm7XCEmmkZvrMJn72Sso7fIDyD/9DBaknyS+8imAWQyyaOfJwLvffvylPruU0FWVmUIDYC97/4AaNyDc0TDMvR2SKsjKp4ORx2XdAnXrkY+PvYEe8TxX1LjnyvbFlL4rF561QMC8WcewC618j31eb2mdfIn5PCo4fpfzjR+TfE4H1kigo8VrR33XkGx5hS3dOq+uId8OaydnzDrv6c1bWOoodsJ9pH0+izGVzNcPYEoukoj4Lmgm7MJP17QY689YwkxF9wyKo/le7ycfP3+QZCkAABCqeAASXit8DzAAEQKAcBMojuHBQ8meffVYGwFamwJYVK1eulAfoSpmrr+yy6Y033qDLly+Xe2g+GJ8wYQIFBgaWuy9bO7BVcGHXWywuJCYmSgsfW8ezt74iXrBly9GjR6UbMGv7+vDDD2n8+PHUpUsXmjlzpqHZrFmzaMyYMdKCiu9tTXfccQclJyfT2rVriS07jJMz5mw8hl6+devWtHfvXgoJCaHjx4/rVXGrMmcILrfeeiulpKRIyyNbBTq3gmPFZCC4WAEJVUDAAQSyd31PaUbB3COat6Hq/V6y2HvWtq8p/UpckqDrG1Hcm9oYJXodsGiRMuhpKhEHqEryIR+qLaxX/KvHyKITz3WmvAN/Ko/ltZqYT7VeA+V91ravKGPRbMo/9I+mjpKJ6PAExQwZY/PhLLfPP/ovZa5bRpf3/kgFxw4pXZZ9DQik2tPnUchNt8t65z6dQpd2bLnaprCQCs+cupq/cucjRAG/qOqG8ohH2lP1voMNeUfeXNyyni4s/dwsMx6L3YDFjn1PCFbXWzV0+ucfUsa8T6yqq1Rioap6v6HEa7U3XfxqJWV8+YXYn8P6XYh/U4U90Eq6a/MNC9evY1R6/JkOVJyXoymt9e4sCqybSLniXTz34UTK/V31xRghVNX78lvyj4nVtDHOlPd9ctS7dGbiaMpRz19MtNqz/0dVWnYwnrIm74z35pIIvH3uI614GlQ3ieLeLf23bIn4vPBnPHPFAvH3wB9X5yPcPgUKUTW6/8sUaiG4OQdGz1z3pYibNJ2KL1282ofRXcht98j3MbjRrUZPnJ8t77thPENHv8PO+JwZz9navCP3Uy/4e2Sn7hTz8utlTscRnwV3/H1b1qLzxO/YlIFPUokQPo1T9NCxVLVLD+Ni5EEABNyEAAQXN9kITAMEQMA+AvYKLnyQ/fzzz1Oh+A9Fy5Yt6d1336Xu3bvTX3/9JV1aLV++nPhgFcl+Ap4muPBK2UVYixYtrF50t27diF1lvfnmm/TCCy8Y2rG7rQ4dOtgVWJ1dybHLLk5HjhwhdnVmnBTBhcsdNWfjMfTy/fv3l1Y3/Mzc3PTaVVSZowUXdvdWr149ys3NleIgWyB5c4Lg4s27i7W5EwE+lEx77w3NlILE4WP8jC81ZcaZkuJiOt6rHRUklx56+worhsRvfjKuZpJngSZDBJBXp4CEREpY+JXBYuBI69uJv8msTjXfnE4hdzahs5NfN4mFoq6n3Ic2eZD4wNzaxIef6XM/oezvtJY11rZXW6uceL4b5f3xq7VNDfWqPNaNagx705B3xE3RhfN09t0xlP3DNuu6E0JCzNAxFNn+CYv1z7z5CmVtverS1GIDVYUQcWAe99YH5BtivWvMwnNn6cz44ZTzy25VT+Zv/WsnUNyEjy0KSIXCgulYB1NLo4R5G6hQHNanDnuOSnK1YgyPWnfFdgqoWVt3Ao56nxz1Lum6IRv6ujgw7a47f2e+N+fnz6Dzn03XjBuYdD0lzFtP+cLt3mkR78icmCobCcsi6Y6vay9NH0qmWOzVycE9Ke/v/UqRxSu/jywyO9ICy9ygjno31P078h121udMPV9b7h29n8k925iItWW5d3TkZ8Edf9+a2wv+csSJ57pQYWqKSRX+gkWd2SsMv7NNKqAABECgwglAcKnwLcAEQAAEykPAHsGFY7QMGTKEisVBRbt27Wj27NkUEBBAFy5ckMHPf/vtNwoPD5cH2ezaCck+Ap4ouPBhOrsG42D3ltK6deuIA7lzYmup224TrkqupKysLGmpw1Yz27dvp0aNGimPLF4VN3ccL2X3bv0DDbXg4qg5W5yYqMDWPGzVw2nVqlV0//33y3t3/eFowYUF2QceeEAu96mnnjKwcNf1l3deEFzKSxDtQcA6ArniG+Qp4lBFnXyCQylxyy9lusm6JPy5nxZ+3dWp3srvyD+2lrpIc1+UdZGOdX2QSi5na8pj35hKES3ayTI+3Dra/l7Nc87UfOdTOidcwbB7IWtTrY8WUegtd1qsnrl+GaW9/5ZwN1Rosa65CnWXb6MAYb3B6Ujbu6lYHFbZmqq/MJKinnrW1mZm67P7oJMv9qT8IwfM1jH3oNpzQ6jaM1e/zKFX70T/rjYdahv3EdTwJqr90UKr4r0Upp2hlP/rYdP+y/GEgJQg4gywGylzKVeIYylCJNMk8W+oOnNW0sn/60UlOdr3ValnTnBx5PvkiHeJrQMON7/J5P2uNWWOrqWIs9+bMxNHUdY32i+NhD3Qkqq0e5xOvz7ULG+Fu3JNmL9BWmUpeeV6RgiMWRtXKFmrr2EPtqa48R9YXd+eio58N9TjO+oddubnTD1fW+4duZ/8RYHDLW4mKsjXTKHmpJkU3vQhTRlnHP1ZcLfftyYLvlJQUlJCp4b3o5w9/zWp4hsRKcSW5RQo3CoigQAIuC8BCC7uuzeYGQiAgBUEbBVc5s2bR8OHD5c9sxuoTz75hPz8/Awj8UH5008/LQ+62W3SwoULDQeshkq4sYqAKwQXPvRfsGABnThxgm644QYaOHCgbsyTsiasFi+43uOPPy4P0jlGh7nE8VXYvRaLdOYO3vn92rFjBzVs2JC2bt1qlVs3jgnSrFkz4vdw0KBBNG7cON0pOGvOuoOpCtmaZvDg0sO91157TRP/SFXNbW4dLbjw3wcvv/yyXJ+xVZPbLNqBE4Hg4kCY6AoEyiDArr0OtxRWtYVXXXxx9YSlW8SBSl2zLY8/25HyRWwEdWJRJPy+5uoizX36Fx9RxtyPNWUB4iA8Yf5GwzdlOWYKuzAxTr4ivkixEGPUKahhYyLhP55jrOgJMWHNWlDcxE/UTTT3fBB97oO3KXPNYk252Qz7qtcTZfwDKGnb73INxcIl65FHbyfxzRqz3Zh7UPPtjyn8/kfMPbapvDg/T4gtPYQg8rtuO3btVXwpSz4rFsKMSbLgMsucX3/uhy1LQm4Qh5ri3zL5IpZL3pF/Td4vZbyoXs9Ll05KXu/K8zzRrysVpBzTe0zim0vkJw4Bi0TMHb0Ucvf9VPu9OXqPZNnFTSIWzdsjNc/5ffOLjDJYcGkeXskYCy6Ofp9KhEWrI96lglMplPyk6edS7zPu7PeG0aW88DTl7t+rQcriG7svMj4I11QyyoQ9/KhwY6i1lNEVHozamcsG33wn1fl4kbnH5Sp39LthHD/IEe+wsz9n9gB09H4WnkmVor/xXBIWfSPdB6rLnfFZcLfft+r1qu8zvpxL6Z9MUheV3ovfddKa04ovMpg2RgkIgIArCUBwcSVtjAUCIOBwArYILp9++qmMjcKT6NGjB02dOlU34DXHTunVqxf95z//kYfkX3zxBbVq1crhc/f2Dp0tuHAsERY91Ck4OJj2798v3cKpy8u6NxYvuO5NN91EH330kRRx1G3ZKmrOnDn09ttvU05ODtWpU0eKKnpuv1gEYvEkOztbvk+TJk2SllTq/tT3LN7we8fuyNilGFvGsOinl5w1Z72x1GVpaWnSWoc5PPzww7Rs2TL1Y7e7d7Tgwm7jVqwo/cbmnj17pBWT2y3agROC4OJAmOgKBCwQ0IuZUnP8hxT+oP6/P7J3fU+pIweY9FpNxB+p1nuQSTkX8GHesa4PCVdhpYf8SqXYcdOIY8Yo6eLmdXR2wgglq3sNvLYh1Rz/EQXWjpfPOZA4izT5Rw5q6rOrsrqLv9GUqTN6wZMNz4WFA8eJCGvyEIXcdreIL1ODOB5I5vrllDZlrKEa3wTE16e6SzYZylg0Kjx7Wub5G9Vnxr1keKbcRPUcSEFiHeoUcvs95FelqrrI7vtzM96jC0tMRQa2XooZ/qaMocKWsDy/c59ONgkizQNHPNqZYl/Vxtrg8sv7fqZTL/UWh+NakY6f1fl0CQU3FoKTKvG35s8IQSNHxMUxSUIsSVj4tdjLBJNHSoGeRQQ/8xN7wnEXwsQ30zlwM38bnWODGFtPcN1a731GoXc341uTZE8sGu7EWHBxxvvkiHfp8k876dTLRpZTIh5K0nYhErKIqErOfG+UYY4+dp8Qx9KUrO6VA3JHPvGMsBqLp4LUE6WxgsS37jVJvL+Jm34h39CrbunOz/9UuCsztVJhN4nh97cULuBqUe4/f4h4NntLxUiVgOpMwcUZ74aahSPeYWd/ztTztfbe0ft5WbgjPDXkGe3w/B5t/V3E/NLGHHXWZ8Gdft9qQZTmcg/+RSkDhEtJoy9h8NMar75LVR7tqNcMZSAAAm5GAIKLm20IpgMCIGAbAWsFl/fee0/GaeHe+/btS++8806Zbjry8vLo2WefpS1btogvB/oTBz7nmBxI1hNwtuDClgZscWCcOB4P7521SREvmjRpQs2bN6cJEyYQm3Hzvt9888104403UnR0NP3777/E7uZYSOHEliszZ840EWXU4yruwbiscePG9PHHH+vW5/eM18PM2OJq06ZNdMstt6i70tw7c86agXQyHTt2JB6f5/nHH39INjrV3KLIkYILC2y85yygNWjQgP773/+6xRqdOQkILs6ki75BQEvgzJTXKUu41VKnKOFOqrpwK6WXTghxI0+ICsYpTFhnxAkrDb2kd3AWUP9aYd2yQfNvIj0rGHV/7HosZtTbJm6o9IQQtnxI2rZf07/SFwflPjOu1GpQKVOuweLbu9GDX6NgI0GEn7M4wcHn1Sn03geo1uTZ6iLDff6Jo3T8ae0XNPhhggi4XpbIYOjAjhsO8p7S/3GhchVpWvsEBVPtDxdQMFufGCWOjZK1Zb22VBxEJiwSYogQrpTE60kZ8CTpWsWISombf9UcgCvt+N8254V1k7GFEz8vi1/27h2UKlzbGCd/ETsl/rNV0grF+BkHiM/6ZrWmOKhBY4oXLsL0kqVYND7BIRT+UGsKves+KfLk/LqHsr5eTXU+WSJc6MXJLl3xPtn7LmWuWSJc5mljA/nXiqd6y7ZqcDjzvVEGYnH0CFvUlZEiHmkvPn+vkp+wMlKSub8XOM5OYNJ1SjU6+UpfyvnfD4Y830QIV2WxIydoyjiTL9wTpk0bL9wm7ZDPnCW4uOLdKO877IrPmckGWFHg6P3U+z3BbjDZHaY6OfOz4E6/b9Vr5nuOl3Pi2U5UIP6eN07WWCMat0EeBECg4ghAcKk49hgZBEDAAQQsCS5sBdGpUydpjWA8HFslsMsntlJQElsXdO/eXbp0UsqUa9WqVemHH36g2NhYpQhXFQF1QHVVsc23iYmJxNYDltK0adNo4sSJJtXYbVzbtm1Nys0VqMULjsvCcVNGjhxJHK9DL7HQwG61hg0bZpWbMJ7PuHHj5EE9izgsvPCfWrVq0aFDh6Ro8c8/woWDSHFxcTR9+nRpPaI3tlLm7Dkr4+hdV65cSc8//7x8xPz79TM9hNFr58yyFi1a0L59+2wegi2K2NLNmrR69WoaMKD02+Tusm5r5l2eOhBcykMPbUHANgKZG4TVxmSt1UZY04cpbtIMk44u7xXfEB5q9A3hK7X0DnH5UfHl7FLrFiPXVTWFO6Bw4RZInc68NYzYXZVeinyiN8X832i9R6T7zWVRM3EzfwM+TNOGg0Ind3uESvJyNeWciWjThWqIw1ljlz1KxdRXX6Ts/36rZOU1UgTvjhnymqZMyVz6zxY6Peb/lKy88gE+z8vcGJrKdmRSRw6k7F3aA0TuJvolESS9c3fdHvOPHqLjvUz//VLj1UniG82dZBu2IGHXXnru27iCb1R1Sly/S7d/LmTRJWXA47pxX+LnrtcNbq/nfoqEW5s6M5ZSsBBR9FLB6ZNif1tq3b+x27et+4RFh59Jk7Ji0fgKt2K1hDsyc2NxZ656n+x9l/SsK0KEeFR7qlY4dNZ7owaed+gAnehj/ktk5g51izIz6Gi7e9RdyXtjN4bHn+lgErOoxqiJVKVtF5O2SgHHo0r78G0KqJXgcJdirno3yvsOu+JzpvC25ero/Tz36RQhmH+mmULIbfdQ7Q/ma8qc+Vlwp9+3mkWLjDlXYhzfqOZb03W/vGDcB/IgAALuQQCCi3vsA2YBAiBgJwFLggtbJLBlCn873Tix1QJbFsTHxxse8UF/165dKVf4bDZONWvWlG6eYmJijB8hLwhwAHkWLMqbWIxgd1qWEru3uuuuu+jSpUuGquyKi8UIX19fQ5mlG2PxQqnPrsn42alTp+T7c+2110prl0aNGlFkZKRSzaprcnKyFGl27TJ/CNKtWzfpqqxKlSoW+3TFnM1NorCwkO644w7ieDNsAcTxaSo6sXsz3i9bErtx6dOnj8HyzVLbJ598Ur6XvPcs7oSFaQ8PLbX3xOcQXDxx1zBnTyWQK2KxpIiYLOqk961ffn5ycC/ib/ibS3oCR8ai2ZQ+SyswByZeR/Hz1psc4JwQlhl6cUekECIsW/jvT710+ecfS91cqR+K38dJ3/9l0iZt2luUuXqxuqa8t+ZQKblXOyo4+q+mbfTQsVS1Sw9NmZJhq47zInaNOpVlbaGuZ8+9FBueaM7qhqZ5QL1rqO7CrzRlxhk9y6WoXgNFjJWXZFU96x51H+y2KX7Gl+oik/vcv36Xoovxgxpjp1CVltqD+Nx/9lOKEHiMU4QQgGKFEFRWOtG3E+UJ1zjqZM6q6Eibu/QtdsT7U2vaPAoVLuXKSq56n+x9l1JHPU/ZO7X/to3s1F26Y1PW5cz3RhmDr3qikfK8LEGQ6xxueRuV5GQr1eU1ZsR4imwv3B9dSXp/P7GLOz5Q9xEWb+YSx17KPfgnhTo4NoWr3o3yvMOu+pyZY19WuaP3M/U1IZjv0ArmER2epNjhbxmm4ezPgjv9vjUsWtxwfJljTzxMReILCerEv69qi9hGvsJCEgkEQMBzCEBw8Zy9wkxBAAR0CFgSXHSaoMiLCLDYsmrVKmkpcvvtt0vLloAy/jOnt3Rz4oVe3fKWpaamSmGAXXGxcBEeHi6tXVjEiYqKsrp7V85Zb1IzZsyg119/XT5i/vfff79eNa8p4/166KGH5HrYumnsWO230L1moUYLgeBiBARZEHAigRLxO+Ewu/kpyNeMUv/rn0Qw8qtCvDUBjI1jeLALoWOPP0zF4hvq6lRzwkcU/oCwQjBKR9reTcUXL2hKQ269Wwbq1bNOUCpe3LiCzr47RsnKKwc+T9ygjRvC8USOcQBxo/gjbHVSd6lw5RpdQ9OHOsMWGodbCHdcIiC9OsVNmUNhIt6LXkodO4Syv9+kecTiUezoiZoyR2XMuV6KHjKGqnbtWeYweq64lMDkhRnplCz2ka2CIjqIA27BzzhWSkTrjhT72rtljsEPk3u2oYJjhzX11MKO8kDv2+j8jC2dgq5pqFTTvWaI+DUFxw5pnsUJt29h9z6gKWOrnaNCcNFL1YTQVE0ITmUlV75P9r5LyT3bmrCIFpZiVQVHJTnrvVH6V64Zi+dQ+sz3lKzhajwfwwPVzaHmN5l89oyt5NLeF2LqGlMxla0Yak74UPx9ZtuXllTD23zrqnejvO+wKz5nNsO70sDR+6lnMVP9hREU9VRfwxSd/Vlwp9+3hkWLGz13a37Voin+i7UihlmMuiruQQAEPIAABBcP2CRMEQRAwDwBCC7m2eCJdQQqWrywbpbaWhU958viW4hsXcQxZ+69915av97I57x2uh6fY0uYjRs3SoHs559/purVq3v8mqxZAAQXayihDgg4joCeS5paHy3SfOP7pIilkSNiapSVoocKt1VdrrqtyljyGaXPmKJpEph0PcXPXWdieWLu4LDOrBUi7og4bC0jpc+cShmLtXFUgm68heJnLtO00psPV7DqcP3saTrWRXtgz20Tlm6mwDr1+NYkJfcQ4kKyVlyw5nDZpCMrC/S+EU6BQVR/7Q8a8Uyvu/Q50yhjwUzNo6DrbqD4z9fQxc3r6OyEERT2cBuqOe59OvliD8r9/WdN3Wp9B1O13oM0ZXqZ1FcHCbdsWgvVsGYi/s9EbfwfPYsbvf6sLdOzRMr9W1jR9De1ogm6vhHVmbVc1wWZejxXvk/2vEtSJGShwkhMrTlpJoU3Lf0yB6/HWe+NmhXfnxGuC7OEC0N10nPppH7O90UXztPR9vcaF1OtDxZoLJDMWWtwQ7+YWCEITqbQ201dk5l07IACV70b5X2HXfE5sxenI/eTPwscP6hExClRp5oi7li4iD+mJFd8Ftzh962yXuWqNydjQVOpiysIgID7E4Dg4v57hBmCAAiUQQCCSxlw8MgqAhUtXlg1SaNK7jDnRYsWEQel58Su5Jo0aWI0S+/IcnydZs2aycW8+uqrhjV7x+rKXgUEl7L54CkIOJoAB9Xm4NrqFC3iklQV8Uk45Qr3TCnCTZM6+YZFUHF2lrqIIoR7n1jh5ocTB+CV1i3isFSdjA+4lGfmDtcSN+0l37BwpZruVffb/60eo9gxkzX1Tw7tTTl7tVYv/nF1RHD4b8g3MFBT1zijGyeG3ZZt208+Ik6acSrOz6cjj9xiEry+1rS5FHqH439vlRQV0ZHWt5scKFpreaInuDCbesu3UfrsaXRJuOLhwPO+IaF09LH7qOh8mmbJsW9MpYgW7TRleplzn7xLF778QvMooF6ScHn2taGM3dscZnZFhYay8t7oCS7mAprX+Ww1BV9/o8UhXfU+2fsuFZoTCQXrQMGckzPfG2OAeofZUT2F27r+pf+mM66v5M1Z13Gwc3Z/qE6po1+g7B+2qYs091W7PSsFVkufd00jOzKuejfK8w676nNmBz5DE0ftZ2F6Gh3reJ+hX+UmYf4GYheXnFz1WXCH37fK+vlafCmLjrQVln7FxYbikLubUe33PjPkcQMCIOBZBCC4eNZ+YbYgAAJGBCC4GAFB1mYC7iBe2Dppd5hzkThUatWqlYxn0rFjR5ozZ46ty/CI+qNGjaLPP/+cEhMT6bvvvqPQ0FCPmLcjJgnBxREU0QcIWE/g4ler6OykVzUN1K6vUkXg92wRAF6daox+hzIWzqKClGOGYnV8koxl8yj943cMz/gm8NqG0mJCLxaL3sGhnlswTYdXMnoxO6L6vEjVn70asL5YuAI70voOk2/7mwvUbTyOnssVRZAwrst5cwHC663bSf7CVYujU/6Jo3T86dYm3dYYOYGqtHvcpNy44MzEUSZuwgKvaUAJwhqJrY84sUsmdhPH3xQ3TtZYInGbtOkTKHPVQk3zgNp1qe6XV98vDjZ+rFPpFw40FcuRiX39PYp4pL2mh/PzP6Xzn32gKQtq2JjiZ6/UlOllXPk+2fsuXf5lD50aUiqaGtYg4iAlbv3dIDA6870xjHnl5qiwECsSIpA68d8jVdp0VheZ3F/8Zi2dnThSU+4jYkokfvubiaUcHx5zLKgC8Xkwl9iCKe6dT8lfWL04I7ny3SjPO+yqz1l5GDtqPy/v+5lOvXjV+lKZU+LWfYb4JK76LLjD71tl/Xy9JATK00KoVKeEJZsoML6+ugj3IAACHkQAgosHbRamCgIgYEoAgospE5TYRsAdxAvbZkzkLnM+cuQIDRo0iDigfO/evW1dhkfUX716Na1du5ZGjBhBHGunMiUILpVpt7FWdyCQf/ggHe+tPYwOEt/wjxff9M8/eoiO92qrmWZAnXrCKuRr6WYqa+vGq8+E+6qkLb+KbwoXipgfzU2sIGqKQ87w+5pfra+60z041HELpmpiuD3cSgTUvpxtyPONcSD2/CNijc9o18j1rHWbohc0PuTOplT7fa21BvfJKevbDXTmrWGlmSs/rRWQNI2szJizAqg19XMKvcv0m93G3Z4c8gzl/LJbU8zxc2p/uEBTZu7wv/5Xe8ivSlVNXb2M3jf/gxrdRvEzlhqqm9srFtH8IqMM9Wy5Cbv3QQqoVUfT5MzbIylr01pNmbUWQebm6Iz3yd53KVO470oTbrzUyb9GHNVb9b2hyFXvjRQhOAaScO2kTrU/WUIhN92uLjK5TxeiWIYQx9SJXRMmzNN3K1uYcZ5SRw6gvL9/VzfR3PtVi6G4d2dQsAgK7ujkynfDGe+woz9n5eXriP3UEzn8RMyu+mv+a5ieqz4L7vD71rBocZM+633KWDTLUBRy613i732tKG54iBsQAAGPIADBxSO2CZMEARAwRwCCizkyKC+LAAdBHzZsGF28eJFSUlIoJyeHQkJCqE6dq4cAfn5+NHr0aGrTpk1ZXbnsmSfO2WVwMJBTCEBwcQpWdAoCZgmwQHK45W3aoNQBgZQkvkF+li0ftmgPNmNFHI+I5m1Jz4olQbgruvzzLjr3wQTNeIqAoylUZXQPDlt2oNixU1S1TG/NxXfgGBzBN4gD3itJ1yWYeMbzVdwrKXX1rnqxRyI7PU0xL7+hV93kEIsrWROvQrczKwqzd30vD5mNq7K7tMC6icbFJvnkp1pprJW4QtgDLSluwkeaupeEpdNpYfGkTr7hVSjxm5/URWbvj3RoQsUZ6ZrnxjFccn7fSycHPa2pwxlr3MuZNCqj4MTzT1HeH79oalgbi8aV75PxgShP2Jp36dyM9+jCEq0VsHE7V703+ccO0/Gepv+utcbiK/WNlyh7+1WXc7z+sIcepbi3pvOtbirOy6W0Ka9Tlog/ZC75CvGOrZmMhThz9a0td+W7UZ532FWfM2u5lVWvvPvJbhEzFmpjVAXfcifVEbHKlOSqz4I7/L5V1szXMxNHC+vG1YaiGq9OoiqPdjLkcQMCIOB5BCC4eN6eYcYgAAIqAhBcVDBwazWBzZs3U48ePSzWHzlypBRmLFZ0QQVPnLMLsGAIJxKA4OJEuOgaBMwQ0AueXHPSDDotgpyrfbuzv/t48c1ydgum56aFD2vSZ79PRcItlDoZB+pWP+N7vYNDY7dgxm04n/vXPkoZ8ITJo/obd2usIS5t/4ZOvzFUW0+sIem7P0RwdNMYLNqKRMm92lHB0X81xdVfHE1RT/bWlCmZ1JEDKXvXd0pWXiO79KSYoWM0ZY7K6Llk474ThcURx10pKxVdvCDjslBhgaaaHn+9YOBqV3KaDowy5lwYGbt1M2chkPT9n1btldGwZrN64o+1sWhc+T7Z+y7puQKM6CDiLA0fb2Diqvfm0s7tdHrU84Zx+cYnJExYxGkFL02FK5kTz3WmvAN/ah4ZvzOah6oMuyNLe3+cSWwjpQq7F4v/bJWSdcjVle9Ged5hV33OHAL1Sif27mfq60Mp+7tvNFOJEK4WY4XLRSW56rPA41X071tlzXw9Obwf5ezeYSiqt+o/5F+jpiGPGxAAAc8jAMHF8/YMMwYBEFARgOCigoFbmwgkJydTXl6e2TZBQUFUt25ds88r4oEnzrkiOGFMxxCA4OIYjugFBGwhkDZ9vIitcfXbvtzWJzjE5KCy5sRPKLxZC9n1/7d3J9BRVOkCx7+EbCRECAEhkEBYXMen44ij6DijoKPgggdcUNTnhtvoKDo6+p7ruK+4oLiACC6g4gIuo+Iyi0/nOY6OOuqIErKxBUJIQkLohGTubei2blX1lnR3keZf53BSdetW3apf3abPqa/v/dqbVT6Po9TIGMs0QWm5eY7pvaJ5IV927Ghp37DeuGT7tGDGzm0bDWr0Tc3NVxq70vPy1WiIT40ytxwsusJwlfQ+UgLtDnV/y/R0SCoPjHXRAaleB4+xFgXXy08aK22rqoPbeqX/VTdL72OdwSGjUic39KiildPOchw9/D2dryPbUW4tqJs/W2ofucta5F8fdPcTknvgL43yNXdfJ42LXzDK8saMl6Kbphtlbhtr7rxWGl9/0bGr+JHnJOe/9guW61+zl2lv2xLPvALtagq6MjUVnX2JNhdNMvtTZ/tS5ZnHiW/Zd8YtFl54pRScem6wLFn9xm00nM7pNORJc0q34IVZVsqO2k/amzZaStSUgdfeJTsdOcEoC7XhqyyT1dddJr4y0yJQf5BKDp6rkoTHa0lW3+hqH07G5yxeptbzdOZ5Vp59vPi+/9Z6Gim84AopmHJesCxZnwXdoNfft8GbVivW/F09VH6xYSrPGAsCCHRvAQIu3fv5cfUI7PACBFx2+C4AAAIIJEiAgEuCYDktAmEE3BJT26u7BU4qTj9aWst/sFc1tovuelzyRv/KKLNu6Jep+qWqfbFPC2bfr7fXz5kh6598yNjl9qt1t1/Y64OieYnftmaVlJ9wqNGG/9h5b0jWsJGOcn8g6sh9HeXR3I/joCgLfCuqpHLy1kCY9ZBI96eDSRWTj5C2lVXWw0TS08U/Sii/t1HuluslmtEGLV//U6ovONk4l95IV+cf9tpHjpErbgnWw+UAcpw4QkGLevlarV7C2pdoc9Ekqz91pS8tO2JfFTBtNm5x4K0zpNcvjwiWJavfrL3vJql/5blgu3ol0rRguo7O31F+3Gi9aizFaiqwnD2iz7+igwurVGLwTX93vkzOHz9JBlxzm3H+rmwkq290tQ/re0z056wrjuGOjfV5uuX5Gnjzg9Lr0CODzSTrs6Ab9PL7NnjD21b0d0BH4McEaekRf4BgP55tBBDY/gQIuGx/z4QrQgCBGAQIuMSARVUEEEAgBgECLjFgURWBOAn4lv8glWccHfZsbr8Ed8u9Yj1J9h57qzwJzlEN1jotS7+R6nOcc8bbpwWzHhNYd2vfbcSFr7pcKlWeEvvSb9r10mfiFHuxsR3q5Vio0SMt33yppjk70TiH3hj+tpreKzf89F6Og6Is8OcFGKNeQLe3G0dESuLerKaSWammlLEveb8YK0W3P2IvlvJJh0pbzSqjPNKc/x1btkjV1EmOX5jrk7hNW6bL3QI7+SqvwAA1ZV08lo0fvCWrr7/UOJXbyCijgmUjWf2ps32pbf06KZ9wsOWKt64Oeeo1yRqxa7A8Wf1mxeVnO4IdBWdcIIVTpwWvxW2l5avPpPqiUxy77Pl89KiS/COPk/TsHEfdQEG7zyeVp41zjDzL3utnUjJzfqBal/8mq290tQ/rG03056yzmPF8nm0qZ1S5yh1lX0rmLJLskbsHi5P1WdANevl9G7xhVhBAIGUFCLik7KPlxhDYMQQIuOwYz5m7RACB5AsQcEm+OS0i0KFe1OspljpaNrli6Cmf9NRP9mWDmoZsnZqOLNTiNi2Vva5bzoNoX35XXThZJT7/3Dil24gL/dLfPy2YLU9JxsDBMnTBO44RFoETNv/jb/5fxndsagoU+f/2UHPcD1Nz3bstDW++LDW3X2Ps0lOtjXg7cr4K46AYN9ymnsrZe5QUP/ys65naNzVL1bmTpFVNuWRfitR0Ynm26cT0C+uyw/c2ppDTx9mnBLOeq31jo+ipxJr+9Ja12L+un3Hpwg8kvVe+Y9/ae2+U+ledL8GLZy6QnL2co4ccJ1AFm3/4TtY9fIcavXC7IydB3bOPS+2j9xqHuY2MMipYNpLVnzrbl1q++ocKVJxqueKtq8OX/FPS1VSB1iXR/Ua35dbGzuq57DR+ovVSHOtuwU77tEdb6utk+TEHSmbpCDW13f2i80yFWtapqfM2qCn0rEvmsF1k6LzXrUVdWk9W3+hqH9Y3mejPWWcg4/08QwbtXALgbv00nv+HBjy8/L4NXEPgb0drq+hgU5oKVurcbCwIIND9BQi4dP9nyB0gsEMLEHDZoR8/N48AAgkUIOCSQFxOjUAYgerfTJGWL83cJ4Hqgx56RnJ/un9gM/g3VNJ6XSH7Jz+VkkefD9YNtbL+6Udl/ePTjd3Rvvx2Sxod6kVu1dQTZPO/vzLa0Ru9Tz5L+l98tVGup1lpWPy8mmv/FjWvkZlMXlfsue8BMvjBecYxgY31c2fK+ln3BzaDf4csWCJZg4cEt/VKW+1a0UGJrKHDjfLObKz634ul6S9LHIe6TcWlgydrbpwmTX9911E/e9c9pfiJlyRNTStmXXzly6Ty9PHWIv966asfSkZhf0e5nkZs9Y2XS9vqFY59uqD/726S3hMmu+7TwZKqsyc4gjuZpSNl0N2PS6YKlIVatGfd/FlS9+wsEfUi0c3dLZ9M3phx/hf2oc5rL09Gf+psX2r44ytSc5vZp3v07a/yM3xovw1JdL/paGuTZWOdo6/CBeoCF1n7xP1SN29mYNP/N2ef/aV4xjPBsubP/l9WXnrG1u3MLH+OmoIpUyW9p3M02dr7/qCmNjMDkHlqirUiNdVaPJdk9I149OFEf846Yxrv5xlN0C5wnYn+LATa0X+9+r4NXIMOuOvvt0aVBy1D5W7ZsrFB+p51iRRMduYCCxzDXwQQ6B4CBFy6x3PiKhFAIIQAAZcQMBQjgAACXRQg4NJFQA5HoJMCax+8TepfnOs4uueog2Tw9DmOcl3QruZ+L1O5IqR9i2P/oHtnS+7Pf+Eotxesuf1/pPHNl4xit2nBjApqI1R+i8EPPyc993bmhGn6+M+y6qrz7Kfxb+erBNx9Jp8tmSWlsvm7r2X97Adl02d/c62rC/OPPUkGXOU+sqdu/pMqCf2djmPzDjlCCk7Z1kbZ99K45DVpfPtVyR6xu5Q8sdBRP9aCUFOzSUam7KxyVOQfNk7SMjNFj35Y+9AdsvnbL51NqCCLDrbkqKCLfXHLTZGWkysjlmwdYaSDVK0qF4xOTr3pi0+l/mX1YtulX+jz5o09WopuvM/ehLHt1i90hfS8XtLvsusk//BjJC0jI3iMr2q5enn4mtQvfFoFsRq2lqt7H/HuF2oEU49gPb2y4reny6bPPzHKopniynpAMvpTZ/uSa6AixGinRPcbX3WFms7v11Y6/3rp4o8ko6DQUW4tWHXDZdL0/h+tRY7P3oaF82TdA7cadXoU7iy9j5+sphmbIJlFxaKDhY1LFkvd0485gniF56vk6ae5/79gnDSGjWT0jXj0YX1LifycxUAWrBrv51k76wGpm2tOjxhqxGaiPwvBm1QrXn3fBq5hzd3XS6P6UYF9iTQNpb0+2wggsP0JEHDZ/p4JV4QAAjEIEHCJAYuqCCCAQAwCBFxiwKIqAnEUaFC/dK25+UrHGYsfe1Fy9lRTSYVYKs+aIL4f/m3sjSUvQvXFp0nLF383jnebFsyooDY2qzarVNv2JdSIC13PLZeE/fhotgsv+J3oX9G7Lc2ffiwrp53ptsu1LEeNHCpWI4jisbi9oA6eV/36X08n1d5YHyyyrxSc+RspPOe39mL/dt3zT0ntjNvNfWoKGj3aRyex9i3/XjqazanXzMpbt3Ren8H3z42Yz0aP/qmYfETIae5EBY+y1XRQ6fm9pVWNomlbUeloLnPoCBn6zJuO8uUTfylb1q4xykONjDIq2TYS3Z8625dW3aBGL71v3nf+uIkqB47t+W27n0T2G7c8QdFOsVd17kR/ANTKXnjR7/2By0CZ20iPwD7/X9VPRE2bFGopfnyh5OyhRuDEeUl034hXH07k56wzpPF+nqvUKLum994wLiVcPqhEfhasF+HV962+Bh0cLztyP7FPlan35R08RoruMEeV6XIWBBDoPgIEXLrPs+JKEUDARYCAiwsKRQgggEAcBAi4xAGRUyDQCQGfyuVROWWccWTeQYdJ0Z2PGmX2DbcXZIPUiJhcNTImmmX58YfIltoao2qkROy68sY/vyOrr73EOM464sLYsW3DV7ZUqs4/Wb3Eb3bb7SxTQQpp9TnKB97ykPT6lfNX+7rilsYGqTjxMGlv2ug4zq0gni+4/Am7TzvaP5WWW1vhyvKPU6N2rnQftaOPc5uOKdz53Pbp/jTgpumOPCJudXVZ3YI5UqvysHR2yTvkcCm67WHjcB0cKjt8H6NMbwya8azk7jPKUR6uINH9qbN9Sefm2fzdv4xL76sS1PdVierdlkT2G7c8T3raupLZr7hdilG2TOeVsgXxBt7xqPQ6+LBgvXUz75ENzz0R3I5lpfek06S/Gi2ViCWRfSOefVjfeyI+Z501jffzdJvere+5l0nf/77Q9RIT+VmwNujV962+Bj2dWNmv3XNhZe+5j5Q89oL1UllHAIFuJkDApZs9MC4XAQRMAQIupgdbCCCAQLwECLjES5LzIBCbgP9Xr0epX71aXnCWzFkk2SN3D3uiep3rRE1PEljCJRkO1An8DfXiJ5r8DnXPzZLamXcHTuX/mzViNxny1GKjzL7hW7ZUVl5zobStqrbvMrZ1zov+V9wgq1VuFPtSMmexctnNXhzc3vjBW7L6+kuD2+FW9LRHA669K1yVmPa1/OtzWa1GOLTVrIr6OJ3Hpt9FVznytlhPsOKKc2TTJx9ai6JeT+uZp0YEnaumbjrfMb1XpJO4PedIx6jsz/7ppPqefYl/SilrfT0Sp/KMY6xF/vVwI6MclS0Fie5PnelLZUeNUgG/RstVikSaKihR/Watmu6rXk37ZV2iyZfTVlcr5cc5g7ZD5r8tWcWl1tNJs5rCrnaGmibPJUeTUdGykbXLHlI8c4Gkq2ThiVoS1Tfi3Yf1/cf7c9YV03g+z7Jx+/84xeC2ixpw43TJHzs+5CUm6rNgbdCL71tr++WTDnX9jgg3Es56POsIILD9ChBw2X6fDVeGAAJRCBBwiQKJKggggEAnBAi4dAKNQxCIk4A1L0CeyvlR9Adn8nd7Uy0q50m1mvonsAx6YK7k/uzAwGbYv21166X8eJXnxZbro3TR//kT+YY72C2heJ4adVKkRp9EWrbU10mNyh3T9MlfHdMNpalpt3Y66njpe940f/Cp/IQff00fOO/wdz53Tcod2K//NryxUNY9dp+0qxfHIRc13VHh1MuNKZJC1o1hx5aGDVJz69XS9NEHYY/KGr6r9Lv0WvW8DghbT+8sP/lwaVM5WmJZ0lWOjvwx46VA/Zo8Ur6OcOf1551RL+51fp1Ii86VUzj1MskaNtK1qluehjT10l3neunskuj+FEtf6nPSGVI2/udG4FTfV/GslyVnt5+EvcVE9Juae26QhkULjHajyZejp4mrOHGMcZz0yJAR7+mcPBlmudrSL7A3vvu61KrPXNualY79wQKV16fg9POl7+kX+HMaBcsTtJKIvpGIPqxvP56fs65yxuN5dmxpC/FZUHmqdtsr7CUm4rNgbzDZ37fW9hveXiQ1t1xlLRL93Vfy5CuSVTLMKGcDAQS6lwABl+71vLhaBBCwCQQCLrZiNhFAAAEE4iQwd64zeXecTs1pEEAghIDOt9Dy/Tf+vb3GHC1Zg0tC1PyxuEPlR6hbMNtfkJ6bL30mTflx53a+1u7ziW/p19KiE8irUREZKsF2rspJkp6bF5crb1ejhRqXvCa+ijJpXVEhertHQT/J2HmgP29E3uhD49aW2wXr6XF8S7+VzSqRfcsP36rEN5v9bWcMHCx5h4yN+NIxcE794nLZGJXHxxYYy1Kjn9LV6BW9pKngUXqfAsno01cyBgySnvuNFj11VJpyjdfSou6jWQWRWqvKpW39OpG2NskoHipZKldL9tDhKsiyi2q7KF7NxXyeRPanZPalePWbmAHjcIB+Ud+q8vn4ln4jm9W/Fp1fSvVb3Ueyhu8iPVUwOGvwkDi0FNspEtk3YruSyLW3p8+Z188zkZ8Fr79vm9WIxfo3XlJTeq6VzCHDpODUcxyjxyL3FmoggMD2JkDAZXt7IlwPAgjEJEDAJSYuKiOAAAIxCxBwiZmMAxBAAIGECPiqK6TyFGfOmtKX/yIZ/QckpE1OigACCCCAAAIIIBCbAAGX2LyojQACCCCAAAIIIIAAAggggEDSBfQvsVdeOdVsNyvbPw1XPEewmA2whQACCCCAAAIIIBCLAAGXWLSoiwACCCCAAAIIIIAAAggggIAHAhteekbW3X+z0XJm6UgZ+vQbRhkbCCCAAAIIIIAAAt4JEHDxzp6WEUAAAQQQQAABBBBAAAEEEIhKYK1KWF+/cJ5RN+/gMVJ0x0yjjA0EEEAAAQQQQAAB7wQIuHhnT8sIIIAAAggggAACCCCAAAIIRCWw8vfnq2T1fzLq9j75LOl/8dVGGRsIIIAAAggggAAC3gkQcPHOnpYRQAABBBBAAAEEEEAAAQQQiEqgYso4aa0sM+r2m3a99Jk4xShjAwEEEEAAAQQQQMA7AQIu3tnTMgIIIIAAAggggAACCCCAAAIRBTra22XZ2L1F2lqNuoPumSW5BxxilLGBAAIIIIAAAggg4J0AARfv7GkZAQQQQAABBBBAAAEEEEAAgYgCratXSMWJYxz1hsx/R7KKhzrKKUAAAQQQQAABBBDwRoCAizfutIoAAggggAACCCCAAAIIIIBAVALNn34sK6edadZN7yEj3v9S0npkmOVsIYAAAggggAACCHgmQMDFM3oaRgABBBBAAAEEEEAAAQQQQCCyQP2iBbL2nhuMihlFxVL6wntGGRsIIIAAAggggAAC3goQcPHWn9YRQAABBBBAAAEEEEAAAQQQCCuw7pG7ZMP82UadnqMOksHT5xhlbCCAAAIIIIAAAgh4K0DAxVt/WkcAAQQQQAABBBBAAAEEEEAgrEDz55+Ir+x7o07W0OGSO2q0UcYGAggggAACCCCAgLcCBFy89ad1BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSAEBAi4p8BC5BQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEPBWgICLt/60jgACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAikgQMAlBR4it4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAALeChBw8daf1hFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCAFBAi4pMBD5BYQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDAWwECLt760zoCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgikgAABlxR47RkJPgAAA/pJREFUiNwCAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIeCtAwMVbf1pHAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBFBAg4JICD5FbQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAW8FCLh460/rCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkAICBFxS4CFyCwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIOCtAAEXb/1pHQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBFJAgIBLCjxEbgEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQS8FSDg4q0/rSOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEAKCBBwSYGHyC0ggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICAtwIEXLz1p3UEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBIAQECLinwELkFBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ8FaAgIu3/rSOAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACKSBAwCUFHiK3gAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAt4KEHDx1p/WEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIAUECLikwEPkFhBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMBbAQIu3vrTOgIIIIAAAggggAACCCCAAAIIIIAAAggggAACCKSAAAGXFHiI3AICCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgh4K0DAxVt/WkcAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEUECDgkgIPkVtAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABbwUIuHjrT+sIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQAgIEXFLgIXILCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4K0AARdv/WkdAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEUkCAgEsKPERuAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBLwVIODirT+tI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAQAoIEHBJgYfILSCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC3AgRcvPWndQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEgBAQIuKfAQuQUEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDwVoCAi7f+tI4AAggggAACCCCAAAIIIIAAAggggAACCCCAAAIpIPAfmDABDmOVIK8AAAAASUVORK5CYII="
+ }
+ },
+ "cell_type": "markdown",
+ "id": "90d36820",
+ "metadata": {},
+ "source": [
+ "### Queueing Structures\n",
+ "\n",
+ "- Stack:\n",
+ " - First-In-Last-Out(FILO) or Last-In-First-Out(LIFO)\n",
+ "- Queue:\n",
+ " - First-In-First-Out (FIFO)\n",
+ "- Priority Queue:\n",
+ " - Highest priority item is kept first always\n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:work_queue_slow_operations.png\" width=\"600\"/>\n",
+ "</div>\n",
+ "\n",
+ "Slow operations:\n",
+ "- `x = L.pop(0)`\n",
+ "- `L.sort()`"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1ae078cd",
+ "metadata": {},
+ "source": [
+ "### Using `deque` to improve \"BFS\" complexity\n",
+ "\n",
+ "- Documentation: https://docs.python.org/3/library/collections.html#collections.deque\n",
+ "- Search for \"O(\" in the documentation to get a sense of complexity of various operations. Here are a few highlights:\n",
+ " - memory efficient appends and pops from either side of the deque with approximately the same **O(1)** performance in either direction\n",
+ " - Indexed access is O(1) at both ends but slows to O(n) in the middle. For fast random access, use lists instead.\n",
+ " \n",
+ "- Operations:\n",
+ " - `collections.deque([iterable[, maxlen]])`\n",
+ " - `append(x)` ---> **O(1)** operation, equally efficient when compared to list's **O(1)** for adding item at the end\n",
+ " - `popleft()` ---> **O(1)** operation, highly efficient when compared to list's **O(N)** for popping item at index 0"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bba7b04c",
+ "metadata": {},
+ "source": [
+ "What are some examples of `iterable`? `list`, `str`, `range(...)`, `dict`, basically anything that can be iterated using a `for` loop."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "df5a1b45",
+ "metadata": {},
+ "source": [
+ "Create a deque by passing a list with 3 items as argument."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "1b0bcad4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "deque([5, 4, 2])"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "d = deque([5, 4, 2])\n",
+ "d"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ad7ea162",
+ "metadata": {},
+ "source": [
+ "Append a new item to your deque."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "9bb00305",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "deque([5, 4, 2, 6])"
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "d.append(6)\n",
+ "d"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a7b72757",
+ "metadata": {},
+ "source": [
+ "Pop the item at index 0 using `popleft`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "3dcbd60e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "5 deque([4, 2, 6])\n"
+ ]
+ }
+ ],
+ "source": [
+ "item = d.popleft()\n",
+ "print(item, d)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "420abec2",
+ "metadata": {},
+ "source": [
+ "### Go back to `bfs_search` and update our `to_visit` list usage to use a `deque` instead"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "5ddae33d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: update bfs_search to make the implementation efficient"
+ ]
+ },
+ {
+ "attachments": {
+ "shortest_path.png": {
+ "image/png": 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jcmVlbnNob3Q8L2V4aWY6VXNlckNvbW1lbnQ+CiAgICAgIDwvcmRmOkRlc2NyaXB0aW9uPgogICA8L3JkZjpSREY+CjwveDp4bXBtZXRhPgpPK8ilAAAAHGlET1QAAAACAAAAAAAAAisAAAAoAAACKwAAAisAAW0bAYw/GgAAQABJREFUeAHs3Qe81FT6//GDDVAErEixIKLYsGHB3kEpKooVe1nLWtbeseH+7Q0rgiLYsWHvXdeGiiA2BJGmYAFBFMH8zzf7y93MJFNvMpPM/eT1uncmmUxy8j5JZubJyXMaOXYwDAgggAACCCCAAAIIIIAAAggggAACCCCAAAINVqARgeIGW/dsOAIIIIAAAggggAACCCCAAAIIIIAAAggg4AoQKGZHQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEGrgAgeIGvgOw+QgggAACCCCAAAIIIIAAAggggAACCCCAAIFi9gEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCBCxAobuA7AJuPAAIIIIAAAggggAACCCCAAAIIIIAAAggQKGYfQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEGrgAgeIGvgOw+QgggAACCCCAAAIIIIAAAggggAACCCCAAIFi9gEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCBCxAobuA7AJuPAAIIIIAAAggggAACCCCAAAIIIIAAAggQKGYfQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEGrgAgeIGvgOw+QgggAACCCCAAAIIIIAAAggggAACCCCAAIFi9gEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCBCxAobuA7AJuPAAIIIIAAAggggAACCCCAAAIIIIAAAggQKGYfQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEGrgAgeIGvgOw+QgggAACCCCAAAIIIIAAAggggAACCCCAAIFi9gEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCBCxAobuA7AJuPAAIIIIAAAggggAACCCCAAAIIIIAAAggQKGYfQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEGrgAgeIGvgOw+QgggAACCCCAAAIIIIAAAggggAACCCCAAIFi9gEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCBCxAobuA7AJuPAAIIIIAAAggggAACCCCAAAIIIIAAAggQKGYfQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEGrhAqgLFf//9t/n555/Njz/+aH766SezyCKLmGWWWcYsu+yy7t8SSyzRwKuTzUcAAQQQQAABBBBAAAEEEEAAAQQQQAABBEoXSHygePTo0ebpp582L7zwgnnnnXfM/PnzQ7dyscUWM+uuu67p0qWL2WyzzUzv3r3NSiutFDpvoYl//PGHufjii43jOHWznnHGGWa55ZarG+cJAgikS+DDDz80I0aMyCj0KqusYo4//viMadUeufXWW813331n9t13X7PxxhtXuzh16588ebIZOHBg3biebLrppmbvvffOmJbkkZEjR7qfI14Z9RlxyimneKOpeOTzKRXVVJFCjh8/3gwaNKhuXbpYftFFF7kX0esmVuHJ5ZdfbmbPnl32mhs1amSWXnpps/zyy7t/K6ywgllvvfXchgFlL7SBvpHzRQOteDYbAQQQQAABBBCoh0BiA8Xvvvuu+4NHAeJyBrU23m677cx+++1nDjroINOsWbOiF/P++++bzTffPGP+J554wg0+Z0xkBAEEUiOgQLECm/5BF5gmTZpkWrdu7Z9ctefTpk0zCl4vWLDA7LXXXubRRx+tWlmyV3z++eebAQMGZEzeeuutzZtvvpkxLckjJ554YkawW58TCxcuTHKRA2Xj8ylA0mAn3HTTTeakk07K2H4Fj1dfffWMaZUeadeunZkyZUqkq1XwuFOnTqZr166mW7du7vlx8cUXj3Qdtbgwzhe1WKtsEwIIIIAAAgggEK9A4gLFaoVy1FFHmYcffjiyLVdqCv2Y0p9SVRQa3nvvPbPFFltkzPb444+bPfbYI2MaIwggkC4BtdD9+OOPMwqt4Oe5556bMa1aI5dddpm54IIL3NUnKYitwLUC2Apk+4ehQ4eaQw45xD8p0c9rIVDM51Oid7GKFq4hBYqzYVu1amWOPPJIo2O63LvHspdZi+OcL2qxVtkmBBBAAAEEEEAgXoFEBYo//fRTs88++5hvvvkmlq3Wjwm1HizUCoUv1rHws1AEqi5w2223meOOOy6jHGp9p3OOWqxVc1AO9vbt27vnKK8cl156qVFL3moPulCmFs7+QRfd1GqwadOm/smJfk6gONHVQ+FKFGjIgWKPSuchOejOMYagAN9ngyZMQQABBBBAAAEEEMgvkJhAsfIP77LLLub333/PWWLdJtyhQwezzjrruH+6XVyd2ylYoVQVY8aMyfle74Xp06cbtUTJN/DFOp8OryGQXgHdsdCmTRszd+7cjI14/vnnza677poxrdIjysXes2fPjNWuuuqq5ttvv616ztHddtvNPPfccxllU9D1xhtvzJiW9BECxUmvIcpXikCaAsW9evUyjRs3Lrh5f/75p3uxbMKECSXlOe7bt68ZPny4oVPjTGK+z2Z6MIYAAggggAACCCBQWCARgWIFeLfddlvzyy+/hJZ4xRVXNFdccYXZf//9TZMmTULn0UTdFv3iiy8a3Q79yiuvhM5HoDiUhYkINBgB3a48ZMiQjO1Vh2zZHd1lzFCBEXXA+eSTTwbWpADy7rvvHpheqQnqWE+trtXi2T989tlnbgdT/mlJf06gOOk1RPlKEUhToFidqhUTKPZv/08//WQUMNbf66+/7nbcl6tDY72vT58+5qGHHjKLLrqofzEN+jmB4gZd/Ww8AggggAACCCBQlkDVA8Vz5swx6667bsbt1t6WqAXxscce63ag1LJlS29yUY9ffvmlufXWW83gwYON1uENBIo9CR4RaJgCYT+clY7m+++/L3i3QVxiSomjYGxYx2pqiTdy5Mi4Vl1wucqZrNzJ/kEdSukukLQNBIrTVmOUN59ArQeKs7ddF60uuugiM2zYsNBzpeY/4ogj3O992e9tqONhn3f0udFQ9wa2GwEEEEAAAQQQKE6g6oHi0047zVx77bWB0qoVsVrSdenSJfBaKRN+/PFHN8hx++23G7VEIVBcil7tzPvII4+YRx991Oy0007uD8na2bLkbkmSzTfYYAMzevToDLx///vf5uyzz86YVqmRCy+80Cgfcdig1nETJ0407dq1C3s51mnqxE7pL6ZOnZqxnrvuusscdthhGdPSMHL11Ve7LQ69supi5H/+8x9vNBWPaQ38JPl8kIqKDylkQwsUewTjxo0zp59+unnmmWe8SRmPL730kvtZnzExZSNRHS9pPV+krLooLgIIIIAAAgggUFsCThUH+2XfsUEQx4pm/DVv3twZNWpUpCWzeT6dk046yfn1118LLtcGDjLKo/LZFhgF38cMyRSwnSQ6tsMtt05tC/VkFrLGSpV084EDBwaOcZv/3LHpFSpeE3/99Zdj8yYHyuM/L/bv37/i5dIKH3vssUC5WrRo4dgcz1UpDyt1nDR+PiX9fJDW/crmCA8cn+PHj6/65rRt2zZQLpt6ItJy2YtYjk0ZFFiPzpv2LjVH59W0DlEeL2k8X6S13ig3AggggAACCCBQKwKmmhtyxhlnhH7Jt/lDq1msVP4QrypYgldu8147CgB6QTcCxfFXVhrMVUbv4oG3b+jR5jiPHyhrDbale93+6S+L/7ltTewoMFLpwXZiFyjbCSecUOlisD6fQNoCP2k4H/h4U/W0IQeKVVG24ztn0003DZyjdO7UeTWNQ9THS9rOF2msM8qMAAIIIIAAAgjUmkDVAsUKerRu3TrwBV9f+qvRqs9fsXyx9muk+/mee+6ZsY8RKI6/PtNifuihh2bsGwou9O3bN36grDV069YtUA5/kNh7/sQTT2S9M95Rm+7CsakZAmVTazeG6gmk7fMpLeeD6tVo+Wtu6IFiyel4aNSoUeA8pfN7Goeoj5e0nS/SWGeUGQEEEEAAAQQQqDWBquUoHjt2rFlvvfVsDCRzUOdz6oykmgM53aqpH+26l112WWNb6NQtVJ0jqpNDhvgE0mKuzti22mqrDIgllljC7dROOdIrMdiUOGaNNdbQBbuM1dlggVGHQ/5h9913d/O2+6fF+Twsb/Lmm2+eupy+cRpVY9lp+3xKy/mgGnVZ33U21BzF2W7q8POpp57KmLz88su7fVIox3uahqiPl7SdL9JUV5QVAQQQQAABBBCoWYFqRb4ffvjhQAsQtV6bMWNGtYpUt15aYNRRpP7JMsssk7Gf0aI4/ipNk7lyWdqTe8bfFVdcET/S/63Bdp6XsW6VxQavHeVUz24lp/OjWvlWYsiVN9leyKvE6llHHoG0fT6l6XyQhz2RL9Gi+L/VovNS9nlc4zqPpm2I+nhJ2/kibfVFeRFAAAEEEEAAgVoUqFrqiQEDBgS+2KsDlCQMfLFOQi1EU4aof3RFU6raXkqazK+//vrAeahjx44VSX+j/Jq25XJg/UOHDnV3kF133TXw2vnnn1+RnUedd2YHXtTJ6Jw5cyqyflaSWyBtn09pOh/kVk/mKwSK/1sv33//feB8pfPXu+++m8yKy1OqqI+XtJ0v8tDwEgIIIIAAAggggECFBKoWKA5rSWdTUVRos/Ovhi/W+X3S9GrUP7rStO3VKmuazH/66SenSZMmgSDDyy+/HDvfAw88EFiv7H7//Xd33WF3XSivu1r7xj3YNBeBstEaP2714pafts+nNJ0PiquB5MxFoPi/dbFw4ULHppgInLN0wSttQ9THS9rOF2mrL8qLAAIIIIAAAgjUokDVAsUXXXRR4Eu9zc2WCGO+WCeiGiIpRNQ/uiIpVI0vJG3m/fr1C5yL9ttvv9hraYcddgis98QTT6xb7/z5851WrVoF5nnkkUfq5onjyXfffRfaid2oUaPiWB3LLFEgbZ9PaTsflFgdVZ2dQPH/+JdbbrnAufKuu+763wwpeRb18ZK280VKqoliIoAAAggggAACNS1QtUDxkCFDAl/qdavgDz/8UHVwvlhXvQoiK0DUP7oiK1gNLyht5m+88UbgXGQ7tXN+/PHH2Grpiy++CKxT57/PPvssY51nnXVWYD6lpIhzuOCCCwLr7NKlS5yrZNklCKTt8ylt54MSqqLqsxIo/l8VNG7cOHDeuv/++/83Q0qeRX28pO18kZJqopgIIIAAAggggEBNC1QtUKxbu7NzYGp85MiRVQfni3XVqyCyAkT9oyuygtXwgtJo3qlTp8D56Kqrroqtlk499dTA+rbYYovA+r7++utAp3bq5G78+PGBeaOYsGDBAke54rPPzXfccUcUi2cZEQik7fMpjeeDCKqpIosgUPxf5l9//TVwztI57Omnn65IPUS5kqiPl7SdL6K0ZFkIIIAAAggggAAC5Qk00tvsF+qKDzbQYdZYY43AejfZZBPzwQcfGBsMCbxWqQnvvfeesUGbjNXZXHdmjz32yJgWNiJO2yrazJ4929hUGu7fIossEjZr1ab98ccfZsaMGaZp06bG5vUz9odJ1cpS7IpV3t9++82svPLKZvHFFy/2ba7/L7/8Uje/zbNqbr311rrxSj6xnZe5+4YeV1hhBdOyZctKrj5jXbZTMjN16lRjg4JmqaWWynitviPa75NiXuy2XHvttea0007LmH2ttdYytuVvxrQoRnT8yf3nn3/OWJy9y8IcfvjhGdM0svPOOxt7YS1jus3xbv79739nTItixF6oC5znll56aXdfadasWRSrCF1Gko6N0AImaGLaPp+Scj5Iwz6mzzh91i222GKmXbt2ptB3h5tuusmcdNJJGXunvlutvvrqGdMqPaKyT5kyJWO1Ou/ZVr8Z06IaefbZZ43Nqx5YnL3QFvo9MzBjngk2CG1mzpzpll3n7UJ1kmdRRb0U9fGStvNFUUjMhAACCCCAAAIIIBCrQNUCxbblmhv0mz59emAD7e2CZv/99w9Mr9SEUr5YazsURL7nnnvMV199ZWx+T6MfRN6gQOxKK61ktt9+e7PbbruZHj16VDRAqGDU888/b2zLGjcAryD2rFmz3OIp4Go7xnIDryuuuKL747J79+5uGTfYYANvE+r9qPXdfffdGctR8GvdddfNmOYfUcB96NCh5qmnnnLLPWnSJPdl/YBW2XbZZRc3wF3oh+cpp5ziX6zZcsstzb777psxLWxEQfRjjjkm7KWipv3999/G9rju7hsvvPCCsb2yZwRPtRCVXfvG1ltvbXr27GlkH0fwWJY2r6156623zLhx49y/yZMn624C94LMKqus4tbFOuusY3Shpk+fPsamXghspy7gvPPOO4Hp2ROqZZ5djlLGFQhQcEPBJP/w6quvuseuf1p9nw8fPtwcfPDBGYtp0aKFG4xdcsklM6Zr5KGHHjI2Z3LGdJu72N2nSrlokrGAHCPaD3Wu8A86Dm6//Xb/pHo9r+ax8dprr5lPP/20rvw67x1wwAF14/V9os+Dzz//3Ni0Je7xriCT7Zyw7MX27t3btG/fPuP9Sfl8SvL5oJr7WEZl5RmZMGGCe6w988wz7jlZn83z5s2re4fOwap7XVDXnz4v9957b/fipzcTgeL/Shx//PGBC8DNmzc3Ov5KaXSgz4EXX3zR6LxvUxIZ1ZHNFe9xu5/Zq622mvtdac011zRHHnmkWX/99etez/ekWsdLUs4X+Wx4DQEEEEAAAQQQQCBhAjZYVLXhsssuC71dULc+T5w4sWrlKuZWPRsMdi655BKnTZs2odtgqzl0ug0EOv/v//0/xwYPYt0+++PAUS7TsJ7Ac5XNP90GzRzbytLRdtZ30G3y/mXr+Z133plzseo0S7fhZ7+nkuPqGKecQbfuDxw40LEB4JLLb4N+zgknnBBpnm7ty6Vatm7d2rGtVR3bKjiDwP4wLnmbSqmzcs0zClmPERswDGyfpkU9bLXVVoH12EBHztXY4LVjW6AH3mMDyDnfU84LuTqx+/DDD8tZXOA9STg2/vnPf2Y42gtPgXKWOuHbb791zjvvPGfbbbd1bKA/Y/ml7P9h81566aWB4iTl8ymJ54Mk7GOBCvNNsAFs58EHH3TWW2+9svaTJk2aOAceeKBjA5mOlkXqCcexwV0nO12DjqVScrkrT71cw/Ichx2X3jSlAdpnn30CueV9VV73tFrHS1LOF3UQPEEAAQQQQAABBBBIvEDVchRL5qeffsr5w9q22nDGjBlTFcBCX6wVUFHnTt6PhXIeO3To4KhDq6iHL7/80v3hUk6Zwt6jehg2bJj7o7TcspYSKD7nnHPKDm6Hlb/caeUELfXjvdwAgL+c9hZ/92KCAgHlDuqIzbZaDeS39a+n0HOV41//+pdjW3O7xdA+W+g99Xm9HPNyfcLe98orrwS2T4EDBSKiGtRZXZjRJ598kncVp59+euB9O+20U973lPrihRdeGFiHbWFe6mJC50/KsZEdKLa3kYeWt5iJtoWg06tXL0fLCKvTKKZdfPHFgaIk5fMpaeeDpOxjgQr7vwnql6G+3xv8+5QCj7qg65+m5/q8rfagi/3Z5YrionPYdtl0UoF1ad333Xdf2OwZ0+xdNs7mm28e+v7s8ucbV8D4H//4h6MLFbmGah0vSTlf5HJhOgIIIIAAAggggEDyBKoaKBbHueeem/NLulrPqFVrvi/fcZDm+2Jtb0t0FNDK96Oh2NdsLjrnzTffjGwT1MLQpkyIpGzZ22BveS27FXSxgeITTzwxlrJnb0sx46UGLW3e48gDRmqpVE7L87lz5zoK8BWzncXMo5ZWGqr1QzeyA6TAghSY79ixY8DtmmuuKfDO4l/ODlTKf7PNNiu4AF0Ayq4rBSdsupuC7y1mBp1jw4I7t912WzFvzztPko6NbP9yAsULFy50dDeMWiNn10nU46UGiiv5+ZSk80GS9rHsg0HnlQsuuCD2fcXb9xpSoFgXscMu1Cy//PJ574ayKc8cfafxzHI92vz9js1V79h0V6GtlrPfZ1MEZVd/3Xi1jpe0fp+tg+MJAggggAACCCCAQMUFqpaj2H7Bdgf7I8rstddeRp0o5RrUqZS9BdfYwFlJ+eZyLa/Q9Fw53dSRmr1tPCMHsbcsdQinXLM20GTsDwJjAy/Gtog2o0ePNrYVYc48lXrfxx9/bFZddVVvUWU92sCFsS0C3byzuRagDm7s7ZjuupTjVDly1XGO8kQrn65y2NogSK63G9sayq0nm5og5zxhL9hbs10T/2s29YSb38+bdvLJJxt7G6036j7aYK3ZZptt3I4FlYtVuZaV7zfXoP3E3gKe8fJxxx1nbOC0btqOO+5oDjvssLrxXE9kU0wuY73fBnPMRRddlGtRRp2AKf+vckzqT+P2x7zbUZoNALrPc7nL/LnnnjOyKGbQ8aTj5LHHHgvMrk7J1JnfRhttZGxrNHeZysmoMmgd8tX+kD3YQLG599573XzL6myp0FAJ80JlKPf1q666ypx55pkZb+/UqZObQzRjYhkjylVrU9XU5Qj3FjFo0CBz1FFHeaM5H3fYYQejHLv+wbY0NipzfYcnn3zSKB+uf9B+qg4Ptd+UOyTp2NA22ItRxqaGqdscG2TKe86rm/H/niin+5577mmUVzZsUA71tdde282jrrzTylesnMjZHRf633vLLbe45wT/NO+58rF37tzZG3Ufk/L5pNz8STgfJG0f81eWcg7r80Z5xvMNG264odHxrfOD8mbr8077jD6bVd/6fFYHpMUM+mxpCJ3ZqV+II444IvT4zf5+ke2mPOzKxx422At3bp5+5erX9zn/oP4W9J3Oph0zL730kv+luufqW+GQQw6pG/eeVOt4Scr5wnPgEQEEEEAAAQQQQCAFAhUPTYes0P4AKqoFpA3YOLbzFsd+WQ9ZSnSTwlpgKKeu7fQr0AJFrfDU4tD+YM5ZALVAsz9qHLVOsbtE4E85ZG2HKTnfX+gFG5gLLNNbj1pl67b1sWPHFlqMmwpkyJAhju1AJ+fybLDcsR2hFVyWf4ZCLYqV3sArrx7VUlLT7I9s/2Lc5zbo4tiAfMb83nuvvPLKwPzZuQt1m2qUg3L5euvPfrSBIue6665zbHAp7yptMMlRGoHs93vjtuO/olvVDxgwILActXyUpw0C5y2HWpU+8MADgdujvRbFed/sezFuc9+qIn9qO5RybCdSAcPXX3+93usaPHhwYLk2COvo/FfMoFupvX3Ce1TuYuUwru9gO9kMLNsGr+u12KQdG9qY+rQo1nncdrIacFJd2OCeozs6ct1er3NgrhaMOvZzvS+sAtL2+RTn+SCJ+5hXZzou7YXO0P1F+4zy2N9www2OvRjjvSXnoz5DlBpH+1/Y+ck7H+hR+1q1h7C7E0rZx/OVf8qUKY5tXJDTtZiUPLaT3MD79T7bWWu+VWe8Zi8WheaOV73W5y64qI+XtJ0vMpAZQQABBBBAAAEEEKiKQNVTT3hbreBvv379Al/e/T+AvOfKnXr00Uc7tqWE9/ZIH8O+WHvr9h4VzLStSEsK0ihYa1ubhW6jbp0tZ1DHaV6Zsh/1o1L5lEsd9IPOtlLMGdjWrfKl/OjLFyi+//77M8qvnMiFgnIK2CgliTp/87bZ9jweGpCN+keX31L5DcNuP9e+YXtDL7lTOnVyFJZzUttoW7n6V53zuW2ZXmfi2dxxxx0558/1wrPPPluXhqEhBYrl0bdv34DhQQcdlIuq6OmbbrppYLnKa1nsoGMuLO1NMbk4861DOajDOr18//33870t72tJPDZU4PoEinWR0jum/I/aXwpdhPGwdL4Lq8NjjjnGm6XgY5o+n7QxcZ2Dk7qPeRWo7yj+/cR7rkCvUpcoRVA5g/LPn3rqqRmff96y9ViLgWJdSLd3vLiBcl389m+v/7m9Y6eoY9EfKFa6oVdt/wLlDPrM9q/fe27v/Chnce57oj5e0na+KBuONyKAAAIIIIAAAghEJpCYQLG3RcOHDw/8sPS+fIc9qvMw9fwdZSvjQl+s1cFVucEZtR4MaxGrHysKgJYy6MdIWKBSOfvUkrW+w0cffeTYNBOhP4QOP/zwohefK1A8YcIER61uvXpVS+Zp06YVvVxtv4IuCsy+/fbboe+L+keXtxJ1cKbW1V7Z/Y8KBpU7KGiXXWZv2eqZPd8Qtt8qoFDuoMCkAhpqZVzKkF3+qFtxl1KWcuZVnlfP3HtUcEKdb5Y76FjyluV/1PRShuzW91rWdtttV8oiAvP2798/UDZ7K3xgvmInJPHY8MpebqBYOU395yqvDm1KJG/RRT9qWbog5i3De7S3she1jLDj3FuGHpPy+eRtTBzngyTvY9pu5fb214n3XLlzo+qXQPnJdex7y/YekxootikZ3O9N+u6U7093XuhCsC7E664G5dvXPu1tX65Hm97J0bFVzOAFinU3VrkBe289NhVNoGw6p5Y7RH28pO18Ua4b70MAAQQQQAABBBCITiBxgWJtmoK+l19+uaMfVbl+FGRPV1oHtc774osv6q2T74t1y5YtHbVkqs+gAGd2+TVu84QWvVilutAtjtnLUStbmwuv6OUUmlEtktWZS/Z6NK7WNMUMYYFi/ZDecsst65arW7fL6Zjrm2++ce6+++6cxYj6R5e3IptTua7sfpuzzz7bm6Xsx0cffTR02UpBkW8444wzAu9TKoVKD3GZV2o71PmUzfEZsKzPxRe1GPXvJ3quAEipg9KUZC9H4+PGjSt1Ue78ukU6rBW7zZtb1vL0piQeG97GlBsoDuuMTOevUi/ueeXQXRPZnXDpQlmhNDV6fxo+n7zt1GMc54Mk72P6vAtLD6HUVTZfv5+m3s91kTz7fJDUQHF2OaMa14Xik046qaSA78SJE536tPr1V5ztXyNQB6XcIeBflp5Hfbyk7XyR7cE4AggggAACCCCAQOUFEhko9hjU0uPmm2/Oma4h7IeGfnzbTsicTz75xFtMyY/5vljbTsJKXl7YG7p27Rr4caEgRrFDWC5aeej26KgH29mZ07x580B5FUAuJhdfWKDYdtpTtzylEvnwww+jLra7vKh/dGmhus18ySWXrCu/tx/uvvvuZQeOsjderXC95fofbadG2bPWjdtO7DLeo17WqzHEYV7p7QjLfaoWa+UMs2fPdrSP++tRz3WxpJwhLO+pWhqXM4QFOXTRrdw7NJJ6bHg25QaKs/O26/gv58KWVw49nnbaaYF9opiLfGn4fPJvZ9Tng6TvY4ceemigXps2beqUeveA3zDX84YeKNbFmkKpqnLZRTVd54Hsc7vtCK/sxUd9vKTtfFE2HG9EAAEEEEAAAQQQiEwg0YFi/1bqdnB1BuTPS5v95Tx7fL/99nNsz+H+xRT1PNcXa7ViimoIC9DYHu6LWvwvv/wSaHWibT/44IOLen85MylArpY72cb5WvN66wkLFPuXE1Xw3Vuf/zHqH11adljrQrXu/vXXX/2rrtfz33//PbSjnHz5gvXj1O+qfI3VGOIwr/R2KAVKWFqXcm4bV/5xf73ouQLHCiCXMwwbNiywvGWXXTa088dCy+/Zs2dgWUcccUSht+V8PanHhlfgcgLFyi2fXX9R3Dmg1C7+C2ZaR69evbyi5nxM+udTdsGjPh8keR/TRdWwfN9KuxDH0BADxTpmTjnllKI66I3DPHuZugsg+3vpHnvskT1b0eNRHy9pO18UDcWMCCCAAAIIIIAAArEJpCZQ7AnoVvorr7yyrqOt7B/w2ePKI1sot6u3bO8x7Iu1OqJSL+ZRDbq9Xbei+sur1tDKYVxoUN5Y//v0XCkxogxUhpVBgffs9a6xxhphs2ZMyxcojjO4rUJE/aNLywzL26zWgVEPys+Y7d2qVaucq1GHd/75FehUx0eVHuIwr/Q2aH3ZgXfZlrO/Kt+vv170XHVb7jBv3rzAfq1l3nPPPSUtMlcndvlarRdaQVKPDa/c5QSKR4wYEai/Ylr+euvM95i9j6k1d6Eh6Z9P2eWP+nyQ5H1MnZhmH+tbbLFFNklk42kKFKujVfXFUMyfzpnKv9y7d2/3nHvhhRc6TzzxhDNlypTI7KJcUPZ3uaQHipP0fTbKemBZCCCAAAIIIIAAAtEIpC5Q7G22Aq3PPvuso9v9w1q6+n+sqYVPKZ3Phf0QV97YqIeddtop8KNSHbwVGrp06RJ438UXX1zobfV+XS3rsvNqylnT8w25AsX6wV9Oi+9868p+LeogRa4csR9//HH2qus9/swzzwTqOZ+3Wnf793s979evX73LUeoCojYvdf1Rzf/cc88FPHULeSn7bNi5RPXy/vvv16uYysmZXddbbbVVSctUZ1HZy+jcuXNJy/DPnORjwytnOYFi5cvPdlKO0ygGdYaXvWylVsg3hO1TSfp8yi57lOeDJO9j+k4S1m/ACy+8kE0S2XiaAsVqQV+rg4Lg/uM46YHiJJ8vanUfYbsQQAABBBBAAIE0CaQ2UOxHVqBSLU/8X9Szn6vX7Hfeecf/tpzPw36IR9WCzL/SsFyGhfIYqoVodrBWrdDibk3slTs7D66c1UN5viFXoLiUzvvyLT/fa1EGKbQe5czO3rfWW2+9fEUo+zW1YA/LDa0yhA1ff/116G3PV1xxRdjssU2L2jy2ghZYsDoqW2211QL1fcMNNxR45/9ePuywwwLvV2u5+g6fffZZYLnaL8eMGVPUopVbXHdbZO/L9clxnuRjw0MpJ1CsNBN+J+UnjmpQK0n/svV81KhReRef5M+nsIJHeT5I8j6mfhGy63L99dcPI4lsGoHiyCjrtaC0BYqT8n22Xui8GQEEEEAAAQQQQCA2gUZasv1xUxODzR9q7K2fxgbMQrdnxRVXNLYln7Ff6kNf9ya+9957xt4u6o26j/aLtbGtRDKm1XfE5lo0No1ExmJsLmaz8847Z0zzj9iW0eaggw7yTzI2z6ixQdeMaXGN3H///cbmyc1YfLdu3YxtfZkxzT9ie3o3tmM1/yRjb+E39lb5jGlxjNjcrcbmdK5btO0kzticsXXjpT6x6TfMQw89lPE2G7g3NvVExrSoRgYNGmTsRYCMxdkUE8YGfzOmeSM2pYEZPHiwN1r3qH3KBjiN7ZCtblpcT6I2j6ucxSxXx6eOU/9gLwwYG6j1Twp9rnqz+TSNTRWR8boNdpnjjz8+Y1o5I7YFsbEXvzLeeuKJJxobPMqYFjby1FNPGZsPN+MlGwA19tZuY9PYZEwvdiTpx4a2Qz4DBw6s2yQdu/aCQN142BN7t4axra/rXrJ3qBibIsg0adKkblq5T2xaC9O3b9+Mt9sLn3mP0yR/PmVsyP+NRHk+SPI+ZlNimbPOOiuDIN+5OmPGMkfshR1j7y7IeLe9MGtWX331jGmVHmnXrp17LvGv17YoNvaCvX9SzTy3FxTNd999V7c9+q6o74zlDFEeL1p/2s4X5ZjxHgQQQAABBBBAAIGIBWILQVdpwb/99pt7u71lCrTu0bRicoxWqsXW7bffHiijDeDklfvXv/4VeE8pLRzzLryIF9WiOTvVx/LLL5/3nWEtiu+8886874nqxShbs6lMm2++ecA/174W1/R8nY0ph6NaPIatWylY9t9/f0ct3+IcojaPs6yFlj158uTQVtpvv/12obc6Oi6z60F1M2vWrILvLWaGsFQjylWujhALDeo0LbtsusOhPkPSjw1tWzktih944IGA1QcffFAfqrr3nnfeeYFl6zMs35Dkz6ewckd5PkjyPqaORrOPKXXCG+dAi+I4dYPLnjlzpqMOTR9++GFHd1+cf/75ztFHH+3ori5/3Sc99UQcLYrL+T4bFGYKAggggAACCCCAQBIEaiL1RDakcgWGdSqjL/JLLLGEM3Xq1Oy3ZIxX6od4WA7aQoFi25o44weJtinuwF8Gjh1Zd911M8qgwLFuZc811FKgWJ33+X8QVuN5oR+hyq1rWzvmLac6CrKtwyPtoNGr/ygDQ94yq/ko7+x6LiaoaltvB953+OGHR7Ypc+fOdVq0aBFYx1133ZV3Hd9//33Zwe98C07DsVFOoPjTTz8NGEd1oUs59v37lm1NmI/YfS3Jn09hhY/yfJDkfczetZFRl6rXuFNCESgO2+OimabvNK+99prTv39/N7VZWKoe/7Hrf17oMzpfCaM8XrSetJ0v8tnwGgIIIIAAAggggEBlBGoyUCw65RfdaKONAj/c9GVerUDyDZX6Yq1Wif4fF3peKFC8yy67BN6jVr6VHGyqiUAZpk+fnrMItRQoVovN7Dqr9LhagxYa3nrrLcem+yhYVpuOxVGnZoU60Cq0Pv/rUf/Q9S+7Gs+ffvrpgKNaBtuUJjmL88YbbwTeo/3k3Xffzfmecl444YQTAuuxaXPyLiqsE7so8myn4dgoJ1BsU4cE8sLvueeeeY2LeVGdImYfK/rMKjQk+fMprOzZ22jT/4TNVtS0JO9jG2ywQcaxqIvScQ8EiqMVViMDXWi1KZycFVZYIaM+S/mcb4iB4nK+z0ZbeywNAQQQQAABBBBAICqBmspRbL/IZwy2xa7p0aNHxjSNtG3b1thbygPTvQmVyumm/KLKM+oflDs0rMzePDaQYGwLYm/UKMfmX3/95T7WTYz5ifILDx8+PGMtytmq3K1hQ1iOYtsiz80nHTZ/lNOizPdnf0SaxRZbTBdX6opob4U2119/fd14JZ4st9xypmPHjgVXZVucuvl1lRN3/vz5eedv2rSpsa1kzamnnlrUsvMtLErzfOup1GvKYdu+fXtjW+JmrFL5QW3gMWOaN9KvXz9z7733eqPuo+3YyowePTpjWn1HtDwboAosxraCNZ07dw5Mz7Utyl+dnes08OY8E9JybJSTo1ibvdNOO5lXXnklQ+CRRx4xffr0yZhWyohyzSvnvH8oJod6kj+f/NviPY/qfJD0fUz5yKdNm+ZttpufXDm/4xzIURyNrj7TlVNY+ch17qzvYAPFDS5HcTnfZ+vrzPsRQAABBBBAAAEEYhKIKuKc1OXYQGxoq5B8eTyT3GJrzTXXzNgeG+CrOP0xxxyTUQa7azo2eJGzHLXSolitjWygOGPbbaAo53Yn5QXbyY6bR9F2JJRRdtVb9p+98OCoxV998uhG2YIwKYZhrXBtIDa0eGqdHWatnJZxDGF5W4877rjQVemOhew61zlErVvrM6Tl2CinRbFc1BI8261Vq1bOTz/9VBabcpxmL0/Hnu2IteDykvz5FFb4qM4HSd/HlDbEX6etW7cO44h0Gi2K68/51VdfORtvvHFG3fnr0XtuL8469oKRo7RDyi1uO8V1bCfC7rlhpZVWyng/LYr/+92i0B1y9a89loAAAggggAACCCAQh0DNpp7wsIYNG5bxBd770v/ll196swQek/xDPCwoZHsTD2xDnBP69u0bMNWPrVxDrQSKtX0KDnn7kB67d++ea7MTN10pSi677DLHtqjP2Ab/9njPba/1zquvvlrWNkQVGCpr5TG9adKkSaF5fcNSSVx11VUBXwVj86WqqE+xBw8eHFhf8+bNnTlz5gQW27t378C8xXTwGVhQyIQ0HBvlBoq1uUo34R0f3qOm5bvoGMLkjB071lEHoN4yvMd99903bPbAtCR/PgUKaydEeT5I8j6mQKJXl3pcfPHFwzginUaguH6cL7zwQmD/9Neh9l17p4Vj75jKu6JVV101o+4JFBMozrvD8CICCCCAAAIIIJBwgZoPFH/00UcZX+C9HwEvvfRSzqpJ8g9x5af1tsF7VBCrksP2228fKEO+TntqKVCc3ZHfhhtuWEn6SNZlU5W4vbaH1aO3T+lRHeLph3SpQ5SBoVLXHef8PXv2DOz32Z3TqdVjdsBIloccckhsRVNAWIFhf93p+aBBgzLWadPthAa733zzzYz5yh1Jw7FRn0CxArxhnUR26tTJ+eCDDwqyKW/+1VdfHbqMpZde2g0gF1yInSHJn09h5Y/yfJDkfSzs7qX6ttQP8/RPI1Ds1yjtuU3JFHo+1Llzm222cWx6LUf5yYsZCBQ7DjmKi9lTmAcBBBBAAAEEEEiHQM0HihVEadSoUSCIctddd+WsoST/ED/yyCMD25Iv6J1zI+vxgs3FmFGGQp321FKgODu4avMFOwoOpnXQhRSlzwg7RvSDWZ222TybJW1elIGhklYc88xPPPFExn7v+fgvkuhY1PTsP3UuGOegdCHZ6+zSpUvGKm3+zcA866yzTsY89RlJw7FRn0CxbNTKXkHdbGulpFF6Ep3rsgcFm2z+Tjf4lP0+jSv4rOUWOyT58ylsG6I8HyR5H9trr70C+0U5F9rCDHNNI1CcSyb/dF3YWXTRRQP11axZM2fo0KH53xzyKoFiAsUhuwWTEEAAAQQQQACB1ArUfKBYNRP2w/6WW27JWWlJ/iHev3//wI+bs846K+e2RP3CmDFjAuu3HX3lXU0tBYrDAvUffvhh3u1Pw4sKGHft2jVQtwpkKQhZyhBlYKiU9cY974IFC0LTdqhlmjeEpWVRK8i4h1GjRoXWnepVg1qzrrLKKoF5rrvuusiKloZjo76BYmHpeA9LHeEFgVu2bOkooLnddts5tgPDQF5zbz496kKM8pyWMiT58ylsO6I8HyR5HzvllFMCx5ftHDSMJLJpBIpLp9QdNbYD0EBdrb766kXlCA9bI4FiAsVh+wXTEEAAAQQQQACBtArUfKB4/vz5oa0lbW/zOessyT/EX3vttcAPnI022ijntkT9ggJL/kCHnh9xxBF5V1NLgeJ77703sP0XXnhh3u1Py4tqGa1OerLrV7k2w1pK5tquKANDudZRrekXXHBBwMdLPzJt2jQ3L2m23/XXX1+R4qoFcfa61fGkhqeffjrwmlqyltsZW9gGpeHYiCJQrG0fN26cs+mmmwZMs/3zje++++7OhAkTwijzTkvy51NYwaM8HyR5HwvrKHLttdcOI4lsGoHi0il1Ps4+LnVnUL5+KwqthUAxgeJC+wivI4AAAggggAACaRKo+UCxOiHJ/lGg8ffeey9nPSX5h7gC32EtpNWiMO5BgcSwljgPPvhg3lXXUqBYwcDs/alDhw6O6qVWhv322y+wjQMHDix686IMDBW90grNqMDeIossEvDR+eTyyy8PTI86GJtvM++4447A+nUr9ezZs52wTuwOOuigfIsr+bU0HBtRBYo9nNdff921zZW6Jftcofl23XVXZ+TIkd4iSn5M8udT2MZEeT5I8j42d+5cp3HjxoFj8LnnngtjiWQageLSGXfbbbdAHT366KOlL8j3DgLFBIp9uwNPEUAAAQQQQACB1AvUfKB4wIABgR8F+vE+c+bMnJWX9B/ie+65Z2CbFAiKe3jkkUcC61Wev0Id9iQpUKxbl+s7rLfeegGHm266qb6LTcz7FYzJ7rRLAbZih+zAUBTmxa67EvN17949UP+HHXaYs9pqqwWmRx2Mzbd9v/32m6PAcHZw8vzzzw/Nx6kgZ9RD0o+NqAPFunimuzxypW1RXahF/k477eSoJePEiRPrTZ70z6fsDYz6fJDkfWznnXcOHH/ZucKzfeozTqC4dL3WrVtn1JFSA9W3n4E4A8X1/fxM2/mi9BrlHQgggAACCCCAAAJRC9R0oFg5RXXrZ3bgpFAHTkn/Yh3WqZa2UR0mxTWoxazybWZbqgOfQkOSAsWHHHJIoeIWfP2GG24IOChnaaGAecEFJ2iGzTbbLGMbFegqdsgODEVhXuy6KzGfWp9lHwe5xuMIxubbxqOPPrqosnXq1CnfYsp+LenHRlSBYuU5VRoe5TUNq3udD/r16+fobgt/Z4dlw/remPTPJ19R3adRnw+SvI89/PDDofvDsGHDslkiGSdQXBrj9OnTA/VzxRVXlLaQkLnjDBTX9/MzbeeLEF4mIYAAAggggAACCFRYoKqB4n//+9/O7bffHtsm33bbbYEfBfpRf+mll+ZdZxq+WGcH8rRd+rEyY8aMvNtW7osnnHBCwFK3UY8ePbrgIpMUKC4msF1og37//XenVatWAY8dd9wx9hQUSiNQiWHbbbfN2L5NNtmk6NVmB4aiMC965RWYUUHClVZaKcMnLFgYVzA23yZ+8MEHBculsl599dX5FlP2a0k/NqIIFH/11VdOWKtWtSg/55xznPfff9/tPLBsxAJvTMPnk38Toj4fJHkfU8tU9RmQfT5Qp4WffPKJnyWS5wSKS2NUGpDsuqlv2gmVIM5AcX0/P9N2viitRpkbAQQQQAABBBBAIA6BqgaKvdt1dbtmFLfk+oH0Y37ZZZcN/ChQftFvvvnGP2vgeRq+WL/wwguBbdMPILX8VEvqKIehQ4eGrmv//fcvajVJChRvvfXWRZW50ExXXXVVqEl9bxPNtd6FCxc6urCi/NRqFRXnoGBHixYtMrZPQfBih+zAUFTmxa6/EvOde+65GT7ZwQeNX3PNNZUoSmAdYYEqf/mURzWuC0oqTJKPjfoGipWjOvsi0SqrrOKMGDEi1uCwv5LT8PnkL28c54Mk72Nhndrp+FMw8YcffvDT1Ps5geLSCJ988snAeVsdJNZ3yA4UKz1YuUPUx0vazhfluvE+BBBAAAEEEEAAgegEEhEo1o8oBcBuueWWSIKc+jGmDsb8wRHv+fHHH19QLy1frPfYY4/QbezRo4ejfKVRDHfeeaebY9Pz8x4VSFQAuJghSYHidu3aFVPkgvOo4yK1GPU8/I+HHnqo88cffxRcRrEzfP/99872229ft65c7lHd4v7KK6/Urcvbrv79+xdbXCf7h25U5kUXoAIzqg7ydWAWdzA23ybeeuutgfrz6lGPxV7gybeOfK8l8djwylvfQHHfvn0zbJdbbjnnu+++8xZfkce0fD55GHGcD5K8j2m7wzqP1LGnVCVjxozxaOr9qPQn/mNbz3N9PtR7ZSUsoG3btoFyRfmZWEJRMmadNGlSoFwnn3xyxjyljgwePDjwHUnfzcodoj5e0na+KNeN9yGAAAIIIIAAAghEJ5CYQLH3Y2ettdZy7rvvvrJbZ3300UehnUpp+cXmkU3LF+tZs2blDFZusMEG9QpgqFXy2WefHfhRJUe1ylbLnGKHagaK5eDtW97jjz/+WGzR8843duxYZ6mllgosX+vZfPPNncmTJ+d9f6EXFexXK+KWLVtmrCNXIEA/MHv16uW89dZbhRad8/WpU6c62Z39aHu0rcUOcZoXW4ZKzLfLLrtk1Iu3f+kx7mBsvu3TeSHXfqmy6UJA3EPSjg1ve+sTKFZLe13Q9NezOgqs9JCWzyfPJa7zQVL3MW13vs/m5s2bO48//rjHU9ajPp/VOaJ/X/Se5/p8KGtFZb4pqYFibc6KK66Y4abPu3Lu0lG/DWEpuVQP2YFinTuuvPJKR52eFhqiPl7Sdr4o5MPrCCCAAAIIIIAAAvELJC5Q7P3YUU/U6gCm2Jaxak150UUXOU2aNMn4EeAtb7HFFnOeeeaZokTT9MX6yy+/DAQSvW1WXsTzzjvPKTWvrW6dVYd/3nKyHy+77LKiHL2ZqhkoVkcw2eUfMGCAV7Scj/ph9/LLLzs333xzznn0gi5qZC/fG1ew7oILLijZX/u8OtjRhQ1vWf7HXIEAf0B5yy23dIYMGVJSR1ralzbddNPAOnUsljLEbV5KWeKcN1fHVaqrSgRj822bUqD49xnv+Zprrulo367EkKRjw9ve+gSK1YrVc/QedX6t9JCmzyfZxHk+SOI+5u0PX3zxRSCFj7ff6FEXmpRTvJRB+dHVQWJYMNFbdq7Ph1LWU995kxwo3m233QLH8TbbbFNS/wLvvfde6GelVwfdu3evI9SFaa+Fueqt0BD18ZK280UhH15HAAEEEEAAAQQQiF+gqoHi7bbbLvCF3fui7T0q8Kt8bwoaf/bZZxlBt5kzZzojR450W3Vk367nvd971O2BxQ5p+2L9xhtvhOZj9rZdAcdjjjnGtVJHQGGDbC+//PK8P360vJNOOqnkQFM1A8XXXntt6D52yimnONp//MOff/7pds6n4K6Xc3DjjTf2zxL6XC2F8qUh0O3p//jHP9xW2GH+CtxNsLlPFZTWD0ylLfDqLvtR68l1q7s/UOy9T8vq06ePm9ZFnSll56/WuAIaxx57rKOLKd77vEdNe/7550O3O9fESpjnWnclp6tFWXbrNLl17Nix5GMk6nKHncNUNu2rlRyScmx421yfQLGWkd2J3corr5zzePTWGfVjWN3Wt4VqWBnffvvtwPlAFxFLHeI+HyRtH/P7FPps1vlcaYWUcznXXRv6zHjppZfcjhLDArDeudp7JFDsr4Hgc13E011Rnpf3qGCx7kjLN+izUqml8n3ea3nq2FJB/eHDh2d8RhQTKI76eEnb+SKfP68hgAACCCCAAAIIVEagqoHin376yQ3yLrroooEv7d6X97BHtdRcfPHFi3qP5lPu41KGNH6x/vrrr3OmofAbylqdMXXu3NnZbLPNnPbt2ztqeeyfJ+y5AoalOnrm1QwUq5PE7I7Z/Nun19Zff333h13Yj8diAsXazvvvvz9vgNdbp/xXWmklZ8MNN3Q22WQTR4GmYvdl5bfM11I1LFDsrdd7VF0rf7daDqt1aaF1l1PnlTL39q9qPp555pmBY6fSwdhc269j3Kt3PS6xxBJOVGlXcq0zbHoSjg2vXPUNFJ9xxhkZpnLVMayLPLrYU4khbZ9PlTgfJGkfy94H1LGuLh75j8Vcz5s2bepepOzSpYujP12wLHSOzl4WgeLsGgiO50qrpQDwfvvt56iTQF0gVcvhxx57zE0Bpe8C2dYaD7tYqOlh9VbM94moj5e0nS+CtcUUBBBAAAEEEEAAgUoLVDVQ7G3s6NGjMzrrCvsyXs60Nm3aOO+88463mqIf0/rF+pdffnFbX5djle89cnzhhReK9suesZqBYpUlX4qAfNut14r5Yedtr1qP6Yd9oWWW+roC2OpwR7e+5xvU2jusVXCp6/PmVxC03KFS5uWWL6r3KQjkb11WrWBs2PYMHDgwY1/cd999w2aryLRqHxveRtY3UKy0MDvttFOGq3e86HHZZZd185Or07tTTz3VDTDdfvvtzogRI5zXXnvNUXqXUlMBeWX3HtP4+VSJ80FS9jGvnvyPuijes2fPnPuNfx8q9rkCkbromz0/gWK/fPhz3Q0SlmYp27LQuHIRq/NkL7VEvvm1Pn1eFDNEebyk8XxRjBHzIIAAAggggAACCMQnkIhAsbd56oRLrTnCWmLk+wKe/Zputz/xxBPLbj2X9i/Wr7/+urPFFlsEfkBmOxUaV2tbpaMIS5fg1Vkxj9UOFKuMZ511VkZAr9C2e69vtdVWxWxi3Tzz5s1z8wvna8XsLbvQo1rOH3/88UX/uFQh9ENUx1CprfT9ZVFwXPtQfYdKmde3nPV9/4477lh3rClAmJRBF478dwvo9vVqDtU+NrTt9Q0Uaxl//PGHm0pGrT/9x00pz9Upns4tSoGj1rDF5uLX+tP6+VSJ80ES9jHVUa5Bx+BGG21U9n7j7WPdunVzU1Wo5as3zXskUJxLP3O6zo9HHXVUWd8LVIf+dC+5WiirTnTx8MILL3RTUWSWIP9YVMdLWs8X+XV4FQEEEEAAAQQQQCBOgUQFir0NnTp1qqMO05QzTl+yvR9AhR6VRkE/vCdPnuwtqqzHWvlirXySyqeX69bIME+1SFXuaN0+r1ZQUQxaTnbe3TvvvDOKRZe0jPfff98NzoRtt3+aLlQoL/ajjz7qKG9xOYPyH6tDuq233rqkoK0CezvvvLNz9dVXOz///HM5q3bfM2XKFDfIv/baaxd9/Kj397vuustZuHBh2evNfmMlzbPXXanxBx54oM74xRdfrNRqi1rPYYcd5pZtjTXWqHreZK/A1Tw2Lr300rq60jGv1vrlDjNmzHCOPvrojOX5zyOlPNdFIdXVN998U7A4af58qtT5oJr7WKEKVE56tTA/4IADnEJ9K/j3IfU1cMIJJziff/553SqSGihWWiN/2dXSPjs/ft1GVPmJWvpnl9dfdjKgRlQAAEAASURBVO+5+svYfffd3b4esousFBXefN6j7jRRS2OlBSt3iOJ4SfP5olw33ocAAggggAACCCBQP4FGerv9YpvYwbZmNbalsbHpKYzNr+n+2R+BxgY0zQorrGBsENTYHJHG3g5sbB7AxG5HNQumKv7www+N7WHd2Nsk3T9Z2iCosR2tGXv7qvtnA+2uo811W83ixr7ud99919iOg4ztmMbYH3HGtr41tvOZuj/b0s91iaogNlBuXn75ZWNzD9b52yCwsS0Sjf3x7+7H2pdtzmJj80Ybe3EkqlW7y1Gd2xQsZtSoUe7xo/LouNJx06lTp7o/mzbD2MBZpOv2FlZpc2+9lXjUcXTuuee69WZb4BsbIKjEaotah+2k0gwZMsTYDrOMvU26qPdUcqZqHxulbqsNdpknnnjCDBo0yNhW98a2Li51EXnntwFjc9NNN5nDDz8873xpf7GS54Mk72Pan2ynge73m+nTp9d9NuszW5/N+nywF3nMtttua+xFv0SdW9K+D/rLr3rQ9wGdL/Vng/Huy/biqbGpt4zthM7YC7jGXsj1vy3j+UMPPWQeeeQRY9NaGNvvgenXr5+xAeiMecodqeTxUm4ZeR8CCCCAAAIIIIBA7QgkPlBcO9RsCQIIIIBAGgUUSLJ3CBib99kooFfsoIsGpV6L1cUam2/X6IIVAwIIIIAAAggggAACCCCAAAKVFCBQXElt1oUAAgggkCqBadOmmf33398N3mYX3N6ObjbffHNjU8yYzp07m1VWWcX9sznK3TsGFPS1ndcZ3QXj/U2aNMltlay7DP7666/sRbrjHTp0MJ9++qlRC2MGBBBAAAEEEEAAAQQQQAABBColQKC4UtKsBwEEEEAgVQJqPWw7rgq0IlaqmtNPP90cdNBBptxUPbYzLTdgrHQlSoGTPdgOWY3NQZs9mXEEEEAAAQQQQAABBBBAAAEEYhMgUBwbLQtGAAEEEEizgO1wzNjOCjM24cgjjzQ33HBDZK19bad4pnv37m4Ocf+KFIyeMGGCfxLPEUAAAQQQQAABBBBAAAEEEIhVgEBxrLwsHAEEEEAgjQJvvvmm24mYv+wHHnigGT58eOSdiik9xXbbbWc++eQT/+rMrFmzTPPmzTOmMYIAAggggAACCCCAAAIIIIBAXAIEiuOSZbkIIIAAAqkVuOSSS0z//v3ryt+4cWPz3XffmVatWtVNi/LJ1Vdfbc4444yMRb799ttmyy23zJjGCAIIIIAAAggggAACCCCAAAJxCRAojkuW5SKAAAIIpFZg3333NQ8//HBd+ZUe4tlnn60bj/rJqFGjzCabbJKx2DvvvNMo1QUDAggggAACCCCAAAIIIIAAApUQIFBcCWXWgQACCCCQKoGNN97YfPzxx3Vl3nvvvc2IESPqxqN+8ttvvwXSTNx7771G6S4YEEAAAQQQQAABBBBAAAEEEKiEAIHiSiizDgQQQACBVAkoZ/Abb7xRV+Y2bdqYKVOm1I1H/UTr0jr9gwLVG264oX8SzxFAAAEEEEAAAQQQQAABBBCITYBAcWy0LBgBBBBAIK0ChxxyiBk2bFhG8T///HOz9tprZ0yLaqR3797mySefrFvcIossYubMmWOaNm1aN40nCCCAAAIIIIAAAggggAACCMQpQKA4Tl2WjQACCCCQSoFBgwaZY445JqPsPXv2NA899FDkwdurrrrKnHnmmRnr6tq1q3nnnXcypjGCAAIIIIAAAggggAACCCCAQJwCBIrj1GXZCCCAAAKpFJg7d65p27atmTVrVkb5t9pqK7fl7zLLLJMxvZyRefPmmdNPP93ccsstgbe//fbbZssttwxMZwICCCCAAAIIIIAAAggggAACcQkQKI5LluUigAACCKRaYPDgweaoo44KbEOHDh3M0UcfbdTB3RprrBF4vdCETz/91AwdOtTcd9995ocffgjMvt9++5kHHnggMJ0JCCCAAAIIIIAAAggggAACCMQpQKA4Tl2WjQACCCCQaoETTjghtMWvt1GdO3c2yi/cvn17s/zyy5vlllvOfWzRooWZP3++GwieNm2amT59upk8ebIZOXKkUaA419CjRw/z4IMPmqWWWirXLExHAAEEEEAAAQQQQAABBBBAIBYBAsWxsLJQBBBAAIFaEbjmmmvMWWedZRYuXBjrJiknstJQLLroorGuh4UjgAACCCCAAAIIIIAAAgggECZAoDhMhWkIIIAAAgj4BEaNGmXU6dyIESPMggULfK/U/+nGG29sBgwYYLp3717/hbEEBBBAAAEEEEAAAQQQQAABBMoUIFBcJhxvQwABBBBoeAKTJk0yN954o7n//vvN1KlTywZQmgqlrOjbt6/p1q2badSoUdnL4o0IIIAAAggggAACCCCAAAIIRCFAoDgKRZaBAAIIINDgBGbMmOHmG1bOYf0pcDx37lz3b968eaZx48amWbNmZumllzbKWdyxY0ezzjrrmHXXXddssMEGpJhocHsMG4wAAggggAACCCCAAAIIJFuAQHGy64fSIYAAAggggAACCCCAAAIIIIAAAggggAACsQsQKI6dmBUggAACCCCAAAIIIIAAAggggAACCCCAAALJFiBQnOz6oXQIIIAAAggggAACCCCAAAIIIIAAAggggEDsAgSKYydmBQgggAACCCCAAAIIIIAAAggggAACCCCAQLIFCBQnu34oHQIIIIAAAggggAACCCCAAAIIIIAAAgggELsAgeLYiVkBAggggAACCCCAAAIIIIAAAggggAACCCCQbAECxcmuH0qHAAIIIIAAAggggAACCCCAAAIIIIAAAgjELkCgOHZiVoAAAggggAACCCCAAAIIIIAAAggggAACCCRbgEBxsuuH0iGAAAIIIIAAAggggAACCCCAAAIIIIAAArELECiOnZgVIIAAAggggAACCCCAAAIIIIAAAggggAACyRYgUJzs+qF0CCCAAAIIIIAAAggggAACCCCAAAIIIIBA7AIEimMnZgUIIIAAAggggAACCCCAAAIIIIAAAggggECyBQgUJ7t+KB0CCCCAAAIIIIAAAggggAACCCCAAAIIIBC7AIHi2IlZAQIIIIAAAggggAACCCCAAAIIIIAAAgggkGwBAsXJrh9KhwACCCCAAAIIIIAAAggggAACCCCAAAIIxC5AoDh2YlaAAAIIIIAAAggggAACCCCAAAIIIIAAAggkW4BAcbLrh9IhgAACCCCAAAIIIIAAAggggAACCCCAAAKxCxAojp2YFSCAAAIIIIAAAggggAACCCCAAAIIIIAAAskWIFCc7PqhdAgggAACCCCAAAIIIIAAAggggAACCCCAQOwCBIpjJ2YFCCCAAAIIIIAAAggggAACCCCAAAIIIIBAsgUIFCe7figdAggggAACCCCAAAIIIIAAAggggAACCCAQuwCB4tiJWQECCCCAAAIIIIAAAggggAACCCCAAAIIIJBsAQLFya4fSocAAggggAACCCCAAAIIIIAAAggggAACCMQuQKA4dmJWgAACCCCAAAIIIIAAAggggAACCCCAAAIIJFuAQHGy64fSIYAAAggggAACCCCAAAIIIIAAAggggAACsQsQKI6dmBUggAACCCCAAAIIIIAAAggggAACCCCAAALJFiBQnOz6oXQIIIAAAggggAACCCCAAAIIIIAAAggggEDsAgSKYydmBQgggAACCCCAAAIIIIAAAggggAACCCCAQLIFCBQnu34oHQIIIIAAAggggAACCCCAAAIIIIAAAgggELsAgeLYiVkBAggggAACCCCAAAIIIIAAAggggAACCCCQbAECxcmuH0qHAAIIIIAAAggggAACCCCAAAIIIIAAAgjELkCgOHZiVoAAAggggAACCCCAAAIIIIAAAggggAACCCRbgEBxsuuH0iGAAAIIIIAAAggggAACCCCAAAIIIIAAArELECiOnZgVIIAAAggggAACCCCAAAIIIIAAAggggAACyRYgUJzs+qF0CCCAAAIIIIAAAggggAACCCCAAAIIIIBA7AIEimMnZgUIIIAAAggggAACCCCAAAIIIIAAAggggECyBQgUJ7t+KB0CCCCAAAIIIIAAAggggAACCCCAAAIIIBC7AIHi2IlZAQIIIIAAAggggAACCCCAAAIIIIAAAgggkGwBAsXJrh9KhwACCCCAAAIIIIAAAggggAACCCCAAAIIxC5AoDh2YlaAAAIIIIAAAggggAACCCCAAAIIIIAAAggkW4BAcbLrh9IhgAACCCCAAAIIIIAAAggggAACCCCAAAKxCxAojp2YFSCAAAIIIIAAAggggAACCCCAAAIIIIAAAskWIFCc7PqhdAgggAACCCCAAAIIIIAAAggggAACCCCAQOwCBIpjJ2YFCCCAAAIIIIAAAggggAACCCCAAAIIIIBAsgUIFCe7figdAggggAACCCCAAAIIIIAAAggggAACCCAQuwCB4tiJWQECCCCAAAIIIIAAAggggAACCCCAAAIIIJBsAQLFya4fSocAAggggAACCCCAAAIIIIAAAggggAACCMQuQKA4dmJWgAACCCCAAAIIIIAAAggggAACCCCAAAIIJFuAQHGy64fSIYAAAggggAACCCCAAAIIIIAAAggggAACsQsQKI6dmBUggAACCCCAAAIIIIAAAggggAACCCCAAALJFiBQnOz6oXQIIIAAAggggAACCCCAAAIIIIAAAggggEDsAgSKYydmBQgggAACCCCAAAIIIIAAAggggAACCCCAQLIFCBQnu34oHQIIIIAAAggggAACCCCAAAIIIIAAAgggELsAgeLYiVkBAggggAACCCCAAAIIIIAAAggggAACCCCQbAECxcmuH0qHAAIIIIAAAggggAACCCCAAAIIIIAAAgjELkCgOHZiVoAAAggggAACCCCAAAIIIIAAAggggAACCCRbgEBxsuuH0iGAAAIIIIAAAggggAACCCCAAAIIIIAAArELECiOnZgVIIAAAggggAACCCCAAAIIIIAAAggggAACyRYgUJzs+qF0CCCAAAIIIIAAAggggAACCCCAAAIIIIBA7AIEimMnZgUIIIAAAggggAACCCCAAAIIIIAAAggggECyBQgUJ7t+KB0CCCCAAAIIIIAAAggggAACCCCAAAIIIBC7AIHi2IlZAQIIIIAAAggggAACCCCAAAIIIIAAAgggkGwBAsXJrh9KhwACCCCAAAIIIIAAAggggAACCCCAAAIIxC5AoDh2YlaAAAIIIIAAAggggAACCCCAAAIIIIAAAggkW4BAcbLrh9IhgAACCCCAAAIIIIAAAggggAACCCCAAAKxCxAojp2YFSCAAAIIIIAAAggggAACCCCAAAIIIIAAAskWIFCc7PqhdAgggAACCCCAAAIIIIAAAggggAACCCCAQOwCBIpjJ2YFCCCAAAIIIIAAAggggAACCCCAAAIIIIBAsgUIFCe7figdAggggAACCCCAAAIIIIAAAggggAACCCAQuwCB4tiJWQECCCCAAAIIIIAAAggggAACCCCAAAIIIJBsAQLFya4fSocAAggggAACCCCAAAIIIIAAAggggAACCMQuQKA4dmJWgAACCCCAAAIIIIAAAggggAACCCCAAAIIJFuAQHGy64fSIYAAAggggAACCCCAAAIIIIAAAggggAACsQsQKI6dmBUggAACCCCAAAIIIIAAAggggAACCCCAAALJFiBQnOz6oXQIIIAAAggggAACCCCAAAIIIIAAAggggEDsAgSKYydmBQgggAACCCCAAAIIIIAAAggggAACCCCAQLIFCBQnu34oHQIIIIAAAggggAACCCCAAAIIIIAAAgggELsAgeLYiVkBAggggAACCCCAAAIIIIAAAggggAACCCCQbAECxcmuH0qHAAIIIIAAAggggAACCCCAAAIIIIAAAgjELkCgOHZiVoAAAggggAACCCCAAAIIIIAAAggggAACCCRbgEBxsuuH0iGAAAIIIIAAAggggAACCKRUwHEc8/fff7ul13P/0KhRI6O/RRZZxD+Z5wgggAACCFRNgEBx1ehZMQIIIIAAAggggAACCCCAQC0K/PXXX+bPP/90//R84cKFbsDYCxYrQLzYYou5f4svvrhp3Lix+0fQuBb3BrYJAQQQSI8AgeL01BUlRQABBBBAAAEEEEAAAQQQqLDAnDlzzOzZs83cuXONnuvx999/r/ubN2+e+eOPP9w/BYfnz5/v/ilAvGDBAvdPrYoVJPYHihUUXnTRRd0/BYu9gPESSyxhmjRp4gaOmzZtavS35JJLun9LLbWU0V+zZs3cv+bNmxvNz4AAAggggEAUAgSKo1BkGQgggAACCCCAAAIIIIAAAqkU8AdxvWCuHhUM/vnnn83UqVPNtGnTzA8//GB+/PFHM3PmTPdPr/3yyy9m1qxZ5rfffnODyQoU13dQa2MFghUE1l/Lli3dv2WXXdYsv/zyZsUVVzStWrVy/9q2beuOax4FjFVuL52FHr2/+paJ9yOAAAIINAwBAsUNo57ZSgQQQAABBBBAAAEEEEAAgRABBYAVDPb+FBTWcwWFFQxWC2KvFbFaD+tPAWEFZZUyQgFa/XmtgtUaWON6TdOUYkIth9WCWIFbLxitALVSUqjlsdcKWS2T9VzTvOlal557LY691sXeo4LJCiAreKzAcevWrd0/PV9llVXc1skhm80kBBBAAAEEAgIEigMkTEAAAQQQQAABBBBAAAEEEKg1AQVbvZQRXqoIBYm/+eYbM3HiRPPdd9+ZSZMmuUFitRpWmgmljlDg1x/89YLASgGhlrwtWrRwW/6qFbCmKVWEN78XQPYHiuWqILH+tHx/QFjlUhm1bq+V8q+//uq2VvYC1F5QWQFkTVOwWUFplUPB4nbt2plVV13VrLbaaqZDhw5m9dVXd1soax5/GgsFrRkQQAABBBDwCxAo9mvwHAEEEEAAAQQQQAABBBBAoCYFFAgePXq0+eKLL8y4cePMmDFj3KCwArNeS14FXRXUVbDVa5mrx5VWWskNwirtg1rvLrfccm7wVcFWtRT2/3nTvECsHr3nfli1LNbgtTD2Hr0gsveo6QomK2CsFs5q6ay/6dOnuykx1AJaf1OmTHFf1zK91scKWKvFcceOHc26665rOnXqZNZbbz2zzjrruIFlzcuAAAIIIICAJ0Cg2JPgEQEEEEAAAQQQQAABBBBAoCYE1OrWSx+hRwWJJ0yY4LYc/vbbb93AqlrtKi2Ecv96+X/1uMIKK7hBYj0qKKxpyyyzTEbrYQWGqzGoFbFyIito7AWOf/rpJzdnsoLHaiHtz6Gs55rf2061Mm7fvr3xHldeeWU3AK5AuLaXAQEEEECgYQsQKG7Y9c/WI4AAAggggAACCCCAAAI1JaBWwWox/O6775oPPvjAfPLJJ+azzz5zWw17G6qWtmuvvbbbwnattdZyW9wqTYOeK51Emgel0fjqq6/clBpff/2124Ja268Wx/5BraY7d+5sNt54Y7P55pubzTbbzA2MVysI7i8bzxFAAAEEqiNAoLg67qwVAQQQQAABBBBAAAEEEEAgIgG1nFVwWAFRpZQYP368mTx5svn+++/dPL5qFazWs0rBoICwOnlTK1q1GPbyDOtROYbTPihlhVobey2Pf/nlFzNjxgw3UKxW1crJ7LWqVsoNpdNo06aNm25DwfMNNtjATU+hVsfqMI8BAQQQQKDhCBAobjh1zZYigAACCCCAAAIIIIAAAjUhoFbDXsdvCgh//vnn5j//+Y95//333RbESj2hzuXUeVvbtm1Nly5dzPrrr+/m5lUrWgVHG+IgJwXS9Thq1Cj3UYHk2bNnux3rKXi+6aabmi222MJtabzmmmu6+ZjVEZ5aYTMggAACCNS2AIHi2q5ftg4BBBBAAAEEEEAAAQQQqDkB5eL9+OOPzZtvvukGiMeOHWuUq1dpExQEVmdtCg7rb4011nA7dFPrWAU79agO6xrioBzH8+bNc/8UaFdLYwWMP/zwQ/dRLY3VEllGq666qtlkk01M165d3T91hrfEEks0RDa2GQEEEGgwAgSKG0xVs6EIIIAAAggggAACCCCAQHoFfv/9d7ezNgUzFdxU/uGPPvrIqBM3DWo5rNQSXsvhTp06GQU31aqYIbeAWmQrbccXX3zhpu5Q0F0pKtTKWIFhBdrVwlgtjeUp5+WWW87tIC/3UnkFAQQQQCCNAgSK01hrlBkBBBBAAAEEEEAAAQQQaEACc+fOdQOZL730knnxxRfdQLFSJmhQeoRtt93W7LDDDm66BOXWVcth5ept1KiR+9eAqEreVMdx6t6jVtnqCO+tt94yr732mvunFshyVG5nBYx79uzpdn4nZwYEEEAAgdoSIFBcW/XJ1iCAAAIIIIAAAggggAACNSOgVsRqPfzuu++ad955x003MX36dLPMMsu4LV033nhjo5zD6oRNqRJatWpFS9d61v6cOXPcju++/vprN5/xp59+6rY0njhxolFQWWk91Lp4q622cgPGanHMgAACCCBQGwIEimujHtkKBBBAAAEEEEAAAQQQQKAmBBSMVP7cX3/91e1s7bHHHjOvvvqq+1wbqNQHO+64o9l1113N9ttvb9q1a1cT253Ejfjrr7+MAsXPP/+8efbZZ91cxspz3LJlSzd/cY8ePdy6WHnllU2LFi0abO7nJNYdZUIAAQTKESBQXI4a70EAAQQQQAABBBBAAAEEEIhF4LfffnNbD48cOdK8/vrrRjmJ1fmcUh9st912ZptttjHKP9ymTRu3k7rFFlsslnKw0P8KKPXEzJkzzaRJk9ygsZf6Y8qUKWbppZd2c0LvtddebuBeOYwZEEAAAQTSK0CgOL11R8kRQAABBBBAAAEEEEAAgZoRmD9/vlHHau+9957bglUByalTp5qVVlrJbLTRRm7rYQWKN9xwQ9O4ceOa2e40bYg6DnzzzTfdAP4bb7xh1PHdggULTNeuXc0uu+ziBosVxFdndwwIIIAAAukTIFCcvjqjxAgggAACCCCAAAIIIIBAzQmMGzfODB061A0Sf/bZZ24rYrVQ3Xfffd30Bnq+1FJLuXly1bkaQ+UFlBZEfwrgK3f0448/7nYuqNbFyhutzu72228/06tXL3e88iVkjQgggAAC9REgUFwfPd6LAAIIIIAAAggggAACCCBQtoCCjgoyvv322+bll192g44///yz2yndDjvsYPSnzurat29vmjZtWvZ6eGP0AjNmzDBfffWV+eCDD8wzzzxjRo8ebdQR3vrrr++2LN55553NBhts4KYHiX7tLBEBBBBAIA4BAsVxqLJMBBBAAAEEEEAAAQQQQACBvAJ///23mThxohskHjJkiJvSYOHChW6gcY899jD9+vUza621Vt5l8GL1BVSP6nDwkUcecQPGs2bNcju7O/jgg82ee+7pdnqnju4YEEAAAQSSL0CgOPl1RAkRQAABBBBAAAEEEEAAgdQLqPWwlzJCeW0//vhj8+ijj7pBxi+//NLtGK13795ua9Qtt9zSrLbaaoaO6tJR7b/++qsZM2aMee2114w6IVQr4+bNm7u5iw888EC3ZfjKK6/sbox/P0jH1lFKBBBAoOEIEChuOHXNliKAAAIIIIAAAggggAACVReYN2+e+fTTT80TTzzh/ik38YorrujmIVYrYnWMtuyyy7rlJKhY9erKW4Ds+vn666/Nk08+6Qb/1SmhAv1KQaEW4t27dzdt2rSpu1iQd8G8iAACCCBQFQECxVVhZ6UIIIAAAggggAACCCCAQMMTUGDxxRdfdNMUjBgxwihNQceOHc2RRx5pevToYdTqtFmzZg0Ppka2WKlD1Lr4888/N3fccYfbMaFyTm+00UZup4R9+/Z1W4rXyOayGQgggEDNCRAorrkqZYMQQAABBBBAAAEEEEAAgeQJKCj80UcfmWHDhrkpCqZPn2423XRTs88++7jpJjp16pS8QlOisgTUavw///mPeeqpp4wuCCh4rHzT+++/v3tBgNzTZbHyJgQQQCB2AQLFsROzAgQQQAABBBBAAAEEEEAAAbUkfvDBB83jjz9ufvvtN6M8xIcffrg56KCDzKKLLgpQDQpMmjTJXH/99W7e4vHjx7sd2/Xp08et99atW9fgFrNJCCCAQLoFCBSnu/4oPQIIIIAAAggggAACCCCQaIG5c+e6rUvVkvjZZ5818+fPd4PEJ5xwgtliiy3q8hEneiMoXFkCSjWivMUPP/ywuffee83kyZPNqquu6gaKd999d0Mr8rJYeRMCCCAQmwCB4thoWTACCCCAAAIIIIAAAggg0LAF/v77b6NOze655x7zzDPPmKlTp7qdm6kVsTquY6hdAX9Hd1988YWbckQtyr///nuz2WabuSlHDjzwQLPCCivULgJbhgACCKRMgEBxyiqM4iKAAAIIIIAAAggggAACaRBYsGCB+fTTT81DDz1kBg8ebJS3VjmJzznnHDdYTLqJNNRidGVUTuqbb77ZTT8yceJE06VLF3PssceanXbaybRt2za6FbEkBBBAAIGyBQgUl03HGxFAAAEEEEAAAQQQQAABBHIJfPvtt2bIkCFuTuKxY8earbfe2hx66KGmb9++pkWLFu7b/K1Ocy2H6ekW8NfxqFGj3M7tvAsH22yzjTnssMPcDu6WXHLJdG8opUcAAQRqQIBAcQ1UIpuAAAIIIIAAAggggAACCCRJQK1HX331VXP++ecbBYw7duxo/vWvf5mjjjrKLL744kkqKmWpsMCECRPMBRdcYJ588kkze/ZsN1B8zDHHmM6dO5ulllqqwqVhdQgggAACfgECxX4NniOAAAIIIIAAAggggAACCNRb4PHHH3fTTTz11FNuZ3WnnHKK6dOnj1l33XXrvWwWkG4BdWb48ssvu63NR4wYYdq0aePmKz755JPN6quvnu6No/QIIIBAygUIFKe8Aik+AggggAACCCCAAAIIIJAkgZkzZ5pLLrnEDQQqL3GvXr3MZZddZjp16mQWW2yxJBWVslRJ4M8//zQPPPCAGTBggPn6669Nhw4dzJVXXmm6d+9uSEFRpUphtQgggIAVIFDMboAAAggggAACCCCAAAIIIBCJgDopGzlypBk0aJAZN26c6dmzp9l3331N7969TbNmzSJZBwupDQHtH2p5ftddd5nx48e7+8kBBxzg7iu1sYVsBQIIIJA+AQLF6aszSowAAggggAACCCCAAAIIJE5AnZYp7+wNN9xgPvzwQ7P88subs846y+2orG3btokrLwWqrsAff/xhvvzyS3Pttde6AeOWLVuaPffc05xxxhmmXbt21S0ca0cAAQQaqACB4gZa8Ww2AggggAACCCCAAAIIIBCVwF9//WW+//57c+edd5qrrrrKLLPMMm5r4rPPPtusueaaUa2G5dSYgC4uDB8+3Nx9993m9ddfdzu069+/v+natatZccUVa2xr2RwEEEAg+QIEipNfR5QQAQQQQAABBBBAAAEEEEi0wOzZs82jjz7qdmD31ltvmV122cUce+yxZtdddyXlRKJrrvqF++abb9x0JRdffLFRK+PDDz/cHHrooW6wuPqlowQIIIBAwxIgUNyw6putRQABBBBAAAEEEEAAAQQiF1CO2Ysuusg888wzZu7cueacc84x//znP92WxYssskjk62OBtSXw8ccfuxcW3n//fbPWWmuZU0891RxzzDG1tZFsDQIIIJACAQLFKagkiogAAggggAACCCCAAAIIJFFAqQPmzJljXnnlFTcf8ZQpU9yWoCeeeKLp1atXEoucmDLJrlGjRokpTzUL8uOPP5obb7zRbZX+7bffui2KTznlFNO+fXvTpEmTahaNdSOAAAINSoBAcYOqbjYWAQQQQAABBBBAAAEEEIhOQMHOTz75xA3wXXnllaZVq1ZGQWJ1StaxY8foVpTyJSmH88yZM83EiRPd3LsdOnRI+RZFW/w///zTvP3222bo0KHmnnvuMZtttpk57rjjzG677ebuU9GujaUhgAACCOQSIFCcS4bpCCCAAAIIIIAAAggggAACeQX+/vtvtzOyYcOGmZdeeslsv/325uqrrzbrrLOOadq0ad73NpQXZaQg8fPPP28GDhxoevToYS688MKGsvlFbacuOPz+++9up3Ynn3yyWXrppc3ee+/tpqDQvsSAAAIIIFAZAQLFlXFmLQgggAACCCCAAAIIIIBAzQnMmzfPnHfeeUaB4gULFph+/fqZSy+91LRs2bLmtrXcDZLLm2++aR588EEzZMgQ06dPH3PVVVeZtm3bGvI3Z6q++OKL5swzzzRffvml2yJdFx3UMSIDAggggEBlBAgUV8aZtSCAAAIIIIAAAggggAACNScwefJkc9RRR7mtZTfffHNzxBFH0AlZVi2rc79bbrnF3HfffW6aju22286cdNJJZuutt3bTUGTN3qBHP//8c3Prrbeahx56yMyePdtcf/315oADDjDNmjUjqN6g9ww2HgEEKiVAoLhS0qwHAQQQQAABBBBAAAEEEKghAaVTeO+998wFF1xgxowZYw4//HCz3377mR133LGGtrL+mzJ9+nSjdAoKfmpYddVVTbdu3cwJJ5xgOnfuXP8V1NASpk2bZp577jk3WPzRRx+5bgceeKDrtMQSS9TQlrIpCCCAQDIFCBQns14oFQIIIIAAAggggAACCCCQaAG1/hw5cqTbWlatZi+55BI3/+5qq62W6HJXsnB//PGHUcBTHfx9/PHH7qobN25s1lxzTTNgwADTq1evShYn8etSKhOlnZDNiBEj3P1JLYr32msvs+SSSya+/BQQAQQQSLsAgeK01yDlRwABBBBAAAEEEEAAAQSqIKC8u4MHD3Zbyi633HLmnnvucTuza9SoURVKk8xVjh071jz55JPmtttuM999911dIRX0vOyyy8yhhx7q5nMmV3EdjVm4cKE544wzzHXXXWfWXnttN/WEWmQ3b978fzPxDAEEEEAgFgECxbGwslAEEEAAAQQQQAABBBBAoLYFHn/8cbdTtlGjRpn111/f3H333Wadddap7Y0ucesefvhhN5j+66+/mhkzZphvv/22bgnK56y0Cl27dqW1bJ3Kf5+os78rrrjCOI5j9thjD3PttdfSQWKWEaMIIIBAHAIEiuNQZZkIIIAAAggggAACCCCAQI0L3HXXXW5+YqVXUF7iq6++2qyyyio1vtWlbV7//v3NzTffbPbee2+jlBNqdT1r1iy3Y7YNN9zQ9O7d2xx33HF0apfFOnToUNftk08+Mer8Tx0BrrDCCllzMYoAAgggELUAgeKoRVkeAggggAACCCCAAAIIINAABK655hpz7rnnmtatW5s+ffqYM88806y00koNYMsLb+Kff/5pJk6caM477zzz6KOPmoEDB5q11lrLfXz33XfNDz/84C5kl112MTfeeKPp1KlT4YU2oDmUrmPIkCHm6aefdjuyGz58OEYNqP7ZVAQQqJ4AgeLq2bNmBBBAAAEEEEAAAQQQQCCVAmpFrA7HlGe3c+fObgoFpVKg1ed/q3PatGnmueeeM3feeacZP368UaBzs802cx+VjuK1115zZ1x11VXd4LFaZNNZ2/8OhTfeeMM88MADbgtstVK/4447zKabbuq2yv7fXDxDAAEEEIhagEBx1KIsDwEEEEAAAQQQQAABBBCoYYEFCxaY6dOnu6kmbrjhBrPtttuagw8+2E2vsMwyy9Twlhe/aUqZoBy7alW8+uqrm7PPPtvN4zxmzBhz0003uYFPLa1Vq1bmyCOPdPPwKpDM8F8B5b1+4okn3PQTLVu2NGq9vvXWWxt1msiAAAIIIBCfAIHi+GxZMgIIIIAAAggggAACCCBQcwJqTaxO2a6//nozaNAg06NHD3PIIYeYbt26mRYtWtTc9pazQero77TTTjOrrbaa29paRkrLoZQUSjVx6aWXmt9++800bdrUKFfxoYceav7xj3+Us6qafM8XX3xhnn32WbezxMUXX9xtub7DDjuYdu3a1eT2slEIIIBAUgQIFCelJigHAggggAACCCCAAAIIIJACgd9//918/vnnbsBz2LBhZp999jGHHXaY27J46aWXTsEWxFfEhQsXmpkzZxp1xqb8xOrE7qKLLjLt27evS5vwyCOPmCuvvNKMHTvWzJ071y2MgsTXXnst6Sf+r2p0IeKll15yA8QyvfDCC43yOat1NgMCCCCAQHwCBIrjs2XJCCCAAAIIIIAAAggggEDNCcyZM8eMHj3aza17//33mwMOOMAcfvjhpmvXrqZZs2Y1t72lbJBaW7/yyitmxIgR5plnnjHHHnus6d+/v2nUqFHdYj777DPz4IMPGuUq/uqrr9zpu+22mzvfeuutZ5Zaaqm6eRvqk0mTJplXX33VDbLL9JxzzjHdu3c3a665ZkMlYbsRQACBiggQKK4IMytBAAEEEEAAAQQQQAABBGpDQIFi5eC9+eab3Q7HDjroIDdQvMUWWzT4IOfPP//s5tNVZ3WO45ijjz7atVHNq2XsIossYn744Qfz/vvvu62K3377bXen2GCDDUy/fv1M7969CYZakcmTJ7uBYgXZ1YJdOZ4VKO7UqZPrxT8EEEAAgXgECBTH48pSEUAAAQQQQAABBBBAAIGaFKBFce5qnTBhgptvWDl2FdhUbuItt9zSDRqrE0C1LNbflClT3BbEL7/8srswddi20UYbuS1nlWKhoQ9qUayW2RdffLGhRXFD3xvYfgQQqKQAgeJKarMuBBBAAAEEEEAAAQQQQCDlAl6O4ptuusncc889bh5e5SjebrvtTEPOUax8w2+++aY55phjzPfff2+22mors9Zaa5nWrVu7geK///7brfkmTZqYefPmuekpxo8fX7c3LL/88m4nd3q/Wh435EE5il988UUzYMAAtyU2OYob8t7AtiOAQCUFCBRXUpt1IYAAAggggAACCCCAAAIpF/jzzz+NAnnXXXedGTRokNl9993dVrTdunUzLVq0SPnWlV/8Dz/80IwcOdIMHjzYTJ06teQFqaXxKaecYo488kjToUMHo4ByQx3GjRtn/j97ZwJv5bT+8adS0jwYUijRKBVKJU1USnQlqWTMVVwyc3G7xotQCQ3KmFmhKFcSJWUMSZqkkjSgRIaI9n99n///Pf/dcapzOtMefuvz2Wfvs/f7rnet7/u+a3/2bz3r97zyyis2ePBgK168uCe1a9eune23337pikT9FgEREIECISChuEAw6yAiIAIiIAIiIAIiIAIiIAIikBoEsFD45ptv7K677rJhw4ZZ69at7YwzzvDI4ooVK6ZGJ3ehFwjETzzxhBFZTBRx48aNXeREWI8vCML4FxM1jOA+YcIE34dtjj32WOvRo4edcsopVrly5fjd0ur1Rx99ZBMnTrSRI0cathxDhgyxo48+Oq2ZpNUFoM6KgAgUGgEJxYWGXgcWAREQAREQAREQAREQAREQgeQkgP3EoEGD3CqBRGy9e/e2vn372l577ZWcHcplq3///Xe78sor7amnnrITTjjBTj31VI+03lm106dPt/79+9vnn3/umyIwIxZjtVCrVq2d7Z6yn8+cOdMTJWJtcsABB9jo0aPtyCOPtN133z1l+6yOiYAIiEAiEJBQnAhnQW0QAREQAREQAREQAREQAREQgSQjMHToUE++hrh58skn21VXXeWRtEnWjVw3F9Ecq4Rrr73WEDgR0BGKq1atutO6lyxZYtdcc40hGG/cuNG3b9CggeH/3LZt253un6obTJ482S08iCpmIuK5556zgw8+OFW7q36JgAiIQMIQkFCcMKdCDREBERABERABERABERABERCB5CHwyCOP2L/+9S9PzNa+fXtDON5///2TpwN51FLsI1544QUbO3asi71jxoyxzp07Z6t2LDwefvhhe/HFF+3dd9/1fSpVqmQ33nijde3a1aNpsapIt0IkMWI5FhQI5k8//bTtvffe6YZB/RUBERCBAicgobjAkeuAIiACIiACIiACIiACIiACIpD8BIj2xKf4gw8+sIYNG9q4ceOsZs2ayd+xHPZgxowZdvPNN9uKFSusXr16dvvttzuP7FSDn/GHH35oCKMIxngXly1b1jp16uRexURqFytWLDtVpdQ2eBLfeeedtnXrVhfMSWqXzv7XKXVy1RkREIGEJiChOKFPjxonAiIgAiIgAiIgAiIgAiIgAolJAJsFErgRTbvnnnu60En0ZzpFwH777bceSYyoWapUKY8kvuGGG6xKlSrZPmmbNm2yESNG2HXXXedC8W677eZez7169XKvYpK5pVP56aefvN/Dhw+3OnXquI3HpZde6gJ6OnFQX0VABESgMAhIKC4M6jqmCIiACIiACIiACIiACIiACCQ5gQULFrhlwv33329ExmKX0KVLFzvwwAOTvGfZa/66devs9ddft2effdZeeuklq1atmp144ok2YMAAq1+//k4rIXr4jz/+cOuOUaNGuVdx/E4tW7a0W2+91T16y5UrZ0WLFo3/OCVf4/eMbzP9xpf4+OOPt9NOO826devmQnxKdlqdEgEREIEEIiChOIFOhpoiAiIgAiIgAiIgAiIgAiIgAslC4LvvvrP33nvPBg4caPPnz7dzzz3Xoz+POeaYZOnCLrUTgXfKlCk2adIkw3aCRHZRwV+4WbNmdsIJJzgLIq2zKlgqfPrpp+5L/Pbbb9tbb71ly5cv/8umRNTid4xg2rRpU0v16OI1a9bY1KlTPcJ6zpw5dskll7hQTEK7EiVK/IWP3hABERABEchbAhKK85anahMBERABERABERABERABERCBtCCA2Ekit8svv9xeeeUVa9KkiZ111ll2/vnnp3T/EYrHjx/vQvFnn31mRMGWKVPGfv/9d4/6LV++vB177LHWv39/22effbJkATuE0DfffNOmT59uCKR4EVM31h08iNLevHmzJ3MjsV2rVq2scuXKWdaXKm8SpT5y5EjD/5r+4/d86qmnukCeDhHVqXIe1Q8REIHkJSChOHnPnVouAiIgAiIgAiIgAiIgAiIgAoVK4Ndff3XLCZKx/fDDD9a3b1+79957U94mAV9hhMzffvvNxV1ETEReCq/xKyb6d0eJ6BCB4YfQjAVFZm9nxGTqpK7SpUvbHnvsscP6CvVCyKODz5492y6++GJDMK5du7YNGzbM2rVrl0e1qxoREAEREIGdEZBQvDNC+lwEREAEREAEREAEREAEREAERGC7BBCJeeDX2759exs8eLDVrVvXdt999+3uk6wfRBG/ydr+RG03ojiC+ZNPPulezcWLF3e7jX/+859Wr169RG222iUCIiACKUdAQnHKnVJ1SAREQAREQAREQAREQAREQAQKhgAC30cffeRWAUQS77333tavXz/DKgGxWEUEskMAkZhoYoTixx9/3H2e8bzGm3nffffNThXaRgREQAREIA8ISCjOA4iqQgREQAREQAREQAREQAREQATSmcAbb7zhlgF4Fh955JF27bXX2nHHHZfOSNT3HBBAKB40aJA9/fTTtnTpUve55hqqWrWq7bbbbjmoSZuKgAiIgAjkhoCE4tzQ074iIAIiIAIiIAIiIAIiIAIikGYE/vzzT/fWjTx2sWP44IMP7Oabb7Z58+Z5YjdeX3jhhVaiRIk0o6Pu7gqBRYsW2SWXXOKJ/apUqWLXXXddyidF3BVO2kcEREAE8puAhOL8Jqz6RUAEREAEREAEREAEREAERCCFCKxZs8Y++eQTF4U/++wzW7Jkia1YscLWrl2b0ctu3bpZnz59rEOHDlauXLmM9/VCBDITQCSePHmyDR061Jh86Nmzp5122mnWqlWrzJvqfxEQAREQgXwmIKE4nwGrehEQAREQAREQAREQAREQARFIVgI//fSTffPNN7Z+/Xr79ttvDZEYUXjx4sWGzcTq1avt559/tlKlSlnNmjWN7fm8UqVKdvTRR9sVV1xhjRs3Ttbuq935TOD333+3sWPHejJEotK5VgYOHGjNmze3PffcM5+PrupFQAREQAQyE5BQnJmI/hcBERABERABERABERABERABEXBx+PPPP7f333/fE9Z9+umn9sUXX9gPP/zgdLCV2GuvvezQQw+1pk2b2lFHHeXi8bhx4+ztt9+2ChUq2G233WYnnniib1e0aFFRFYEMAlu2bPFJBYRhrpnKlSvbGWecYf/5z3+sdOnSGdvphQiIgAiIQMERkFBccKx1JBEQAREQAREQAREQAREQARFISAJEdn799dcu3C1fvtx4fPXVV/5YtWqVbdy40fAmLl++vCcYO/jgg61GjRpWvXp1w1OWpGMHHHCARxxPmzbN7rnnHheVO3fubOecc4716NEjIfutRhUsAfysixQp4gf98ssv7cknn7SRI0f6tXfqqafamWeeaV26dCnYRuloIiACIiACGQQkFGeg0AsREAEREAEREAEREAEREAERSH0CCL5EcyIO8/rHH390gXjhwoUZ3sNLly61DRs2+OdEdxI5fOCBB1qjRo3cHoBnxOLMkZ/UhyXFLbfcYk899ZRbUiAA8v++++6b+nDVw2wTeOGFF+z222+3uXPnWrVq1ezGG290kZjIYkWfZxujNhQBERCBPCUgoThPcaoyERABERABERABERABERABEUhsAuvWrXOPYRLRYSdBMjq8hvEg3rRpk2EpgT8sQnC9evWsQYMGLhITOVymTBkXh3neY489suwoAvTEiRPdTuDll1+2vffe284991yPKqY+SnxkaZaV6M2UJfDbb7/ZlClTPJqY64TI9K5du/o1El0fKdt5dUwEREAEEpyAhOIEP0FqngiIgAiIgAiIgAiIgAiIgAjkhgCewojARAgjCBMtvGjRIheISTyHrUTx4sWtbNmyts8++9j+++9vBx10kNWtW9cftWrVynFiMWwspk+fbkOHDjV8jhGdzzrrLOvdu7cfIzf90b7JS4BJhI8++sjtJrg+uDZ79uzplhP4XJcsWTJ5O6eWi4AIiEAKEJBQnAInUV0QAREQAREQAREQAREQAREQgawIIA6ztH/mzJk2a9YsW7BggX3//fe2efNm3xxv4dq1a7ulxOGHH26HHXaYW0QQMczy//hHVvXv6D0il0eNGmVYDMyfP99atmxpffr0sW7dukks3hG4FP7snXfesQkTJtjDDz/s12Dr1q3twgsvlC9xCp9zdU0ERCC5CEgoTq7zpdaKgAiIgAiIgAiIgAiIgAiIwHYJ/Pzzz+43jE/wF1984Q+sJfifaGIsH0g6V7NmTSNSmGR0/I9H7H777efPeekPi73Fc889Z2PGjLFffvnFGjZs6BYDHTp0kGfxds9i6n1AJDGTFI899phhR0IiuxYtWrhI3LZt24yIdVmSpN65V49EQASSi4CE4uQ6X2qtCIiACIiACIiACIiACIiACDgBRLWtW7faH3/84Q+EWMS49957z6OH582bZytXrnRxGD9hvILr1Knjkb1HH320EUFcoUKFfKeJWDx48GAXCIlwPvHEE+2UU06x448/3ipWrJjvx9cBCp/AJ598YpMmTbJHH33UJy9Ihti3b18bMGCAFSlSpPAbqBaIgAiIgAg4AQnFuhBEQAREQAREQAREQAREQAREIAkJIBIvX77crSU+/vhjQ4xDGP7mm2/su+++s913390jhw899FBr3Lix+w3jP1y+fHmrVKmSPxdEt4kmXbhwoY0ePdoT3JHMDJH6nHPOsfbt23skM+1QNGlBnI38P0b8efzzzz/tww8/9PM+fvx4j2rH6uSyyy6zjh07ejR7/rdIRxABERABEcguAQnF2SWl7URABERABERABERABERABESgEAkgwJF4jgRg+AyzfB8B9oMPPnAPYBLTFStWzCpXruzRwySkQyDGdxixGJG4MMu0adPcemDy5MmGeNyuXTs76aSTrHPnzm5DocjSwjw7eX9sfLCJasejmmhiot0bNGjgHtX9+vXLmCDI+yOrRhEQAREQgV0lIKF4V8lpPxEQAREQAREQAREQAREQAREoQALr1683koHNnj3b7SWWLl1qJIxDdMVaAt/hI444wpo3b25HHnmkR2sSVVyiRAnbbbfd/FGAzf3LobDIWLRokQ0dOtRtKOgP7e3Ro4f16tVLwuFfiCX3G6+//rr7U+NRzcRG3bp13ZOYZIZ77rlnoV+PyU1XrRcBERCB/CEgoTh/uKpWERABERABERABERABERABEcgVAcS1r7/+2iOHiR5GGCaCmOc1a9ZYyZIlrUqVKkbkMI+DDz7YH7xGNE7ECF3sMmbOnGkvvviiPf/88/bjjz96m08++WQ77rjjPNld8eLFc8VNOxcuAaxPmNBAIJ41a5ZboRDV3rNnT/el5vpUEQEREAERSEwCEooT87yoVSIgAiIgAiIgAiIgAiIgAmlGIEpOR7fxGGbZPonpEN0++ugjW7t2rRMpXbq0WzU0adLESErXunVrF1uJKk6Wgth93333eWTxsmXL7MADD7ROnTpZ//79PfKUCOiiRYsmS3fUzkCA6xe7iYkTJ7rFCCIxUeTNmjWzM888004//XSPbhcsERABERCBxCUgoThxz41aJgIiIAIiIAIiIAIiIAIikEYEsGJAEEYc/vTTTz1R3VdffeWexOXKlbMaNWp4xG39+vWtVq1ats8++9hee+3lz0QXJ1MhydmSJUtcKCa6mER8iMOI3iQ569Chg4vfiRgVnUycC6qtmzZtMhIqTpkyxaZOnep+xNhLtGrVyvr06WNNmzb1a7Wg2qPjiIAIiIAI7BoBCcW7xk17iYAIiIAIiIAIiIAIiIAIiECuCBCBicBGcroNGzbY3Llzfan+jBkzXCRGOEUg3m+//Vwgxs+XxyGHHGLly5fP1bELc2f6HQnAy5cv90Rn2BTMmTPHfvvtN/dX7t69u4uM+Nomc18Lk3NBHHvLli22evVqv3ZfffVVT1z37bffesQ7EeIkKzzhhBMKoik6hgiIgAiIQB4QkFCcBxBVhQiIgAiIgAiIgAiIgAiIgAjklMBPP/3kfr1vvPGGC8RYMODZS3K6atWqeXRtu3btfOl+5cqVrVSpUkZyOh6pZMuAzca7777r0cXPPPOMbdy40SpVqmT0vWvXrkbys7Jly+YUr7YvAALYo0yYMMEfRIVTmMzAjxjPaYR+kimqiIAIiIAIJAcBCcXJcZ7UShEQAREQAREQAREQAREQgRQgQII6BOEVK1bY4sWL7YMPPnCbCf5HDCXRV+3atT1quFGjRsZj//33T4Ge77gLcMF24+WXX7Y333zTFi1aZGXKlLEGDRpY586dXXzEx5joaiKtVQqPABHwq1atss8//9xef/11P194TjORgcUEkcRYhyASRxMa8VHkhddyHVkEREAERGBnBCQU74yQPhcBERABERABERABERABERCBXBLAkxeB7cMPP7TJkycb9hKfffaZ8T7+wgig+Lniz0uCOv5Pt7J161aPJp42bZoRWTx79mz75ptv3H6jRYsWdvLJJ9sxxxzj3sXpxiZR+vvzzz/75AZexJMmTXKxGBG4Xr16HkHcu3dvq1OnjpFwUUUEREAERCD5CEgoTr5zphaLgAiIgAiIgAiIgAiIgAgkCQHEYbyHEYhJULdgwQKPKP7ll1+sYsWKdthhh/kD3+GaNWu65UTVqlWTpHf500w8bhHRZ86c6dGqJPf7448/PNIaW4PmzZvb4Ycf7oIkHs4q+U+ACGJsJoiAf+edd/z1mjVrjCjvli1bWvv27T2amP/32GOP/G+QjiACIiACIpAvBCQU5wtWVSoCIiACIiACIiACIiACIpCOBIgQJiEbQvC6devcXoII2bfeesuWLFni/sP4DWMv0aRJE4+QPfLIIy3dxeGsrhXsOLChmDhxogvt8MSf+eB6i/vpAABAAElEQVSDD/bIayKwDz30UBfcixcv7pHZWdWj93JOILqON2/ebF9++aXbgrz22muGaE/yOuw/EIWJgO/SpYtHw8uLOOectYcIiIAIJBoBCcWJdkbUHhEQAREQAREQAREQAREQgaQlQGI2ooenT5/u0Zf4EBN5iVdrrVq1DAsFkrTh37rvvvu6LzHervLd/esp37Jli23atMntKObMmeP+xYjuCJUIxvCMIoybNWvmfs6RJ+5fa9M7OSGA5cfHH3/s9h/vv/++kahu7dq1fh3DmghifIgRiytUqOB+0jmpX9uKgAiIgAgkJgEJxYl5XtQqERABERABERABERABERCBJCFABPHXX3/tEcPz58/36EsiLxHbiHTFbxhhmMR0RA8jblaqVClJepcYzcTCY9asWS7Aw3b58uXu+Qxf2EZciTbec889be+997by5csnRuOToBVEEBOxvX79ehfisUlhwgOrCd4vVqyYValSxZMstm3b1iOIGzduvE3PlLBuGxz6RwREQASSkoCE4qQ8bWq0CIiACIiACIiACIiACIhAIhAg6nXp0qVujzB+/HhP7vXTTz+5sEaCL6KHO3Xq5DYTCJfR8vwiRYokQvOTqg2ImVh6IBJjg0BCNZIC4l9MRDZCZv369V3EJCEg/s8Si7N3irGXQIjngTj8xRdfeCQ3e1evXt2jh4877jgX5Pfaay/5EGcPq7YSAREQgaQjIKE46U6ZGiwCIiACIiACIiACIiACIlDYBIhwRVBjWT5L9FmajyUCYiUCMdGWRLoedNBBbpGAL7FK3hBAnF+2bJktWrTIiODmwWsEZERj/J73339/t0XgXGBRccABB1iNGjXcJiFvWpHctSAMf/XVV85s4cKFPtmBJ/TKlSvt+++/94hsorNJstigQQN/wHGfffZJ7o6r9SIgAiIgAjskIKF4h3j0oQiIgAiIgAiIgAiIgAiIgAj8LwEiWn/99VfDh/izzz4zIohnzpzpghs+w3Xq1LE2bdrYscce61GtpUuXFrp8JsA5+eijjzyymISBnBcsP4jqpuChi+UH0cU8ED7LlSvnliBEIUcPrBVSrWAFAR+EdQR0Hvy/atUqZ8bkBg/8n3/++WdnQQR2tWrV3Euba7l169b+f6qxUX9EQAREQASyJiChOGsuelcEREAEREAEREAEREAEREAEtiHAcvxXXnnFRcm5c+d6BDGJvFq2bOmCGkm+8MblPR4qBUMAkZMoWMRhImIRPonyJtKYKGM8pPGE5pwQ2Y2gT6Qx0d41a9b0SGPsFFKt/P777y4KE33N4/PPP7cFCxb4dQszouJhwyQH9hII6U2aNLGGDRs6LwR1mCnRYqpdGeqPCIiACGyfgITi7bPRJyIgAiIgAiIgAiIgAiIgAmlO4Mcff/REdSzLJ4ka3rgIbohwiIyIw0QQIxbvu+++aU4rMbq/ZMkSF0SJLkYwjvx2SdS2adMmjygmwWC8UIxVBSI/UeAIp3vssUfGM68TNeIYoZco9+iBhzOPjRs3uiCMcI5YDgOu4TVr1nhkcXSm6Fv37t2NBHVYSxx66KFWsWLF6GM9i4AIiIAIpBkBCcVpdsLVXREQAREQAREQAREQAREQgewRYJk+ydImTZrkidMQIFnOj5jWoUMH69atm9sakKCOhxLUZY9rfm/Fedu6datbLhBlHFktzJs3z6OMeUY0phQtWtQjZomexX8XX17sKhCO8TVGUOZBxPHuu++e303PUf1MYuCLjdcwfUQU5oEozDMWKYjGXLPwoNA/+oxgDBvE8nvvvdc6d+7sAjKCuK7jHJ0GbSwCIiACKUVAQnFKnU51RgREQAREQAREQAREQAREILcEWKaPbQH2Eu+++65HpxKJSpK0Fi1a2BFHHOECMd63RGSqJDYBvHkRUxFVeSCiRv8jmOJpjHXF5s2bXVQlqhhhGJsKHtgvEGXLM4Jy2bJlrUyZMhnRxyVLlrToEU0aFC9efBv/Y8RZBNhIhI3EWwRchG3aiJcwkeo8iBTmQZuIFkbwRdjlwbVIxDAP2r1hwwZ/IAzzmnqwi6Afe+65pydYJNqd6xcRnDoiX2f2v+iii6xPnz6esC46k7Qvamv0np5FQAREQARSn4CE4tQ/x+qhCIiACIiACIiACIiACIjADgggiiHUURAQsZd4+eWXbfr06S6qIRAeeeSR1qVLF1+mT7IvleQmgBiLX+/ixYtt6dKlbidCJC62IoitiKRRZDLXBwUxGMEYERnPYx6ZBWTEWR5MIBCBzCMSjSOxOF4k5rqLhGFEYQRh/IMjQRgf4XhBmEhoBGGiiaNrlnqjuhGqI1sNrCSIIOa5fv36HiVNP6h79uzZNmrUKI+W53rGfuLaa691+w22UREBERABEUhPAhKK0/O8q9ciIAIiIAIiIAIiIAIiIAL/RwCBjghLhGEENAREBDmEwbbBu7V9+/Z2yCGHuCcx9gSJ6lerE5ozAkTqEp2LcIo4y2sEWIRYIo/Xrl1r69at84hjrgcEW7aN/ICJBuYaiY8ijkRhrhEekVCM8BxFD0fCc7xgjCgdRRZH0cVRhDHXJ+9xHI6HEE1UcyRac03yIGq4SpUq/j6Rz1HUM8/8H3/d0s/nn3/enn76aXv77bddXL7sssusY8eOHnWcM5LaWgREQAREIFUISChOlTOpfoiACIiACIiACIiACIiACOSIANGbWA988skn9tZbb9nUqVMNH2JEuBo1atjhhx9uXbt2tTZt2lj58uVzVLc2Tm4CX3/99TZCMfYU3377rYvIkcUDojFibiTs8hyJvYjCPBBkeY+CUIvYS/QvBfGYRxQRHInLPGMdwSMSnhGIuQaJYsZOgqhmHiTgi4RiIoMRhLNbSHI3ZcoUGzFihNtxHHXUUda7d2/r0aOHJ/LLbj3aTgREQAREIHUISChOnXOpnoiACIiACIiACIiACIiACGSTACLe+++/b/fff7+LxAiDvMdSfZbht2vXzpPWIc4h2EXiXjar12ZJTiASfHnmuuA5/jWiMBMNRBljD4EgjHDMezwiO4n33nvPJyIQcEmQh0cwthTUGQnCiMFEHiMG81mpUqUyoobZj8hhJi/YJroWuR7jheXodU6vUyKm77nnHnvhhRc8Cd7f/vY3u/zyy61hw4YekZzkp1HNFwEREAERyCEBCcU5BKbNRUAEREAEREAEREAEREAEkpcAFgNYS3z44Yc2c+ZMmzZtmicNQ8Br3LixNW3a1Jo3b25169Z1sS55e6qWFxQBhGHsKLCIiJLQcWzE5HHjxvkDWwsi1Pv16+dJ5dgHcRdhNz56mIhjBOFIOEY05r38LFiu0M4nn3zSI5KPP/5469+/vydtzM/jqm4REAEREIHEIyChOPHOiVokAiIgAiIgAiIgAiIgAiKQDwSI4sSPdeLEiTZhwgRbtmyZR2qy5L5bt2523HHHueVEPhxaVaYpgYcfftgGDx5sCxcutKOPPtp9gbGLSJSCTzKiNZMmw4YNsxkzZrgdxh133GF9+/b1qGLsMVREQAREQATSg4CE4vQ4z+qlCIiACIiACIiACIiACKQ1gXnz5rlATPQkoh2lXr16xlJ7Ij2rV6/uCb2I8lQRgbwi8OCDD9qgQYPc1uGYY47xyN3KlSvnVfV5Vs/KlStt8uTJNnbsWLdkYfLkjDPOsHPOOcejm/PsQKpIBERABEQgoQlIKE7o06PGiYAIiIAIiIAIiIAIiIAI7CoBfGJJQEbSLiwmHnvsMcOLGKGuRYsW1qVLFzvllFNylABsV9ui/dKTwPDhw43o3NWrV1unTp3skUce8QR0iUaDe4UIe+4RHt9//70hFt9+++3WpEmTRGuu2iMCIiACIpBPBCQU5xNYVSsCIiACIiACIiACIiACIlC4BObOnWuTJk3yx/z5823Lli3Wtm1bO/XUU92HuGbNmp44TEvrC/c8pfLRsXNAbEV4PeGEEzx5YiJZT8Szx4Zi1qxZ9txzz9kzzzzjlhREFffs2dPatGkTv6lei4AIiIAIpCgBCcUpemLVLREQAREQAREQAREQARFIRwJ//vmnffXVV/bxxx97FDHC14oVK6xChQrWqlUr69ixo4vFBxxwQDriUZ8LmAD+xLfddpsnuuvatavdd999ttdeexVwK7J/uB9++MHmzJlj9957r4vGlSpVspNPPtkuvPBC23///d2/OPu1aUsREAEREIFkIyChONnOmNorAiIgAiIgAiIgAiIgAiKQJYE//vjDRWK8VseMGWMLFiywokWL+tJ5vIiJjqxWrVqW++pNEcgPAvgT/+c///HrkISJQ4YMsT333DM/DpVndXIfPfnkk/bUU0/5ZEvDhg1twIAB1r59e9MES55hVkUiIAIikJAEJBQn5GlRo0RABERABERABERABERABHJCYMmSJR4BOWPGDHv33Xc9eVj9+vWNBGItW7a0ww47zGrVqpWTKrWtCOSawC233GI333yzlS1b1v2wsaFIxGR2mTtKFP6UKVM8Ahpf77p169qll17qfdhtt90yb67/RUAEREAEUoSAhOIUOZHqhgiIgAiIgAiIgAiIgAikGwFsJn799VdPFIYXMZHE7733npGYq169eu6tSrI6RC4VESgMAv/+9789ohi7CbyxEY2xc0iGwuTLyJEj7fnnn7dVq1ZZ37597YILLrAGDRpYyZIlk6ELaqMIiIAIiEAOCUgoziEwbS4CIiACIiACIiACIiACIpAYBNauXWuvvvqqL5H/8MMPbdOmTXbggQfascceaz169LA6deq4KLf77rsnRoPVirQisHXrVrvmmmvsrrvusqpVq1qvXr3sX//6V9IIxdxPH3zwgdtQPP3001a+fHnr0qWLi930R0UEREAERCD1CEgoTr1zqh6JgAiIgAiIgAiIgAiIQEoT2Lhxoy1evNjefvtt++9//2tvvPGGL+1v1KiRtWnTxjp06OCJ61IagjqX8AQ2b95s1157rQ0bNsyqV69uvXv3tquvvtoqVqyY8G2ngbFYzLjXuMcefvhhv9/wV8ZzGcE40b2WkwKyGikCIiACCUZAQnGCnRA1RwREQAREQAREQAREQAREYMcEXn75ZV8O/9JLL9n69etdeDvttNN8af+hhx6aNELcjnupT5OdwA8//GADBw604cOHuz82QvFll11mFSpUSKquLVu2zCP377//fps3b561bt3aTj/9dDv33HM9SV9SdUaNFQEREAER2CEBCcU7xKMPRUAEREAEREAEREAEREAEEoUAgtXUqVMNoXjOnDn2/fffW8OGDa179+4uXuGdStIwFREobAJE43777bd2/fXX2+jRo93XF6H4wgsvdAuHwm5fTo7/xx9/2PLly+3BBx+0CRMm2DfffOP325VXXmmHH364lSlTJifVaVsREAEREIEEJiChOIFPjpomAiIgAiIgAiIgAiIgAiJgtmXLFheFn332WRerFi5caCVKlLAjjjjCiCQ+66yzlFxLF0pCESDR4urVq+2mm26yhx56yAVVhOJ+/fpZuXLlEqqt2W3MW2+9ZePHj7fHHnvM9thjD/dcxgv8qKOOym4V2k4EREAERCDBCUgoTvATpOaJgAiIgAiIgAiIgAiIQLoTIKHWAw884MvfV65caQcddJAnrOvZs6c1btw4aZKDpft5TKf+//7778a1ip/v2LFjrXnz5u5RfPbZZyetUMyEDUkj77zzTps1a5YVKVLE+vfv748qVapYsWLF0ukUq68iIAIikJIEJBSn5GlVp0RABERABERABERABEQg+QmwdP/TTz+1yZMnezKtTZs2Wd26da1Tp052/PHHu1ic/L1UD1KRAInssEq59dZb7amnnnKrBiKK+/Tpk9T2KPTr8ccftyeffNLefPNNjyYmov/EE0+0fffdNxVPpfokAiIgAmlFQEJxWp1udVYEREAEREAEREAEREAEkoMAIjFL3UeMGGHTp083PF/btm3rCbRatmxpNWrU8IjG5OiNWpluBH755RdbvHixDRo0yMaNG2ft27d3mxSsGpLZ0xe/4lWrVtnEiRNt1KhRtmLFCqtTp44NGzbMjjnmmHQ7zeqvCIiACKQcAQnFKXdK1SEREAEREAEREAEREAERSF4CCFHz5s2zN954w1577TWbMWOGL2knYrFLly4uRu23337J20G1PC0I/PTTTzZ//ny766677IUXXvAIePy0TzrpJCtdunRSM9i6dathB0OkNL7h69atswsuuMCjpZnEUREBERABEUheAhKKk/fcqeUiIAIiIAIiIAIiIAIikHIEEImfeeYZe/HFF23BggUefdm5c2e76qqrrFGjRp7ELuU6rQ6lHIEff/zR5s6da0OGDLFJkybZ3/72N48oxjIl2YViTtbGjRttzpw5Nnz4cLeGwaOYaOmBAwda5cqVU+58qkMiIAIikC4EJBSny5lWP0VABERABERABERABEQggQngffrcc8+56ESirO+//972339/O/30092TuF69eikhsCXwKVDT8pAAQipRt3fffbdNmTLFRVQiijt06GClSpXKwyMVXlX0ccKECT6xg01M9erV7ZJLLvH7FWsYFREQAREQgeQjIKE4+c6ZWiwCIiACIiACIiACIiACKUPgzz//tG+++cbef/99GzlypL3zzjvG0vZDDjnEiCQ+88wzrWbNminTX3UkPQhs2LDBr+V77rnHXn/9dbdlQChu06aN7bHHHikDgYR9r776qkcW413crFkzO+OMM1wYL1myZMr0Ux0RAREQgXQhIKE4Xc60+ikCIiACIiACIiACIiACCUhg7dq19uCDD9oTTzzhyb8qVarkEYmnnHKKHXvssVa2bFklrUvA86Ym7ZgAyRiJjL/vvvts5syZdtZZZ7lYfNRRR1mqCairV692oZgEd0uXLnUf5gEDBthhhx2W1In7dnyG9akIiIAIpCYBCcWpeV7VKxEQAREQAREQAREQARFIaAJEDX/yySfu34on8cKFC61u3brWtm1bT/yFoCav04Q+hWrcDgiQ4G369OkeJf/222/beeed5x7FTZs2TTmhGAyI4ePGjfMJn3LlylnHjh2tf//+Rn9VREAEREAEkoeAhOLkOVdqqQiIgAiIgAiIgAiIgAikBIHff//dvvrqKxeVSPa1adMm9zclCvGEE06wWrVqWdGiRVOir+pEehJYs2aNTZ061UaPHu1exf/4xz9cKG7cuLHtvvvuKQUlFovZli1b7M0337Rhw4bZtGnTvH+DBg1yG4qKFStasWLFUqrP6owIiIAIpCoBCcWpembVLxEQAREQAREQAREQARFIQAJEEn/66af2wAMPeDTxypUrrVWrVi6iEU188MEH22677ZaALVeTRCD7BL7++mt7+eWX3VZl7ty5nuQNj2K8t0uUKJH9ipJoSyZ/XnnlFXvkkUfs3XfftRYtWngyyn79+umeTqLzqKaKgAikNwEJxel9/tV7ERABERABERABERABESgwAps3b3aLCcSku+++27777jsXzi666CLr3bu3lS9fvsDaogOJQH4SQDR98cUX7aGHHrIFCxbYlVde6ZMhtWvXtuLFi+fnoQutblYKfPnll/bYY4/5agH8x48++mgbPHiwNWrUqNDapQOLgAiIgAhkn4CE4uyz0pYiIAIiIAIiIAIiIAIiIAK7SICl6YsXL/bkXs8995xt2LDBWrZsaVdccYU1a9bMqlatuos1azcRSDwCCKbPP/+8R9cuWbLErr32Wk9mV6NGjZQVijkLrBiYPXu2TZgwwR5//HFjcuj000/3iaDWrVsn3olSi0RABERABLYhIKF4Gxz6RwREQAREQAREQAREQAREIK8J/Pbbb/b++++71cSTTz5pq1evdruJXr16eZRlhQoV8vqQqk8ECpXA8uXLjSSNRNfy+vrrr/drfb/99kt5G4YffvjB5syZY/fcc4+LxqwU6Nmzp11wwQVG/+U/XqiXpg4uAiIgAjskIKF4h3j0oQiIgAiIgAiIgAiIgAiIQG4I/Prrrx5J/PDDD9uYMWMM0fiwww6zm2++2dq0aWNlypSxIkWK5OYQ2lcEEo7A0qVL3X6BiZFVq1bZLbfc4kLxPvvskxaJ3YgkfvbZZ10sf+2116xhw4bWv39/69SpkyeuTLgTpgaJgAiIgAg4AQnFuhBEQAREQAREQAREQAREQATyhQAiMZHEjz76qE2ZMsXwLO3cubMLZh07drS99947X46rSkWgsAlgN0FSN6KKue4HDRrk1hMVK1ZMC6EY/iT0474nshixvE6dOp7U76STTrKSJUsW9inS8UVABERABLIgIKE4Cyh6SwREQAREQAREQAREQAREIHcEfv75Z5s7d65NnDjRRo4cab/88osdccQRdtVVV1n37t1Tfvl97uhp72QnsGjRInvggQds3Lhxtn79ehsyZIhPkJQtWzatrBdWrFhhw4cPt/Hjx9vKlSvt3HPP9QfJ7UqVKpXsp1ntFwEREIGUIyChOOVOqTokAiIgAiIgAiIgAiIgAoVLAJH4o48+shEjRnhEIZ6lRBJfcskldvjhh9tee+1VuA3U0UUgnwksWLDARo0aZSRu/PHHHz2qtk+fPh5Jm05WK4wFH3/8sY0dO9atKBCHjzvuOLvpppuMxH4qIiACIiACiUVAQnFinQ+1RgREQAREQAREQAREQASSmgDC0Ntvv+2RxCy737Bhg2Ezcfrpp3tCqxIlSiR1/9R4EcgOgfnz59u9995rEyZMMCxYiKrnHki3RG6xWMx++uknmzx5slvQzJgxwypXruwe5ccff7xVrVo1Ozi1jQiIgAiIQAERkFBcQKB1GBEQAREQAREQAREQARFIdQIIQp988okvuSeJ1x9//GHHHHOMRw82adJEvqSpfgGofxkE5s2bZ0OHDvUJE+6DBx980Hr16pXxebq9WL58uU2bNs0jqz/77DNr0aKFnXPOOXbeeeelGwr1VwREQAQSmoCE4oQ+PWqcCIiACIiACIiACIiACCQHAcSwd955x0XiV1991b777js7+eSTPYqYpeZ4s6qIQLoQwJ/7jjvusEmTJhlWE1gvcD+ka2F8QCweM2aMvfTSS7Z69WqfRLriiivcjqZMmTLpikb9FgEREIGEIiChOKFOhxojAiIgAiIgAiIgAiIgAslH4LfffrPFixe7B+ngwYNty5Yt1qZNG7vuuuusQ4cOydchtVgEckngww8/tFtvvdX++9//GnYrRNifeOKJuaw1+Xd/66237Pnnn3cbCvyKTznlFOvdu7dHGCd/79QDERABEUh+AhKKk/8cqgciIAIiIAIiIAIiIAIiUKgEvvrqK7vzzjs9cdfatWtdELv00ks9UrBChQqF2jYdXAQKg8AHH3zglitTpkwxBFH8uvHkTffCJBJshgwZYrNnz3Yc559/vvXt29eqVatmxYoVS3dE6r8IiIAIFCoBCcWFil8HFwEREAEREAEREAEREIHkJsBy8qlTp9ptt91mK1eutObNm1v//v3t7LPPTu6OqfUikAsC7733ng0cONBef/11Y7Lk6aefNixYVMyT+8GDKOs33njDWrZsaX369LGuXbu6WCxGIiACIiAChUdAQnHhsdeRRUAEREAEREAEREAERCCpCWzdutXuu+8+u/fee23ZsmV2yCGH2M0332xHH3207b333kndNzVeBHJDAL/ua665xmbNmmX77LOPexTLhuV/if7555+2bt06mzBhgo0cOdKWLFlitWvXNmxrOnbsaEWLFnVf59zw174iIAIiIAK7RkBC8a5x014iIAIiIAIiIAIiIAIikNYE1q9fbyyrv//++10Mq1evnvuNsoy8atWqac1GnRcBBOIrr7zS5syZYwcccIA9+OCDnrxNZP6fAGyiyGKE47///e8eWdy2bdv/30ivREAEREAECpSAhOICxa2DiYAIiIAIiIAIiIAIiEBqEHjttdfsxhtvtHfffdfKlCljl112mXXv3t3q168vn9HUOMXqRS4IzJw50y6++GKbP3++1apVy0aNGmUSQLcF+sMPP9jHH39sw4cP96R/WHT07NnTvZ3LlSu37cb6TwREQAREoEAISCguEMw6iAiIgAiIgAiIgAiIgAikBgGWjeO7SiTgs88+a2XLlvVIyX/84x921FFHSSROjdOsXuSSwPTp0+3CCy90W4UGDRq4RUurVq1yWWvq7b5x40abOHGijR8/3v2Ka9SoYZdccol17tzZqlevnnodVo9EQAREIMEJSChO8BOk5omACIiACIiACIiACIhAIhFYtGiRDRs2zCMA16xZY506dbKzzjrL2rdv70m7EqmtaosIFBYBJlP69evnCR6POOIIGzJkiCdtK6z2JPJxSYj56quvutf5119/bU2aNPFkmD169LCSJUsmctPVNhEQARFIOQISilPulKpDIiACIiACIiACIiACIpA/BBYsWOAC8YgRI1wAI3ndgAEDXCguUaJE/hxUtYpAEhLAmqVv376etI1I+0GDBlnz5s2TsCcF0+SVK1fa6NGj7cUXX/Qo7G7dutkFF1zgojHWNioiIAIiIAIFQ0BCccFw1lFEQAREQAREQAREQAREIKkJbNiwwZ544gl75pln7L333rOaNWt68ikEndq1a3vfYrGYFSlSJKn7qcaLQF4QINHjGWecYfjwtmvXzm655RY78sgj86LqlKyDsQO/c8aXxx57zMqXL28dOnSw8847T9xS8oyrUyIgAolKQEJxop4ZtUsEREAEREAEREAEREAEEoQAIvGcOXPsrrvusmnTplmlSpXs9NNPtxtuuMFfJ0gz1QwRSBgCL7/8svXu3ds2b97s9izcK1hQqOyYwJtvvmlDhw41IrKZdLrppps8wV3VqlXlf75jdPpUBERABPKEgITiPMGoSkRABERABERABERABEQgNQkQ6Ud0JHYT+IgWLVrUk03hH9q0adPU7LR6JQK5JDBhwgSPKCb54wknnGDXXXedHXbYYbmsNfV3x/ecceahhx6yWbNmWbNmzaxXr17u91yqVKnUB6AeioAIiEAhE5BQXMgnQIcXAREQAREQAREQAREQgUQl8Pvvv9vChQvtgQcecKGYCD+Wg992222KjkzUk6Z2JQSBZ5991j2KixUrZl27drWrrrrKGjVqlBBtS+RG/PHHH0ZCu7Fjx7rVDd7FLVq0cI/nww8/3IoXL57IzVfbREAERCDpCUgoTvpTqA6IgAiIgAiIgAiIgAiIQP4QWLdunQ0cONCee+4527hxo3Xv3t09Q0nKhYeoigiIQNYEHn/8cevfv7+VLFnS8PG+7LLLrEGDBllvrHe3IUAUNn7FEydOtIcfftjtO0477TSP0G7duvU22+ofERABERCBvCUgoThveao2ERABERABERABERABEUgJAj///LP7hF555ZX2xRdfWP369V3swne1dOnSKdFHdUIE8poAVi1btmzxaNiLLrrIypYt6xMsvOYeUskegR9//NE++OADu/vuu+2dd96xcuXKGWLx+eefb9WqVXMLnOzVpK1EQAREQARyQkBCcU5oaVsREAEREAEREAEREAERSAMCW7dutVdeecXGjRtnLKE/4IAD7Nxzz/Ul9PXq1UsDAuqiCOwaAYTiX375xYXiSy+91JM9nnrqqR5dXLdu3V2rNE33YrKK1QyMQ/ikN27c2MchPJ8Zk1REQAREQATynoCE4rxnqhpFQAREQAREQAREQAREIKkJbNiwwW6//XZ78skn7dtvv7WTTjrJbrjhBqtTp06eeISytJykeHgeq4hAbgkgzibKtcQkyw8//OBC8dVXX2177723J2NjoqV27dq57Wra7b927VqftBo2bJh7F9eqVcsuvvhiO/HEE61MmTIJzwPPZcY6HioiIAIikAwEJBQnw1lSG0VABERABERABERABESggAggcs2ZM8e9ifEJPeSQQ9yX+JJLLsl2CxDuEMwQSaLHpk2b7KeffvKl+PgblypVahvx5Ndff7XVq1fbb7/95tYWFStW9OXm2T6oNkwLAlxPXCM8SGyGWJgoIjEngEmQ7777zoXif/3rX26T0KdPHzvzzDPt4IMPTotzlNedXLVqld13330eWbxixQo755xz3K+4adOmCSMWc96jsS56xj6D6PJ9993XI8vjubA94+FXX33lb1epUsXHuxIlSsRvptci4B7dJJalMObhe55IY55OUeoRkFCceudUPRIBERABERABERABERCBXSYwY8YMu/fee23SpEkuwlx//fUevZcTkYsftUQlL1u2zP2Nv/zyS/voo48MwQefUZJ7Va1aNSM6GRF57ty5ftzPPvvM9t9/fxeDevXqtcv90I6pSQC/7Pfff98+/vhjO/DAA/06QThJlIJIuGbNGo/GJwqfNp5xxhmGt3fNmjUTpZlJ1Y7Nmzfbp59+ao888og988wztttuu1n79u0zVjkkQme++eYbH+8Y47hG58+fb4xrCMBnnXWWtWjRYptmLlq0yGbOnOnWGlhstGrVyq19jjrqqG220z/pTYBJ19mzZ/t4x2tWJRxzzDGmCYX0vi7yu/cSivObsOoXAREQAREQAREQAREQgSQhgLAxYsQIu+uuu3z5fJs2bWzw4MF22GGH5agHRCUjDiPmkZCKB+IeZcCAAUZirxo1amT82CWSeOrUqUbivPXr1/t2RGP+5z//8df6k74EiEwnQnfdunU+0cCEA5MKCxcutNatW9udd96ZMFGlnCWE4pUrV3pE8a233mpYJSAU9ujRw6/59D2Tues5EeRMXj366KP26quvWuXKlY1JrC5dulj16tVzV3ke7L148WJ7++23fczj+uRBadSokTGWderUaZujvPHGG/bUU0/ZQw895O83adLEk4UykaaS3gS41qPxbvny5S4Uf/75525j065dO2OFwh577JHekNT7fCUgoThf8apyERABERABERABERABEUgOAt9//7299dZbLly89NJLdsQRR7i4xTJvfFZzUviRi5BHFOCsWbNcBN64caMvl7322ms9IRVRwyyjpRCBh/hzxx13uMjGe4jGCMW77747/6qkKQGuS64hkplxjTCpQGRd6dKljSRxiSYUb9myxZYuXeoRxbStfv361rdvX/f5VgK23F3ETD6x4mHIkCE+tjRr1sz+/ve/+yN3Ned+bybFmOyiffPmzfOocuxziCS+4oorDIEvvrz88ss+mYD4TURxgwYNfLuzzz47fjO9TjMCTIwx0cR4R0LZN9980ydty5UrZ0zcnnzyydazZ08JxWl2XRR0dyUUFzRxHU8EREAEREAEREAEREAEEpAAwi5C7eTJkw1R99JLL/Vl/SSwY6l3TgremyTBI0KZyLmbbrrJ6yShE9F1JPaKt55ADGSpNsvKlyxZ4tGCp5xyiltUFCtWLCeHzva2JMnCP5TIrLJlyyZUVGq2O5HiGy5YsMBYos+yfqLSX3/9dY9Up9ucMyLriH5PpKRm2K7QZhJBDh061Bo3buzXO8nXqlWrluJnLH+7h68vEZZjxozx6GL8fTt06OCRuExsMXlQWIXxjuuVa5QxD3932tO2bVtvH8/xhWuECORp06YZ/uys2jjuuOMM8Tu/CmMsNh6I0olk15Jf/U22ehGJuW6IRmfygOtj4sSJ3g2+O7k+mByTUJxsZzb52iuhOPnOmVosAiIgAiIgAiIgAiIgAnlGgOhMxC2iiC+++GJDQCWBHaIxy7pzW4i0O+mkkzxKih+7AwcO9AhAEjzFC9CIth9++GGGrycRx3vttVduD5/l/iztfe2113x5b7169dxHlvaoJBaB//73vx45us8++/i5eu+999zC5OuvvzYSIrJMP9Eiirm2iKRHKB4+fLhhKdCvXz+3HtA1ljfXFxHmzz//vD388MMuxv7tb39ze4/mzZvnzQFyUQsRxePHj7fHHnvMa8FLmUk3okHjC6IgPu5Y8jAGH3rooT7e5YelAMdilQft4vpkoq5SpUrxzdHrBCCAbQ12JNjrkKiRlTaMI0yesrKGawkLG8Ti/LhOEgCBmpAgBCQUJ8iJUDNEQAREQAREQAREQAREoDAIICKw/PmJJ57wxEoIp/379zfEF3yEc1uIjqIultMiFP/73/92oZgkT/FCMWIJEchEDfKjmGQ98Z/nth3x+xOJ+M9//tPbxLJwlofTHpXEIoC4xTVBxDDXDyLcs88+60IKS7GJKE5EoZgJDwSe0aNHG8nJzj//fDv22GMNwVsl9wSw9yDy8u677/aoS2pkzCJpIMkD82sVQnZajoj93HPPuYjNmEbE8yWXXPIXoZi6GOvwc6cQIc94V6RIEf8/t384dlQXkcRYXcBsv/328zE4p3ZCuW2P9t85Ac4Z302MeUwqsYri/vvvd/sJVulwLSESSyjeOUttkTsCEopzx097i4AIiIAIiIAIiIAIiEBSE0CMwwsYcQMLCKI08RFGJI48hHPTwcwRxSSgOu+889z3OL+E4B21d8WKFb40/LrrrvNI6lGjRvkPcEXY7Yha4X9GQjuiwBFOZs6c6cLa6aefnnBCMUv7EeSiRGVEkl544YWeeC+/IuQL/+wUfAtYms+YxQQXdg9EEyOgde/e3ViNUFhl9uzZ3q4oSV3Hjh19pQaJFwuj/Pjjjz5p8fjjj/v4fvTRR9ugQYPc3qcw2qNjZp8AAv99993ndlDY7yAUYzshoTj7DLXlrhGQULxr3LSXCIiACIiACIiACIiACCQ9AbyIiVrCN5goSJbJkxyKpclE/+ZF+eSTT6xr164ZEcU33HCDH4OItoIWirHYYLk6lgCfffaZHXTQQe5xy5JeIvriS3xEXvz7el04BEhih/cr/rQkXeR8JaJQjN8sUaUIxdgPEEk8YMAAjyyuXLly4cBLwaNyfzJ+YacwYsQI9zg/+OCDbfDgwc68VKlShdLrd955x9v04IMPekRvp06d7KKLLrJWrVoVeHvgQwJIrkMmWRhzSYbGxCAR+SqJTYBJ1pEjR3o0OB7YEooT+3ylUuskFKfS2VRfREAEREAEREAEREAERCAHBEiWwxJ5os2wesCGAVEXj+LsFoSxVatW2eeff+7LZolKxs4CIYIETfgsXn311e6Rifi8PaGYevBHJuIXm4FatWp5IjC8GKMl1FGbWJrLNvyQ5gc0S7gRjth2zz33tAoVKvijZs2aLo7wGcmjyCKPFzNCHvtgBYB/ct26dd0flAR7LM0+4IAD3P6C4xG5SP+I7lqzZo17fCI40xfESqIX2Z9EZZnFKTjQVtqIry4s2I7oQtoU9Zf6169f7xYLHLthw4a+9Djq7/ae8ThdtmyZs6AuogeJAkeQrF69ureNPmVuV3x9tI0EYbSPqF36S6IrOLIv9SRCEjbah1D8wAMPJLRQjNf29OnTXSh++umn3ZsYj1o8RytWrBiPXq/zgADWNiTBfPTRR32MOeecc6x3794uquVB9VlW8eWXX3riuui+JYqce44H9+ScOXNcLGZMJaJ4e0Ix23Jd8+D+J8lco0aNsjwmEyV41ZJ0FLsKJtl4cG/j181YxljEPYt1D+MoEyrjxo3zCHeOxXh15JFHulhMW/HE5X/G2qgwLjEeLF682OtgTOE4vE9/OA6CPO3MaqIPWxCOxVjJmMSKFSbkiGTGPoFxOBprGPO5J7ALoe87E6+pm3bBgXGLttEH2sQ4hX0Qrxm7dlRgw/cVUbqwZDyHDXYPtIXvAP4v7CKhuLDPQPoeX0Jx+p579VwEREAEREAEREAERCDNCbCslaR1/HA/5phjPNIWj+LsFsQDIoYRJFhyTRIvBAJ+vCNEtG3b1qt64YUX/Ed9VkIxgi3iMj/e+WGMyIaAjQUG3p4s14+PbmZ7tps2bZpRL2INggXvI5AQNccPfcSPbt26uRASJetDpEaoQMClsD3iAAIF1hNEVBP5R7t5j/7NmzfPBcoXX3zRhV7aQn0UjguvE0880fchIVVU2BeRBFEDLiRiI6oPz9qbbrrJ6yCKmwhErAoQgBBNEJHPPPNMbwdt2p7fKkmp4D4j+PYSHc1xEJPYHmEXIQdxEiEIYYfzkbkgcL355ptu5cDxEbIRdxCEYNi4cWPvF5Fsma056B8les5cd07/ZzIg84RAfB1co8kiFBPFSUQx1ghMvFx++eU+abIzISy+v3qdPQJMxDCJc8899xjJD5ksYnk+93pW13z2as16K4RKBN0pU6Z4lCf3DOMPYiP3XO3atX2Cim24rxFwGVczC8WMH9yrjEWs6CCh3dKlS+2CCy5wm4rMR2fyJjomtisIsfh2M/4whvGa+/24445zL2TGESbEiLbmGUGWEk0iIYZS2Peyyy7za5T/Gbe5/ydPnuz9Y1xh4oOJN9pA/xGj6RMrTxCAo7GZcYB+4bHLmElCNr4beN25c2e3u0CcnThxogvpsGN8xOKIqHsEfsar7RXOMwI24z5jFq/Zn/bRJibXEJsZw/Gch33mwncEk2HUwfcM4110/mDIdwZtQdQ+/PDDfcIsqoP+5dVYR507G+/YRkIxFFQKg4CE4sKgrmOKgAiIgAiIgAiIgAiIQCES4AczQsXtt9/uS/nr1Knj2dQRZrMb9Yi4GyVuQvBEMK1fv75HdvGDmh/xiAGIODwjbEZCcb9+/Tz6i6hgRDUi8BA6WSrND3d+zF988cWGj3BmoZjPWDqNQMoxEQcQaKibH/7PP/+8R64hGJx99tnWrl07FxMQLKZOneoiCOIMJRKzieKNIttggeiAqIJ4wxJyIpEREngfz1mEEwRxhGrElNKlS9spp5xiffv29WhkBBf2pW8II1HkGsyp/4QTTrAoKpF6YcX/FCLiECmOP/54F4yzEhcRmBCAEI0QqegjYjAM4IjAQKQxgjhR1SR9Q3iPL5wTElwhYBPphyiMuIIIhXC9YMECF0qoF+GEhISRkINgRDQfIg3iEOd7RyJv/HEzv6aNiNswhQXcs6orWYRiBDWENoRizhFL/a+66iq/TumfSt4T4B6ANcI8gipCKOIs9xlCJCU31yj7M2ZyX+CJTBQz9ziiIuIi1zBtQLxkTOT+5L4gwpWJH6xHuIcoiKcTJkzwe5R7nnuPe4n6Ge9Y1RFfuO4RnR955BFfOYCVBSsYGBe41hh/SPBIFC1JE/mcSR7aysQKDyaqGDfZhzGTMSy6FhlnjjjiCD8kYwKrS2DIOMBqCz4jupYxinqY7KK/sOVz6qLQByauGGM5JmM5E1GI5hwTsZi+8H3A+EF7+IzCGIXvLm1hjGFFQ1Q4FuI1YxX3FJ8x3lMn41Vkr8Gxia5mYoyxrlmzZs4hvh7EYaLPI6Gd64Qxk3axP2Mngj/nivsW3+toNQVCNe2l7eyzKyUSmhnvEOn5zmFiY3tFQvH2yOj9/CYgoTi/Cat+ERABERABERABERABEUgwAvxIR2S89957PTrrrLPOsjPOOMN/IPMDNjuFqN/Ro0e7qIAggMjMkm9+wFMQQVj2PGnSJBeCiWrjBzaRfv3793dBlAgzxB2EEAQPxM2oIBTjnYxQHAmH/FgnUu0f//iHLx1G6EZgIKKMQjTbLbfc4mIMYgley4gPiNQIOYjbRB6SwI6CiERdiKREzCKIIFgSlYxgjUA8bNgwF00ROoh669Gjh+/Lj/7bbrvNPY9pN1F2CD2ICzBEVEHcoH8IMAhHFMRphA7aRB1EAiI6IZavCFHVsIQTQgzeq/QjKogmiBzUyWcItexPsjSODyfEKj6nnwggFCIVb7755owl2Yg62CJw/hBmsQhBGEH0ok7OGYI7baIgqCB2IUQhbLA/IgbtRTyhH7sqniC8wIs2IIDBJ6soavqSDBHFCH9MDsCXCFeuT6xX6BsTCir5Q4BrEZFy6NChPgnGZAtJM5nAye6Ytr2WcY0i/iIy4m/OPYCvOfcEgiSF+4DJK8ZUxlZKVkIxAi6iL+Mnk0nc7xTGHRJ9EuEbXxCe8VVHoObeQBSOT4yHwMn1xfjK+MQ4xfiCsIsoTfQt4xj3K+1hUontWEnBsRkDI6sGxuuBAwf62Ep7IusU2oOQTb+IjkcoZ1yirfxPQbCFP4I9QnMkAvMZgijfC5wHxhsmwxhDmGBknKUgSHOu+G6In6xkvOM+QiSmXsZzxnVE+mgS7c4777Rbb73V64wiyhGLWQlBYaxFBIYhQjhjJpxY3cG4z9jyaLAuob9wRHBmlQgrO9iOcZfvKljyHbKr11MkFMMA5i1btvSJRW9kFn8kFGcBRW8VDIFwsaqIgAiIgAiIgAiIgAiIgAikEYEQLRoL4mEsiLCx8KM3FhLmxMIP91j4QbxTCkE0iQVRJhZE2lj4kR0L4kMs/CiPhcjUbfYNP85jQQSIBTEyFoRXfApiQUyMBduFWIisjQXhwR/BazIWBJNY+JEeC9G2vh3bBuE5FsSObdoUhIXYNddcEwuCSSx4ccaCEBsLYkfGcYNIFwtRvLEg2MZCBGwsLL3O+Cx6ceONN2Ycg+MF4SUWhAKvh75FDIIoGQviq7c5/LCPhaXWsSCEeJupi/4F4SHWpUsXry8IU97XECXthwrCcCwI8rEggseCuJFxzCCCxIJY48zpd9T/EGUYCxF6GduFyLpYEHqiZvtzEGNiQeiIBd/TWBCFY0EIiwXRxs9d/IZBTI8F8TujrhBlGAsiSyxEIMaCEBwLYk4sWCL4uQ/CvbeBvkeF8xvEqVgQjjPqCJMAsSCExYKo7ec1iFOxIO7EglgTC9GJsSAs7dIj2Fz4dXjttdfGgjC9zfmM2sMz11JIyhUL1iDepiDq+zUcJg/iNyv017QnCIGxIFJ5O+EWotmde6E3LsUbECZJ/N4PHusx7tkwqePjQW6vEe47xpRgteDnNCRRjDEWMd7ElyCOxgYNGuT3RZjs8HEqTBTEgsCasRnjRliNEAvibezKK6+MBcHW62RcCCJ3xnbRiyCQZoyLjFdB8Iw+8mfq4h5mfGJ/xoOowCMI27EgSPoxwsqJWJiAi0VjVBBFfVPaxHcC92Cws/BtgxAcC3ZCUVX+zLjA2MX4zIP2R4Vxk/GF4wexPMb4FW0XIoZjQVT2PjP2wzPYbcTCRGAsrNLw7RhHwoRlLEQPR1X6M2MCdcGHcYwxnfbGF8Y27jPGIY4J05DUMGMTjhkitWNB1I+FlSaxsWPHxuLHO9rO2M54yncidXD98F3D+Mx3Y5h88/GQ77BdHetCBLSPl0Ek9nPCd8yOCuM455X+cF6CaB0LgrbGkh1B02d5QoDZXxUREAEREAEREAEREAEREIE0IhA8GmMIm2EZbyxYN8TCcuJs954fzfxYDRF1/oM6+PL6j/LMP/CjCkMUVgzRgR/f/MgOka0uFMf/UGdbhAp+xEfiQlZCMXWFaDj/oc6P7WBB8RcxFXE2WEK4iBgsAKJmZDwj5ETHCFFusRA9+xehlY1DJJ8LTYjcYflxLEStxUJUYUY9vIBjsJuIIXYiIiEmhcjobbbhnxABl3FMtkNkzUoERsyIb9vrr78ei8Qc6oERonyIyHNBA4E/qxKi3lwYoX+INCES2EUfmCMeRYIIYlaIinYxBCE2RIH7I0TPuTASL9wj1gRP6xhiGAL+v//9bxdtYYOQEaK6d+nBeaSNIZrSxbd44T++b8kiFHN/jBkzJkNQQ1QMEeXbFcDj+6jXuSPA5BMCZIhy9UmskODMx4sQxZsxwZPTI0R1xgukCLPbK4w9CNSMrYibmYXiaD/Ey4ceeihjMmZ7QjGTDkzGMS6E6N9YiPqNhdURUTU+ccPk2P333+/1MSkRlWB5EwvWObE2bdpk7I+4G6J0o038mUmtYNvj4ylCaYio9cmoYBOxzXaMRfGTXowjmUV4tglRzttsF1ZZxBiL44V1tuM9JvSiMS9ECcfCqhA/JuItE2mI30xmMuYh/obVG9u0iX8QsJm0Cx7NPg4zkcb/UaE9iMSMNbAICVydAWMKx+MZofif//ynT0BG7eE8ItYy3vE9wXcmIvGujnV8DzJehhUaPpHE99mOioTiHdHRZ/lJQNYTYRRQEQEREAEREAEREAEREIF0IBB+WLi1AMt4L730Ul8Kj+UAS6hDFF62EODNy74kdwuRXZ4ICW9efB1ZGp254AfcvXt3t4XAniBE9PqScCwl4i0GgghqIaIsw+4AKwusHNgusp4g6RPLv7FWwGaC5cwkriKxUogwztiOZeIsE2b5eRA4t2kSdhFYWlCwA8C+gqXcmZO1BfHAfStZSs2yavpMH1mWTHuwksAKgeXa8GSpNnYRWFlw3KjAPAgqFkQhf4tkeUFk9aRLQRyKNvNnktzBh0LbsNFgqThcg8jrS7uxf8CzEy9S7Dmi5dW+0//9YVuWh+PLHEQUbw9L5bHWYCk7nsX4Q7MEnHPDEmz2YXk5hWR2LMd+4IEHMuxA8IKmfywNZwl7ELF9OTZLzOkj53ZXCsfFdxRPaY6BJyhJujKXZLGeCMKZL3HnmoA1Ptks58ceBa4q+U8AK5u77rrL7xeuS8YRbA2wWcjq2tpRi/A9x1IBewPuJe4hPNK59zIXLGQYdxifsDjgWNyn+CVHHsXRPtx/jB+MR9gaMBYwLmS2nmB84XhY2eArHERQt7/BMxybBe5ZxgPGZWwRSDCH5y+F97CRwXIBi4ognPv9HiJlfVyN2sIz9eCpjic7zBjDwiTHNtYI2EBg6cB2FOyKGK/weI+4Yr1CW+kXXt0U2goP2EUlCMVuvYFVB8ekYD9BAj6sbhhTaHdYReDJ54LA6+eAMYIxOL6wLQzwjMdyg7ZjZUN/gyDvdhjYeoRJHB/rsHzAZica79ifcWzx4sVucwE3Coko+W6hPvaFJbZNjFe7UjgOhe89vtdIPogH/PaKrCe2R0bv5zcBCcX5TVj1i4AIiIAIiIAIiIAIiECCEEDYRUThRzu+l/xgRvBAjOSHa3YKP6YRdEmCRkE4pA7Eiax+QOND2a1bt50Kxfj44gkZ+eJmJRQjFgb7Axd38TRGnEBQRQxG7CSREQnnKCFy1pMdZRaAsysUI2SEZcfebgQFjoEwg/cyx6Zf+IwixiJGhKha54ignFmcRmyIhGIED8QVxIfIY9MbHP7ccccdhohDwWeU7RCCQyScC7eI84heFMRezgN9zqogbCBw483M/vguI27j94nYjOCBKMs1ECKHXSgOUXxeFVzpP76ebMf/iEH0i4mFSIBBFKXO3BSOiXDCeSI5FYyzEp2TRSiGe4i4d79T/GjxU0WkYiIjEtNyw0v77pwA1yzibojstmCf4KIh3uLch5knZ3ZWG2I/AmSwK3AhtkWLFi7mIjxnLowT0faMr1zX2xOKmeiKhGLus+0JxdQXoopd7KRf3MdM6nEvIj4jiHIfcx/xOSJqJMhmFooRypkYCpGzWY73jGOI1ozjTCJxz3M9M9nHRB6TT3BlOwqe9EyCIE5Hvr0IxSSswzM4EooZ//H/jbZhX0R17ukhQ4ZYWKnAW94XhGLqQ1RFIA+R0n48PIN5zX2UVaE+hHx8lxnveDCOhKhcTx6ItzTff3BjvKN/kVBMfYxjjGdMECK4sy/fKXgU850CV84ZdWQ1PmXVpu29x0QjLPjOiJIKZrWthOKsqOi9giAgobggKOsYIiACIiACIiACIiACIpAABBAOSYJGQiR+zCOcEF27vSjOrJqM0Iz4hbBLQbhE3IzEicz7IPwiLvIjmx/YRM0SYcsP+fiI4uwIxYgBCBkkZkNQiP+hj2jCj3qSuhFpjOiYVcksFAcrCo8o3pmARMQZUYC0E3GYB5FziB2IGggYRCYTERgv3vJZdiOKw9JqCz6hLqIQ8QYrIggRURENSDCH4AFrRHUSpZGILzuFdiCCkGAvLJ23sCzd6tev70IxojRsI6GY+jhXRMAiarAvPImKRZjK7qRCdtqV3W2SSSgmgHD+TgAAQABJREFUQhJhjGu/X79+LvgjTOVWYMouq3TfjuuYyFLE2mAz4GMGAi8R+kSu5ySpICIxdZBIDbGQ6FgiaZnwyVwYjxCm2YeJoR0JxdmNKGY7ksjRl+nTp2cckvsRETp4pHsCTSZvMkesZxaKidRlLN6eUJxReXjBBBPHZrzlu4LxjrGP9xCDKb169fLxn7EqmiTMbkQxrDhHRH6TMJTC5BnfTUTZ8jmTbox3FARumG5vXPeNMv2hDqKfifAmMhs+fE8w3iG4c51EYx7jHOcrmsxhzIMp3yU1gsCek2smUzN2+C/H4dhZFQnFWVHRewVCIFyYKiIgAiIgAiIgAiIgAiIgAmlAIIhtsWAfEAs/iD3BXPiRnqNe4307ceLEDF/N8IMlFiLHdlhHiEZzT0e2DUJZLIg1nrAoCJPb7Jcdj2J2IGESyYvw3Q2CaYa/JT6WJGsKUWDutUlfsyq0l7bwCNHIsRCl+xfPziAeZOwaIupiQaCJBcHPExCR4I4kR3hg4p+Jj2UQIDxxVRBO/pLUj7riPYpJxoYfZmafUA7I+QhChbeNRHIkssITmDrYh3qCWOWez1dddZV7+mY0dCcvgmjiiaZIJojPJomfSJ7H+aQteEzDLP7Be9GDpE54o4bIu50cKX8+xkc0GZLZkagLH+xGjRr5eSRpJOzir6n8IaRa4wlwveNNTII2rvcQqR47++yzY/G+sNk5J0Gc9DGFMRNvWu59xrSsCmMa9eOvzv0VRM1YsMZxz97M2+MHHiKFM8bSMFGVZTI7+hEE39ioUaMyfOGj8YtjMIYx7jAeZb43Q+SvJ9iMEkDijYsPOt7FOypwC5HCMZIC4mGPrzHjJGNQvFczfQuTZdv4qONZHFZa+PdM1E58iBlH4wusGGuCGJwxHgeh2H2J2Y56giCf8VkQin0sjK9jZ6+DrY2PGSSBY1yFFfcmCUa5J+EaP97BKxrveGZcJPlndq6TnbVle5/vqG55FG+Pmt7PbwLMDquIgAiIgAiIgAiIgAiIgAikOAF+8JIcjQRlIYLJM6gH/90c9Zof0sG2whMGRSJAWB68wzryWijmYAiW9CXYXsRCRK0LQVF7eCYpXljSHMucjIl944Vikr1lJRSzHSIDQkKIDHWBlm3DEmRPksc+JFUKNhguvCDeIkblh1CMWIGYECKBYyRG41jBszgWIoo94R5tzW5BeEAAoq0hAjAWohFd1Mnu/tF2Yfm1swnRhs4YsQjWu/IIkYqeABDWOxJlkkUoZjKFewKRjWsx+NPGEI9VCp4A4mSwd/DEagixTCRx/YfVDdkW/4KHbsa5ZH8SnpEwL6sSCcXBiidDKGZMIJla5pIdoTheROReC57hsWDjEAuRrj7pFo153M9MWJFwjcRrUclKKEb03Z5QzFhDYlOuWSY6SDIZfHo9+RvXMAnoEIej4+ZWKOaejheKg0dxhlDMuYs/VrCe8M/imUT93N4z5yNEYrvAjtAfVlDE7r77bk/Yub19tvc+93WIqPYkpLsyzkX7MFaS8JTkgSH6enuH8/clFO8Qjz7MRwKyngijnIoIiIAIiIAIiIAIiIAIpDoBPHWDwOnWE/gihsgyX7rMMtzsliA8eBIzLBFI8kTBdoKlzEGsyLKarKwnWI5PgjaW+kYlO9YT0bY8kwQNOwiWFuO5TP+w1qCwxB9rC9pGcrl4b8x46wmWFeMLTIK5zO2nrySmwheT5eRBOPGEWJFtBl6VvM+y5hAZ6N66JCfKa+sJ6sQWY9q0ab58miXUIaravTax/cC7M7sFxlwDWFzAjiXj9B8P0ZyUICh530kaGCLv3JpiV20V8AbFl5gl4dho4NsZLf+Ob1OI/HNPVxLskZgL+w2SbZFkjOs5UQrX4D333OPWE/h5s3wev1ZsC1QKngC+syFq3u8d/Lm5xvD25prHSmVnhWRrjAHcO1iuHH/88b4/vu6ZC1YHjAlYxGAVwXWMHc6FF17oFi/x22fXeiJ+H2wdsILgHibJG3VwTArjKcngOBZJ2Chh8mWbZHb4yGPhEFYjZGkfw3jH2ECiSsZMkuuFVQe23377uW1DEG/tnHPOcWsN6g9CrnsUYxWxK9YTjB0cL956gvENj2I80hlrsf2gtG3b1m2S6OPObIJ8h/AHNozPJEB95ZVX3MIH6xD6EG8PFG2/vWd8j/Glz6tkdlhgMM5xLSmZ3fao6/1CJZCPIrSqFgEREAEREAEREAEREAERSBACIcFWLPh0ejQx9gxBwP3LUuWdNZUor5CgKBZ+3GZElQXRxZd4YwmRVQkC7jbWE0RbEtFGtFd8yY71REj6FAtiTywIJBm7snSYCF8iBY899thY8eLFM9oWhAa3WyBSNSocP/wA8wdRwkThES2WuRCxHBLJ+XZEo7FkO37JOUvCg3dobMCAAb6snYjFkNwpz6wngoC/jfUEy8GxmyCamPbzHASWbZZ9Z+4D/xN9zbkOgkksiFgxltIHf06vA+uOILTGQhKsrHbd5j0iM2+//XaPqiMaLohIseDTGgvezLEqVarEgs/1Lj2C/3IseIDGbrzxxljw5IwFUWab40b/JEtEMVGZwfc7I+qe6yazJUDUJz0XDAGi1YNvtK8ICBNIsWbNmnmUbFb3feYWcb+ESQyPwMc6h0hxVlVkVRjTiB4Ok0UeUUykb0g6mWXkf1YRxUS7Zi5Eogbf3hjRwRSi+YlKpV2MvdgpROMZVhdh4ifjHqLfo0ePjkXWE0GAjV199dV/iSjmnuPew6aDsSH48brFREikt01zGEdDEr+M4+V1RHG89QT3DPZCUd9oO+Mffd9R4ZzCi7YzrrFqpm/fvrGQONTrIqqYz3dW6CsWR1hVhMSt/r0T/Nm9nl0d6xgrg0AcwwIkTAD698eO2qGI4h3R0Wf5SUDWE/lJV3WLgAiIgAiIgAiIgAiIQAIQQMBAIMDHF8sBvDrxgNyVglga+a/yIx4RJURQbiPextfLMm28Pdk28ihmeTRCa3zZnlAcv12ICvNl0QjDkSVDVAfLyVmajRAQiQssV0YgjRdC460nEFkij96onugZT9ConpCIzEXbeGYIGQgJ+AbDFKGYZeaZl6WzVHpXPIojoRgvTQriLMIwYkPULuwnpgf/5O0JXgjyCN54KSMC4R2K0I4wG9VBm+GJF3JWhWuH84VIAy+EdQT7yy+/PIZwghUG/ccvdVceXBOw4/qEHcvbsyrJJBRjT4A9AIzpl0rhE1ixYkUsROC7gI/1Dv633AtMfu2oMDHGttEEDec0JIPMEGPj92Ws4n4MUb3bWE9kFlzZJ7NQjKjMfZq5YH0TIk+9rZk/Y6IKmwuEy+h+xh8ZgZjCfTtmzJhYSLLpn3NNct9GY0pUH+MjFhuM5dTDeI39xPLly6NN/JkxAl/z6FiRUBw/ucMYmdmjmH3ix04qY1zJbD0RLxQzbsI5Gu/wgcdmCJ/y+O+EqIG8xz4cmwm7EKns/sNMsF1//fUxJgiidjMWcuztTeAwnjKpBoPmzZv7dwRjfTRBuivjHPswVvLgXDNZEVaJRM3P8llCcZZY9GYBEJD1RBgtVERABERABERABERABEQgVQmEH8MWfvD7MuLx48f7EujTTjvNgni5jSVDdvsfBBcLUbQWfjhb+LHvy/7Dj2m7+eabLUQs/6WaIGZYiKqz8MPcLSHCj38LkWKedT5+4yAU+5JurCooQfAwrBWwkIhsDVj6G6LB7NBDD3W7CJYhx9tKYIcxduxYmzBhgoVIPGN5OMuMsW8gyz0FqwUsKSjYboQIYwuRyL4s2d8Mf4KQ4svNg8Dgb9EGlmFnXq4+fPhwC0mkjDZjXREikL1ubCriy9///ncLEYD+VhBtDAZBFPmL3UXwVbYgYritBm2DaUie58vEsdoIyaQsiBfGOaCw3Bz22F2wNDveyoNl52z/SLDFCOK5n4Pg3exL6EOCNQsCitfBcnqsN+DdsmXLbepgA+wlWOaOtQesQ7Ss23CwfxC7LIgqubKeoF/UyzkN/tne16ysJ7ACCSKchQhJt54I0ZMWBDwLEX8WIiC9L4nwB1sOrCZY7k6buYb5X6VwCWAVgxVIiCz2cxOERb+3uK+59oJ4nGUDsRzAsgJ7BM4nBTsGxk/GDWxT4gs2FyEJpQWB2e8lxiCuAe7T+BJZT4QofQsTLxYiXn1cCEJu/GaG9QVjFnUwjsSPd0EY9fsyJAi14GFu/M+9jRVQEIUtCMDeDqx5wooAt2wIEcFu98DxohJZQIToW7e2oE+MOxwbu4qoBD9xC8K0W/LwXhBkjTEyTCBFm1gQhH3sxeIHBhR4YSERb78C/+i4kfUE4znWExwzaGG+DyyxxAgRvs66Y8eObp/BWBzE14zjMmYHz3gLk03+fYetA+MD4wvtwJIDHhTsR0JSVz+HYdLM34v/g51RSCzq1iGMjTCDF9cBlj3x5yB+v529pk8Uvs/CSgofdzlP2yshytvChKW3n7Z36tTJTj31VG9PZPWxvX31vgjkhoCE4tzQ074iIAIiIAIiIAIiIAIikOAEQlSp+2bi5RqigV3kxVuSH+XBpiHHrUcYRKzDhzMSdREs+SHOD9kQ3ebCHT/s8ZUNyZHcs5Uf2JSQdMnwiUQURBDgBzPlk08+8R/uCJIUBFEEXeqLCj/4ES35wU37EYFDtG/0sQvXCEGIt3iF8gOfdiHKRsII/rHBpsLw+wyWCS6gIiQ3aNDAhSB8OPHkfOGFF1ycQXxBkEDsQKRo2rSp+3EuXbrURVj8PEPknvcZAQJPZEQW2ojAjFBBG4L1h7cTMRYxONh//MVrE3EiRKD6dnhXIsoiPkcMEK0QmTlm5MeMSBqWoLvoEKLvXJyCNZ6qISLNEHc43yGJlfcDwR5BGtE98pmGIaIPbUK4QITAl5N63nnnHfdEDYm83FMT/1Paw/HxEUXwyU2BE8IJ/UCgwr8zK9EuRIz7OYmEecRkPIoR6xNNKMbDG6GYew8hEsFfpfAJcK0hhnIvcv0z9nAvIhri151VQfjkHkAQDRYEvkmwDvBJKMYyJoW4FrlmmZzh+kS0RZSmIKKGFRx+DMZJHmyLUIxvLvcivsOMxUxaRfe/7xz+4OHLOBBN7uGtyz0SFfzKEZCZBORe5D5HKGbsYaxGIMYvGZGT4zKecE3Sh2BL4/c67Ubgxgd97ty5XjX+7WzHeMVYzv3H5BDjL2MfhXETwZxxh7EUb2HaAy/GMiaqKIwZMI/3FmZcZaKJ/o8YMcK3CysUXBzm2BQm+zhPI0eO9IlG3mOsggHe7GzH5Bj9pE30lTGJcYy2ReI83yl4hYfIbqrw88V4z5jH9wjtYgxi7Oc7i8lNeDDeMyka7EacE+M8E69sm9vC+Waya0eCL6I3k0wI4JwD+kWbOd9ZTabltk3aXwQyCITBUkUEREAEREAEREAEREAERCBFCYSIUPd/ZdkxnrQh4taXW4cf6rvUYzwygwjpVgbhR4Uv58XDF3sGlkhjQ8Fy6fDjPhaEFLc5iPcNDoKtW1fgHxyE34w2sGS7YcOGGcuDgwgcCyJnLAitGduESC+vMwi5vkyaZcXxBT9elv2zRJglviHS7i/Li/H2DKJQjDYH4cQ9OVlaHsSUWEj0FAuikfcvCD5eB31kuyDwuCdvEK9jtJ1l2nhNwjTigAVDiHTzZc/sjzcwNg0s0Y62wa4BiwyWnmcuQQTO2C4IszH8lGEQlSCIxIIgFDv55JMztqNtHBefYPxTgwDvPpgcjzqwPmA5dlRYAh4i9GLYVkRtCsKH25KE6Dr3ecayI4jdfk5D9Jwv/6YtQRyOqvFl3iwfz6tHELm8zowDZHqBN2n//v1jYXIho91BDIqFqMRMWxbuvyzjD1GdGVYFeC+rJA4BLGpClKrbpjAGhCh79/HdUQvxB8aLnDE0umfwA8ZSIUTO+njHPY0NBF660TbRM/dkEPdiQUDOsIlhXMbzmzEk2g6LhMwFS4gwgeLbYRuBJ3t8wa89sowIqwPcQiL6HFuNIDK6JU50DDxyQzJRHydpb5jUcEubMOHilg3RdmHyxX10uZbpO/damCBy/2LGHLZjnGWMZ8wLorLbSzAGM5bihx/Vhdc73xnxBYsZvH/jxyHGL6xy4i0h8LiP+hfVx5iElQPfA4ynnBcYcT5pZ5h03GYswYoD7+YgHGe0KQitPm5i8cN5ZL8gHnu9jPVh0jMWJnu2qYcxqqDGO1jxfRddT/SN8RnbjHg+8Uz1WgTyioAiisNooyICIiACIiACIiACIiACqUogiITG8maipLAZIOK2bbApyE0hSpaoMaLniHYiIo5CpBXRV9gwEDFFpBZRlSHBk3/O+0Smsg1LeoncJQqOyFai1YgYJpKVQtQq2xBFRVQbUcFE0rJMmb5QiPgiCo16sMFYtmyZR7FRB9sHEcKje33j//vDMmai4ogYjqJyib7DlgE+Qaz2SGXaFDxDPQqNKDMKkXx8znb0hQg6lk8TXU1UGwXLCNpN1BuciNAjmi9ats6yZSLdgjBhQQDxCF4i+ug7bcKCIypYRhClTfRcFBXN8WAevJf9HET1RvtEz0Qkwyd4EHubiV6jEMlH5BzRd0HQ97qiJdl8HkQgf/CathK1RxuIqCaauiALUZcrgs0G/IkGhBHvRYXzQFQ5fSWikfbxXJgFlkSpck3AOQjFHsFemG3Ssf+fANc/1xRWMEQXc59znxBxyhgQ2RkEwSXjPuA+ZnwiQpYo4GjVAxHwjD1ECRPVzvjHSgXuZ44RxD2PVOY+5trEhoIxhHucFQ88iPiPCmNLmKzyKFdeB69gt8BhdQXjJNHJ1EF9jD/YnFAXqzawdejSpYuFSSQfe6iTMZEoWKLuQ6I8w36DQiQ1YxfjMGMQ9zh9YUwguherIgpjAeM1qz9oC31klQHHxBaBwvtEVQfPXbceIpIamwkYRcdjfKVfRDPTdvoSJn48apfxmDZS+M6gD507d7aQKNOPS4Qy4yJ95BxE3zW+Q9wfIo3Zh+hwGMSvMiAKmP04f0ResxKGcxqVaAUF/2NRxPcNdWATRP8LssCF1SBRNDhWHPGF7zssNTh/XHfwjI/Ujt9Wr0VgVwlIKN5VctpPBERABERABERABERABJKAQEhU5iIIgi0ewggGeHLmtiACICgguvLjG49Ilv0isCAw8gMbSwTEEo4ZibeIpLQDIZX9ESsRnVk6TJ0IOQgUkSclP9qxkKAuxIf777/ffXMRYxDiQoSci7Mcnz4iACB+hKhfF0gz/4hGWEV0vO+++/yZtiLehKg09/plOXmIEs6wXUCQRUBBIGFbtqN+BBssJhCaEAax9UAAQXShf4jxiCkIUgjS9IkCH46HAM7+8MBSAp9R+oRgQ6Ef8IATIgtCbbQ8nvpggfcoXtGIKYhCHIMlyTWC7yZiAoILQkJWS6VZdk774ImQTdtpGw+OjbBM2xCp4Y/YU9AFpkwyIBAhoLD8nXYiKPGMOIaww6QCth9cI4hfhVkQikPiP/fJ5vxhWcD1oZI4BBhjsJHg3g6RwC4qcp1jo4Dgub2ClzDjFWIxE0DUE90zTFZwDSKqcm8hQiPIIo4iEjMuMFZhB4MVBBN4XM9cy9yzUT1cz9H9ztiHUIj1BOMhYynXFNc7tj0IiowZvMaT9+xgccG4m9mWAJ9fBGDaz9jBvcPEE2Io4100rjAB92iwiKBtjM2MA9THeIc3LmzwLMdag7GHMTcaa7BwYGxlMo++Mx4xlsGIPsICX2HGRfqCSM53B+1hvKX/FLZlYoq+INyzH4UxgO1pI98VjHXswzPsEYk5fwip2ytMJPJ9yHnH1gFOUT1wZeKJsQ5rJNrJOF3QBX99JsTgzPUBn+g7kfMBDyYMmJBEoOe8852kIgJ5SUBCcV7SVF0iIAIiIAIiIAIiIAIikEAEEAQQQkiQhNDHD3WSliEs5EXhxzU/ZvGaRCDDz5PoLfyAEUWIeuLHbfSjHFGBKCjEWx5svyJE3hEZh3jAj3YeFOqh8MOYqD325RgIsxyXB0Ix2yEY8GOaH/4cGyElLOl2ASKzSMr2HA+RhehUBGwER9qLmMO+FIQOBB88fRFAEIqpHyGH6DVEBV4j0iJiEulLm+BMVCv9JCoMwYW2Re3gNYX+U8f/sHce4FEVbRT+SEJCCEmA0HtvUqUrSBGl915FQECKgAJiBfkFUaQqXaT3XlSa0gXpVemBEDqEEggQQvjnTNiwaZtNskm2nHmeZe/eMnfmnbs37LnfnA/7oR9oD9oGcQIMMHZgh8hBeICiXcbRjmgb2KN9Bn6oFwIvzg/xAO0zCM/YZlzADOdF+8ABdaBO9AEMcSzOCfY4v2FcjOtI7GXwgxgF9ojUxFihHQaWWIZ4hohAcMqjrhG0PTkL2ovkghDLUODzCuGYxboI4LuGB1R4YATREt8HPFyCByzEXlxXkQu+G/jO4buOh1J44XuKaw/fZdyrcI/AdYprFvcVfIfwXUeEKx404XuG7xzesR/2x7lwftSFzzgGL9wb8N2EV6/hmodwiPsCPuMehfsFvu8QdBHdG524ifYiohb3WtxzcR/B/Q73SHy/8f1BQd04H/qI7x5EW3yfcL9D3WgPvoe450DIRDvQN3zvwAD3QjDB+fDdxPHoFwrai/sIOKGfuJfjPFgGFxTcG/HCvQd1om5Df3Be/J1B9DGOBT8UtAkvMMAxYB5TwZhDWDfc01EPHm6ibYZ+og60E+dOjoLZE2gjxgnXh4Ef2gI2uFZwLeEF5hhHU31Ojj7wnLZPgEKx7Y8he0ACJEACJEACJEACJEACUQjgRzx+EE+fPl1GjRqlo0O7dOmiEwvhh39iFPwQx3mNp/3iPBBYDGKApc+Lc0I0QP2ITIPQEpcCAQI/tA1CTEzH4gd7coilxu2JqQ1YD8EDJb6iATgahGIIXvGtx7i9jrgMoRhWAYgKhACHaFA8qGGxPgJ4UIJkaYhURSQsIlgRZQu7FgivsRUIoxDvcN8xFHw2CLiGdZZ+h4iIF8RNw8Mjc86B+zC+58btNec4a9wHY4f7cUL6gvsdHlDibwbE5tj+BlgjB7Qppr8L1tpetsv6CVAotv4xYgtJgARIgARIgARIgARIIM4EICRsU162Knmd9kuF+IEM7vC+jIu4EJcT4wcrSmRBNTF/yKJuiDM4Z3x+6OPY+BwXFy5JsW9M7M09t4Ej3hG1FnkMza3H0fdDRGXPnj21PQGiu2E7gSh+FuskAKFQJS3TkcWI3IWNgUrcqG1hYosqxXcFr8j3D6xLzO8P7lmGc0Q+tynKMbXX1DHWug0MUOLS/8h9MXDE+ugiyCPvz88k4CgEKBQ7ykiznyRAAiRAAiRAAiRAAg5FANNq4Y+7ZMkS7ac5ePBgwQviR2KKGA4FmZ0lgUgEMDW+W7dusnHjRj1lf8iQIdK7d+9Ie/GjNRGARzjEYngHQ+iH/UTr1q11wsm4zlCwpn6xLSRAAiQQHwIUiuNDjceQAAmQAAmQAAmQAAmQgJUTgO3El19+qRMPYcrxyJEj9ZR4K282m0cCNk0AQjGS6m3ZskXbF+DhDCKMWayXAKKKT58+LWPGjNGJHRFdiiRviAaHNy8LCZAACTgSAQrFjjTa7CsJkAAJkAAJkAAJkIDDEECG+84qc/yhQ4ekePHigshGZHRnIQESSDwCSOTVvn17+euvv6RgwYI6kR2SpLFYNwFY9cBXevny5ToRIRK9QeCHZzESnKEY7B70B/5DAiRAAnZKgEKxnQ4su0UCJEACJEACJEACJODYBLZv3y6dOnXSGeJbtWol77//vrz11luODYW9J4FEJgChGLYFO3bskGLFisknn3wiSCLJYv0ELl++LJs2bZIffvhBrl69KmXKlJFevXppsdjV1dX6O8AWkgAJkIAFCFAotgBEVkECJEACJEACJEACJEAC1kIAUW++vr56CvWwYcN04joksatfv74UKVLEWprJdpCAXRK4du2aNG/eXPbs2SOlSpWSAQMGaCsKu+ysHXbqwoULMmvWLFmzZo2cOnVKGjdurMevRo0a4uHhYYc9ZpdIgARIICIBCsURefATCZAACZAACZAACZAACdg0AQjFW7dulaVLl+rkTCVLlpRRo0ZJ2bJldSI7m+4cG08CVk7gypUr0rRpU9m/f7+UK1dO+vXrJx06dLDyVrN5BgLPnz+Xw4cPy8KFC2Xu3LlaHK5evbp8+OGHUr58eYF/MQsJkAAJ2DMBCsX2PLrsGwmQAAmQAAmQAAmQgMMRgFCMiLjZs2fLzp07pW7duvLLL79ItmzZHI4FO0wCSU3Az89PC8XwBq9cubIgmr9t27ZJ3QyeL4EEdu3aJRMmTJCNGzeKk5OT9ppu0qSJnpVBsTiBcHk4CZCAVROgUGzVw8PGkQAJkAAJkAAJkAAJkEDcCXzxxRdaHA4KCtKJtcaNGyfu7u5xr4hHkAAJxIkArAtgPXHkyBGpWrWq9OnTR+ARzmJbBO7cuaNnZkyePFn+/vtv7TeNZKBITJgxY0bb6gxbSwIkQAJxIEChOA6wuCsJkAAJkAAJkAAJkAAJWDsBiMM9evSQ+fPnS6FChaRz587y6aef6qg4a28720cCtk4AvrZt2rSRo0ePSs2aNXUyNAjHLLZH4O7duzJ9+nR9Lz158qSOEB86dKhUqFBB0qZNa3sdYotJgARIwAwCFIrNgMRdSIAESIAESIAESIAESMAWCISEhMi5c+d0Aq0NGzZI7dq1pV27dtojFdOnWUiABBKXwIkTJ/R37vjx4/r717NnT4FlAYvtEQgNDRVYiKxbt05++uknefr0qTRr1ky6d++uo8XRI1j9pEiRwvY6xxaTAAmQQAwEKBTHAIarSYAESIAESIAESIAESMDWCCAC7sCBA/L111/LwYMHpVOnTnrae61atRhRbGuDyfbaJAEkQsP37t9//5X69etrq4KGDRvaZF/YaJFHjx7pe+mPP/4oe/bskVSpUsn777+vxeLs2bNTJOZFQgIkYHcEKBTb3ZCyQyRAAiRAAiRAAiRAAo5KAIm0/vrrLxkzZoxcvHhRRxYjmrF06dIUih31omC/k4wAokv379+vhcQzZ85Io0aNpGvXrlKvXr0kawNPZHkC9+/fl99//12WLFkia9eulZIlS+qocczWyJEjh+VPyBpJgARIIBkJUChORvg8NQmQAAmQAAmQAAmQAAlYkgCiGFeuXCkzZsyQhw8fyogRI3RUI8QMTo+2JGnWRQJRCTx79kz27dsn3bp1EyS1a9q0qfYIr1OnTtSducamCNy4cUOLxJMmTRJ/f3/Jly+f9OvXTzC2Pj4+NtUXNpYESIAETBGgUGyKDreRAAmQAAmQAAmQAAmQgA0R+Oeff2T27Nk68s3NzU2mTp0q7777rri7u9tQL9hUErBNAk+ePJG9e/cKfIkvXbokSGL33nvvyTvvvGObHWKrIxCA+I/766JFi8TX11dat26trX3efvttSZMmTYR9+YEESIAEbJUAhWJbHTm2mwRIgARIgARIgARIgAQiEfjzzz9lwoQJ8scffwj8M5cuXSoVKlSItBc/kgAJJAYB+Nnu3r1b+vTpI1euXNFCYocOHaRmzZqJcTrWmcQEEDEOsXjatGmycOFCefz4sdSoUUN7wpcoUUJSpkyZxC3i6UiABEjA8gQoFFueKWskARIgARIgARIgARIggWQhsGrVKhk+fLgcPXpUSpUqJYsXL5bChQsnS1t4UhJwNALwsoVQ/NFHHwmsCuBhi1e1atUcDYVd9/e3336TWbNmyYoVKyRDhgwyaNAgbfHz2muv2XW/2TkSIAHHIECh2DHGmb0kARIgARIgARIgARJwAAKYFj1w4EAd6VarVi0ZO3as5M+f3wF6zi6SQPITCAgIkJ07d8rHH38st2/flo4dO0qbNm2kSpUqyd84tsBiBK5fv64fCIwaNUqOHTsmxYoV077U3bt3Z1SxxSizIhIggeQiQKE4ucjzvCRAAiRAAiRAAiRAAiRgYQKwnYBQjCi3Jk2ayOeffy45c+a08FlYHQmQQHQEbt26Jdu3b9cRpvfu3dOJ7Fq1aiWVK1eObneus2ECFy9e1FHFa9euFSQRhQ9179699UMBT09PG+4Zm04CJODoBCgUO/oVwP6TAAmQAAmQAAmQAAnYPIEXL17Iw4cPZcyYMfLNN9/oCLe2bdvqKLcsWbLYfP/YARKwBQKINN26dasMGTJEfx+7du0qLVq0oE+4LQxeHNsYEhIihw8fluXLl8vkyZN1wtC6detqsZi+8HGEyd1JgASsigCFYqsaDjaGBEiABEiABEiABEiABOJO4OnTp4IIt59++kkmTZqkPVEx7R1RxT4+PnGvkEeQAAnEmYC/v7/89ddf8uWXX2r7F1gRNG3aVMqVKxfnuniA9RNAcjt4UkMoxjvE427duukkhsWLFxcnJyfr7wRbSAIkQAKRCFAojgSEH0mABEiABEiABEiABEjA1ggEBgbKgQMHZNq0abJkyRIdxdilSxdOg7a1gWR7bZrApUuXZMuWLTJ06FCBiPjhhx9K48aNpUyZMjbdLzY+ZgJIYLhp0yZtQ4GxL126tH5A16FDB8mVK1fMB3ILCZAACVgpAQrFVjowbBYJkAAJkAAJkAAJkAAJmEvgzp07smHDBi1WIKKxZ8+e0qNHDylcuLCkSpXK3Gq4HwmQQAIIXLhwQTZv3izDhw+X0NBQ6dOnjzRs2FBKliyZgFp5qLUTwEOB+fPn68hiJLcrUKCAfPXVV1KjRg3JnDmztTef7SMBEiCBCAQoFEfAwQ8kQAIkQAIkQAIkQAIkYHsEbt68KXPnztVixdGjR2XYsGHSt29fSZs2Lac/295wssU2SuDs2bOyceNGGTFihP7e9e/fX+rVqyevvfaajfaIzTZFAN7wKVKk0LucOnVKli1bJjNmzBAkNYTtT8uWLaV+/fri5uZmqhpuIwESIAGrIkCh2KqGg40hARIgARIgARIgARIggVcEIETghWIQJF5tfbUOU97Hjx+vhYpr165pr+JevXoZ78plEiCBRCbw33//yR9//CHff/+9Fgc//vhjqVOnjhQpUiSRz8zqk5tAcHCwnDt3TkaPHi3r16/X1iNIZDh48GDJkyePuLq6JncTeX4SIAESMIsAhWKzMHEnEiABEiABEiABEiABEkg6AhCHkaAOU9kRIQyR2NvbW4tPiE6DnQReWM6UKZOcPHlSRo0aJTt27NDrpkyZopNoJV2LeSYSIIETJ07Ib7/9JmPGjJHUqVPLoEGD5N1335WCBQsSjgMQePTokX5QgMjipUuXSt68eXVyu7Zt2+plIDCOQnYAJOwiCZCADRKgUGyDg8YmkwAJkAAJkAAJkAAJ2DcBiAmIUIPwC0uJoKAgLRRDfDK83N3d9XLGjBkFEcXz5s2T8+fPCz4PGDBAC8XPnz/XwoSTk5OeCg/BGcuGAvHZy8vL8JHvJEACCSCAhzrr1q3T0f34Xg0ZMkRq1aol+fLlS0CtPNSWCGBGB/ziv/vuO/H399f+1LAgad68uaRMmdKWusK2kgAJOCgBCsUOOvDsNgmQAAmQAAmQAAmQgPUT2LZtmwwdOlTgfwnhGCKvi4uLjjA2iL/4jG13797VUcgQIzJkyCDp0qXTwgSijj08PMIFZgjNBsG4adOm2kPT+kmwhSRg/QQOHjwoa9eu1dYv6dOnly+++EInNIP1AIvjEMADOyS3W716tSDKvEGDBtKxY0dtQ4L7LwsJkAAJWDMBCsXWPDpsGwmQAAmQAAmQAAmQgEMT2L9/v3z77bc6svjevXvxZgFh2GBX4ezsrKOOixUrJu+99540bNgw3vXyQBIggVcE9u3bp8VBWL8gsv/rr7+WatWqSc6cOV/txCW7JxASEiLHjx/XYjFmeuBhXdWqVXWC0XLlyjGy2O6vAHaQBGybAIVi2x4/tp4ESIAESIAESIAESMCOCZw5c0YWLFgga9as0V7FCekqxGJDYryiRYtKjx49pHbt2ky0lRCoPJYEjAjs2bNHVq1aJdOmTZOsWbPKN998owXCbNmyGe3FRUchAOsgXAu///67nsXRt29fadKkiZQuXVp/dhQO7CcJkIBtEaBQbFvjxdaSAAmQAAmQAAmQAAk4EIHr16/LX3/9Jb/++qv8+eefFus5ohzHjh0rJUqUYHSbxaiyIkcnsGvXLlmxYoXMnDlTcuTIoWcDvPnmm5I5c2ZHR+OQ/Ycd0O7du2XixImCawNe1fAqxkM6PjxwyEuCnSYBmyBAodgmhomNJAESIAESIAESIAEScEQCSGJ3+vRpGT16tCxatCjBCBBVDI/Mdu3aaR9VTIlmIQESsAwBeIovX75cZs+eLXmULzESmlWuXFl7hlvmDKzF1gjgHo6o4jlz5uhZIeXLl5cvv/xSKlWqJJkyZbK17rC9JEACDkCAQrEDDDK7SAIkQAIkQAIkQAIkYLsEkKhuyJAhMm7cuAR3Aj7FEK5atmwpXbt2FVdX1wTXyQpIgATCCCDqf8mSJdqbtkCBAvLDDz9IxYoVdWJJMnJMArD7gV/xunXrZPz48fL48WOpV6+edO/eXWrVquWYUNhrEiABqyZAodiqh4eNIwESIAESIAESIAESIAHRghOS2gUGBiYIR5o0aaR3797SrFkzKVOmDG0nEkSTB5NARAKbNm2SxYsX6+j/woULy5gxYwQRpF5eXhF35CeHIvD06VM5ePCgtvuBBQVK586d5f3335f8+fOLi4uLQ/FgZ0mABKybAIVi6x4fto4ESIAESIAESIAESIAEZN68eTJlyhQdmfbw4cN4E/Hx8ZHJkydL48aNdTQxrChYSIAELEPgjz/+kIULF8rSpUvltdde0xGkZcuWFQ8PD8ucgLXYLIF79+5pn3lcHytXrpRixYpJ69atpUuXLtrP2mY7xoaTAAnYHQEKxXY3pOwQCZAACZAACZAACZCAvRFApCI8ijds2CBIcBef4u7urqfBYzo8ohxZSIAELEtg/fr12nYCCe1KlSqlfcARuQ/LFxYSuHnzpqxZs0Y/9Lt06ZL2se7Xr5/UqVOHfsW8PEiABKyGAIViqxkKNoQESIAESIAESIAESIAEoidw7Ngx+e2332TmzJly/vz56HeKZW3p0qWlQYMG8sEHH0iuXLli2ZubSYAE4kpg9erVOvofYuDrr7+uBcGSJUvS4iWuIO14f9y/8dBv/vz5+l7etGlT7RkP32JGntvxwLNrJGBDBCgU29BgsakkQAIkQAIkQAIkQAKOSeDWrVuyc+dOGTZsmLafiA8FQwK7SpUqibe3d3yq4DEkQAImCCCSeM6cOYLI4goVKsj06dOlePHi4uTkZOIobnIkAqGhoXL58mWZNGmStimBlVD16tV1wlJEoWPmBwsJkAAJJCcBCsXJSZ/nJgESIAESIAESIAESIAEzCLx48UIQVdy3b18tGJtxSIRdMPV90KBB8uGHH+opzs7OzhG28wMJkEDCCSxZskRmz56tLWIqV66sZwAULVo04RWzBrsggPu4wRd+8+bNMmvWLFm2bJnAOx5JRjHjA1YlLCRAAiSQnAQoFCcnfZ6bBEiABEiABEiABEiABMwkgKjiXr166URIEBzwMqcgQq1gwYI6Yq1t27bmHMJ9SIAE4kEAlgKwh/nzzz/lzTff1KJxgQIF4lETD7F3AgEBAfL333/LyJEj5ciRI5IvXz7p2rWrTm7HGR/2PvrsHwlYNwEKxdY9PmwdCZAACZAACZAACZAACWgCmKIM64nly5eLv7+/PH/+3CwyOXLk0MmSunTpIohyZCEBEkgcAvPmzdNC8fbt26Vq1aoyd+5cnbAscc7GWm2dAO7jsCpZtWqVFovffvtt6d69u9SqVYv2QLY+uGw/CdgwAQrFNjx4bDoJkAAJkAAJkAAJkIDjEHj06JEWFeCDunv3bnn69KlZnS9fvry2rKhWrRqT2JlFjDuRQPwIwHYCvsR79uwRfN8WLlwo2bJli19lPMruCTx79kz+/fdfWbx4sUycOFHc3Nzk3XfflYEDB0q5cuXsvv/sIAmQgHUSoFBsnePCVpEACZAACZAACZAACZBABAJPnjyRrVu3CoRiTHEPCgqKsD2mD82bN5cxY8ZI7ty5Y9qF60mABCxAALYTU6dOlQMHDkiNGjUEnsUZM2a0QM2swl4JQCzGgz88YEAkenBwsHTr1k2QfPT111+3126zXyRAAlZMgEKxFQ8Om0YCJEACJEACJEACJEACBgIhISFy7tw5LRSPGjVKYEVhqri4uEj69Om17yV8MFlIgAQSl8C0adNkypQpcvToUYGNAGxi0qZNm7gnZe02T+DevXv6ISAeNCDJ3WuvvSaNGzfWfsU5c+a0+f6xAyRAArZFgEKxbY0XW0sCJEACJEACJEACJOCgBJC8DtFniCju2bOnPHjwwCQJLy8vLVa1atVKWrduLSlSpDC5PzeSAAkkjMDkyZMFr5MnT2oLgWXLlgm+hywkEBsBWAktWLBAe1wfPnxYJ7f79NNPpWbNmpI9e/bYDud2EiABErAYAQrFFkPJikiABEiABEiABEiABEgg8QnAfqJHjx5y9uxZkyfLkCGDDB48WBo0aCBFihShUGySFjeSQMIJ/PTTTzJp0iQ5ffq01KtXT3vPenp6Jrxi1mC3BPAA0PAQ78yZM7JmzRptX3L9+nWdhBQP+ho2bCipU6e2WwbsGAmQgHURoFBsXePB1pAACZAACZAACZAACZCASQJHjhyRL774Qvbu3SsBAQEx7ps3b16ZMWOGjkgzCBEx7swNJEACCSYwfvx4LRTDIqZRo0Yyf/58oVCcYKwOVcGFCxcE1kLr1q2TwMBAadGihQwYMEAKFSok7u7uDsWCnSUBEkgeAhSKk4c7z0oCJEACJEACJEACJEAC8SIAEQpRixs3bpT//vsv2jrgTYwpyyNGjNACQ7Q7cSUJkIBFCSBpJL6bvr6+0rRpU5kzZw6FYosStv/KkLR006ZNsnTpUlm4cKHkypVLOnToIJ06deK93P6Hnz0kAasgQKHYKoaBjSABEiABEiABEiABEiAB8whcvXpV1q5dK0uWLJFt27ZFe1DVqlW1UNWxY0eBBQULCZBA4hP44Ycf5OeffxZ8R5s1a6b9ZhlRnPjc7e0Mt2/flg0bNgiSkF66dEkKFiwoAwcO1NcULSjsbbTZHxKwPgIUiq1vTNgiEiABByTw/F6APPO/JE4enuKSLYc4uaVyQArssrkEQp88luDzp8U5XQZJqa4XFhIgAccicP/+fTl48KC2lVi8eHG0ne/evbt07txZSpUqRW/LaAlxJQlYnsB3330n8Cm+c+eONG/eXKZPny5p0qSx/IlYo90TOH/+vCAZIl6wG6pbt660b99emjRpQgsKux99dpAEkpeAXQnFQXt3yI3RX2minm83kAy9BiWIbvBlX7nSv7P4dOkrXvVbJKiuhzs2y60J3+o6Mvb9XNJUr62Xb3w7WIIO/yNe7zYWnx4fJ+gcPDhpCTja2N1dPEvuLZstzl5pJefMVZLCySkCcFPbTW2LUIkZH0JuXJXLvdqasaeIU0o3cfLyVq+04uKTUdxLlJFUpcqJa868Zh1vvFOw3wW5MuB941VmLxt/540PCj5/Ru5MHytPTh2X5wG3jTeJs08mSVWyrHg3aSOpX68UYVtyfXC0az65OJs6b9ChvXJ39iR5fPywSMgzvatTGi9J16mnpG3TJTwZiqk6uI0ESMD2CTx//lxu3rwpo0ePlnHjxkXpEGwnvv76ay0UI5rRKdLf7CgHcAUJkIBFCHz77bcyceJE7S3bsmVLmTx5MoVii5B1vEqePXsmp06d0vYl8LrGfbxKlSrSv39/KVdO/Z5xdXU8KOwxCZBAkhCwK6H4eeAD8W1SRST4qYrKSyN5Vu8Sp1TxN3y/9fMoub9klrjmLyy5Zq9N0IBAcH58cI+uI9uYmZK6gmqnKn7vNZLgC6fF482aknXUFL2O/9gGAUcbuzszJ2qBCqOT/68TkiJlyggDZWq7qW0RKjHjQ/CVy+LXppYZe8a8i0vWHJK29fvi1aCF2ZG7wRfOqO9rw5grNbHFp+cnkq599/A9QtU96u6vP8vdxb+KPA8JXx/TQspc+ST7zwvEJV36mHZJkvWOds0nCdQ4nuTa573l0c4t0R7lWbeZZP78u2i3cSUJkIB9Evjxxx9l8ODB8uLFi/AOenl5ScmSJeXLL7+U2rXDAhPCN3KBBEggUQl88803Wih++vSpQChGdDEjihMVud1Xvn37dpk9e7a2G0JnMVsEUcUVK1a0+76zgyRAAslDwK6EYiC8MeJTCdywWtPMNGSkigRuHi+yocHBcrFpVQl9cE8fn2PqEkn1Wul41RV8xU8JW+/oYyFQ5V6yJTzqi8JLvJBaxUGONnaxib2mtpvaFtfBNBaKXbLl1GJvtHWEvpDngfcl9P5dCVaWDk//Ox5FlHVKm14yDRouad4K+35GW8/LlcZCMSKU07YxP7oYEcHG9w/j+xSqR/Rw6jdr6EjnF0+C5Om5U/LkxBF5fudmeJOyfj9NPN6oHv45ORYc7ZpPDsamzom/S771K8iLkBD14OEDcS9dQZ6eOSl3po0VCX2uD80+aaG4q0h0FhIgAccgMHfuXEEEIzwsg9U9AqVQoULSuHFjnfioePHijgGCvSQBKyGASP4JEybohzetW7fWEf8Uiq1kcGy0GQ8ePJB9+/bpa2nHjh2SNWtWbWvSs2dPyZkzJ2eM2Oi4stkkYM0E7E4ofnL8kPi/nJbuVqyU5Jy2NF78H2xaKzf/98q6wrNuUxWpNSpedd2e8qPcWzhDH5v+gwGSXk0RNhRrFl4QoX1v0UzxrNNYXFVEo6MUc/ttzWOXGGMVm9hrarupbXFtq7FQ7N28g2TsH2Y3E1s9oUFBEnRgt9xd9Ks8PXEowu5p232grV8i22kY72QsFGP/DB8ONN5s9vL9tUvl1kuLHBzkrSKbYW/jlNojQh0vVKRx4Ob1cnfBdHl28bxQKI6AxyE/PFEPO/y7t5DMw8aJ59v1whncW7lAbo8brj971KwnWb+JOg09fGcukAAJ2BWBjRs3ag/UnTt3yq1bt3Tf3nnnHfnoo4+kcuXK4uPjY1f9ZWdIwNoJfPHFF1ooTqlm3kEoHjNmjHh4RPw/nrX3ge2zPgKYNQIbE0QWHzhwQEqXLi2ffvqpIGlp9uzZra/BbBEJkIBNE7A7oRijcaljfSWsnNMDk2v2OmUdUSjOg+Tfq508OX7w1XGubpJXWVk4e3q9WmfGEiK/fJu9JaF37yjDVGfJs3K79ko1HGqtYiP+GF0b0lOC/t5mFQKVgVdiv8el39Y6donNKKb6TYnBprbFVF9M6+MrFBvXF7Rvl9wY+VmEiF0Ithn7DDHeLcKyJYRiXF++jd6QUJW4DsW75XuS8aPPI5wn8gccA/91t3wFxSVztsibk/Qzr/kkxR3lZC9CQ+XZlUtRPLbxUMG3cRUdPe9asKjk+jVsVk2UCriCBEjA7gicPn1aJzpCZPHZs2fFxcVF+vXrp72LU6RIYXf9ZYdIwNoJDBkyJDyKuG3btvL9999TKLb2QbOR9sGveN26dTJ27FjtgV2jRg3p0aOHNGjQwEZ6wGaSAAnYCgG7FIrvLZsjtyeO1GPg3ay9ZBzwdZzGI9j3rPh1inrDzdDvS0nbomOc6nq4dYNc/7qfPsaj6juSdeTPEY63VuHFELmGxlpDJGMEaIn4IS79ttaxS0Q8Jqs2JQab2may0mg2WkIoRrUhKnnc9a/6yZNjB8LPkunz78WrbpPwz8YLlhCKkbzOr3OYz7G2oVmwIYrXs/E5rW2Z17y1jcir9vh1aSLBZ/9T/vyekm/Dq2v61R5cIgESsCUCeEgIj1PYSeCFpEaGV4gKQsB2JLQ7f/687NmzR5YuXSoXLlzQXqgQpyAeODs7y6NHj7TdGURjJELCC+vxgqiMd0Q+YhnveCFBkuGF7SwkQALmExg4cKCMHz9ekFCyXbt2MmLECArF5uPjniYI4J5/6NAhfX1t3bpVHj9+LJ07d9avYsWK6fu3icO5iQRIgATMJmCXQvFz5Svs26SqyLNg/aM5zxqV1M4tldlQbo3/n9xfMV/v79mwlQSuC7OvSJmngOSe95vZ9WDHKwPel8cH/tbHZBs9Q1JXeivC8dYqvDz596j492il2+pQQnEc+m2tYxfhAkvCD6bEYFPb4tpESwnFOC/sKPx7t5Vg5QmMksLdQ/Is+1OcvdPpz8b/WEIoNrYI8KzTRDJ/8b3xKax+mde89Q7RhYaVdaQ6HkDkWfqn9TaULSMBEoiVQKiaPXDnzh25efOm3L59WwICAuTevXv6Ba/KwMBALQBDBMZn7Pfff//p7enSpZMMGTJokcpwIoMobBCBU6VKJe7u7lq8gneqp6enfqVNq/z31QsCFywrUE+WLFm0mGyoi+8kQAKmCXz88cc6ohjfnfbt2wuS29F6wjQzbjWfAP4W7Nq1SzCLZNmyZVKgQAGdNLFv377au9j8mrgnCZAACcRMwC6FYnT3hvIXDlQ+wyiZlLewl/IYNqeEPnksF5XIHPooUNRjOcm7aqdc+7xPeNRhjskLJVUJ8xIFGQtamDKeW/14j+yBaq3CC4Xi2COprXXszLnOE2MfU2KwqW1xbYvx9youHsUxnSfk5nXxe79xeOLKtG27SYZer/zJDcdZQii+qzy/70z+QVeZtk0XydD7U0P1NvHOa946hynkzi31d6uKbpzHGzXULJCp1tlQtooESCCcAPyEIQDfvXs3/AUBwPAZYrDhBUEYryD1cBMRZHghyhjRZYgUhrB8//59HWUM0RfRwYg4Ni4GGwrDerxDQHZzcxODcJw6dWotaEHUMgjIXl5eWjyGgAwROvILYjIEaBYSIIEwArB+mThxomTLlk06duwoSG6H7xYLCViKAB4krl69WqZNmybnzp3TCe3wgKJ27dr64Z6lzsN6SIAEHJeA3QrFQUf2y9W+HfTIuhUvIzmnLDZrlB/8tkJujgrzDPV4u75kHTZWHmxcIze/HayP96zdWDJ/GSb0xFbhnaljdCIq7Je+Wz9J/16vKIdYq/BCoZhCcZSLNZYVpsRgU9tiqTbKZksLxTjB3cWz5M6ksGSVKVK5S97f/hEn5UtuXCwhFBsnyXQvU1GyT5xrfAqrX7bW+5XVg0vkBiJB453JYdHp6Tr00IkZE/mUrJ4ESMAMAhBw8YKgC2EW1hEQeREBDMuIS5cu6dfly5fF399frl27phPSQRQ2FINdhME6Au94QeSFPQQEKLxDdEbJkSOHXmfYD+fF+fEy2Fg8efJEC8/4jPZhH+N3Q7uN2wDRK2vWrFr8ypUrlxhe+fPnl7x582qxGfujXQZ7C7yzkICjEejTp49MmjRJi3cQipHcjkKxo10Fid9f/A1ZtWqVzJo1S/vT169fX0cWN2nShNdb4uPnGUjA7gnYrVCMkbvUvq4887ugBzHX3PXimrdgrAN6WWWUf6oyy6NkmzBXUr9eUUKDn8pFJAp6+EBFGbuqpHY7xdkrrcm6Iiaxc5I8K1QSuwyZohwTWXh5oX5EPNy2QQI3r5Nn/n7yPPC+pMyeSyfk8yj7hqSpWTdKHdGtCFb9Dty8XiBuBfuek+eq7SlVVLNrjtzi2bCl6lelCIfdU1Ybzy5fDF/35PQJeXrisP6MCDVMZzYunvWbSyqVNCk+5e6S2RJyzV/cS5eXVKXKSeDGtQJhOuS6v4TcuC5O7upHj6rbTb1SFS8dpa0xnTOufUY9Cel3Yo1dTP0LffpE7s6eLKGPg8S7cWuzrmfUZeDt032AOKWOPesyrt3bU0aL+lUpHlXeltTlKusmPVIJ1ZBUzdlbTUt9v0+UZpoSg01ti1JRLCsSQygOVcFMNFgAAEAASURBVD+WL7WsKc8DwjLGZxszU1JXCIvQNDTHEkKxsQc26o3uPIbzJfZ78GVfCdr3tzw9+688PXNSQm7d0Pc1F5+M4lqomKQuW1l/R/F9NJTEvuZDH6rp1Hu2qTb9J0+VHchz5SONe6JrvkJh94MixaOMi6Ftpt4tXW/QgT0S+MdKCb50Xp7duKYTlMKayKP8m+L5biOzfKcf7dkuT9Q99snpk+o+fVrZI7mLa4Ei4laoqKSpUkt9vwuY6lL4Nly7fu1qq3vnVb0uh3oomko9HGUhARJIfgIQb+EbfPHiRfH19dXvWIZQ/PDhwwgviLPe3t7aAgJRvLB+gAUEInixHi+sR8QwIn5hHYFoYCxDfF6yZImur0OHDlrMhRgMsRgisOFlEIAhGmMZHsg4FsK0IXoZkcl4GSKbYX2BSGe0F/tBXIbohbYYoo7Rxty5c0u+fPn0O4RjLGPqPQsJOBqBDz/8UKZOnSp58uTREcVIbkeh2NGugsTvL+7rfn5+MnnyZO1Rj/t0tWrVBB7ZpUuX1vfnxG8Fz0ACJGCvBOxaKDaOEvRu3lEy9v/S5Dg+OfOv+HcNs6hImSOP5F60MXz/WxNGyP3lYdF/Pn0+k3StO4dvi27h4baNKlHWR3oTxLas302ObjcxFl4y9PtCrn/ZV4k2/0a7L1Z6vFlTMn76rbik84l2H4grAXOnyiMlNqtfBtHuo+tRifWy/G+CpFCRHxBRLtQtF+O+0W3I8s14s0XryMdfVt7HT5UwrIuTSpIS+jzyLhE+e1SvI5kGfROjOB+fPuMECe23pccuQqej+RCiBKmLrWqqhoeKp7JSyawsVWIrekp6s2qacSZ13Xg1aBnbIRK4Zb3c+OYTvV+G/l9L2ubt9XJsYq+p7aa2xdqgSDskhlCMU9wY/bUErl2iz+bd+n3J2GdIhDNbQihGhbC5CPdEVt7p8ClOU6NOhHMl5gf8x/I+En5O/VH5uD8zearIyf0S85oPUl7uN777TJ4rKxBTxb1iVck8ZGS0D96iO86S9cKa6MbwQfJo5+boTqXXOafPKD4fDhQv5UEdXYGH/s3vPpdHu0z4CLukFJ9uHwlsUCLbFUWu8+786XJn2hi9Oi6zZyLXw88kQAIJIwDRFWIqBFeIr5gafPr0aTlz5oyeGgyh+OrVq9pzGEIthFaIvBCQ8ILYiqhdiKsZM2YM9xk2WD0YC8Wwiohc5s+frwVdiFSI6o1LgfhrLBQbRGK8QyiGTcb169f1C8sQjA0CM5YRKY32IZoZIjGijAsWLKjF4uzZs4eL2xC5IXCzkIC9EsB3u1evXjJ9+nTtHYuIYgh3FIrtdcSTp1/4vzweBKL8+eefMm/ePP2wEBZBXbp0kcaNG0v58uXD90meVvKsJEACtkzAroXi5/cCxLeZSh6n/gPrlMZLdFK7SNPJjQfPWCjy6TVY0rXtGr452Pes+HVqoD+nzKUiJhb8Eb4tugXjJHamksEZhBe3oiV0RN/z2zd1dWivm4qmRRI+HbV2SUVGvxR+XfMXlpwzV2mRN/K5L7Z5R0Ku+OnVzukzSKrSFSRV0ZIqkjS1ito9pqLgVoULs+nadxefnp8IIlVv//RdhKqeB9wJF0PcK74lKbNki7DdSyX5S1X4tQjrzP0QQSh+eVDK3Pl1tLOar6ii687Ks6uqD0ZCN8SXzMoGJHWZClFOE58+o5KE9tvSYxelY9GsuPZ5bzUuW8Ii21chujddNHu9WnV3wQy5A0FQlVQly0mOSQtebYxhyTA+SOyG6HlDFHJsYq+p7aa2xdCMGFcnllD8UHG9rviiuFd6S7Kr5JPGxVJCMaKKrw7sFu6JrM+nxM907T7QMxiMz2npZcxQuP7NQHn8z45XVStR0i1fQXFRsw1CAx9I8EU1A0FFF6NEvg8mxjX/4rmKYJ8wUu6vinhtYhaDm5oFggh6RBjrGR0vW437Ix58pKle++WaqG+JUS/86g0icQp1b4bA76S+g5i5gvtr6P27uiEeNepK1uHjozQK0cPXPvswnC92QCSya668KnI6WILPn5GQm9fCj0ulZl1kHzdbUii/0egKHgRdaltbXjxW09TVD4YcU5dKqmIlo9uV60iABBKZAJLJHTt2TI4cOaKz0kMghtAKX2EIqfANxo94RBki2haCKpYRiYt3eP3ih7/BtsFg4WCwnsC7YbtBIDB0CaLBwYMHBVHE5cqVC7eBMGyP7R3H42WIOI78bohANgjKsMmAbQaioxExbXhBTEZBX2GHAcEb/SxZsqSUKVNGR7lBQIZAzkIC9kgA30FYT8ycOVOKFCmiI4oHDBjAByT2ONhW0ic85Pvnn39kxIgRcuDAAX3f/eCDD7RgjL8rcX1waCXdYjNIgASSmYBdC8Vge23oAHn01+8acyYVuRdTlFdo0CPxVUns9A9uJZzkWblDRe2mjzA8lz9sE27HkG3ivGhFSxxgLGS5ZMoquZf9FWNUmEF4CT+RirBNj0iy5p20uGtYH3Ror1wf9rGE3r2jV2UYoCI9m4VFehr2wbsWTZXQABE4XYfuWmg23o6pzv692+moVIivedfsMt4cvpyYHsXhQqTygkWEq3ezduKaM2/4ubGA8YC4iMhHg2DslDa9Fugj235Yqs84b1z6bemxw/ljK5jyfnVAZ72bz4eDlLjYzeQhl9rVUZYivuH75Fq8WVyVlUlM5cmp4+L/QQu92VtdXxnVdWYosYm9prab2mao39x34++XJZLZGc4LKwY/xQvFrUgJyTljuWGTfjcWip0zZZGUWXNG2B7ThwzqYUxkKwDYwVz5pEsEwRDHuxUuLt5N20oa5Y/upL4fli43vv9SAtcvC6sW95oufdW94oMoQiS+B4FbftPWE2neeie8GYlxzQfMmSIBv7wSVT2qvSsZPx4qLupBl3EJOvSP3Bw5JNxiQdR9Otevq2O0aLB0vbDj8e/WXDcJ1jjZ1IME2HQYCiwg7q9aKHfnTdWWLZmHjDBs0u+wdPF7v5E8u3hef3bNV1gyDPhKUisx2FAg1DxQ43Nnyo9KtL+vV/v0+ETfyw37GL/fGPGpBG5YrVeZM2vG+FgukwAJJIwA7CMw7ffKlStaMIVQfPbsWW0xgWjiEPWdh3VE5syZdZQwImvxQtQw1mXKlCk8chjRxQkpuHfgnBB0k0IYQDQxIovxAocbN25of2VETIMH3iEaYyo0RGdwyJkzp440LlSokI42RvQxXljPQgL2QgCzCj766CPtG1u8eHGBFQw+M5LeXkbYOvuB+y1mlSxdulT279+vLSi6desm9erV0/df62w1W0UCJGDNBOxeKIbAerXfe3oMUpUoKzkmL4x2PO6vWSy3fhyqt8UUDfZAReNCqEAxJLrTHyL9c2faWLk7f5pem055ufooMSamYiy8IEINFhWplc9ldOWJiqrz7xI2nRmiab51e6LsdnfBdIFVgykx8MbwgdoDGQfnWft3tDYWcRFMozQilhUGodhdeaBmHz/b5N6Pjx2U61/3l+d3wiKto7NcsFSf0ZC49NvSY2cSxMuN+DHo16GejmBExGVuJfzGNDX9yfGD4t9LPRQwKuk69xafrmGWKEarwxeNhadcKmreVUXPG0psYq+p7aa2Geo39z2xhOLnKprWt16YaOeSJbvkUQ94jIuxUGy8PrblmGYUhCiLhTu//qQ8uteIhDyLUI2TRxplL9JMz2pwUaK0JQoiXv17tNRVOSmP9WzfT40iYMd2Hktf8xDM/bqqexosMJRwnUmJq17KViWmAruYGyrZ6KPtm/QubsVKCTx5I38HEqPegNmTJEA9vEKJ/N3QK1/+g4dcKIZI/Jer5e6imSrh3A/6IzyXc0xdov3YDduN3yGKX+2v/m6p77uoWTC55v6m7ukRxRTj8cT1mmvO+ggPF43r4zIJkEDCCeDvLyJ5ESEMYfTo0aOya9cu2b17t0AkRlQXRFFE/iJKuGjRogKhqESJEvLaa6/pKGLYM9h7AYuTJ0/qFxj9+++/WjyGgIYCURzWFJgW/cYbb8hbb6kZPEpAN0RQR46Wtnde7J99EcDDkf79+8ucOXN0BH379u2ld+/eFIrta5itrjeYtYLkdgsWLJAff/xR30/ffvttnUixQoWos3GtrgNsEAmQgNURsHuhWAtramrusyuXNHz9gzuaJEF+SoANVkIsSjY11deQwEuvePkPrAp0UrtHgWq+cErJq6KOnZVga1wQNXaxeTWdhAk2CnmWbRVTQo+x8BLZD9S4XsPylUEfyGOVUAwlJpHXsG9M78aCRS7lw+yaI0+UXeMimEY5OJYVcRGKURUSqF1V/TaUbD8vkNQqCV5cijl9Rn1x6XdyjB3aeG/5PDVV/1ssSpZRUyXNmzX0cuR/bigf1MDfV0RYDUEp99I/9Y/dCBvUhxAVrY5rF6Kde7k31JT3WRF2iU3sNbXd1LYIJzHjQ2IJxRD4LtR+XbcAMwHyrNgWoTWRhWLPRq0ibI/pQ7pmHXUyypi2hyi7mfvKGxmRpAbLh/B9VdRspk+GmuUtHX5MDAuXVTTsUxUVi5Jx8P/EW9nHxLVY+po33AvQjrTKeiOD8vaNrcAnGDZASIiJkqH/V2oGRocIhyVGvXemjhE8lELJtWhTmFVOhLPG/AGWHxebVZcXT4K08Jt73u+SMluOmA9QW4x98b1bdJKMysPeuFz7rFe4z3FMf7OM9+cyCZBA/Ang/5KwWjh+/LgcPnxY2zzgRzmiaSEcw0qhQIECUrhwYf2C3QIihw3+wrCccBSPUng1QyyD7QbeEXUMVvBrPnXqlPZrBjcwgx9zrly5tJAO4bhs2bKaI8Xi+F+rPDJ5CcDTG1YTiO7E9QyhuGfPnhSKk3dYHOLsmFGyc+dObXsC32LYoMCvuGXLllKxYkWHYMBOkgAJWI6A3QvFQHV34S9qKu9oTc275XuS8aPPIxCMEJmVLWdYlKaKGomu3Bo3XO6vDPPSjOzfif2Nk9ilfqO6itoLiyyOri6sMwgvqUqVlxw/z49pt/D1EJRuqaRbKNknLRT3kmXDt5m78OC35XJzVJjoYAtCMfplHOmarmNP8ek+wNzu6v3M6TN2jI9QnJRjhzaGPnoYZpOiRCck9sr+4y9YHaGEqh+uvo3f1MIU2ofrBFPiUbJNmButF67xVP0sKrI9jUrCaFxiE3tNbTe1zfgc5iwnllAcfMVP/JTHN4pboWLaB9y4PcZCsbmipvHxsS2/UP/BQ4Kzu/OmhQu6hmN8en2qoou7GD7G+V0nQmxRXR8He4sc05dFicI1p1JL3q90osUmVfRpXZQdSq4566JY5cTUpqD9u+Xqx2E83F+vJNknKIualyWx6r2/dqm6936lz4KZDZk+HRGtT7yhHcbvQQfVzBZECKviUVP5F6tkoLEV4+SqkWdfwLdZP9RQ4pVHzXqqvnGxVcftJEACcSSAH92wWECkMDx4IRAjgvjQoUNa+ET0MCwkIAojehgevHghihjCMMsrAmAIz2b4N8NLGZHGly9f1onywBhexpUqVZIqVapoj2WDZzPEZPprvuLIJesnAAuATz75RBYuXKjFOQjF8IuNLgGl9feGLbQ1Ang4h79T06ZNk82bN2ubHyS2w8MKWP2wkAAJkIC5BBxCKNaRkk3fElFJk5w8vSUPEnQZJbW7MfIzleRtpWaG5G7w942pPD13Wi4rn0mUlNlzq8iyjRGiM68o8eKxEjFQsoyaoqI9a+rlmP4xCC8ear+sav/YyiMVXXvtZXRtpq9Gi9e7YW2J7Thsx1R3JMYL3LZRApXgjGIrQnGw8vX061hPt9lcVtg5Ln3G/vERis1tT0LGDm0zLrfGDJP7qxfpVdFFNz74bYV6GBD2QCTTZ9+pRHavi5+KrEfxrNNEMiu/buOCxF8XW9QQJFOMydIiNrHX1HZT24zbYc5yYgnFEcTHClUk+5iZEZqT2EKx8cmC9u2Sm+qBUMj1K+Gr4dvr3bRd+Oe4LBj3LSH1WPJ+hT5e/SQsYWh8hHC/zo1U8rfTEtmGJ7HqDbkbIJda1wrzsVfwYXvh80F/NfvkjViH4t6K+XJ7/P/C94MHdqxFicCGCHDnDJkk76qd4Yc8OXlE/Hu21p8hsMPKgoUESMCyBBD1ClF4y5YtsnfvXm2lgB/hKdWMMlhJIGkcxM1SpUppn10kb3Nzc9OCEOwnWF4RgKiORHiIcMMUaQjHEIxh2/H333/rKOMHDx7oJHiIMK5Ro4a888472mcTIjILCdgCAVzn8OgeNGiQLFmyRFurQChGVCeFYlsYQftoIx6+LVq0SObOnSv79u3TtkewQ8E9FbZILCRAAiRgDgGHEIoB4tpX/eTRtg2aibHACl/Si01VEjtlKyHOLiqJ3fYoSZQig7zcvaU8/e+YXp1t/BxJXbaSXn52VWWBbh0WhemcMbO2nUjh7Bz58Aif4yq8BJ8/I36dG+o6YrOqeKamZj9Ys0SCjh6QZ75ndCRqhJOrD7YiFCPa8vw7pZUtQrAWMvMo+4ToSkL6jPoSUyiOy9hF1zfjdcaipXfr9yVjnyHGm+Xyh21V4sVDksLdQycsdHJPrf2K4VucIpW75FXe1FhnKA//+kOuD+2vP8aUJC82sdfUdlPbDG0w9z2xhOJbP4+S+0vC7DYiJ/JD24yZJ0ZEceT+hwTclmuDuyux8KTeFHZPUYkx1X0qruXe8rnKrmSEPiybir5NraJw41Mseb8ytoPJpkT51Eqcj0u58b9BErhprT4kz+pd4YnlEqtenOjhjs2C875Q9heGkjJPAUnX5n3xfLexpFACUnTl1thvdKK76LaZtU6JTvk2H1UPOF317g+VR/P1L5X3vVpfYPt/ZlXBnUiABGIngCjia9euaZsEZI9HJnm8BwQE6KnjEDGLFSump5TDexhWE4zSip1rdHuAKfyL8Tp27Jh+wd8YYnzWrFk1Z0yXRpQ2mMPXmNHF0ZHkOmshgPsHLGqGDBkiy5Yt0/7bEIo7depEodhaBsmO22Hw0UcXz507J+vXr5fJkyfr5KJVq1aVNm3aSLNmzcTT09OOKbBrJEACliLgMEJx0IG/5eqA9zU3Y6sAY79Xj2rvStZvf4qVrbGNARLHZf3fBH3Mnenjwqf3x5Y0zHCSOAsv/pdUZOi7+vCYhOJg37OCtjzarZJxqag04wLhMIWKeAm9F6BX24pQjMZeUr6kz1TfUPLvOBUhktsSfUa9iSoUmzF2aIO5xb9vB3lyZL84pfEKi5JXyRBRgv0uiF/7unrZs34LyawShKEYX7eZPh8VIWkYkt5BREbirLyrlPe2SnYWucQm9prabmpb5PPE9jkxhGLtZd6ujjzzv6hPH91sgKQWitGQ4EtqLDvVV34jobpdSICW6jX1wCSOxViozK2S9KVUXtXxKZa8X9344SsJXLdUNyP3kj9j9eyN3F7j5HLZfpovqUuX17skVr2G8+M6uPnjsLDvi2GleoeQn65tV/Fu3jGKrce1IR/q+zEe0mRS/tBxLSnU99LjrXfC73m438GnGSXfpsMRHvrEtW7uTwIkEEYA3rpXr17V03XxAxuRrnfu3NEbYS2BaKzatWtr4RJRri4ucX9oR9bRE4CvK+wotm7dKtu3b9fLiDpGgVjctGlTadGihRaLo6+Ba0kg+QkgWt7X11c+++wzWblypSCZWNu2bbVPMSOKk398HK0F/v7+MmrUKH0t4gEo7qGILC5ZsiTFYke7GNhfEogHAYcRinUiEjVt2JAAKdf8P8Q1dz651LG+PLt4TqMzN6oN/pC+ylvzBbLbIwpZC2veKlnRyyR2yt84jxJjXDJni3VILCm84GSP9myX61/3D0uapD47eaTRkW6wG0B/8dlYMLQlofhiq7f1+EWeam6pPoOfLQnFxlHAmT79Njzh2e0pP8q9hTPQHckxeaGkKhHmYx3mW/yGjoZ0L1NBsk+cp/d5opI4+qtkjijGwrJeYfRPbGKvqe2mthmdwqzFxBCKAzevkxvDXyZSU1Gh+dbvE6fUryKu0bDkEIpx3qsqqjhIfa9Rsihv2zTK4zau5dZY5a2+aoE+LNfc9eKat2Bcq9D7W/J+dXvyaLm36Bddb45fVkqqwq/FqU23fvpO7i+drY/JNVvZL+QPs19IrHojNw4PVu7OnyGP/t4aYRO86bMMHRfh+gnnr/42aGFXCcYJKS/UgwN4kOOBX5YRP0saJSKzkAAJxJ8AIlmRBAgJgOBFjB/VSD6HBHWwlyhdurSOaoUfcfr0EZMYx/+sPNKYAJLfgfvZs2e1LcWePXv0OywrkBgQVh+VK1fWLwj38C9mIQFrIoCHTUjc+MUXX8jq1avl3XfflXbt2ulITtjSsJBAUhLAvRN/0xYvXqxtKLJnz67F4s6dO+u/aUnZFp6LBEjA9gg4jFCMoQlQybwCVKQtCqbr48f1ld5hnp/al3XJlvCILb2TiX+MPWJ9enwiKXPmCZsKrI5xr/SWZB8dJtSZqEJvsqTwEqL8Zf061A23mPCoUVcyf/6dOEUSJWxRKA5V1iAXYD2hIqSNk1dZss8YEFsSirWvcHPlK3znprgWLCq5fl0tel2z6vI84Ja6JvNK7oUbIlyCxkkBcyv7jpRZc8iN7z6XwN9X6P1yqDpSqbqiK7GJvaa2m9oW3blMrbO0UAwB3e+9BuF+wN5N20vGj8MSRhq3I7mE4lvjv5X7K8JE/Qz9v5K0zTsYN8us5XsrFiiP3OF63yxq1kQaNXsiPsWS96sHyjbiprJxQIlpdoSpNl5RM0Qeq5kieFiXf8tRSfEyui+x6o2pLYjgv6ssSwLXLw+P/I5sXXJPJUC9rRKhouSYslhSFS8TU3Vmr3+wYbXcHKGSHL7XS3y69TP7OO5IAiQQRiAkJETw8vPzkzVr1si6deu0WIytECYxVRdRxBB7cubMSWxJSACJ7uALvWnTJoFgDPENokeRIkV0dDEiNWFJ4eXlpRx46AedhEPDU5kgAA9uJG386quvZO3atVKvXj0dUdyyZUvtX27iUG4iAYsTQJDc/fv3ZcOGDTqyGNcmrJI+/vhjfR/FzBjePy2OnRWSgN0QcCihOOTOLR31K6HPxUlNrXd/vaLyLd6oBzP9BwMkfaeeZg+scUZ6iMwps+cKEy1UDVlGTpI0VWuZVZclhZc708aqCLdp+rxIepVhwNfRCt9xFYqzjJqqkvLVMKs/5ux0uUcrefrvUXEvW1myj59tziESdGivXO33nt7Xu1Vnydj3M71syT6jQmOhOLZ+W3LsdGfi8U/ArJ8l4Ncwu5QckxdJyIN7cl1Nc0fBA4x0HbpHqDXo8D65+lFHvS59l74CQcsXiR6V97Nb8dcl55SwBHkRDnr5ITax19R2U9uiO5epdZYUiiGsX/20pzz+Z2fYKVO6CvyvXVTysMgluYTia5/3kUc7N+vmZP76R/F8p2HkpsX62fj7g2SdSNoZn2LJa97Ys9tTJeXMrJJzmlvgLX9JzTAIffhAJ3JDQjdDSax6DfXH9P7k+CG5qhKNhj56KOKiotI3HBCnl3YwEb53XT+S9J17x1RNnNYHblkvHlXejvIwME6VcGcScFACSDr1xx9/6BdESdhMIFq4WrVq4RYTSPyTJk0a2kwk8TWCKfxIyAS/YnhEIyrut99+0/6v3t7e2iO6bt262m8zX758Sdw6no4EoicQpAIPTp06JUOHDtX+sA0bNtRCMXxhGVEcPTOuTXwCeNC2atUqneAOCVqRLBTe2R06dOB1mfj4eQYSsFkCDiUUY5SufaFEF5WQKEJxcg5LYueTMcLq2D5c/qCFPD11PMJuzj6ZJM+KrWYnnLKk8HLlk67yeN8u5TfhLHnX7xVnT68IbTN8iLNQHM/p7obzRX6Pq1AMMe9yl2Zq6v9pXVXmYePE8+16etmSfUaFEYTiWPptybHTnYnHP/rhR/PqIoqRZ60GgsjrRzu36CRXeVbuCE/wZaja2ILFJVtOZVfRIjzK3pirYX/j99jEXlPbTW0zPoc5y5YSisHqxsjP5NFfv4efNsNHn0valmEPJMJXvlywlFCM69nchHSwubmoLHNC74b5ZMbXXzhEHX+x0Ru6J/DJza2sd1wyZ43cxVg/W/Kaf6Ei+S7ULReeGC7bhLkqyV7FWNuAHW6MVv7Ga8P8jT3rNtMzJwwHJla9hvpNvd9SUcP3VfQwSs5Za8WtQGG9/Fw9wIFdkSjxQ9TDCET/u+bJr7fxHxIggaQlAIuDEydO6OhhiI9HjhzRP5aRmA4iMV5ly5aVTJmiPjBM2pbybCDw4MEDbUHx119/ya5du7R/caiy34EtSKNGjaRmzZpSqFAhyZAhA6PjeMkkK4GHDx/q5IzDhg3TUZxNmjTRQjGuUwrFyTo0Dn1yPHhDNPGvv/4qCxcu1DNp3nzzTRk0aJD+W0f/bIe+PNh5EoiRgMMJxUEqcvDqwG4RgHio6N+sKgo4ruW+EipuKcHCuKTr9KH4fNDfeJXJZUsKL5eQjOuyr6RU/qO5lQ9pTOX+msVy68eherM5HsXG/rcx1RmX9XEVigPmTJGAX8brU7ipKds5Ji0MTxZlyT7jBMZCcWz9tuTYxYVf5H2vDe2vxM4/IqxOXbmaZPtheoR1hg/GScAM65zTZ1QPOLaFT983rDd+j03sNbXd1Dbjc5izbAmhONj3nFwfNkD7DhvO6Vm7sWT+8gfDxyjvlhCKQ5WvOa5Zr7pNJZ2aweDkHtEHOfJJb3z/pbI0WKZXO2fKInlXhHkVR97PnM/Xvuwrj7Zv0ruam7gzcr2WvubvLZ8rtyeM0KdJmT235Jy5UvuoRz6v8WfjxKQQveG5DAsV45JY9RqfI7rl+6sWChIHokS2cbmjIv/vqhkAKG6Fikl2dR+LbAukNxr9gwc7sIXBdRP5AcY95c+MBwkoad6uL645chsdyUUSIIHoCCDiDwnTlixZIkuXLhV4isKLGBF/eMFqAhHE+O6lUJ7iLNZBABYhEDuQ8G7+/PnakgJexp6envLGG29It27dBMJH1qxxfwBqHT1kK+yBABIwHjt2TIYPH66TYsJyonXr1tKgQQNxdXW1hy6yDzZMYNu2bbJgwQIdXYyHbR07dtSexbBZYiEBEiCByAQcTihGEiBMWQ65cTWcRVblJ+yhfIXjWnRyMCS1e/wo7FD1o0L7vmbJbnZVlhRergz8QE2h3yEpUqVWEYO/RxsxiGjiWxNGhrcZQrGzp7fcWzpHT4dOoRJ5oTw5fVL8uzXTy97KEzWj8ka1VDEIxfDQzfrdZJ1kL7q6Mb38tkpYFfjHyrDNajq3jsTLWyB8d0v2GZXGpd+WHLvwDsVj4fGxg+Fe24bDs/xvoqSpXtvwMcI7rv2LLWtqv2fDhnTv9xEfZUVhqsQm9prabmqbqXNGty0hQjEsY+4vmimBiCJW9wJDgZ1DxiEjxcnEf+QtIRSHBNyWiyoJGYqzsrfI0GeIio6vb2hG+DuinQNmTlTJ3maGr8ukRGwvJWbHtyD63K99nXAPc/eKb0nmISOitdnAORD5jOhcg30C1ln6msf9+EqfDoLEcChIAJrpi+8ltUq2GLm8eP5c7i6YEWa1otqGkqHfl5K2RcfIu0pi1Auh94XyH/Rq3EZcs+eMck6IuZhl8kx5Fourm+TfeCjCg5dQ5a95+b2G8sz/oj4WwnjmL74LTzYZucKn507JzTHD5OmJw+JWrJTknBYWQW3Yz7dxFe1Fjs9Zv58mHiqJHgsJkEDMBC5cuKBFYvgR//PPP3Lr1i3tc1urVi0dlfr6668LPBtZrJcA7CggxG3fvl3bUSDCGL6wSHJXp04dqV+/vk46aIjepOBvvWNpjy2DHyxmKHz77beCCHiIxG3atNHXJoViexxx2+oTHmTs379fxo4dq2fUYBZG8+bNpXv37pInTx5aLNnWcLK1JJDoBBxOKAbRgDmTVYTqBA0XwgTE3RTxTIZhPAXavWJVyf7jL3EaNEsKLxBR7kz9UZ8/ZZ4CknnwcC1CQMB4cvKISog1Xx7t/itC++Bl/FBZFTxXifByLd4SLoAgUu1C7de1mAjhOUOfT8VNJTl7/uC+BO3dIfDGzDJ8gtlTxY1PahCKDevcy1QURDi6Kp9nJ480EuzvJ8G+ZyRw8zrdLsN+Pr2HSLo27xs+6ndL9hkVxqXflhy7CJ2KxwdDW3Cok3c6ybtqpxhE/+iqu9K/szw+uCdsk0oGhmhil1isV2ITe01tN7UtuvaZWmcsFLuXf1M86zSJfncVERb6MFCe3wuQkCt+EnRwb7iwFn6Aevjg0/1jSde2S/iqmBYsLRQbzgOPc/eSZXWCMydlFxN86YIEqkRlIdf8DbvoPmZWAmpCy/21S9QsiK/Dq3FK4yWe9ZR3Xv7C4porr0DMDLlxTR4f2qPuFVvFvVQ5/TDHcIDhOvN4s6ZkHTXFsDrG92D/S+LX9l29PaaEdcFqFoR/zzYSquwZdFEP3JCI0714aXFVsyPwnXx69j8J+nubPD19Imwf9a97uTck25iZMd67LV2vceQ+7vWpy72pH3LB4uep71m5O29a+JjhmoxuvLRXMWa0BD8N64ehryXKKCsK1ddHgfL0zEl5cupEmOf9y4cZFIrDh50LJBAvArCbwJTbZcuW6eRoEG0qVKigRRwknEI2eBbbIXDz5k0tFmMqNfyLEW0M+wn4biJ6s3Tp0rShsJ3htJuW4j4DD9iRI0fq67Ndu3ZaLMZMBQrFdjPMNt+RKVOmyJw5c/QD01KlSknv3r0FD0zz5s1r831jB0iABCxHwCGF4hAlil5sXk1HFKZPYGKhJ0q48O/WXI9IlhE/S5q33onT6FhSeHmh/qPs31MlilNRk4aSQiVTegFRQolmuihRMGXO3PLs4nnDLvrdRYm0OacvE2eV5M9QbvxvkARuWmv4GOU9Lp6ixgdHFoqNt0W3DFuEzJ9/J6mVOBO5WLrPqN/cflty7CL3K66fjQVAb+Wxm1F57ZoqEOFvDB+od/FQEa1Zh401tbveFpvYa2q7qW2xnjjSDsZCcaRN5n9UEZ/eDVtKunYfiIuydDCnWEIoxnlgnQAeiBSNtSgh0btJO/HpNShWm4JY63q5Ax4MwXrmuYpujq24FS2h7gvLw3dLrGse0c63fvhKHv29NfxcMS5A3Ff37bRtuyqvZ+cYd8MGS9Z7a/y36mHbPJPnw0ZXJbrnmLokxvHCg4Abwz+JcJ82VamHmhmAxJSRrSUYUWyKGreRwCsCx48f10l81q5dK4gqRtZ3JEJDIp/8+fOLl5cXI6le4bKJJUQK3759W/777z8duYnp1JcuXdK+0ogqRpQcEjalfDlLjpHFNjGsNt/IgIAA2bdvn3z//fc6YrNTp07SqlUrPWOBQrHND6/ddAC2PevWrdORxbhmy5UrJ7169dKe77BiYiEBEiABEHBIoRgdv/ZZLy1K5FmuIikzZsaqeJfLXZsKxOc8K7ebnaTKcDJLCy/P79+V2z+P0hGJhnPgHYKxe9lKkqHXp2rOu5OK8ntpS6CEY281dRu+ysZTzHEMIpHhtxm4cQ0+vioq+tq9QhXJ9MkwSRkHmw1DBQahGNHc8IXV0ZM3rxk2h7+7qLoRbZxBiWTOadOHr4+8YMk+o25z+23psYvcr7h8RtTlxaZVta2AcRKtmOqAtQEsEEIfPZQckxepyHMVPR5LuaeSdN1WybpQ8v91IkrEsqntprbFctoom40f9ETZGHmFuladlLUKHoA4p/MRCJ+4plKXLh+rF27kqnTiwGZ4wPRcfPp8Julad468S5w+B6nEk3eVtcTT/47rSNIIB6vvpVvh1yRj3890pHGEbRb4gORqtyePlsf7d0tINN89JMQEK1hypFXWM4aS2Nf8g99Xyv3VC5V39Fl5oa5R4+Kk7gFuRYpLhh4Dw5PEGW83tWypeoOO7Fd2IL/oWRXG1iU4N+6xadt1Uw8fusUoEhvaCEsPzGx5qDyjnynhGNeUccGsALciJZQdTB9JpWwnoit+7zeWYGVPgZJjxnJJpfZnIQESeEUA/sMQhuFFDF/ba9euaQ/bxo0baz9ieNuy2D4BiMWIFF+/fr0cPnxYcubMKW+//bZ+EAABxMPDw/Y7yR7YBAE8vNi7d6/88MMPeuZC586dtVBcvXr18IcWNtERNtLuCRw8eFAmTJggGzduFETC46EGXuXLlxd3d3e77z87SAIkEDsBhxWK4dMacvO6WQJZbBgxxfnF0+A4ixex1ZuQ7SF370jw+TN6Orer8vRNmStfhOi7YBVRHKy8NFO/Xkmc0niaPBU4IZoSAqpLxky6LmclZMS3GIRi97KVJfv42TppDKIbQ65elpBbN8TJy1snezKObjbnXJbsM85n6X6b04eE7AMRK1TZLMTkTRy57qBD/0ioerCQpkadyJv4OYkJhF9rSvB3zZ0v7Pvq4pIkrYA9B6xenqnvubOHpzgpCxJtA5M6+X5cw4/4mbKtCL54Tj/AclW2N7FZo5gDy1L1YiaDbh/8hlVkm2vOPJIyR54oD0/MaVOomvGB++uzK5fFOX0GZUFRQFzSxfxgzJw6uQ8JkIDIyZMnZdy4cfL7779rkbhSpUrStGlTbTeRK1cuIrITAkjKhIcCEIonT56sPTid1WwTWFDAI7ZRo0Z20lN2w9oJwBJl9+7dMmbMGB1Z3LVrVy0UV6lShUKxtQ+eg7Xv3r17+mHGzJkzZcWKFdp+CQldBw4cKPz76GAXA7tLAjEQcFihOAYeXJ0EBCILxUlwSp6CBEiABEiABEjAQQjs2bNHZ3afN2+ePHz4UEqUKCEtW7bUlhNFihRxEAqO1U0kJ0QCMUSPQ6xLlSqVIJKzS5cuOkrO29vbsYCwt0lO4Pr169pyAsnCELHZo0cPfd9BskWDDUqSN4onJIEYCNy5c0dWrlwpM2bMkFOnTmmxuH///jr5Yu7cuWM4iqtJgAQchQCFYkcZaSvqJ4ViKxoMNoUESIAESIAE7IgALCbgEQo7gqtXrwoiiTEFHN618CdmsW8Cy5cvl7lz58rmzZu17QQiizt27KjtKOy75+xdchPAvWfbtm0yfvx4OXLkiPZ9xQMqTOenUJzco8PzR0cAfsXw70di0DNnzuiHa23atNGJQfGwjYUESMBxCVAodtyxT7aeUyhONvQ8MQmQAAmQAAnYFQHjRGVIXLd48WIdVYpp4JjyDbsJ+BJny5ZNUqgEoSz2TSAwMFBPqf7pp5/0O8a8SZMmWvioWLEi/Tfte/iTtXdXrlzRUe0TJ04U3Iv69u0rLVq0kLJlyzJhZrKODE8eEwFY9yAR6KRJk3R0MXy2q1atKv369ZMKFSpI2rSvktzHVAfXkwAJ2CcBCsX2Oa5W3SsKxVY9PGwcCZAACZAACdgcAUyjnTVrlvzyyy/6h2+hQoWkZ8+eehpt3rx5ba4/bHDcCBg/MAhRCUPxwGDRokWyadMmwTRqRJQjsrxMmTJxq5h7k4CZBPz9/XUkOx5SIMkixDYIxaVLl6ZQbCZD7pY8BLZs2aLvl0uWLJHUqVPr67ZVq1by1ltviZOTU/I0imclARJIVgIUipMVv2OenEKxY447e00CJEACJEACiUEAU75hObBgwQKdzAxTvRFJ3KFDB+27mBjnZJ3WTQDC8bp162TUqFFy6NAhHRkH/01EF+MhAsUP6x4/W2ydn5+fbNy4UUdnnj59Wj755BMtuBUvXpxCsS0OqAO1+fHjx7J371753//+J3///beeedG9e3fp1q2b5MmjEjanTOlANNhVEiABEKBQzOsgyQlQKE5y5DwhCZAACZAACdglASSrQzTUhAkTtC+op6enfPDBB1qgKVq0qF32mZ2KmYBxZDHsR5YuXSozZ87U1wamUiNKDpHFPj4+MVfCLSQQDwIXL16U33//XaZMmSLnz5+XwYMHS/PmzQX3IRcXl3jUyENIIOkIICEo/N0XLlyoH669/vrr8t577+mHrjlz5ky6hvBMJEACVkGAQrFVDINjNYJCsWONN3tLAiRAAiRAAolB4MmTJzoKCtNlIQamS5dOGjVqpKd8I4qPhQTu3bsnY8eOlalTpwqEkMqVK8vo0aMFIoi7uzsBkYDFCPj6+urEYNOnTxeIxp999pkWihHB7uzsbLHzsCISSAwCwcHBgmt4/vz5Mm7cOMFn3C9xHVevXl3c3Nzo858Y4FknCVgpAQrFVjow9twsCsX2PLrsGwmQAAmQAAkkDYGrV69qa4GVK1cKllu2bKlFYoiAzNieNGNgC2fZsWOHjiyGfzUsJxBx3r59e52syRbazzbaBgFEEa9evVpmzJghly9flq+++kqaNWsm+fPnp1BsG0Po8K2Ev/vOnTu13z9sVDBjp23bttKmTRupVauWw/MhABJwJAIUih1ptK2kr8F+FyRUeSE5eXiIa448VtIqNoMESIAESIAESMBWCDx48EB2794tAwcOlH///VcQQQwP2q5du9pKF9jOJCKAa2Xfvn0ydOhQ7WGN5IYffvihTnbIBwpJNAgOcJqzZ88KHlphdgMeXOF6g/UEkikyotgBLgA76WJAQID+24pZGLB1ypEjh/Z2HzBggF62k26yGyRAArEQoFAcCyBuJgESIAESIAESIAESsC4CW7du1cnrkMDO29tbRxI3bNhQC8bW1VK2xhoIwK8YAh6EvCNHjkjdunWlT58+gsSHsCxhIYGEEjhz5owsW7ZMR2PeuHFDhg8friOKIbRRKE4oXR6flAQePXqk/77ChmL//v06oV2PHj2kfv36UrBgwaRsCs9FAiSQTAQoFCcTeJ6WBEiABEiABEiABEgg7gQQIfrzzz+HCzJVq1bV0XslS5ak5UTccTrMEceOHZPFixfL+PHjJX369FrEQ2Qxkx46zCWQqB09deqUwC999uzZcvv2bRkxYoS+xrJly6YtTxL15KycBCxMAFYqSM6Iv7X+/v5StmxZ6dChg04Ui/snCwmQgH0ToFBs3+PL3pEACZAACZAACZCA3RAIDAwUCH6jRo2S9evXS7ly5bSHIqKdPJSlFQsJmCKwa9cu6du3rxw9elR7x06YMEHq1atn6hBuIwGzCMACZ+HChTJv3jy5e/euvkc1bdpUMmfOTKHYLILcydoI4IHHN998I8uXL5fr169LgwYNtG1PpUqV9MM2a2sv20MCJGA5AhSKLceSNZEACZAACZAACZAACSQiAUQ5YTosEpMhyumTTz7RiclKly5tlxnZX7x4YZf9SsRLxGTVFy9e1BFyED6uXbsmgwYNko4dO0q+fPkkZcqUJo/lRhIwReDEiRP63oT7Ex5ojR49WiAU+/j4UCg2BY7brJZAaGiobN68WdtQ4AEIrmU8WENC0DfeeIOWKlY7cmwYCSScAIXihDNkDSRAAiRAAiRAAiRAAklA4M8//5T//e9/smfPHsmUKZNMnDhRGjVqpIWYFClSJEELkv4Uz549k6CgIEFGevxwRz+j6ytEZePi5OQkLi4uWgCFCIplRy/37t2TAwcOaLF43bp1Uq1aNWnTpo2OSvf09HR0POx/AggcP35c204sWrRI4PE6btw4LRTDQx3fRRYSsDUC+Hvz8OFDbUHx/fff69k8EIuROLZFixaCxKB8wGZro8r2koB5BCgUm8eJe5EACZAACZAACZAACSQTAfxgvX//vsydO1eGDRsmrq6uUrt2bR0RWqJEiWRqVdKcFlGwmzZtEl9fX/2j3d3dXfffWCyGmPz8+XMtJEMwxo/3NGnSSNasWXXyofz58zNj/cvhevr0qfz4448yZswYvQYPGiDqMald0lzP9noW2Jn8+uuv2qf4yZMn+iFWkyZNBA8gjL+r9tp/9st+CZw7d07WrFmjbVVwncOvuF27djqymA/Y7Hfc2TPHJkCh2LHHn70nARIgARIgARIgAasn8PjxYzl8+LAWYmbOnCkVKlSQ7t2762jijBkzWn37E9JAWGxs3bpVLly4oO028B4QEKBFYYjDzs7OkjZtWi1IQUSGKIXoYwjGENQhgGbPnl1Hf2XJkkWLxxCOU6VKlZBm2fSxK1eulLFjx8q+ffsEtiXTpk2TMmXK2HSf2PjkJXDkyBGZMWOGLFu2TPDgBknAIBSnTp2aQnHyDg3PnkACwcHBcubMGcHfXkPEPKwnBg4cKBUrVhQvL68EnoGHkwAJWBsBCsXWNiJsDwmQAAmQAAmQAAmQQAQCEEbh/YlkUf/884906dJF+xPDW9beBU9EU0Moh+/pyZMntQC1bds2Pb0dghTEYCQXguCZLVs2LRyD16VLl/SP+//++0/vC04QiKtXry69e/eWokWLRmDsSB8OHjwoEIshfEBo/+qrr+Tdd9/VXsWOxIF9tRyBQ4cO6QcO8L/Gd3bq1KnSuHFjcXNzo1BsOcysKRkJwPpp8eLF+t6Jh5HNmjXTkcXvvPNOMraKpyYBEkgMAhSKE4Mq6yQBEiABEiABEiABErAYgZs3b8rgwYPljz/+0BYLn376qfTr10+LpBY7iQ1UdOXKFZk+fbqeBnzs2DEdNYwI4l69eknDhg0lQ4YM2osYHqkPHjzQUci7d++WXbt2iZ+fn+4hBOLWrVtLnTp19BRiR/QuvnPnjuzdu1dbl5w9e1Y/eACTmjVr2sBVwCZaIwF4X0+ePFlWrVqlhWFEF0MoxoMIWk9Y44ixTXElgL8peFALqx78XYH/dvPmzaVbt27a4ggPLVlIgATsgwCFYvsYR/aCBEiABEiABEiABOyWADwS27dvr+0n4I+IKa/4gepoBf66SMKGqMW1a9fqSGPYTeCHe+fOnXX0ojETRDYi0nHBggU6whHeqUisVahQIS0WDxo0SDw8PIwPcZhlRFxD4NiyZYtUrlxZunbtql8OA4AdtSgB2JjAbmL16tXaIxx+xRCKWUjAngjA7gjR8pjhg4dtr732mnTq1Elf64ULF7anrrIvJODQBCgUO/Tws/MkQAIkQAIkQAIkYN0EEB27fft2bZdw9+5dadWqlbz33nvy5ptvWnfDE6F1EIo3btwoK1as0GJxUFCQGIRiMInOhgNiMcQrQ9Z6iMUoyFr/yy+/6KiwRGiq1VcJK48hQ4bI0qVLdZR6nz59ZPjw4VbfbjbQOgkg0nLChAn6AQ6+h3PmzJH69etbZ2PZKhJIAAEkWMWDSiQFxSyXIkWK6Bk+TZs21bNaGEGfALg8lASshACFYisZCDaDBEiABEiABEiABEggKgFYA8By4ptvvtEJ2wYMGCB169bVUbFR97bvNRB5EQELoRgCJ4RiiFJIzIaorpgSZyHRFqKO4W1ssKB46623dKRxjhw57BtaDL1DgiZEgCIyDokS4XuNzxDeWUggrgT27Nmjv2Pr16/X30NE8deuXTuu1XB/ErAJAkePHpUxY8Zowfj+/ft6hg/+BuHvCpKrspAACdg2AQrFtj1+bD0JkAAJkAAJkAAJ2DWBnTt3amEUnp+Y2jpixAipUKGC+Pj42HW/o+schOLNmzdrHsuWLTNbKEZCOwhXa9askRMnTuiqq1SpooXREiVKaDuK6M5nz+sgFCMqbtGiRdpXtl69ejJy5Ej9ACK6yGx7ZsG+JZzA33//rSMsf/vtN/Hy8tLXVa1atRJeMWsgASskgNk9sJ6YNm2a/rsCv+IGDRpo3/eSJUvSl9sKx4xNIoG4EKBQHBda3JcESIAESIAESIAESCBJCaxcuVKLnHivVq2aQDAuUKCAQ/4QTYhQjERbGzZsEPg9o1StWlUnxsO0YUcsISEhAl9ZCO6TJk2S8uXLy2effSaVKlXS06cdkQn7HH8CSBgJexd8xxBRieuqevXq8a+QR5KAFRN48eKFICkornP4cSO5apYsWaRnz57SqFEj7V1sxc1n00iABGIhQKE4FkDcTAIkQAIkQAIkQAIkkHwEIAzPmjVLMLW7YcOGOlLPUROwxVco3rp1q4waNUr2798viARDgUcxBNJMmTIl3+Am45mRlMnX11fwAALexHnz5hX4FNepU0dy586djC3jqW2RwI4dO3RE+qZNm/SDBtjD4GEMCwnYM4HTp0/rBKszZ86UM2fO6AduHTt2lO7du+ukjvbcd/aNBOyZAIViex5d9o0ESIAESIAESIAEbJwAovQgFF++fFlat26tM667urraeK/i1/zohGJ46iJauHPnzlEqhb0ComYhhsKL99atW3ofJNkCy+bNm2s/1SgHOsAKRMTBWxN2HP3799dJ/eBT3LJlSylatKgDEGAXLUkA/t//Z+9M4GO62jD+IkgRbar2xk5sEdTWFNXEVlVbEQlVhNpqr6WbavtZPh9VLVXUEhKVCLU0iLXWEEtt1SCx77GVokH5+rzfN2koJcnMZO7c5/x+10zGveee8z935v7uc97zvLDFgYd43rx59Tvn4+NjzVOwLhJwOAJIlnr48GGddETS1PPnzwtsjbp3764TJWa0iHK4QWKDSCAVBCgUpwIaDyEBEiABEiABEiABErAPgQ8++ECXtiKTekBAgEbGZs6c2T4nd7CzPEwozpo1qwwZMkSaNm2qie0yZswot2/fFojESFy3Zs0agc8zkg+5uLhIxYoV9SHez89PkMgO+5uxQCjGNbVkyRLp2LGjcggMDFTBHYxYSCAlBBC1j8h0CMYFChRQH3HYmLCQgBkIYIJk7ty5EhYWJrgnYWUGktvhPpMpUyYzIGAfScCpCFAodqrhZGdIgARIgARIgARIwLkIINoTHoiwSGjbtq18+OGHpl3S+jChGA/h5cuXFw8PD30gT0xMlKtXr6p/5JUrV+TmzZsqGiPyGJHELVq0EEQ6IuqRRWTdunUaRQy2sOOAxyaSJbKQQEoIYEJm2LBhAq9ifBfDw8OlevXqKamC+5KAoQkgoeNHH32k3wGs+gkKClKxuFy5cioeG7pzbDwJmIwAhWKTDTi7SwIkQAIkQAIkQAJGIgDhDkJxqVKlpF27djJgwAAKxX/6nyKJ0I0bN1QcxoM4ooMRJQtx+NSpUxpNnHycs2XLplnpYTdRu3ZtTTyU/P/N+n7Lli1qwQFu8MDu3bu3Culm5cF+p44AIiqHDh0quJ6KFCmi0ZWccEgdSx5lTAKw8sG9GjZHO3fulLJly0rr1q11JRDu3ywkQALGIUCh2DhjxZaSAAmQAAmQAAmQgOkIdO7cWZAox9vbW5AkB0IerSf+EorBAr66EKWQoA0+xPCMjI2NVV/na9euyZ07d/S6KVGihLz44osqGGN/SxSy6S6qZB1Ggj/wA7cGDRpIv379mIQsGR++fTICK1euFNjkbN++XYoXLy6hoaGMTH8ydNzLSQjA7ujkyZMSHBws48aNE9x7vLy81BoJFhS5c+c2rdWRkwwxu2EiAhSKTTTY7CoJkAAJkAAJkAAJGI0Alq8iSgm+sRCKe/XqRaE4WUQx/CAhUDVr1ky54GEdkV2wn0CULDYsh4cXL4RkPKzDxuOVV16Rt956SyAeu7q6Gu2ysFp7IezBcgJCcb169TRivVatWlarnxWZg0BUVJS8//77smvXLl39MGvWLKlatao5Os9eksD/CSC5Hex8Zs6cqfcc3IuaN28ubdq00Vf6FfNSIQFjEKBQbIxxYitJgARIgARIgARIwJQEunTpokIxfHhhPQHPYkYU/xVRDO/h8ePHaxK2R3FZvHixfP7557ocGFFeKMWKFZNBgwZJ/fr1pWjRoqa8ttDpmJgYFYovXryoCZgQUVyzZk3T8mDHU0dg+fLlGjm5b98+KV26tAplVapUSV1lPIoEDEwAv6XwK/76669l9erV8uyzz2qy1f79++vEJMViAw8um24aAhSKTTPU7CgJkAAJkAAJkAAJGI9Az549VSiGmIlkdhA3HyWIGq93KWvxw5LZQSiGCIzoYLx/WDl9+rSsX79epkyZImvXrtVdnnkgj13+AAAsq0lEQVTmGbVYgBAPb16zlujoaE3wBwG9adOm8s4776g9h1l5sN+pI7B06VIZPHiw/PLLL5pcEnY5L7zwQuoq41EkYHACWNEC+5W5c+eqbzc89LEiCKs3MOnLQgIk4NgEKBQ79viwdSRAAiRAAiRAAiRgagLvvvuuCsVPP/20BAYGyrBhwygUJ7OegG0EhOL27dsLEtZlyJDhb9cLktwdP35ck21hSTwKorry5cuny+V79Ojxt2PM8gGSkAUEBKiPMxIvQThnJKhZRt96/YyMjBT8VsXFxUmFChVk6tSpUrlyZeudgDWRgMEIHDp0SDCBMnHiRPUuRnK7Dh06iL+/v1ogGaw7bC4JmIoAhWJTDTc7SwIkQAIkQAIkQALGIgBhGB7FiKaFz+GYMWMkS5YsxuqElVr7sIjiJxGKcXpEeA0cOFCjii3NcXFxkc8++0yXzFs+M8srxPPbt28LbDm6du2q1xQi3mBvAqGPhQRSQgAe4AMGDJAjR46oQPzNN99IpUqVUlIF9yUBpyNw5swZvccsXLhQ8B4JQ7H6pW7duhSLnW602SFnIkCh2JlGk30hARIgARIgARIgAScjgOzpEIpjY2MFEZ8zZsygUJzCiGJcEkhqB9sORDpaipubm0ZowzvSbAVJl5DADgIGuCDJ39tvv60Jl0qWLGk2HOxvGglgwgH+6SdPntSIdPizIgEnCwmYmQASqCK5XUhIiGA1CyY269SpI7CUevnll3UVjJn5sO8k4KgEKBQ76siwXSRAAiRAAiRAAiRAAhIcHKwbvHUbNmyovodIjmPG8qiIYojpsJ6AR/HDrCcSExPl4MGDMnz4cAkLC1N0eGAvUaKEQCTu2LGj6XBCwICf7IIFC2TUqFHi6ekpSGTn6+sr8NNkIYGUEMCEQ+/eveXs2bNSvXp1mTBhgnh7e6ekCu5LAk5J4M6dO7pyA/efnTt3qnVUnz59dOIXqzeyZs3qlP1mp0jAyAQoFBt59Nh2EiABEiABEiABEnByAvD+REKc7777TgWYr776SsqVK2fKh0sIxVFRUTL/z4hibDdu3FBxePz48bqc91GWHOfOnZOIiAiN6tqyZYteMbly5UpaBly/fn0nv4r+3j3YTiDBH4RzRKzXrFlTPZzhK4tEfywkkBIC33//vfTq1Uuj1H18fATfSVqYpIQg93VmAvHx8QJ7FiR53Ldvn5QqVUqFYqzi8PDwcOaus28kYEgCFIoNOWxsNAmQAAmQAAmQAAmYg8C2bdtk0aJF8uWXX+oD5ccff6yiXoECBcwBIFkvEQU7Z84cmTdvnqxcuVJ9mxEZDCZt27bV5HTwHYaAfP36dX2FuAxxODw8XLZu3SqXLl3SGmvUqCGdOnXSCNrixYsnO4s53t66dUsnIEJDQ2XFihXSokUL9b8uVKiQJvozBwX20loEEJmOpJCXL1+WWrVqCaL8vby8rFU96yEBQxPAqhaIxVOmTNF7GL4nVatW1Sh8WFDkz5/f0P1j40nA2QhQKHa2EWV/SIAESIAESIAESMCJCMDzE0Lee++9pwJet27dpFmzZqaM1sPDNpL5QSjev3+/JmPLnDmzBAQEKBNEw0IoPn36tBw9elTi4uLkwIEDsnv3btm7d69AaEZBNFfz5s3VJ9Ks0VxgOXr0aI2yPnTokHTv3l0mTpzoRN8cdsWeBBCxj2vo2rVr6sGK72n58uXt2QSeiwQcngAmOLGKAxMr+A3GapagoCBp3Lixw7edDSQBMxGgUGym0WZfSYAESIAESIAESMCABDZt2qQPkydOnJBGjRoJxGI/Pz8D9iTlTb5w4YLs2rVLjhw5ogn98KCNpbv37t1Lqixv3rzqNwxvXXgUX716VX799Vf57bffVEyGRyQKvJ3hSwwPVUQUV6pUybTRs4ishk8mLANgw4Fo0MGDBycx5RsSSAkBROx37dpVbt68qb9NmISARQ4LCZDAXwSQVBUrWxBxv3nzZrVOeuONN/T+jokV+hX/xYrvSCA9CVAoTk/6PDcJkAAJkAAJkAAJkMBjCSCquEOHDgLBuGjRojJkyBBN3vbYA51gByzXRfQVkvnt2bNHxV9EBmfKlElFYQjG+Bvb3bt3VUDOmDGjwK8YXruFCxdWyw5EDhcrVkxKly6tS36R+M6sBZwQkQ1/zOjoaHn11VfV49nf39+sSNjvNBJAlGTnzp0FkzKIkhw5cqSULVs2jbXycBJwPgKIJIYFBfIO4PcXK1wgFsM+iZMrzjfe7JExCVAoNua4sdUkQAIkQAIkQAIkYBoCCQkJKrwsXLhQzp49K/3799fN3d1dxVJnBgGvYVhJILIYkcIQORE1DDEYrxahGJ9jQ7H8P8Ti7NmzS7Zs2ZI2Nzc3yZkzpzMje2zfjh8/LmvWrJHPPvtMkOjvnXfeUSsORFqzkEBqCED0whJ6fB8x8TB8+HApU6ZMaqriMSTg9ATOnDkjuJ+PGjVKsFIIK1169uwpTZs21clN3MNYSIAE0o8AheL0Y88zkwAJkAAJkAAJkAAJPAEBCKTImD5r1qykxGN9+/ZV64QcOXI8QQ3G3AWiEx+YrT92GzZs0GsJvrKw44BYUadOHcmdO7f1T8YaTUEASSY7duyokf7wW/300081et8UnWcnSSAVBH755Rf1iYdgDEuKBg0aqN8+7KX4W5wKoDyEBKxIgEKxFWGyKhIgARIgARIgARIgAesTuHXrlmZMnz59uiZzQ6Tem2++qRt8eVlIICUEMOEAcRhJ7GrVqiXTpk1TS5OU1MF9SSA5gZCQEBWKEcX/+uuvy7BhwygUJwfE9yTwAAFMAO/cuVMmTJgg8+fP10kWiMUDBw6UKlWqiDNPAj+Agn+SgMMRoFDscEPCBpEACZAACZAACZAACTxIAGLx3LlzZejQoXL58mWpVq2aWgcgKRsLCTwJAfg4w7pk7Nix8s033wiSAMIbE9eU2e04noQf93k0AUw+dOrUSZNzYfn8Rx99JJ6eno8+gP9DAiSgdkqwbZk6dars2LFDE4siMr958+bi4+NDQiRAAulEgEJxOoHnaUmABEiABEiABEiABFJGICYmRv7zn/9IZGSkuLi4yBdffKFCH3x34dnLQgL/RAB+xCtXrlRRAvYTEIkDAwM1+Ri8nFlIILUEZsyYockRcR1BKP7ggw80SVdq6+NxJGAWArGxsbJ06VJNcHfgwAH19m7fvr1+n2ANxEICJGB/AhSK7c+cZyQBEiABEiABEiABEkgFgVOnTsmyZctk/Pjxsm/fPhX5YEGB5ar08k0FUBMcktznGSLExx9/rNcQPh8xYoS0a9dOo4k50WCCi8GGXfz222+lW7duei0hGnLIkCFSsmRJG56RVZOAcxDASo/4+Hi1oFi8eLEg0R1WCnXo0EETQ+bLl087mvy33Dl6zl6QgOMSoFDsuGPDlpEACZAACZAACZAACSQjkJiYqA+Uo0ePlrCwMIE/cYsWLaR///5qI5BsV74lgfsI3L17V77//nsZMGCAnD59Wj0wcR3VrFnzvv34BwmkhsCUKVOkR48e4u7ursvmBw0aJCVKlEhNVTyGBExJICoqSsLDw2XevHnqV/zyyy9rVHH9+vV1BZEpobDTJJBOBCgUpxN4npYESIAESIAESIAESCDlBBB9hKR22JAIx9vbW6NEEYGUK1eulFfII5yewJ07d9RyAl6YoaGhUrZsWcHS5pYtWzKJndOPvn06OGnSJOnVq5f+BmHyChMSFIrtw55ncR4CGzduVH/v6OhoyZw5s64aCggI0AhjV1dX5+koe0ICDk6AQrGDDxCbRwIkQAIkQAIkQAIkcD+BvXv3anQoPIp///13tQ9o27atIAKJhQQeJBAXFyfjxo1TH8yLFy+Kv7+/inqwBnjqqace3J1/k0CKCGDyCkJx3759JXfu3Op93a9fPylevHiK6uHOJGBGAsktJa5evSrBwcEye/Zs2bZtmxQuXFiaNGkiQUFB4uXlxVwEZrxA2Od0IUChOF2w86QkQAIkQAIkQAIkQAKpJYAHy127dqkws379esmTJ4/06dNHLSgYdZRaqs55HHytf/zxR/nkk0/k0KFD4uPjoxYBmFhgIQFrELh9+7YKxbDAgZ8qkiTi96hYsWLWqJ51kIBpCGDSJSEhQeD5PWbMGPn111+lYMGC6vn96quv6neK+QhMczmwo+lIgEJxOsLnqUmABEiABEiABEiABFJH4NKlSzJjxgz1NIyJiVEBsGvXrtK4cWOxZEpPHqmUurPwKKMTgN/ltGnTBP6XefPmlffee0+vEUZ7Gn1kHaP9+I3BqoZvvvlGBg4cKAUKFFBLE9hQFC1a1DEayVaQgMEIYAIYUcXwLEaUsa+vr8CColWrVvL0008brDdsLgkYjwCFYuONGVtMAiRAAiRAAiRAAqYnAN/ZAwcOSEREhGZLR1TfSy+9pFHFfn5+pudjdgC4HuLj42Xs2LEqOEDQwyTC8OHDpXTp0mbHw/5biQCuq+vXr8vkyZNl8ODBmmCzdevWGrVepEgRK52F1ZCAuQhcvnxZrSdgL4VJPlgEvfbaa9K7d2+pUKGCuLm5mQsIe0sCdiZAodjOwHk6EiABEiABEiABEiAB6xHYsmWLfP3117Jq1SqNPGrTpo1gQwRSxowZrXci1uTwBJJHkMOX+MsvvxREFJ89e1Yj0eBN3KBBA8mRI4fD94UNNAaBu3fvyrVr11Qofv/999VTFUJxt27d9L0xesFWkoDjEYDtREhIiISFhQmS22FFCBJFduzYUSpVqqQNTv6b73g9YItIwLgEKBQbd+zYchIgARIgARIgARIwPQGINOvWrVMbimXLlkn+/PmlXr160rlzZ408ypIli+kZmQ3AiRMnZP78+SoUnz9/Xjw9PdUzFiIxxAYWErAWAQjFV65cUaH4ww8/VA9VTEh06dKFQrG1ILMe0xLAqqHIyEj1AD9+/LiUKFFC7+2wocBvOf2KTXtpsOM2JkCh2MaAWT0JkAAJkAAJkAAJkIDtCSDqCJHFiDzKlSuXdOjQQZo3by7VqlWz/cl5BochANFuwoQJGkm8Z88eqVq1qkC4g7dloUKFHKadbIhzEEDyrYsXL8qUKVPk448/ViELKxqCgoJ4vTnHELMX6UwAAvGIESNkyZIlcubMGaldu7b+piNpJBLZspAACVifAIVi6zNljSRAAiRAAiRAAiRAAnYgkHzZKewF1qxZoyLhTz/9JB4eHuppGBgYqJHFWbNm1RYlP8YOTeQp7EgAdhOIPps+fbocOXJEhTpEnkEoRmKxTJky2bE1PJUZCMAr/cKFCyoUf/LJJxq9DqEYy+PxG8RCAiSQNgKYjNm8ebN6zc+cOVN/x5GPoGfPnlKnTh1xd3dP2wl4NAmQwN8IUCj+GxJ+QAIkQAIkQAIkQAIkYEQCt27dkvHjx0toaKjs3r1bo/vgF4rII3gacpmqEUf1ydoMP8sZM2YkjT1EOojEGH8kP2IhAVsQgFB87tw5mTp1qnz22WdSpkwZweRU+/btNbGdLc7JOknAjAR++OEHGTZsmOzYsUMyZ86skzEtW7aUmjVrarI7MzJhn0nAVgQoFNuKLOslARIgARIgARIgARKwO4HTp0/LihUrVDCOjY3VaKNmzZqpWIwEdxSL7T4kNj8hxnnOnDnqSxwfH69RnU2aNJG33nqLkcQ2p2/uE9y+fVuXw0MoxvL4cuXKSdu2baVdu3ZSsGBBc8Nh70nAigRgQbF06VKZOHGi7Nu3Tz2KIRR3795dSpUqpeKxFU/HqkjA1AQoFJt6+Nl5EiABEiABEiABEnA+AvAxnD17tixYsECjjwoXLix+fn4aYVq5cmXJmTOn83XahD1CIsOjR4/KokWLJCQkRE6ePCkFChRQqwkIxfAnZiEBWxKAUIzrDkLxv//9b41eh0iMaHZciywkQALWIYDo/WPHjqm9FO7v8AbHxEyPHj00gW3JkiWtcyLWQgIkIBSKeRGQAAmQAAmQAAmQAAk4HYHff/9dheJJkyapWAx/WojFiPZDYjMWYxO4ceOGxMTEyOTJk2X16tWSkJAgVapU0QSGWPpfpEgRY3eQrTcEAdjdINIRQvGYMWOkYsWK8uabb6rlCYViQwwhG2kgAsgxgFwEERERMnfuXPntt98EfsWdO3fWCUJYUrCQAAmknQCF4rQzZA0kQAIkQAIkQAIkQAIOSAAJ7tauXasPlFu3bhVE/73wwguC5aovvviiIALJ1dXVAVvOJj2KAKLKDh06pGIBLEZWrVqlu2JcYTHSoEEDjTJ71PH8nASsSQBC8eHDh2XatGny+eefC1YswJ8YvzH58+e35qlYFwmQwJ8E4Ee/ZcsW/b5t2rRJXFxcBCtI8L3DfT179uzkRAIkkEYCFIrTCJCHkwAJkAAJkAAJkAAJODYBWBMg+mj58uVy9epVKV68uEb8NW3aVL0Nn376acfuAFunBO7evSv79+9XD+rg4GDZs2ePfl6rVi3p1KmTLj+mLywvFnsSSExMlLi4OBWKv/jiC6lWrZoKVi1atJB8+fLZsyk8FwmYhsD169c1ij88PFxF40KFCslrr70m3bp1Ey8vL9NwYEdJwFYEKBTbiizrJQESIAESIAESIAEScAgCEIchKi5ZskSWLVsme/fulRw5ckiNGjXUqqBu3boqGDtEY9mIhxKAH2VUVJSK/Rs2bNDl/rlz59bxq1+/vlSvXl2FuYwZMz70eH5IArYgAKH44MGDKhR/+eWX+puCJIqIbs+bN68tTsk6SYAE/iRw4cIFTWCKJJKwfylWrJh06dJFMAFcpkwZMiIBEkgDAQrFaYDHQ0mABEiABEiABEiABByXAPwMM2TIkNTAHTt2yOLFi2XevHnyyy+/6P+9/PLL0rBhQ908PDx02WrWrFmTjuGb9CPwxx9/yKVLl+TcuXPqRzx//nzZvn27XLlyRTw9PcXX11cjw729vbncOP2GydRnhhd6bGysCsUTJ04UHx8f6dixo7z++uuSJ08eU7Nh50nAFgSS39cRzT9q1ChZuHChJrfD9w+2L/7+/kwmaQv4rNM0BCgUm2ao2VESIAESIAESIAESMDcB+NueOXNGo4shFq9cuVLOnz8vzz77rCZCa9SokSC6GN7FjExN/2vl5MmT6jENgTg6OlrHCuJbzZo1NSlh7dq1xc3NTbJkyXLfhED6t5wtMAuBmzdvqh3K9OnTBYkzYYMCoRjL4BHxzkICJGA7Akhqum/fPvUrDgsL0xNhpdCgQYP0PsHvoO3Ys2bnJkCh2LnHl70jARIgARIgARIgARJ4gACS4ezcuVNgYbB69Wr5+eef5dq1a1K2bFmB+IgHTUSpFi1aVJ566qkHjuaftiQA4e3UqVOasA4JizZu3Cjbtm0TRG6WL19eM9z7+fmpIJcrVy5bNoV1k8BjCeB6ha3NjBkzZMqUKYIVCvDLxioFilSPxccdSCDNBHBvCA0N1e9fTEyMThy2a9dOWrVqpatOMJHIQgIkkDICFIpTxot7kwAJkAAJkAAJkAAJOAkBiDw//PCDREREqH8x/kYGdSSkQmQxogIRXYxkd4wwtt2gW5YSIzoMliDr1q2TyMhI2bVrl1pPgD/GBMuJIcSVKFHCdo1hzSSQAgK4ZnGdQiieNm2aClNBQUGaWPG5555LQU3clQRIILUEYEGBFULwCYcVDJKaBgYGqmcxEt3RTiq1ZHmcWQlQKDbryLPfJEACJEACJEACJEACameAB0v4FyPCGJHGSJKTLVs2TXBXtWpVefHFF9WaAslyWKxPAImIsHwYY7B161bZvXu3wHYCQhv4I1ldlSpVpHDhwpqwLnPmzNZvBGskgVQQgFCM6xZC8cyZM3WCCUIxJpoY8Z4KoDyEBFJB4O7duwKxGD7hyEOAe0qlSpUkICBAfeyRfwDFMimZilPwEBIwFQEKxaYabnaWBEiABEiABEiABEgABB58YLx69aps2rRJoqKiZP369RrZiiWtefPmVSsKRLLiwRNipbu7u7i6uupGmikncPv2bbl+/braSRw7dkzFeTBHoroTJ04IktiBO2xAGjdurJHdiCpmIQFHI4DrGNYoEIlnzZqlkxqdO3fWyGJ4n7OQAAnYj8CKFSs0WW14eLggJwFspHr37i2vvvqqWlLYryU8EwkYmwCFYmOPH1tPAiRAAiRAAiRAAiRgBQKISEpMTNRo4v3798vmzZvVvxhWCJcvX1ZRGBHFyKqOh09EupYpU0atKqxwelNVcfToUU1Oh+hhRHAjojshIUEZVK5cWe0lfH19xdPTU5C8LmfOnExWZ6orxDidhVAML+3g4GAJCQlRb+K3335br2FMKLGQAAnYl8DatWtl2LBhujoFq0+aNWumUcVYmUILCvuOBc9mXAIUio07dmw5CZAACZAACZAACZCADQhgOfmhQ4c0whVRrvAgxd8QhZ555hn1yK1YsaImV4NfLpJWQdDEa6ZMmWzQIuNWCQH+0qVLavEBMfj06dOa/AtMkQQMiQVh85E/f34pXbq02nxUr15dwJeJBI077mZp+W+//aaTShCK58yZoxHwEIpr1qypKw/MwoH9JIH0JJB8hRAmdvFdxMQNJnFwb2nUqJF069ZNKlSowMji9BwontswBCgUG2ao2FASIAESIAESIAESIAF7Ezhz5ozs3btXfvzxR/UwhnAMS4oMGTKoOFyqVClNtAZxE9YUSKJDgfN/o4SHd1hLwH8Yy/Px0P7TTz+pcAx7CRREZfv5+amnK3yIIbYzS/3/+PFfxydw7do12bhxo0YUh4WFSZMmTVSQgq85JpVYSIAE7E8AVlKTJk2SUaNGyZUrV6RAgQLSo0cPncjx9va2f4N4RhIwGAEKxQYbMDaXBEiABEiABEiABEjAvgQQEYtI2Pj4ePUuhjUF7BJgoYCIQniRwlP3+eefl+LFi+uGTOvY8JlZklpBNIPHMDYIxOBz+PBhfT116pQ+sGfMmFG5lC1bVry8vDRhYNGiRaVIkSIqEtt3ZHk2EkgbAVzz69atU6E4IiJCmjdvrkIxJo7oq502tjyaBNJCIDo6WqOKQ0NDdeUKbI3atGkjbdu21ShjTPaykAAJPJwAheKHc+GnJEACJEACJEACJEACJPA3ArCfsHgYI0IW0cbnzp1TH2NEyUIcgvAJG4Vy5cppxCy8jfPlyyfwS4Q1BV5dXFyStr+dxIE/QB+RJAgbktLhFfYSEMwgnoMNfJ1//vlnFdZhLYH/h70Eoq0RQYzIYQhp8HvG5ywkYFQCiFyEJyoS2S1YsEDeeOMN6d69u3qYw1ubhQRIIH0I4LsJiyNEFS9btkwbAZ/inj176v0Hk7ssJEACDydAofjhXPgpCZAACZAACZAACZAACTyUADyMIYzevHlTRWKIxdhgsQCxFMIxBGFYULi5uclzzz2nS18RbQwR2cPDQzdEG0M8NVK5cOFCUtTw8ePHNXI4Li5OX+ENCWEYUdaI1rL4OUMwhzckktMVLlxYk9Nlz55d2Rip72wrCTxIAGLUqlWrVChetGiRtGrVSpe4v/DCC7y+H4TFv0nAzgRwP4IlTHh4uKxZs0bvSfArDgoKkldeecXOreHpSMA4BCgUG2es2FISIAESIAESIAESIAEHJHD27FmBWHrw4EE5cOCARtLCquL8+fNqtwBBGZYLEE4tFhUQiJFkB6+wpoBwCmEZEbaurq6anR0Z2i0bopDh3WuL5bK3bt3S6ODExETBe7zCh9myWYRxCMEQwdE3bCdPntRXiMc4BqI4IqrRH/QLkdQlS5ZUgRhezhDGbdF+B7wk2CSTEIAQtWLFChWKf/jhB/H399eIRfiV58iRwyQU2E0ScFwCuDcvXbpUJk6cqPdm3Ifeeustad26td6bsLqHhQRI4H4CFIrv58G/SIAESIAESIAESIAESCBFBGCtYNkQSYyI2uQ2DHiPh9UjR46o+IrKIRxjg3AKgRVRxhBXYVEBMRlJ3RCJDNEVHsgQmSHCYjk7RGVrFAjYiIyG2IWEPxCCL168KBB+ExISVOiGCA5RGEn98BmsJpCkDv1FQfvhxQyrDYjBsJaA/zBE4jx58mhkNfaz9BfvWUjAWQjgu4Nl7bNnz1YxKjAwUIViRNBTKHaWUWY/jE4AXvmjR4+WyMhIgV8+Iv5hE9OpUye9Txm9f2w/CVibAIViaxNlfSRAAiRAAiRAAiRAAqYnABEWEcXYLKIrxFZE5GKDGGsRZCEsQ3zFBqEZAhMEYbxCFMaGSGNEHCePNkaEMbbkfscQbrFZ6sMrfIUt3sKIGLZEDSePHEbUMDa0xbJhWT32QZuwIboZojVEbGwQtREVDUEYGz6zvIf4zUICzk4AEywQnyAUR0VFSbt27aRXr17qT26tCR1nZ8j+kYCtCWCCc/v27Zp0cvr06Xq6GjVqqE0MLChw32IhARL4iwCF4r9Y8B0JkAAJkAAJkAAJkAAJ2JQAhKX4+Hj19D1x4kSS3y+inCAkI6IXSeIsAq8lUtkSwZu8cRCJIRxbxGKIuQ9G7uI4PCRjswjEsJR4sEBcTn685T0EX0Q6Y7muZUMEMbyGETXMhEAPkuTfZiKA7/PixYslJCREVq5cqUvaIRQjsp6JGs10JbCvRiCAyZyPPvpItm3bpvfNFi1aSMuWLQW+xZiIZSEBEvgfAQrFvBJIgARIgARIgARIgARIwI4EELmLiGNsFh9gvF6/fl2jeS9duiTYYAUBIQrL22ERgQ374HhE+kL4tYjAEJfxmUXwxSuKRTiG8IsN0cfwO0Z0MIQsRD1CDMaGKGZYXGCzRA7D7gL7QpC2bHigtvgpo34WEjArAXxHFy5cqEIxkmV17NhRevfurd6nFJ7MelWw345KAJOxEIvHjRsne/bs0Xta8+bN9Tvr5eVlNVsnR+0/20UCT0qAQvGTkuJ+JEACJEACJEACJEACJGAHAhCAEVlsEYlhAQGRGJYQFqE4ucCM98eOHZNNmzapUFy0aFH1DYa/sUU4Ti4QQ/CFSGzZYHFhEYshDEModnd350OzHcaapzA2AQjFCxYskNDQUFm7dq16nvbp00eTOFIoNvbYsvXORwArdeC5//nnnwssKHCPxUqZt99+Wxo3biwVK1bUe6bz9Zw9IoGUEaBQnDJe3JsESIAESIAESIAESIAEbEoAD7OwjEj+ivcPbhCBLd7DK1asUG9URPj6+/trRveqVatq1DHqskQY49WyoRN4j2Msn1neW15t2lFWTgIGJwCheP78+SoU//jjjxIUFCQWoRgTMiwkQAKORQD3TEyqYoJn5syZumLH29tbv7u4d2KCFatvWEjAzAQoFJt59Nl3EiABEiABEiABEiABpyCwfPlyefPNN9VWAmJVhw4dpHjx4k7RN3aCBByVACxiLELxunXrpHPnzioUlyhRQpe1O2q72S4SMDMBrNDZsmWLWlBs2LBB8wI0bNhQAgMDpX79+rqqxsx82HcSoFDMa4AESIAESIAESIAESIAEDEoAUcbwOo6MjJTu3burOAWRuE2bNlK+fHmD9orNJgFjEIBQHBERoRHF69evly5duqhQjEkaRhQbYwzZSnMSgKXT7NmzZd68eQKx+LnnnpN69epJ//79pXLlyuaEwl6TwP8JUCjmpUACJEACJEACJEACJEACBiUAoRjexUuWLFHrCSSn69Spk1pPlC1b1qC9YrNJwBgEIBRDaIJHMcQmCMV9+/bVaH4kgWQhARJwXAIJCQn6/R01apScOHFCvf3bt28vTZs2lSpVqjhuw9kyErAxAQrFNgbM6kmABEiABEiABEiABEjAVgQgFCMhD4RiCFQ5c+bU5e8tW7aU0qVL2+q0rJcESOBPAhCKw8PDVSjeuHGjJsXq16+fIKEkhWJeIiTgmARw34QvP0psbKyMGTNG76Hnz5/XhHZvvPGG2jch0R0LCZiRAIViM446+0wCJEACJEACJEACJOAUBJCoDmIVhOIBAwaot2LXrl2lWbNm4unp6RR9ZCdIwFEJ4LsXFhYmc+bMEQjF+O5BKC5SpAiFYkcdNLaLBJIRSExMlIMHD8rIkSPlu+++0/9BItiePXuKr6+veHh4JNubb0nAHAQoFJtjnNlLEiABEiABEiABEiABJyQAoRjLZxcvXiyDBg1Sn8Vu3bpJkyZNpGTJkk7YY3aJBByHwMWLF5OE4k2bNgm+exCKCxcuTKHYcYaJLSGBfySA+yj8iqdOnSr4HmfKlEnvof7+/tKoUSNxc3P7x+P5nyTgbAQoFDvbiLI/JEACJEACJEACJEACpiGAB9yzZ8/KokWL5L333pO8efNKjx49pHHjxuqTahoQ7CgJpAMBCMVz587ViOLNmzdrQkmLUJwlS5Z0aBFPSQIkkBoCx44dkzVr1sjo0aPVjiJbtmwSEBCgVk7lypWjWJwaqDzGsAQoFBt26NhwEiABEiABEiABEiABsxOAUHzq1CkVij/44AMpUKCAvPPOOxoFBZ9UFhIgAdsRgFCM5eqwnoiOjlahuH///poUi0Kx7bizZhKwBYG4uDiZNGmS3k/j4+OlVKlSAr/iwMBAKV++vC1OyTpJwCEJUCh2yGFho0iABEiABEiABEiABEjg8QQgFB8/flwWLlwoQ4cOVT/F3r17S4MGDdQn9fE1cA8SIIHUEoBQDJEY25YtWzSaH0IxfE0pFKeWKo8jgfQh8Mcff8j69eslIiJCE1TeuHFDKlSooN9rWFBgxY4lCV76tJBnJQH7EKBQbB/OPAsJkAAJkAAJkAAJkAAJWJ0AhOLDhw+rUPzpp5+qN2rfvn2lXr16GtVo9ROyQhIggSQCEIpDQ0NVKN66dasmwLIIxZkzZ07aj29IgASMQ2D16tUyYsQInfy5d++e1K1bV1q1aiXwLOYEkHHGkS1NPQEKxalnxyNJgARIgARIgARIgARIIF0JIAIKy2W///57GT58uPoSwyPVz89Pnn/++XRtG09OAs5O4MKFC0lCcUxMjNq+DBgwQAoWLCgUip199Nk/ZyIAQdgSLXzp0iVZsGCBBAcHy8aNGyVXrlzSsGFD/X5XrFhRXF1dnanr7AsJ/I0AheK/IeEHJEACJEACJEACJEACJGAMAhCKDxw4oELxyJEj1VMRQlWdOnVUrDJGL9hKEjAmAQjFISEhGlG8bds26dWrl+D7B69wCsXGHFO2mgRAAPfWcePGaWTx5cuXJX/+/NKuXTtp1qyZ+Pj4EBIJODUBCsVOPbzsHAmQAAmQAAmQAAmQgDMTwMPs/v37NfoJ2drLlCkjgwYNklq1aumDrTP3nX0jgfQmAKF49uzZKhRv375d4A8OoRiiEoXi9B4dnp8E0kYAkz+wlkFk8ZUrVwQJYpHYrkOHDpoDwMXFJW0n4NEk4KAEKBQ76MCwWSRAAiRAAiRAAiRAAiTwOAIQivfu3Svz58+XsWPHipeXlwwZMkQjnpB4h4UESMB2BCAUz5o1S4XiHTt2qFD87rvvqlBMEcl23FkzCdiDwM2bN/X++sknn8jSpUv1lFWrVpXu3buLr6+v5gSwRzt4DhKwNwEKxfYmzvORAAmQAAmQAAmQAAmQgJUIQCjetWuXCsVffPGFeHt7y/vvvy81atSQ3LlzW+ksrIYESOBhBCAUz5w5U7777jvZuXOn9OnTRyAU58uXTygUP4wYPyMBYxH49ddfdcVOWFiYREVFaTI7iMRdunSR+vXrS/bs2ZO8jY3VM7aWBB5NgELxo9nwf0iABEiABEiABEiABEjAoQlAKEYkY0REhHz11VdSuXJl+fDDD6VatWqagMehG8/GkYDBCSQkJKhQPHfuXBWK+/btq0IxovkpFBt8cNl8Evg/gaNHj8qyZcv0HhsbGyvu7u5qQdG6dWtBhDGT2/FScTYCFIqdbUTZHxIgARIgARIgARIgAdMQuHPnjsTExKhQ/PXXX+tD69ChQ6VKlSr6MGsaEOwoCaQDAQjFM2bMEAjFP/30k/Tr1y9JKM6UKVM6tIinJAESsAWBQ4cOyYQJEyQyMlLi4+PF09NTmjRponYzzz//vC1OyTpJIN0IUChON/Q8MQmQAAmQAAmQAAmQAAmkjQCE4ujoaJk3b55MnjxZLSeGDRsmlSpVkmeeeSZtlfNoEiCBfyQAoXj69OkqFMMCpn///ioU58mTRygU/yM6/icJGIrA7du3Zffu3ToxhMkh/I0VPF27dpW6detKoUKFDNUfNpYE/okAheJ/osP/IwESIAESIAESIAESIAEHJgCheMOGDSoUf/vtt/LSSy/Jp59+ql7FOXPmdOCWs2kkYHwCEIqnTZumQjFEJAjFAwcOVH9wCsXGH1/2gAQeJICkdv/6179k69atai8DkbhNmzbSqlUrWlA8CIt/G5YAhWLDDh0bTgIkQAIkQAIkQAIkYHYCEIrXrVsn4eHhGulUq1YtfYgtX768uLm5mR0P+08CNiUAoRgTNLCe2LNnjwwYMEAGDRqk/uAUim2KnpWTQLoQOH/+vKxZs0ZGjBghe/fu1eR2sKBAZDEsn7iSJ12GhSe1MgEKxVYGyupIgARIgARIgARIgARIwF4EIBTjoRVCcXBwsNSpU0eGDx8u5cqV02zs9moHz0MCZiQA0cgiFEM0evfdd5OE4owZM5oRCftMAk5P4OLFiyoUw3bmypUrki9fPkFiu5YtW4qPj88T287AvuLu3buSNWtWp2fGDhqLAIViY40XW0sCJEACJEACJEACJEACSQQgFK9atUrCwsJk9uzZ4ufnJyNHjpTSpUtLtmzZkvbjGxIgAesTgFA8depUjSjet2+f2k4govjZZ58VCsXW580aScARCPzxxx+aRHbRokUyadIkuXr1qnh4eEhQUJAEBARIkSJFNNL4cW09ceKEJCYm6v4uLi6P253/TwJ2I0Ch2G6oeSISIAESIAESIAESIAESsC4BCMVRUVEqFM+ZM0fq1asno0aN0ozsrq6u1j0ZayMBEriPAITiKVOmqFD8888/azQxhGJ3d3cKxfeR4h8k4FwEbty4oWLx2LFjdVUP/q5du7b4+/tL06ZNpWDBgvd1+N69e5IhQwb9DJHEcXFxEhERIb///rsKzMWKFbtvf/5BAulJgEJxetLnuUmABEiABEiABEiABEggDQTwwLl8+XIVquCT2qBBAxk9erSULFmSy1nTwJWHksCTEIBQPHnyZP3+7d+/XwYPHqxiMYRiiyj0JPVwHxIgAeMRgO3EvHnzdIMFFFbxIE9Av3791ILiqaeeeujvAH4rli1bJhCZISBjVYKvry9XARnvEnDaFv8XAAD//5F+XgoAAEAASURBVOydBZxUVRvGX5Zm6e6y/QzEVuwEAwU7URETxUQQFQELpAzCLhQEQRAVQQVb9BP1s0Clu7uWZe/3/s96xzuzs7Ozy8yy8Z7fb3ZunHviOTF7n/Oe5y3haRALhoAhYAgYAoaAIWAIGAKGgCFQ6BDYsWOHvP/++zJy5Eh5++23pU2bNtKvXz/ZY489pEyZMoWuPlZgQ6AwIbBixQoZNmyYG39//PGHdO3a1X2qVq0qJUqUKExVsbIaAoZAHhBYtWqV++0dNGiQzJ49W2rXri3t27eXdu3aycknnxyW4vbt22XKlCny4YcfytSpU4U5o3r16m7OOPvss2X//fcPi28nhsDuQqCEEcW7C3rL1xAwBAwBQ8AQMAQMAUPAENg1BCCK33vvPUdUjRkzRnjZ7N+/vzRr1kxKlSq1a4nb04aAIRATAYjioUOHuvE3c+ZMue+++xzpU6VKFSOKYyJnNw2Bwo0A9pb+YtDvv//uFozeffddWbhwoey9995ywQUXyI033iiNGjWSnTt3yqZNm+T777+XN954Qz755BNZtGiRA6BmzZrSunVrueiii9zvd+FGxUpfVBAworiotKTVwxAwBAwBQ8AQMAQMAUOg2CEAUTx+/Hh56623ZOzYsdK2bVsZOHCgNG7cWEqWLFns8LAKGwL5icDy5ctDRPGsWbOkW7duIaI4P8theRkChsDuQwAieP78+dKzZ095/fXXXUFatmwpHTp0kNNPP11YOIIgnjhxovzyyy+yZs2aUGErVKgge+21l1x33XXSuXPn0HU7MAR2JwJGFO9O9C1vQ8AQMAQMAUPAEDAEDAFDYBcQgCiGIIYohjA+77zzZPDgwc6Kybd22oXk7VFDwBCIgQBE8ZAhQ2TUqFECUdy9e3dnVVypUqUYT9ktQ8AQKIoIjBgxQl544QWZNm2a29Fz3HHHyaGHHuqI4kmTJsmMGTNk69atYVVPSUmR8uXLS6dOnaR3796Smpoadt9ODIHdgYARxbsDdcvTEDAEDAFDwBAwBAwBQ8AQSAACEMVITrz55pvOWgldxKeeekoaNGiQgNQtCUPAEIiFAETxs88+64jiP//8U+6//35HFFesWDHWY3bPEDAEiiACy5Ytc9rDDz/8sFs4oor4CkAGCn1iLI+zC/x2P/roo9K8eXMpXbp0dtHsuiGQLwgYUZwvMFsmhoAhYAgYAoaAIWAIGAKGQOIRgCjGmhGiGAc56CI+/fTTUrdu3cRnZikaAoZAGAIQxc8884wbg3/99ZcjipGfMKvAMJjsxBAoNggsWbLE7SzAd0BQYiInAFq1aiW33Xab8F2vXr2cott9QyCpCBhRnFR4LXFDwBAwBAwBQ8AQMAQMAUMgeQhAFCM7AVH80UcfOYc4WDjiIMeCIWAIJBcBiGIWZlis+fvvv6VHjx5OpxjdUQuGgCFQ/BBgZ8GgQYMEqYkFCxY4K2JkoHB+Fyvsu+++zsfAZZddJgcddFCsqHbPEEg6AkYUJx1iy8AQMAQMAUPAEDAEDAFDwBBIDgJpaWmOJEYb8eOPP5aLL77YaaZWr149ORlaqoaAIRBCgK3mSL28/fbbMnv2bHnggQccUYzmqAVDwBAoXghMnjzZSUF98sknMm/ePMnIyIgbgBo1ajg9465du8rJJ58c93MW0RBIBgJGFCcDVUvTEDAEDAFDwBAwBAwBQ8AQyAcEIIrxps5n6tSpcumll8qwYcOkcuXK+ZC7ZWEIFG8EIIpxHglRPGfOHHnwwQcdUVyuXLniDYzV3hAoJgiwq2fRokXy888/y4QJEwSSeOHChTlaEEfCg1O7hg0bSp8+feTKK6+MvG3nhkC+ImBEcb7CbZkZAoaAIWAIGAKGgCFgCBgCiUMAovjVV191RPHnn38ul19+uQwfPtw0UhMHsaVkCGSLAEQx28whiufOnSsPPfSQI4rLli2b7TN2wxAwBIoGAunp6c5yGIL4lVdecYtFmzdvznPlkKjo1auX3HTTTVKtWjWBPLZgCOwOBIwo3h2oW56GgCFgCBgChoAhYAgYAoZAAhCAKH755Zfl9ddfl6+++kquuOIKef7558UsGhMAriVhCOSAAETxwIEDHVHMVvOePXs6R1alS5fO4Um7bQgYAoUZAZzWzZgxQz744AP32ztz5kzh93hXw3XXXScdOnSQQw45xBZ8dxVMez7PCBhRnGfo7EFDwBAwBAwBQ8AQMAQMAUNg9yLAi+kLL7zgiOJvv/1WrrrqKnnxxRelVKlSu7dglrshUAwQgCgeMGCAI4rnz5/viOL777/fxl8xaHurYvFFAEtidvC88847zpJ4y5YtCQMDfeJ27drJhRdeKLVr105YupaQIZAbBIwozg1aFtcQMAQMAUPAEDAEDAFDwBAoQAhAFD/33HPy2muvyffff+8skbAwtmAIGALJR2Dp0qUhonjBggXy8MMPC0RxyZIlk5+55WAIGAL5jgAO6lggGjNmjCOKIYwTFZCaaNy4sZx++unSo0cPadSoUaKStnQMgVwhYERxruCyyIaAIWAIGAKGgCFgCBgChkDBQQCieOjQoY4oZhvstdde6yyKC04JrSSGQNFFAKK4f//+zqIYB1boi0IUm7Zo0W1zq1nxRgBr4lWrVsnXX3/trIpZoP3777/dNUjkXQnMGywyHX300c5JZosWLXYlOXvWEMgzAkYU5xk6e9AQMAQMAUPAEDAEDAFDwBDYvQhs375dhgwZ4qQnfvzxR+nYsaPTKN69pbLcDYHigQBEcb9+/WT06NGyaNEi6d27tyOKcUplwRAwBIomAhDCkLorVqxwhPH48eOFz9q1axNS4SZNmshTTz3lLItxjGnzSUJgtURygYARxbkAy6IaAoaAIWAIGAKGgCFgCBgCBQkBiOKnn35a3njjDfn555+lU6dOMnz48IJURCuLIVBkEYAo7tu3ryOKFy9eLH369HFEcZGtsFXMEDAEwhCALP71119l+vTpgp+An376SZCh2ZVQo0YN6dq1q5xzzjmy99572w6FXQHTns0TAkYU5wk2e8gQMAQMAUPAEDAEDAFDwBDY/QhAFA8ePNgRxbys3nDDDU6KYveXzEpgCBR9BJYsWRIiijk2orjot7nV0BCIhsCOHTvkww8/lLFjx8qnn34qSNEgI7Fz585o0WNeq1KlirRt21bat28vbdq0MeeYMdGym8lAwIjiZKBqaRoChoAhYAgYAoaAIWAIGAL5gABE8YABA2TEiBEya9YsZ1H87LPP5kPOloUhYAhADj/xxBPOohjr4kceeUS6d+9uwBgChkAxRGD9+vVOr/ibb76RqVOnuk9QjgIJCc/zckSmfPnyst9++8nll18uXbp0MYviHBGzCIlGwIjiRCNq6RkChoAhYAgYAoaAIWAIGAL5hABE8ZNPPumI4tmzZzuiGCkKC4aAIZB8BCCKH3/8cUcUL1u2TB599FHp1q1b8jO2HAwBQ6DAIoAMDc7uPvjgAydFMX/+/FzpF2OJnJqaKldeeaWbUypXrlxg62oFK5oIGFFcNNvVamUIGAKGgCFgCBgChoAhUAwQgCjGmRYWxXPnznVEMU5wLBgChkDyEYAofuyxxxxRvHz5cnd83333JT9jy8EQMAQKLALITaSnp8vmzZtl8uTJbn6YMmWKbNy4MVdlPuuss9zvOzrFkMcWDIH8QsCI4vxC2vIxBAwBQ8AQMAQMAUPAEDAEEowARDFb3yGKcaCDRvGgQYMSnIslZwgYAtEQgCjGinj06NGCUyusi3FCZcEQMAQMARBgpwHWxZ999pl89913TiIqKEcRC6XDDz/czSfHHnus1K1bN1ZUu2cIJBQBI4oTCqclZggYAoaAIWAIGAKGgCFgCOQfAhDFWDS++eabwnbXTp06ycCBA/OvAJaTIVCMEWDM+UTxypUr3aLNvffeW4wRsaobAoZAJALoEs+bN0+mTZsmI0eOlJ9//lmYLzIyMiKjhp3vtddecuGFFzqndi1btgy7l5cTXx858pu0/Gt+upHn/vXIb3SXgyF4Hu04eC34nB0XLASMKC5Y7WGlMQQMAUPAEDAEDAFDwBAwBOJGAKIYB1pvvfWWs1yCKO7fv3/cz1tEQ8AQyDsCEMWMPyyKV61aZURx3qG0Jw2BIo3Ajh073BwBYfzll18KUhR8b926Ndt616xZU7Aq7ty5s7Ru3TrbePHcQAoDS2Yc7iGBwQdpDD5btmxx5di2bZvwPwWftLQ0J5+BjAaENsQxH4jelJQUKVWqVOhTtmxZ4VOuXDnBEV+FChWcxjI6yxUrVhQ0lvlUqVLF3Y+nvBZn9yJgRPHuxd9yNwQMAUPAEDAEDAFDwBAwBPKMAC90ffr0cUQxW98hinFuZ8EQMASSjwBEMeNvzJgxjgTq27ev3HPPPcnP2HIwBAyBQovAwoULZeLEiTJ+/Hj54YcfQkRtpBVv6dKlpUGDBnL//fdLx44dY9Y3SPBCSkP08g35u2nTJlmzZo2bo1avXh0ijH3SmPsQxj5R7D8LuQxJHEkUo5ccJIspZ5kyZRwJ7JPDlSpVCpHD1apVEz41atSQOnXqOMKYZ/zn/G/SgHAmbQu7FwEjincv/pa7IWAIGAKGgCFgCBgChoAhkGcEeDns1auX287KCyBEMWSVBUPAEEg+AhDFvXv3dkQx4w/HknfffXfyM7YcDAFDoNAiAPGKde/s2bPlq6++knHjxslPP/0UcnaH1a5PGnPcvXt3ufPOO6V69epR64xFMM5s8VOwaNEi92Fu4oNGMnMT/yv4TvYggPn458FEfdLWJ3J9UtiXjPAti/1nfVKa9IOB5/gELY9Jk2tYF9evX9+R4BDhDRs2dMeNGjWSpk2bOkI5mJYd5z8CRhTnP+aWoyFgCBgChoAhYAgYAoaAIZAQBLAAgihGegLroOuvv95tf09I4paIIWAIxEQAIubhhx+Wd955x1nsYc1/1113xXzGbhoChoAhAAIQxj5ZDGH8/fffy8yZMx2pG0SoQ4cOzlFt8+bNnbXt8uXLHdEMAYzWMWSw/+Een3Xr1oWsiiF3kYNABoJv5CH8jy8b4X9j1csnL0Rx0KqZ/038D0S2/0HyAnLZl6nAArlWrVrOWR/WxvXq1XPEMbIbviUyBDkf4lrIHwSMKM4fnC0XQ8AQMAQMAUPAEDAEDAFDIOEI8CLWs2dPZ1HMCxgWxTi3s2AIGALJRwDrPZ8oxkIQfXAs/ywYAoaAIZAbBGbNmuWkKHBMi7O7YDjttNPk7LPPln322ceRrz/++KP88ccf8ueff8qcOXNkw4YNwejuGEIYC10sd+vWreskH2rXri0QsEhAQLxWrVrVfbDwJT4EMbIPvjVzlkRjXMDiGAIYCQv+F2HhGrIayQsIbTTcIbUhsSG1lyxZ4r65HhkgqbEs3m+//WTfffd13xzvsccervyR8e088QgYUZx4TC1FQ8AQMAQMAUPAEDAEDAFDIF8QgCh+8MEHHVGMUxwsih999NF8ydsyMQSKOwKRRPGAAQPkjjvuKO6wWP0NAUMgDwggHfHLL7/It99+Kx9//LH8/vvvjgTGyrZx48bOChjLXEhWyFjkIyB4IX6DhDDxuYZOMFbEfLDG9a2I+cai17ci9mUl8lDkbB9B59i3KOab/0/4UH40kflAJkMkBwnkpUuXOgKZ+kFYQ2ZDbmN1DPHdrFkz98G6GuKYulpIPAJGFCceU0vREDAEDAFDwBAwBAwBQ8AQyBcEeAF74IEHHFHMtk8sinGuZcEQMASSj4BPFI8dO9YRHkYUJx9zy8EQKGoIQIgiQ4FFLla4OLh7/vnnnX5xpMUtVr+Qw8gyQA7vtddeAmmKBW6TJk0cocxxYQpYGM+fPz/0wUoaC2uuYS2NlTIkM3WHNMbK+KCDDpJDDjnEHUMg+xbREODJIL4LE56JKKsRxYlA0dIwBAwBQ8AQMAQMAUPAEDAEdgMCEMV4RB85cqRzTINFMc61LBgChkDyEYgkigcOHChdunRJfsaWgyFgCBQZBFjkRUYCjeLp06fLjBkzHFGKVW0wHHnkkXL00UfLAQcc4Kxp0fTFOhgC1bcO5hvphsIUcIzn6xvzzf81kOZYHIMLus0Qxz55jFUyEhlVqlRxVsb777+/tGjRQg477DA54ogjHBaFqf4FsaxGFBfEVrEyGQKGgCFgCBgChoAhYAgYAnEgwAtVt27dZNSoUW6bJkQxzu0sGAKGQPIR8InicePGOedSWBTffvvtyc/YcjAEDIFCjQCWskguLFy4UP766y/59ddfnewExChWxUguILeABW3JkiUdGYzWMERomzZtnDVxoQYgzsJDFs+dO1fmzZsnf//9t3P+h8UxuK1YscJZGkOWI0Nx4IEHSsuWLZ2VNdbWfLC8tpB7BIwozj1m9oQhYAgYAoaAIWAIGAKGgCFQIBCAKO7atau8/fbbzsIGohjndhYMAUMg+QgEiWLIHZzZGVGcfNwtB0OgMCOA40u0iD///HP3+e6775z1LHWC2Nxzzz0dIYwFMfIKXOOZjz76yFnRXnbZZU5qoTBjEG/ZkeXwpTmwIsbiGEmK3377zVlgo+f8008/OYkK4mFNjYUxDgBPOeUUZ2UM2W4hdwgYUZw7vCy2IWAIGAKGgCFgCBgChoAhUGAQgCi+5557HFHM9tOOHTvKQw89VGDKZwUxBIoyAkGiGMs3iOLbbrutKFfZ6mYIGAJ5QIDfaqxisRxGWgJyE2d1aBAjF4HOLpISkJx77723NGjQQBo2bOictZUqVcpJMfzxxx9uQfg///lPsdbhRc8Za+LFixe7j08cgy0YgTXO/NBqBqvDDz/cWRrvt99+JksRZ981ojhOoCyaIWAIGAKGgCFgCBgChoAhUNAQ4IXo7rvvdkQxTlywKMa5nQVDwBBIPgI+Ufzuu+86i8Ann3zSiOLkw245GAKFAgHfEpZFJPR1v/76a2cV/PPPPzuik0o0btxYjjnmGDn22GPlqKOOcsQmUgoWcocA8h1ffvmlcwAIEc/5pk2bHLEOrlgXY2WMREX16tUdYWxO77LH2Iji7LGxO4aAIWAIGAKGgCFgCBgChkCBRgCi+M4775TRo0dLamqqI4pxbmfBEDAEko9AkChGcxSiuHPnzsnP2HIwBAyBAocAxHCQfMTpGrISn3zyiXzxxRdObmLNmjWOqERSAnKY7+bNm0vt2rWlUqVK7ne8wFWsEBQISQoIeeZhNIx//PFHRxpjuY3VNlbZWGgfd9xxcsYZZzjSGLwtREfAiOLouNhVQ8AQMAQMAUPAEDAEDAFDoMAjAFHcpUsXGTNmjFSuXNlJT3Tv3r3Al9sKaAgUBQR8onj8+PGOoOjXr58RxUWhYa0OhsAuIIBeOQ7Y/ve//8m0adPkm2++cc7XIJGbNGnipBBOOOEEOfroo53MBNq7FhKLAGQxlsXTp08XdIzRNEbnGYeArVq1krPOOksOPfRQR9AjUwGRbOFfBIwo/hcLOzIEDAFDwBAwBAwBQ8AQMAQKFQJbt251zrMginF4g0Zxt27dClUdrLCGQGFFIEgUs825b9++cuuttxbW6li5DQFDYBcR2Llzp0yaNEnGjh0rLCCtXr3ayR+0aNFCTjrpJGnTpo3su+++7vcavwKQxEEr5F3M3h7/B4H09HR3hIUxJPFnn30mH374oTveuHGj1KpVS3AWeOGFF8rxxx/vJEAMvH8RMKL4XyzsyBAwBAwBQ8AQMAQMAUPAEChUCEAU4zwLohirGIji++67r1DVwQprCBRWBCCKe/bsKe+9957Tw4QovuWWWwprdazchoAhkEcEWCiaOXOms1796KOPnDXrsmXLpFmzZs5yGJmJww47THCohkyUhfxDYPPmzSFHguhEY2H8yy+/OIIeq2KI4hNPPNG1T9WqVfOvYAU4JyOKC3DjWNEMAUOg6CCwc90a2bFovqSkVpJS9RtKStlyRadyVpOEI5CxbaukzZ4lJavVlNLaXywYAoaAIZAdAhDFaKJCFGMhA1HctWvX7KLbdUPAEEggAkGiGDLiiSeeMKI4gfhaUoZAYUAADdw//vjDOZX94IMPZP78+VKhQgWnP4zEwZlnnumsiLEgtrB7EUASBM3ot99+2xHGWBfXr1/fEcVXXXWVk6UoW7ZssZeiKFJE8ZZvP5fl/TK9PFc65WypefM9u9QL0xbOlcVdOkiNaztL5bMu2KW0Nn0+RVYO7uPSqNW5u1Q88Qx3vLzPvbLlx+lS+fS2UuOGO3cpD3s4fxEobm23duTLsm70K1KyclVp9OI4KaHbZIIh1v1Y94JpxHOcvna1LOzYLmrUlLLlpVSdevqpL6Xr1pcKhx0j5Q44JGrcyItpC+bI4juuibwc13lwTAcfSJv9p6x+boBsm/mL7FyzKnhLStaoLeUOOlSqnHeJVGh5VNi93XVS3Pr07sI5Vr5bZnwra195Vrb+8qNI+g4XNaViZal21Y1S9ZJrbWtaLPDsniFQTBEIEsU4w4Eovvfee4spGlZtQyB/EfCJ4okTJwqOqx5//HG5+eab87cQlpshYAjkGwKRDut+/fXXkNQEmrg4VTv88MPllFNOcQTxnnvu6ZzXlS9fPt/KaBlljwCSFFh6L1iwwOkXT5gwQWhD/D0ceOCBrt3atm0rBxxwgJQrV3wNu4oUUbxz4waZe14rkbTtarVXUZq++6WklMv7gFz5zOOyftTLUmaPfaTxKxOy721x3IFw3vrDNy5m/f4vSoUjtJwaFlx9rqTNmSWpx54s9R4f6q7Zn8KBQHFru9UvPuUILFpnj09/lRKlS4c1VKz7se6FJRLHSfrqlTKPcR5nKH/o0VLtmlulwsGHxXwibc6fOh7PiRknu5s1brxLql3eKXQ7Q+egtS89I2tHviSyMz10PbuD0o2bS4NnRkipatWzi5Iv14tbn84XUHOZydLut8jmLz6O+lSl1u2kTvfHot6zi4aAIVB8EYAoRhMVi2KctEAU33PPrhlLFF80reaGQO4Q8Ini999/P0QU33TTTblLxGIbAoZAoUMAYhGpCcY+ZON3333n9IaRMmjfvr20bt1aDjrooEJXr+JU4BUrVri2wwr8q6++Es4bNWokl1xyiZx22mnOIhxJr+KoIV2kiGI69fJHusrGSe+6/l37vkfVErh9nvp6RlqazDv/OMnYsM4933DYKCn3nxZ5Sitt8QJZcMlp7tlS9RpKk1EfhzqbETN5grRAPFTc2i4nsjfW/Vj3ctuYQaK4VO16UlktcgkZum1k56rlkr5qhWz/6w/J2LQhLOnaPfpK5TPahl0LngSJ4hS1mq56SfzWxVgEB+eH4DxEHlgPVzj2JCnTqJl427bI9r9nyrZff5Kdq1eEilDvieGSesyJofPdcVDc+vTuwDhWnvzuzD3rCPF0pbva5ddL+RZHyPY/f5PVwwdoB9/pHm3w7JtSXi3RLRgChoAh4CMAUYwmKkRxvXr1jCj2gbFvQyAfEAgSxRBHjz76qBhRnA/AWxaGwG5GYMqUKU6+AKJ4+fLlTr6gXbt2ct5558n+++/vpKBwVGeh4CKAdTjzNnrFtOfrr78us2bNcoT/qaeeKh06dJCTTz5Z6tSpU3ArkaSSFTmieNsvM2TRzZc6uMruf7A0Gv52nqDbMHmCrOj9rzVGpdbnqyXX43lKa9XQJ2Xdm8+7Z6tff4dU1y3EfijIxAwW2uveelEqndlWyqjFY3EJ8da7ILddMtoqJ7I31v1Y93Jb1iBRXEklYerc90iWJDK2b5ONH43X/vuS6gLPc/dLqCZwo+dGS5nme2eJz4UgUVz1suul5k13R42X08X1E96Wlf9I4BC3ysXXOPmalArhTgs8tTTeOGWirB3xnOyYN1uMKM4J2aJ/f9sfv8iiTtqnew6USqe0CVV43dgRsmpgL3eeenIbqffwwNA9OzAEDAFDIEgUo7OHRfHdd+ftN8zQNAQMgdwhECSK2XIOUXzjjf++6+UuNYttCBgCBR2BNWvWOG3bkSNHyrRp02T9+vWOGD733HPlpJNOclbE6BNbKDwIpKmxDhrTWBZPnjxZvvzyS0EqpFWrVo74R0Zkjz32KDwVSkBJixxRDCbzrzxLiZe/HTyNX3lPpSOiE0Ox8Ft082Wy7Zcf/o1Spqw0UymLkpUq/3stjiMsw+a2O14yVFdVUkpK07GfSakatUJPFlSykdWVpffdKFu+nlYgCKwQYEk+yE29C2rbJRmibJOPRQbHupdtgtnciIco9h/FgdzCThdK+tJF7hIyFA0GveLfDvtOBFFM/5l77jGSofkSqlx4tdS6rXtYPpEnPIO+etnmezlt5cj7+XlufTo/0c6al5eRITsWz3eW58G7LCrMbdtKMtavlTJ77SeNX8rcNROMY8eGgCFQfBGAKEYT9Z133pEGDRo4oviuu+4qvoBYzQ2BfETAJ4ohGHyi+IYbbsjHElhWhoAhkF8I8N42fvx4GTp0qHz99deC3u3xxx8vl112mVxxxRVSsmTJ/CqK5ZMEBCD9p0+f7tqXRYB169bJMcccIxdccIFcfPHFzmo8CdkWyCSLJFG8bvSrsuqpRx3gVdpdLrXueDBX4KfN/UsWXHV2lmdq3t5Dql5wZZbrsS5smjpJlj14u4uSetxpUu/RZ8KiF1Rixrdso7AFwdIxDLQknuSm3gW17ZIIT8ykY5HBse7FTDTKzdwQxTyOzMPCazIlJ9Aub/bhf0PSL8HkE0EU47xuQYdMnWMnMzNiUhYt52CeBe3Y+nRBa5F/y7Pg2vMkTSVVUlIrSfNJ//33hh0ZAoZAsUcAopit7hDFaOtdd911YkRxse8WBkA+IRAkirFKe+SRR8SI4nwC37IxBPIRgZUrV7rfWX5rsTitVauWszhFz/boo4925/lYHMsqSQhADmNd/O6778qoUaMEC/JmzZrJpZdeKm3atCk2utNFkijeqbrCc887TmRHmnupbjpendrptvN4w8pBvWX9O2+46JXOuUg2vpcpX1G66Z7S5PX3403GxVt8xzWy9b9fu+P6/Z6XCkcdH/Z8QSVmtv3+syy64SJX1mJFFOei3gW17cI6WD6exCKDY93LbRFzSxSTPvOBrwfceOQUKdOgcZZsE0EUByUCKp15ntS5/4ks+RTkC9anC27rzDnnaGepzgJE07c/KbgFtZIZAoZAviMAUcxWd15eGzdu7CyK77zzznwvh2VoCBRHBHyi+MMPPxSfKO7UqVNxhMLqbAgUWQQgC6dOnSr9+/eXH3/8UcqVKydITWBpeuaZZ0rpCCfvRRaIYlQxdItfeukl5+xu4cKFcvDBB8v5558vV199tdu9VdShKJJEMY22XPWFN6rOMKG2agtXVo3heELGtq0yT0mljM0bRUe8NBv3hSztfqts+1+mBVfDIW9KuQPjcySUtnihOrE71WVbqk59aaIv9yUiBM0LKjFjRHHOltQFte3i6efJiBOLDI51L7dlyQtRvPi2q2Trj9NdVvUHviIVDjs6S7aJIIrXqqb36iF9XdpVL7lWat7SNUs+BfmC9emC2TrBPp96zEm6y2NYwSyolcoQMAR2CwJGFO8W2C1TQ8AhECSKd+zYIX369BEjiq1zGAJFB4GdO3fKc889JyNGjJCvvvrKLchCGLZv316OOOIIKVu2bNGprNUkhAAyI8uWLZOXX37ZWRbPnDnT6RRffvnlgtPC/fbbz8UlXokSJULPFZWDIksUb/npe1nS+QrXTmUPOEQaDR0ZV5tteP8dWfF4pqZo6ilnSb2eA2SDOsVa0ede93ylM9pKnR6ZRFBOCa4e1t85qiJe9Y63S/Wrb87ySEElZowoNqI4S2fN4UIsMjjWvRySzXI7SJpl58wu8qH5l50pOxbOdZcbv6q65VEc2iWCKA46wSx/yJHS4KnXIotSoM8L6nxUoEHLh8KtVaeMq4dkWqdXu+IGqXGDWQrmA+yWhSFQaBCAKGarOxbFTZs2dRbFd9xxR6EpvxXUECjMCPhE8aRJk5xeae/eveX6668vzFWyshsChsA/CGBJjBbx4MGD3Xe1atWkdevWcuWVV8phhx0mvtO6okoWWkcQ+e2335wMxWuvvSZLliyRfffd12lSY03esGHDIkkS0+5FliimcvMvby07FszhUBq/NlHKNNvLHcf6s1A9zm9Xz/OE+oNfkwotj5SMtO0yD0dCmzaolXEZdWr3hZSsXDVWMhLuxC5Fmr6jTuxq1s7yTCQx4+lK9KZpk2TjlPdkx6IFsnPjeimt2+RxyJd66DFS8eTWWdKIdiFN671xykSB/Eqb+7fs1LKXVqvmMg2bSKVzLtR6HRX22DqV2tixcF7o2rZZv8r2X39051iwsd05GCqd1V7KqVOlvIS1o15xzsXKtzhcyh18mGz8aIJATKcvWyTpy5dJSvkKzmFTWU2/3AEtspQ1uzxzW2fS2ZV6J6vtsqtfxvZtsvaVIZKxdYtUaXtxXP2ZtHy8a3S6Q1IqpGaXfOg6fXfV0H4iunqa2uqUkPXtZnW4htO1klWqSvVrbg3F9w9ikcGx7vnPx/udW6IYh3Zzddu+CyVLOX3XlHLls2SXCKI4qHFNBvX7vygVjmiVJa/8uJCmxPiW776W7X/9Ltv//E3SVy538xbONMvsvb9UUMd+jEHGmx+S3aczNm2Uzd9M0zL94bSjd65ZJcx5EPduvO97QJ7wSnS6W/77jWz8cKykzZ8tO5YvdQ5IkR5KPfxYqXT6uTnqTm/+5jPZpvPntlm/6Rw8S6WPykuZPfeVsnvvJxVbnapjd08f8hy/M1TvcMFlZ+jcuMTFbaiLnuV08dOCIWAIGAI+AhDFWDBCFDdv3twRxV26dPFv27chYAgkEYEgUYzlYa9evYwoTiLelrQhkJ8ITJgwQYYMGSI4NqtYsaIjiLEmxoGdheKDwIoVK+Spp55y/2dhWYyDOxwY0hfq169fJIEo0kTx2pEvy+pnH3cNV6X9lVKrS4+Yjbjtz99l0XWZEhWlGzaVJm99FIq/cvAjsn5MpnVgjVu7SbWLO4TuRTvYNO0jWfbAbe4WZFu9x4ZEiyZBYqbm7ffLsh6dldT5PWpcLqYee7LU6tpHSlWrETUOjrvWvDZMNivZLGoGn13AsV7d3oOlhHrmhGSZ0/qw7KJGvV734UFxk9aRCSxU7ePtSgy7kKKeQTN2RkYJO0898Uypfc/D2ZLzeakzGexqvRPddmGVjnKSroTVvItO1oJnSCWVUqmjkio5BUeqtjvBYVxb+03lsy/M6RHZ+PFEWf7wXS5ezS4PStX2l7vjnMjeWPdj3cuxQBERckMUe/oP+5K7O4Z0wmPpBieCKKaoC9RxXpqOQ0IJ1UZHp7jiSWe68/z4w4r2ehx6DntSddp3xMyydvcnVJbnvFCcZPbpLarVvvyxbrJzxbJQftEOyh95nNS579GoC2vR4icyXaSHlve6RzZ/MSVaVu5ayeq1pMZNd0tl1aCODOjjr3isu2z+MoaGcKnSUqPjbVL10o5ZpIgi0+N87RvPyerh/d2t3OyOiZaWXTMEDIGiiUCQKN5jjz2cMzsjiotmW1utCh4CEMUPPfSQTJ48WW0sMonijh07FryCWokMAUMgbgS2bNki06dPd7ID48ePl8qVK8uJJ57oFmUPPfTQkCVx3AlaxEKPwJ9//imjR4+WYcOGyYYNG+SAAw6Q2267TU499VSpUSM6N1eYK12kiWJnSdhOV3uULEmpWFmcU7sy2WvILO/3oGycMMq1Z42b75Vql14Xatu0uX/JgqvOduelGzeXJiM+DN2LdhB0YhfLGZxPzJTd70Bn8bdz1QqXHOUtq9a0OOFzVm3z1TL6H+K3zB77SKMXxzmSNzLveZecJumLF7jLJavXlHItjpBy+x2klqQV1Gr3f2olNy5EzFa7vJPUuPEuwVJ11dOPhSW1c83qEFlS/sjjpXTd8JWSyurkr9w+/wl7Jt6TMKL4n4dKN9nDWTuLajinzflLdizROgSIbsiZOioDUuGQI7Jkk5c6k8iu1jvRbZelYlEuLO1+i7bLx5mW7eOw7q0WJda/l9aOeF5WQxhqKHfQYdLw2RH/3szmyG+fEuVTnfW8b4WcE9kb636se9kUI9vL8RLFafNmy+oXB+uiSeaCT4ruAmj43Bh1ZNcoatqJIoqxKoaczlDS0A+Qn9Uuu97tUPCvJeObHQjLHr5btk7//N/klZgs23wvKaW7CTI2bpC0ebrDQK2LCZHzXDL6tLdTLdQHPyrrx4X3PXYplNVdHljIY2Hsdmz8U2rmPxY2Kp54xj9Xsn4lI1306H2SGJIfgj9Fxxg7U5g/M9avdQVJPam11Os1KKxQWA8v7XZTCFtuYoVcpnEztZpOk7TZf0r6iqWhZ8qpNXeDga9IiVKlQtciD+jr8y89Q7ytm3XVoYQ0HPa2lNv/oMhodm4IGALFHAGIYra6Y1G85557Oovi22+/vZijYtU3BPIHgSBRnKHGHFgUX3fdv++Q+VMKy8UQMAQSicBPP/3kCEGcVC5fvtxZjl566aVOdsIc1yUS6YKfVlBW5I8//pABAwbIuHHjBFkSJEguuugit4iQmprzzu2CX9t/S1ikiWKqufShO2Tzpx+4GtdWy75oVmDczNiyWeaqEzv3Qq7EStOxn6vVbnX3nP9n4U2XhOQY6j/1elTSkrhhTuxq15Mmoz/N1nLMJ2b8PEQtbKtjbdb+Kkfu+te3zPhWlvW8UzLWrnaXat6hlp7tMi09/Th8O9JUyQhI4GpXdHJEc/A+26EX3XKZVjhDIF+bjf8yeDt0nEyN4hARqdv/sXCt0u4yKdOoWShvDmgPyEUsI33COKVqdUfQR8p+JKrO5Jubeie67cg/p8CW+CV3dHDRatx0j5KPsS0Wgtq8PNR45BQlShu756P92TbzF1l0/QXuVhXtX7W0n/khJ7I31v1Y9/z04/0OEsXljzreEbA8iwNKCNB0XWzZ9sf/ZOv3X4WSTEmtJPX7DY/piDJIFJesXVdK14tOKIcS/eegpi62REoBIPey+K5rw0hDopfd5wCpcv6lUlH1z6PJX0Smndvz5U/0kI0TR2c+xlxybWedC67PQkbSzzd+/L6Tnqh4/GmhbJLRp9e8OlTWvPAvqZp6wulS686HpJQuZAXDlhnTZcWj94UkFkTn4cYvvZutTEOi00VuZ1HH9q5IZVT2pn6/553khF9GJCDWj3tT1r4+zEmy1LnvEf+WkxpacM25skMXJwhlmu8jNe94QCooGewH/snYoG2zeuiTStivd5dr3HCXm6f9OJHfyx/pKhsnvesux7MrJvJ5OzcEDIHigQBEMRaMY8eOlb322ssdY+ViwRAwBJKPgE8UT5kyRV+vMuThhx82ojj5sFsOhkBSEGAMz5kzxxGB6BJjOYoFMbr/Z555ppQpUyYp+VqihQOB7du3O83iQYMGyZtvvinly5eXc889V3r27On+/yoctYivlEWeKIZgXXL71Q6NcgceKg2HvBkVmfXjR8rKJx9y96JZi3Fjg1rjQmQQfEd37iTiz+rhA3S78HB3tZpqudZQsia7ECRmsGBDoqKC6mBGC9vU6m7Rtee5W5Cmzd/7Jku0tSOeE6QaYpGBy3vd7TSQebjphK+jyljkhjDNUogcLvhEcXnVSG0w6JWYsbf+7wdZ9mAX2bk609I6muRCoupMQXJT70S3XUwg/rkJ2bTgijbOwhGLzCZK/JZQK+xoYdsvP8iim3VRIBCqdbhFalyX/ctjkJhqrFbzZdR63g85kb2x7se656cf73eQKI73meqqz1xV5Wd86+hozwWJ4mj3s7uW3Y6BdJVYWP3S06rBPV4kPVwCIiW1osqHtHO7FkopKZ2IgMXrohsypUWwnq7/xLAsBHZO+SS6T0OYL7hO5ywkMJS4rq3kamWVTckuIAezXJ2Jbv5ssotSdv+DBU3eyD6ejHTXvPKsrNHFKUJk33cX//nDIhYh2JfWvvWiOpvr666jt9xw2Kgw7Wd3458/EOJLuuhvEjsmdIdL49fej2rlHmzPUnUbSONXJ4YtHgbTtGNDwBAo3ghAFGPBCFG8zz77uGMjiot3n7Da5x8CQaKY/9Mhiq+99tr8K4DlZAgYAglDYP369fLWW2/JqFGjnC5xy5Yt3Xi+8MILpXbt2i6foIVpwjK2hAoVAiNGjJDnnntOPv/8c2nQoIE8+OCDcsYZZ0iTJk0KVT1iFbbIE8WOWNOtuzsWz3c4uJfyKI6EFigBm6ZELKG+bgeucNg/zq/clcw/SBU4p3ZquSilS0sztTouqYRtMOAIbF77EwQnTcgoNB09VWIRQUFiJlIvNJiuf7z4nutlqzoUI2RH8vpxs/sOkhqNVYe5TMOmWaLmhjDN8nAOF3JDFJMUDtSWaL39UP+ZEVJBneDlJsRTZ9LLTb13R9tRxnVjXtet/H04lLqPD5OKx57kjiP/LFet1I0fvBN2GcKpydufRPXOma7W6vRdSL3yhx2j2+JfDns2J7I31v1Y98IyieMkL0SxS1YdUVa79Fq1sr0tqmxLJFFc6dyL4iiNSLV2Vzpnk9lFxsJ5vUraYE3qSz6E4qrVbO27HopLOzr0TDYHC9UadrtaxRJq3dtbqqg8TG5Dovu0P9YpR1WV3qip2r45BXSCkflJX7rIRa3Z5QEl+a8IeywZ6a4e1l9YdCI0fmtyphROWK7RT5D7mNfuRPG2bXHEb5PXP5DS9RtGj/zP1aDmfZULrpJaqk8fGZZ2uzmkdZzdb1LkM3ZuCBgCxROBSKIY6+LOnbM3UiieKFmtDYHkIOATxR9/rNJwGtArNqI4OVhbqoZAshH47bffnPUwOwSqVasmt956q9x9t/omUY1iC4aAj8D8+fPl008/ld69e8vcuXOd9MSNN94oF198sR+l0H8XeaKYFlr75gu63befa6wqF14ttW7rHtZwYZZb9RtlWmmqHmS0sHJgL1k/doS7FanvycWgE7sKx5yoVn2ZlsXR0uKaT8yUO/hwafjMG9lFC12HcFqpWsqEBs+quftBh4buxXuw4f0xsuLxTGKiMBDF1Cto6VrtyhulhlqI5ibEU2fSywtRnJ9tRxkzNm/KlElRYgrt2wZPvsDlsJChAvxz2x7ryCvKRz9hyzyh/uDXomrlBrfy11XL9orqhDEYciJ7Y92PdS+YRzzHQaI49ZiTpObtPcIe27lhrRAHvW+cym2YPEG8f6xAiYhWc73Hh0rJSuE/+EGiOF5SMyzjHE5wrIeTs7WvDw8Ruv4jNW7u6khs/zy3387R4QUnuseQt2j43OgsVrjxpJnI+SjYTqVU7qTxq+9lkcLJrkxbVDZkyZ2Z1jjlWx4lDQarBM0/IVnprp/wts6tD7hc2LlQu+sjURcU/HL431t+0F0rWAhrSD1ZtYvV0WdOIeg4NdrOCnSb55zR0lkdp57cRtMcmFOSdt8QMASKMQIQxRBTWBTvt99+TnqCl1sLhoAhkHwEgkRxCX1/hCi+5pprkp+x5WAIGAIJRQBnZe+995488cQTsnbtWqc9e/XVV8vpp5+e0HwsscKPAMao9Je+ffvKpEmTBOeHaFjjH6Jp06ZStmzZQl/JYkEUO0vJ848XUadKKZWqSNN3v5CUgFO75Y92UydvY11j4twNfd/swva/Z8lC1aIklG7QRC3PPgqzzlys5IavjVpXyaiKx56cXVLuuk/MpGo8yKucwma1rl36j3Vt7Qf6SeXTM8uS03PcZys8jvE2qnMv32lfYSGKcUy24Mo2rprxYpXbOhM/L0RxvOXZlbZzFQ/8Wdm/p6x/9y13JZr144b339HFgMwFkdrdHlNytKUsUMt6QqUzz5M6qtcdDDgGm3fBSY5czU7SIieyN9b9WPeC5YjnOEgUVjrrAglqxUZ7HtJ8wwdjZNUzWmetJ6HK+aq/fOe/+stcSzZRTB5+2PLdl7JCF3zSly32Lznd3irnXxY6z81BkFhF/zev6SRyPqKOS+7KdOaSFyJ8QYdz1QHcLImU2UlWuulr18j8i0/N1KlX8JG9qHF9F91dckzMplj3zhuyalDvUJyy+x4YOs72QP+58K2/S9asLc3GfREWddtvP8miGzNXpCHYkbOwYAgYAoZAdggEieL999/fSU8YUZwdWnbdEEgsAj5R/Mknn+hm0hS3BblDhw6JzcRSMwQMgaQj8Prrr8tLL70kX331lVt0RU6gVatWUqdOnaTnbRkUPgR26C7siRMnOqkSnAkfdNBBbtEezeKiIEFRLIhiut3SB26XzdMmuR4YJFh3btwg885XJ3YqKyElS6kTu8+yOFmK7LYLO10o29VZFqH+oFelwqFHueMdSxYp0XCKOy5Zq46TnShRsqQ7z+5PbomZtNl/yoIO57jkcpKq2KFbtzeMHyVbfv6v7Jj7p7NEjSxHYSGKscacfVoLlUVIE4jMpiqfEC3sSp1JL5lEcW7aLlrdgteCpGaVi6+RWrfeF7wtC2+6VB0vzpAS5VOdw8KU8hWcXjG6xSXUiWAz1abmmh82ffqhLHuoizvNzkleTmRvrPux7vlliPc7t0Sxn27QqhxZGCdD06S5fztfiWIyTVd5mqX3dlLC8DdXhsw5Qx1f6jyU27BuzGsqR5LpXK2+Wt9WUCvcvIREzkdBuZf6/V+UCke0ylWRlve+RzaqNTih6btfhhzLJStd8tn0+RQhX0/lL/xQuumeUu2Sa6TS6W2lhEoORYaVAx52Tu4ir8d9rn2x+ZSfdfGyTOiRTarRvKyHbhvXe3t+9kfouh0YAoaAIRANAYhiLBixKP7Pf/5jRHE0kOyaIZAkBIJEcUl973vggQfEiOIkgW3JGgJJQADCb8GCBdKvXz9Be7ZGjRrOQdk999wjjRo1SkKOlmRRQWDbtm3O8eG9994rq1atkqOOOkoeeeQROeaY2IZGhaH+xYYo3vLfr2XJHZnbgIJSAUG919QTTpd6fZ7Osd2ChBOO4+r1HuyeWf3cwND2/pychvmZ5JqYWTRfLUMztz9kRxSnzf1LKMvmrz7NdJjkZ6bfEIcl1BQ+Y90ad7WwEMUUdr7qlu7QuhH2+HxmmCV3IupMukkliuNoO8oQb1jU+QrZ9tP3klKxcqaVvDpDJKQtmCMLLm/tjoMWt8F+W7v742FOxXB6B4mMc61m41R7W52hRYacyN5Y92Pdi8wnp/O8EsWku/S+mzLHhR5H6vgGyfdkSE9Eq1fafG2rq85SPZEMdxsnaOX+owsiuQxBsrLJ6E+ltGpR5yUkcj5a3vcB2fje264YTUZ9kqNub2R5g87l6j/9hlRocbiLkqx0/fzpByue7Jk5HvyL+g2RX+3S66SKOkUMOtfz+xQLMLVVGzq3oYSOudTjT8syn6HTTGg++cewRZ3cpm/xDQFDoOgjkCyiGO/vbKXnY8EQMASiI+ATxehV+kQx29V3Ndj421UE7XlDID4Eli1bJmiMDxo0SH744Qdp166dXHHFFdK2bVu3SyC+VCxWcUIg6NBw1qxZ0r17d5k8ebLrL0iXXHnllVKhQoVC/f9TsSGKaUy2FfsOkhq/8aGUUWvC+VeeJTvm/e36dbxWb+hHzj2vVabuKVbIjlirog6N/nFip/9QN1WyplSd+jmOl0QSM2S2+ZvPZNmDXTIdK+l5SmpFZwmH3AD15TxIGBYmonjeRae49ovcip6oOoNfYSKKg1bAtbv2CTlEWzX0SVn35vNURxoOeVPKHZipY52pW3yMs5Ysf8gR0uCp112cberEcZE6cyQEiWV3IfAnJ7I31v1Y9wJZxHW4K0Tx2hHPy+phT7p8Ii2xdwdRTEGWqFXxFh23hLqqb1tRdW5zG1YOUO30cZna6Y1fmyhlmu2V2yRc/ETOR6uG9JN1b73g0m34wlgpt89/clWmlU8/JuvffsU90/gVlV/YI1N+IVnpRhaOhZO1bzwvm7+eGnYL7fm6Dw2UFP3xJ4Sw13nfkbpKGO9q8JScQWOcBb26jzwjFZVItmAIGAKGQHYIBKUnEqVRDEmF93dedLLT2tu8ebMjxsqVy1yozq58dt0QKMoIBIni0rrzqEePHnLVVVftUpW3b98ufFJTU90Yi5bYpk2b3NgkTwuGgCGQdwR+/PFHGTBggLMM3am7mPv37y8XXnihsyxGTsaCIRALARYaPvjgAydb8vXXX8sll1wil19+uZx44oluDo/1bEG+V2yIYhphjTrzWqOWtgRIIl6+F9+SqQnqdFlHfRw36x/UiK1xw11SulHTzK3Cmnb5o46XBv0yiTqXWYw/iSRm0tV514IrWockJlJPai11uj8mKRHERWEkijNUGmQO0hNK+AedWyWyzjRTYSKKna5we9UVXr1Cyuy1nzR+6V1x19qdKDvXrNQ+2UyavDkprPcFnQI2UfmO0irjsfyx7rLxg3dcvIaaRjlNK1rIieyNdT/WvWh5xbq2K0Txxk/el+U973TJVzr1bKnzUP9QVruLKF45qI+sfyeTtK/Z5QGp2v6KUJniPVj3zgjVye3lotfVXREVdXdEXkIi5yOcCK5QGQdCdrsfYpVxse4A2ao7QZAE2uPjn6VEqUxJjmSlm11ZsNBfO+pl2ThxTMjyu0o71bi+I1Pjep06N12lTk4JDYeOlHIHHJJdUrm6vmHSu7LiEXVyePXNUqPj7bl61iIbAoZA8UIgkii+7rrrpHNnla+JM2zYsMFtmVy3bp2sXLlSlixZIhs3bnQk8UknnSR77LFHWEq8FM2cOdPpOGKIceCBB0qLFi2KhCZfWEXtZJcRmD17tixcuNClg87nPvvsU+Qs9HyieOrUqQJpe//998dNFKelpcnq1atD4w+sli5dKrVq1ZK99trLja2KFSuG2oH4//3vf+V///uf2ypPnKOPPloaN27sxmsooh0UewRwxvbTTz8JW+ObN28udevWlSpVqsSNy4oVK9zYRZJh+fLl7jcBSYZmzZo5OQbGc6VKleJKD2kH+jn9e968ecJvCIuRVatWdb8bTdX5V7169bJdlIwrkzxGghgePXq00xbnt+/ggw+Wxx57TI4//vg8pliwHwN3HK/Nnz9ffvvtN6H+5cuXl1L6ngUpzm86H+Klp6e7Y66zYEw8PiwgMy/VrFlTKleuXLArnA+lo3/zO4BF+vDhw9183L59e7nvvvtyNebyoai5yqJYEcWOYFKrX8nYKSm6tb58yyNVt/gjB1j16++Q6lfdGDd4Qa/1kMylGzTOJDU0hbqPPisVjzs1rrQSScysHj5ALeCGu3xxZlVTiYxo2wVzSxTXfXyYOuU7Ka76xBNp4Q0Xyfbff5byhx4tDQa9Es8jsmXGt7Lk9sxtXFUu6iC1OndzzyWyziQYJIpzqnci2y4uEKJEWvPyM7LmpUy5lIZD3pL0DetkmcorEFjAqHZFp7Cntvz4nSy57Up3rfq1nQXCay6OHlX7uewBLaXR0EwHeWEP/XOSE9kb636se9HyinVtV4jioJxB5baXSO27Hw5ltbuI4qXdb5XNX0xx5ajz4JNS6bRzQmWK9yA4PnDGiVPOvIRE9umgJncldbpZR51vxhvQjp+vOwgyNm1wjtxw6OaHZKXrp5/d97ZfZsgSdSSasXmTSKnS0nzSfyVF5V7CxtR1t0n1Drdkl0Sur2/8eKKktjoly2JfrhOyBwwBQ6BIIwBRDDmMRjFEXMeOHXNFFM+ZM8cRCpC/EAvff/+98OKD3jHbKU84Qf93DoQvv/xScNzywgsvOKvH1q1by4033ih8WyjeCPgEA+QU5NKHH34oM2bMcOQCmo1Y6RU1C9ggUVxG/Q1AFLPtOKcAEcMiza+//io///yzI22wRvvjjz/cmLvooovc1ndIYz8Q//HHH3fOkyDcIIlvuOEGOe2006R+/Zx3svrp2HfRQ4CxR4Dcg+T95ZdfnN4ululOamvbAABAAElEQVRIKRx55JGO5M2p5vyeQOTSJxm7v//+u/AbwSIier2HHHKIHHDAAY5QZYEQ0jBWYC7gedIhTX5jOIegrF27tnMA1rJlS5fennvuma/EGr9zEKYvv/yyI4dZFL300kudQzLI66IYwB0tXX7H+Z+BBQXmZOYjvw/5klMQxP6HdoYU5psFB+Yl2otdTJyTBtI7xC+u4ZVXXnH6xPQp/m/if6TC7NSuWBHFdNql9yspow6LwkJKyUwndjX+/SEOu5/NycLrL5DtM38Ju1uyRm1p+s7UuB1SJZKYWXzXdbL1uy9Vb6KkNJv4rZSsFH2FJ9dEcR63w4cBEzjJLVGMlezCa9ups7FZLpU6PQdKpVPauONE1pkEw4jiHOqdyLZzlcnDH0eatj9RRDHCQhbL681ffOycYDUd+3nIAZifND8AvgRLqfqNVK7igpCVfRBXP37wOyeyN9b9WPeCecRznFeiGIeIi266WB1RZo7ZoFwH+SaKKKa/xuuQDhmbeSqJk7F2tat6XvWF0/X5eedmiuajldtEpXVK1akXD5xhcRLZpz39R3VO68NCjuHqD35NnewdGZZfdifL+6m+8YRMfeNKrdu5nRF+3GSl66cf63ulWg6vVwtiQqOXJ0jZPfeRnbo4gxSRsioipcs4y/4yTcOt72KlafcMAUPAENhVBHaVKEaTEX3Gb775JmSpiKUYTlkgio877riwIr777rvy2muvuW263IA06Natm1x2WeYuvbDISTjhf5lohhBJyMqSzCUCEBBfffWVfPvtt45kwqKYABF0zjnnyMUXXyyQqUUpQBQ/+OCD8tlnn7m6MWbiIYoh8CDksBD+/PPPBYtkLPwgbCB+IazADKs9P6xZs0ZuvfVWRxRzDUtRZC7Y5gxpY6H4IoAUCf1n2rRpjiT++++/3c4P+sUtt9wiJ+o2eKyBcwr0R6wiIXXpi4cffrjrWxCEEGAsKPINqcoixWGHHSbVqlWLmixzNYQ1Ug6kB9HIAiQLmliwMnbIj3kDi+c77rhDTj/99Hyb39k5M2nSJPd7NnHiRDn77LPl9ttvlyOOOKLIWsrSJuxMYOcC5D2/+999952gswtpTLtgPVy9enW3owHLcWSm+IAXC4DsPiIdpHFoN3Y2sIBwyimnFGpiNGonzsVFfgNeeukl4X8kFkFwjghhnN34yEXSuyVqsSOKt0z/Qpbc3TEM7FS1/q2nVsC5DeuVyFiphEYwVLvqJqlxfZfgpZjHiSRm5l92puxYOFdKqz5pE9UpzS6sHz9SVj75kLsdj0ZxJKGWXbrxXs8tUbzm1aGy5oVBLvmyuq274bNvhpxJJbLOZBAkinOqdyLbLl7sosVb+lAX2fzph2G3Khx9gtTv+1zYNf8kaFXrXytZvZYucEwLbe/3rwe/cyJ7Y92PdS+YRzzHeSWKg9q2EHrNJ3ytjgD/3TKVCKI4Y8tmoU9Wbn2+VNMdCinlY6+yL3+ih0oajHbVLlm7rjR757N4IIgaZ2mPzrL5s8nuXryOOSMTSnSfXjfmNVk1+BGXTekGTaTRi2OdTnpkvsHzoONRSG80l5FICYZkpRvMI9rx+nFvqiZxphV6UKZltVr1r1XrfkLZvfeXBjpHRUr+RKbHP1hIvtBnql6YuVsiGGed6jOzkECoeMpZUqZhk+BtOzYEDAFDIITArhLFWDBiXfTJJ5+4F8a5c+e6l0SIhbvuuiuL926cdr333nvy0UcfOYtiXhCxaE6mRTEEGaQFL6/F2WIp1OgF7IC2Yds2JBIW6VgSf/HFF66UWJrRN7CQxaK4KBPFECwQxTjCyilAFGOlCaEHUTxixAj5888/3WMQVuhcnnnmmU4n1U8L3fBHH31UILUga9gmT9yzzjorKQQN7YrVJVvVacegDIZfJvve/QjQL+hHjD2IYj4QeoS9995bunbtmiOJhyUy5CH9sG/fvo4YZG6//vrr5eSTT3YLFkieQII9//zzTtLimmuuEbbYI9MQOa7pOxCR9NVevXoJv1MsfDAPIGnEWCG9N998M2TZetNNNwlpsviIxEGyAwQ1JDY7ZCC/IYnvvvtuV9fi8DsDYUxfof60K5boBH5nmVuYf1hooH/xG0yfAic+yIgw5xNYAGBhmXmIbxYRIEeLA4YOgH/+8L8Ti+5Il9C3brvtNjnvvPPcYkowXqE51pfVYhUydu705rY/0fur1d6hz6ZvPssTBjs3b/b+Pu2QUDp/HbePl7Z0Ua7Smn/VOe75JV1vjOu57QvnhfJb/8G4sGcW3dXR3fv71BbejmVLwu75J+snjg4r8/aFc730dWu8Vc8N9DLS0vxo3taZv4byWTGwV+h6Ig4WdLrQpT3v0jO87fNmZ5tk+ob13rJH7guV468T/+Ntn/NXWPxE1pmEc1PvRLZdWKVyebLl5//+i9E//Xrj1EnZprJj2WKPvhocA6tefCrb+P6NVS8MDj0T7Cvx3M/pWT+NeL53rFoRKseyx7rn+Mj2RfO9ZX3uDT1DvVcN65/lue2zZ4XirBzSL8v9eC7sWL0ylMac81p5Gz6eGPWxndu2eiuffSIUlzKtn/Ru1LjxXgSX2We0DKXJ2Nixcnm2j2ek7/AoRzAkuk8z3y686dJQmZh7N8+YHswydJyRnu6tfnWo99cJ+4firx39Wuh+8CAZ6TIGVj7b19u+aEEwq9Dxzs2bvHmXnZlZtpMP9DJ27Pj33vbt3rxLTg+Ve97Fp3lb//ff0P3IA3Ug6S248WIXn/kwWphz7rGh9DZ9NTVaFLtmCBgChoBDQEkcT60PPX3x9g466CBv8ODBuUZGXxC9t956y1OLT5eOakd6F1xwgadb4bOkpQSVp85/PNXjc3kpyezpC2SWeIm6oASDN2rUKE8JDE+t5hKVrKWTQASU9PTUksrr0qWL9+yzz3oqReKpnil74T0lfLy2bdu69iNeUQtKmHhKbnlq3evtv//+3uuvvx5XFZVI85SEdXGVMPPUCtlT62GHmRIunhJonuq6hqWlxI6nFppuPChh7Km2qqdWmV6ycGWs60KSN2HCBE9JyLCy2EnBQEDlSNx8rOSUpzs7vCeffNLTRT7Xjxh/Kg3gxqZKlcQsML8BDz30kKckrXtWyVzvueee8/zn6K+Ev/76y9PFCReH3xwlkj1dIPJUYiIsffrOAw884KnFqYt76KGHelOmTHF9WuUPXFy/7Lqw4uLoQoSnFvKekt5haSXrZPHixZ6SoW6OUqtYT6UCkpVVgU2X+YPffvU14NqAPqMW1Z4S6J5aqLu5RYliT4lijz7Cbz1zEFjpwp+nu4883eHjqVNbTy2MvVNPPdXNS7roUGDrnKyCMZ+r5bynZLnDknHy9ttvJyu7pKdb7CyKYfDXvDpELVQHc6jbs+sLTr1KpORNTyW4Rbr8kcdJgydfcOnG+yeRFnxrRzwvq4c96bIu3XRPqXNvLyl34KHOYm3bbz+pw6w3ZPNXn4YVDS3jTSpVsFMd4TUe+bGUadDI3ceSbc4ZLZ3zuBLlKkjNW7tKWXVytnPDetny7eeCdmbdXoPj3koezNS3KPavlT/kSMECsozqPKekVpS0RQskbe6fsnHKe65cfrwat9wn1S65xj9134msMwnmpt6JbLuwSuXhxC8Lj6ZUqSbNxn0hJXTlP7uwuEsH2frDN5m31VkY1sSlcpBeyckqONb9WPeyK2N214MWxeVaHC6Vz7koPKquYO9cvVLSly+RtMULVDtc66m65H5IVevMuurELnLbaiIsitPXrJJ5bY/1s3LfaJiXP+hQ5+QsReVg0ubPkY3qqCx96aJQvEpnnid17n8idJ7Xg/UTRukuh0wna6SRUrGyVGrTTsrusY+UadxMlOBXXJbK1hnf6FwwVcoffJjUe2xIKDu/H6Uee7LUe3xo6Hp2B2mL5suCS093t7NzWJemuxwW3XiJZGxYl5lMiRKCo83yB7SQMrr7gTG3/a8/ZMvX02T7rF9DWZU/7Bip3//FbOfmRKcbtMxnLq9w2LFSpklzJ+Gzfe5fsvb14aE2i9ZeTquY3Spp28PreeAhUqap1nPzRtn+52+ybeavmXr22k8JZfc/WBoNz5TZyHww8+/ctq2cU0rO6j0xXFKPOTHzhv01BAwBQyACASy10CVGb5AtoBxjyZLbgFXjyJEj5RXV2cM6jC3Ad955p7MQikwL3UmsZ7AYQrdSXxKTYj2EhRvSGHgUx5ES1l65ccgUWW47Tw4CWJ2y7RYLMyVLRRcS3BZcvvl/64wzznCWhLr4kMXyMDklyr9UfekJxg9WkDgwQgoiNwFLPqzQGMM4D8NKGKtkJCiw7vODMgNOg5Yt4lj3ca9Bgwb+7YR/Yw2Kpizb0ZEYUBIo4XlYgruGANbeSJhgnYtGLFrVQ4cOlRdffNEljIbsPffc46yCs9NLxZp4+vTp0qNHD2dhyoNInGBhi3Vo8J0JS2H6Krq+SMvo4qRgCdymTRvnxItn6Z/M21gmKznsfhuQSFESO8xCnrj06YEDBzpLeRze7bvvvtKnTx+3ZT8ou0LcRAckF6699lpXD37vbr75ZjdXJTqfgpwe/Qcc7r33XmeRTlmxIGeXEPM2v7vRAhbFzO/Me+ww8ndD8L8AWCJFhYVxcduFQN9H6mXcuHHOQSNjg/FXGEOxJIrTlRSd1/4EJY90C9suOh/apsTGoo7tXdvXfeQZqXj8abnqB4kkZnRZWgkZdRT35++hMpRQZ0sexIVOwi4oKVi6URPZMW92KA4HpZSkbfTcaCmpTv78sLz3PbJx8gT/NMt3bjRHgw9HEsXBe9GOkUWo0/0xqaDkTWRIdJ1JP956J7LtIuuV2/MgQVhFt7HXuq17zCQg4Zf3utvFgTit13NAzPjczInsjXU/1r0cM46IECSKI27FPIWwrX71zVLpzLZRNYQTQRRTAKQTqO/2X3+MWR53U1+eqpx3mdS4+Z4cpQpyTiwzBgs/SMvsVNI6p1B2vwN13I8JRUtWn6bNVvZ9QDZ/PTWUV7YH6iiuhs7LVS+9TtupZLbRuJHIdFcO6qOLaa/HzI+bZZR0bzhsVNT2YhFgea+7wubgWAmmnqj/gKnTyWiyEkYUx0LO7hkChkAQgUiimBc8XvBzEyD6kAoYM2aMI4rZFsxLolqIRiWKc5P2rsTlZYutyWrV5rQyIRCCxNmupG3PJg8BNIqHDBniJChwwMYWZvSJizpRjI4rRHFu9bohXQYMGOC2f9PXzz33XEcUQ8zuLn1LSDsWZtCcZi5ANgACyELBR+Dhhx+Wnj17uoJCvEICQv5FI4ohaiF8kYt54oknRK1s3YIHThOjLTj6cgX8VrzxxhuOBFYLZtfvW7VSnx0aWFzgHgsfLCgiY8DCB+lFSlQQf/z48aI7ERzpCLGIxjcO+CL18YmbqAC5DonNeMXBGxIb5IncRnEKaA+jEw2ZiXQJgfZEAoT5JycnmUhSIC3y9NNPO3koHzs01vk/BE3q4kQWIynE2KH/0/chisGmMIZiSRTTUEu73exIi6Zj1JKyVp1daruF150vkM9Nx34WlYCKlXiiiZmd69fKqmcedxaLwXwhjMsfepTUvLmrSMkUtQI8I/O2EsdVLrjS6SqnaJxgQDsTPc6NH40PXlYzxRQpf0QrqX1XTyldN/er2D5RjDV3pTPaZlpXrlganoeeldK0sTauqSRayar/rqZHRkxknUk73nonuu0i65Wbc6wy551/nFotbgo52Yr1PE7vsHwlfsMhb6nluVqP5xDWqROvVerMi7DHp79msViOdT/WvRyyzXLbOQ87V6121WlctkEdOuLMDW1bZ9Gr9cuOIPbTcAR0OxaQdkqNW7tJtYs7+Lfy9L1FHUuufetF5zwPa9KwoOOu7D7/kVqduzlL47B7CTgBIzSZt37/laRHGVs4vIQkrnTaOVK1/b86esnu0xs+GCvr331THQf+JZ72wWBI0TFedt8DpOYNdzsnccF7OR0nKt0tP30v6956we2aYCExGJhDq17WUarpJ5b+MM722LWySfWidyhxHLRmJz0s/svue6DUuPZWKafWxNmFBde0lbS/Z7rbDZ8fI+X0GQuGgCFgCERDAKKYl1xeytETzAtRTLoqM+GcZGGJhlUQ5B4vekceeWS0bLNcg3AIWp5liZCLC5ARM2bMcFapuu3dOc1B648XMLRSLRRsBCAeIIrff/99p6VbHIhiFlpw7oQeLCRJbgJkC30b8g1yAaIYsgznUPESxYkcf+jdolmq0gNOa5OyQPQfc8wxYdVKZJ5hCdvJLiGAjjVkMfNoPETx5MmTRWVMRCV+nDYxcz7k8vnnn5+lHJCqLGywiAdBiFY2ZCJav+hqE3AQpzIWjnjEyh4dY7SJsTqOplvLfKFb9N2iIEQ11uudOnVyv2tZCpCgC1jD8tuCNTMO2VQmw1kxN2zYMEE5FI5kdpUoppbo8tJ36BMsMBGaNm3qLIqxTKcPFpeAdT4kMVrf4ELfp4/RrxL1/1F+YVlsiWK2paevWBYXQZZTY7AF2tuelmtyI6d0d+V++trVkjb7T7fdu0yzPaV04+Zh1nlpalGctmCOSkccFebQK1qe4IS1JQRqqVq1XVollezIa/CJ4vKHHi0NBr3itpxg/Zi+ZKGkr1wuKZWrCA6hgtbN8eSVyDqTX6LrHU8ddiUOJFfGujVSUa0U4wlbZkyXDF1YqHjSmfFEtzi7gECoLymhj5yBG4+6jS8/QsamjU7KZYeO45KplSRFJUaczEuF1PzIPmoenv6TuUNlK9Lm/S0sUJVRWZucpE+iJhRxMVHpslPBlW/RPLcbo0yjplK6YdMsiyMR2Wc5zdDdHMydOxYvlJLVa6oExZ5Sqlr2i15ZErALhoAhYAjEgUBuiGLfcznPQCLw0o+1D994pWerOS84EF6Qe1iA4QE+GCCHeJY0kKDgWDWNs/USz9ZW1RZ2H+IS2CIN4cuWdkhpyAQ+kAjEwSIN0gyySjUxBc/rWDRCXPNST95YFlNOP1CuyPrx0kZeWLFhJU1dka6I9sLGlmqsgagT33yIz9ZbLK7x+O7XF7xIEwtS0qMesQLxgxiQHuX168435eMTK5AGdaRs1I0y+xiCBRjmVJZY6SfqHtvY2f6OlSJEUnEginEISRtAsEUjiunX9CG//egT9He21+McCgdhEOtIT6ims7PAjEYU03foh4wB2p/+TR+MZqlJH8Gim34TjM/Y4zk+9HHVGXVlIT5OmHBuhbQAizXUifJA8mEx6o/TYL/35wTyYrxTVz5cJy/6N+mQF8eRASyIT714HlyIy3hgrFJ+rtPvCdQVB1qMv5z6OxhRd3Dn2y8XdacupEGZfEwiy8Y55aNspME3bUAgb8pIGmAYbV5xEfP5D0Qxuy+obzxEMYs6r6jkEOQp/RHJACxKfQvhYPFpU+qPFTBb7HHISL379esnN9xwg2s31el20hX0B+ZPfkfoQzipA/fIwOIIpNpTTz0lv/76q2sX5vpHHnnE9YXI+Ik4xxkrUkv83rVs2VJU29/JaNAnilOgT++KRTFYMT7ZRQLZzrcfWLimTZPp6NbPq6B8M4dOnTrVLXwwphhDPdW6v0WLFoVONqvYEsUFpTMVx3JEEsXFEQOrsyFgCBgChoAhYAgYAolAADLAtyhGTxKNYl6yIwNkx6effiq8IKNnCTkFccV2ZLSNIWa4xnZciF+2mUcjismPrcqQCnwgtthqz7bdaAFLZdKECMDaiBdxiB6IFUhfyAPIaF7WIV0++eQTZ5kEEQEJQYDIQQtZHe444oA0qHNwazJEEi9o5MOLLyQFdYLYgQTae++9nYUmFj5cjwxYdVIvddQj6sRHZs2a5bbcd+7c2Vl5YnVHfYmDF/hmzZq5l0Cs7nKyQqMeYICOL8+jLwthtc8++zjrOXRE2aKLvm92AcILbNCEhDxHD5i2qFWrlnsOLMAQnHZ3KK5EMf0Koti3rPTbAWJtzpw5ztISy2P6Fv0T8lSdfDmrYXUa5/oefQPreXSOoxHFjFH6KH2c8csiCn2QMRwZ0E9mHE2bNs0RcJB8ELyQd+TNGITEYaxzHZ1RJADoZxxTbshQ8qBfYSWIhTP9FQtRrhMYY1ghkxdEEVahzDeMU77r1asnxx57rNNcpo8GA/fR9WRcMC8xX1AuysT4gDRm3CCBAUacQ0BBXB999NHOmjWSfKSePmlL2iyCgQHjF2tY5grmOCxX+TAHqTPCMFmbYBqMX8pGGcCe+nGfsce8QjmQ54g2rwTrml/HuSWK77rrLtfuzEn8hqiTMveJbKtg+ZnPkJNAXxv8mSexOqePqHM0J2VA29auXdsRiJDP/NbQfpGBPg+2WNX78gcQ1Wgh+30s8pldPYcghsjj9wKJBc4pa3ELiSCKwQx/ArQXesWMMdqeOaV3795uPmRhN3KcFkWsqTf/P7DDi8UT5jB8PahzyKTqyScDSyOKk4GqpRkTASOKY8JjNw0BQ8AQMAQMAUPAEIgbgUiiGOkJtIWDAYutb775xhGp6qHeERq8sEPwQM7yAgeJC7HESx7EDpqWQaIYYhJrL0guSCGILwhLiBgsidhiGgxYGREX0gBSizx8cgoCivwghyCdIJohhiChsEJlSzDELHlCkGKxBxkLoQMB5BPFxx9/vMuSl1SIBogqCB1eSiHDeFHFQhI9Sohg8oLcgNjxCVWf+KaMkFzUC/IbzCDqcHAEQQXR5F/n5ZoyQH516NDBvQRCaARfhCGSiId1NETXvHnzHMEM8QYhA1EIBlggQaCwrR8yBcIKnIIB0g6HQxBetBGY8DwECx/ShPA6UbUlKTNkDZgRsMKkjjzjk2fBtHNzzPPkBXHPd3ahOBLF9D+IQrQ+faKYPsCiAv2KPkA/wsLat6qlTTimfehv9C/GBsSvTxRDaNLW3Od5xi/f9AkWXNB/pY9isRYMEMqQrmwJZ3wwJigfiyYQzIxzrrPgAslH//WJYhZcGNv+IgsLOowXPoxRrFSpI89QRxYvGLd80+dZRGHsUT/Soc6MR0hpCGb6O/MOff/333932DBXkD99HMKOuBDG1J2yMvdAwBAoz+GHH+7mDEjNaGQi/R4MWByDfCQvSByuU38+HFNO6oPjQD7Bscd92gTiHOtqf0xDjoIdaWDZzLzC2GM+YjGLQFzakrHON+d5HX/+s7QdH9o9VlpY4vKhX+VkUQwu9IFXlDQlsGCF4zl2cFCv7AIW9FjOMx8x7zGvIpnCggU7QR588EH3KG2F9jHEPn0gWrkZI8y/PEOfJaBnDskIcU2dEx2eeeYZeeGFFxzxz+Lha6+9FhqXic6rIKeXKKKYvsauCHYCMf/T7+mn/C/CXEG/4ryoB+Y8fpP5XwT9axaTsLTHoj7aYl6BxkMnHguGQL4isKDThd5frfb2Ft1+db7ma5kZAoaAIWAIGAKGgCFQ1BBQ6zhPX9I9JS49fRnzVA8vVEUlATy1hvN0a7GnVnievqh7SgB7KjHhKXnjKdHhqZWdp97oPSUU8HzsPkrKekpUefrCF0pLLZE9fdnxlJQJxdOXfk9fhDyVGQjF8w/0xd/r1q2bp6SPp+Snp+Svp4SAqvvs8JS49VTHz1NC01NixRs2bJinpI57VIkwT7cue6pR6emLlcuLPNVi2VPS2VNCypVfySM/K++DDz7w1KLWxVWS29Ot8x64UH/SVRLEpUV5dSuop9ZjoWcpC/mrVVlYvcBCSQ7vhBNO8JSMc3VQy2eHE+lwH8zV+tNTksFTYjyUJgecK5niKZHsKZHiKYnk2kHJcU9foj21SvSUXA/lqZaJnloCekqUhdJRYstTotvr27evaz/qqA7GHJZK5nkqD+DK57cbbdizZ09PyWmXhr60ekrkeMQFNyXfd+mjpJtHu9J3YgUlRr2rr77atb2SA54SSA5zJd5iPVYo79EP1frRo/2UrPd0O3uoHrqI4qnlpRs3ujDj0X/U6s7TxQjXP5X89VQH2PUhJRxDfUGJK9eHGS8EJVvdc6Sv5GkonlqreUryemrlGsqTA9qdPs6YYewpEejpoouLo8SrGy+6OOPS0R0IHnWgr1Fe+opaRXu6KOPpYoCn5LJ39tlneypl4Pod9dFFC1d+EqR/6g4GT4lfT0lXhwV9m6AklKfOKD0lvj36AWNdtWxd/blP/VQT3V1nLPn9mDmFvq7EtBs7Sgp7uijj0vfHHnFJTxfASCpLUNLZU51eN2500cTr3r2798MPP7g5DyxUk9e1l5+nWsN6usjkKeEVSkvJa4c7+TAXgIGSxh7jgLGqVoKeEvmu3LRfjx49XPokwNzD3MJYZNwxf+Z1/PEsuFN+2or5I1agnD6ezAkvvfSSpwtVUR+hjfj98HFQZ25uPtfFwKjx/YuMcX5TeI75TRcA3HzEnAfWfjupfrHDmvmQfhktMFfTjsyRfjn4rSEPfqOSEZSE9nTBwv0mqsMxTxdFkpFNgU+Tdpk2bZrHGPOx10UP79VXX3W/UfFWgHT4fVaC380FpKWLYG4+UEkdNxfEm1Zhjkcfpy8pYe76Fv+PMJ8Gf9cLS/1Y3bJgCOQrAkYU5yvclpkhYAgYAoaAIWAIFGEEfKIYMiSSKOYlGyJGrUzdSyAvgJAGPmkELBAaai3nXuggdXnB4+UGIilIFENqqXWiIyp5oYf4IS7kczSiWJ0TeWq56+KoZZrH88EAuaWWRp5arnmqD+mplaS7zUsWZCSEmm7Ld8/zQg+pShxISrXm8yAdIZ0hQnnpp/6Up0GDBo7ICuYFwaIWl+4+L6+k7QeIEsgc6sBLro+BnxYECIQTZLNayrmyUmbV8nTpQXbzIgjJFgyUFbIUMgXCWy38PEjiIFmiFm2hcpEfRCIEuh8g4YYPH+6IOohIygFuah3tXkbBYdCgQd5RRx3lykIaKl/hnoHwom7qWMoRlcRhkSAvHwgxPrq93lPrVUeo+WWM9l0ciWJIW8gWxogfGD+QtfRNtYr01MGXB4EZDBB/9AO1nAy1IUQxRINPyKvluevTLPiopa2n1sGhvse4iCSK6R9ch9xkTlCLzmCWHmTx008/7RZ5WJDxFy+IRJ7MESyoMMYhQiGadSu1mzfok6RPUMs5R4yrNbwrDws66szPjUsXQf+wEKVW1q7+pKU7Htz45j6Ep1oJu/ozR0Gm04chqFmsoq6QjiwcqaMst6BDHyQOH0hIiGi18PWzc4Q35WPeY4GHuYdFLwjeIBnIfASB7acFocoimz9PMX5e1oUYlV/wmDd9opkxxYcFKPKm3f00WGxi3iN/5idIUxZuGHMQ33kZezzDfEvaap0Z1i9ClY44yA1RDJnNHOfXgTk3FrHsZ8ViAXMNz9FutBULjixC3nHHHSGimPlYrSsdHsG5z0+Hb/oBv0Hg7JeDdmZxi/6WjEA/5bercePGrs8WxUWseHBLFFHMeGGRSXWrQ4sUzB+MMX7TkkX4x1PH3RFHJU3c/xLMecyxuqthdxRjl/I0oniX4LOH84KAEcV5Qc2eMQQMAUPAEDAEDAFDICsCEMVXXnmlI6MiiWIs4rDMwuKLF3Dd2hvVsgeyGGIFMgKSBou+SItiP2cszSBUIHJIMzuLYohX7hHnoIMO8nTruJ+E+4aQgiCD/IQAC5JdWCTyvE80Q7ZC1ES+bPJyChGFRSPlJq8jjzzS0+3sYXlBjPsWx8TBKjcyQPRi+XSCWhAThw8kEdbGkNF+wEJbt9iGpQfRwnUCZAhEHCQS1pi8KKpGYVj9/LR4eVTZDkckU37IQrDwA+SJOoLzIMohUbAsJNBe5ANRrpq3jqiGNPPLzcs6FoSUCcswn9SG0MnLB+tAPliNYtWqEgN+EaN+F1eiGKIfgpcA8URb+uQnYyA761eI2qBFO+QK6fiErA8yVr+kSV8mXfpFNItilUtwxB39AWtYCDwIoWCgLJB7zAlYLAdJVMYB5YHogZSm/6q0RvBxd8z8wiINdYMIhzBm4QIilUAfZezoNn+XDmWG+IS0jQyUkT5MPyMeltAsIEUSeFgk+9aqzEGqaxs2tqgniyNYCFN/iHoIW+bJYICcZPEGfCDyIT0htP0FK8YmuwFIA4tx5ifmH+rkl4l5igUUf9xhAc0zkN+kz8ISc4NfXuqVlw/pMz9AGFN/f64J1id4HC9RTF3oe2Dk14HFDnZI0IdiBfCh3XnOb1dIcSzqWUzy6wxRTH/y56xoaXIPa276hl8OjtkZApGdjMC4weoaor9Xr16hNk1GXgU5zUQRxYwJ2pDfM5Vvce3I/AHhz2Inv4nFKTC/suDO3MKiu0qqFLrqG1Fc6Jqs8BfYiOLC34ZWA0PAEDAEDAFDwBAoGAhEEsWQKwS2dQct3iD51AN51EJDOCINwRZk4mFplR1RDAHJix8kFS/12RHFbKmHOCEOL0xsy4b49AOkF9sxIREgBCCr/AC5BCHmE8UQqMhY+Fvx/Xj+dnnKg8Uw26ZVVzkLyQFxFSR02GqMNSREiR8ggVRHNoywQ1bCl8Tw45EWRCnWxz6pQdq+lTZYYlXnb+eGuEYaI5L0Iz1enrE6pcxYV0N6Yf1MgEiHsIEMY1s7xB1ti9UWRBikMd/gjMUnhLRfHsrG9niILMoKeaUaoa7M3MvtBwtXPpBvWE9HEvGuwIE/xY0oBl8sUmlrrCcJtA0EAW2CJAPHwcWQAFyuj5EG44749DvGRGSfgYx5Wa1cWTxg8QdryGhEMX0Rq3e/P3CM7IFP4JI3/ZrFGCx156p1LYsuflCHVG4Xgk8UYyHKgkRkwNqTfshcAeEGQUhfZwz4gXSZh3xLfeYErJMjA2VB7gKCkbhYHtOHIwNEJJbC1I0FEEjsYNmoO8+qlrJL6yG14vaJ3WBazB3MR1hWQ+ZCEpMfhDlELIQXVvzkQ9sxP2LhSrtSR+YK5CuwvPZx5huLXL88jANkYxg7LNjldtz58ekPqsXs3X///Y58jpwHg/XiOF6iGIIWC3fS9+vAYgftFVwci0yfc3Z9+Ds+gkQxkic33nhjiChm/gKzWIG2YCHR3/lCWZJNFKturBtD9Dks7iH2i2NIFFHMmOc3nMUXnyhm8Yg2VQeZWX67izrWLKTwPxKLESzE5LS4WhDxMGd2OhNZyF8EzJld/uJtuRkChoAhYAgYAoZA0UVAiRjnLEWJJVEZBFES1DmWw/mTkiqihKtzOKdElqjFl/NMH4mGviSLkhuixIdz6qMvN875kJJQosRBWHQlmASP90pGOGdRShSLWmSJkgNh8XBohMMgnHwpUSNK4jrv8jiMUgth51xLyS7n7Aunbjg9Ii2Cbsd33tN1y7lzBIZDIyVzRElKUUI0LB9OlLRwTqsot5I7zskcTsJwRKUEsHOEpZqiznEW8a+99lpR4tk51fIdJREPR3hq4ezqRzy11HZ4cOwHsFKy3Dlo0i3a7rIS2qJbzp3DPX1hFrX6EyX0nHMutQ4VtbIUJfX8JMK+lbxzGPGNsxvaUK2QnOMu2lSJJgx7nLM7teBzjgaVWHFpcJ3nlBxzGPCtRL9rO5x84eCMuEo+u3h+XcMKEMcJ+RCUEHLOv3CgpiRdtk8q+S1K/DkHZ0p4ixKbrt8p8VXkHBopoeacOSop6PomDrmUHBG1kHWOHBmH4EX/xfkXjt4iA/2d+IwZ+qwSd67v6QKEcx7nx9dFIaFP0NeUfBO1wHVOknRrs3P06MdTItGNFV1EcJd0oUZUZ1jUWt6NQ/qiLpI4J4/0CRyy8fH7hxLFoosSbk7AAd7VV1/tHOypJbOfhftmLCip6pzR4eASh4pqmeucy1FW5golj0Q1UEXJR+eYjjGquxccFsHEcIRFeemrlE+teB0OYBcMSta6OU1JXVdeMKVfgTlBLYKdYzUlgV0f1cUXwcFnZKBPKyns5hoc6NGfyQunf6oh7eZRJdfdY0q0O4eV1Ncfe2BFHXEyqVa57pg0mauYG5VAFl2oce3JuARvxk9egv8sZaPNmSMY59kFHNnx4beBeZ95U4lXN99FPkPf04UA16+4x3yvOzScYz4leSOjh85pJ9W3ds46qReOOMmDsuH8T8lBN2+RBm2rlqVRHdmRoBLWbm6mHLQrQa3dRRcBRMnosDHgbibgD2OGctHmzPM4bvX7fwKSLzRJ8PvB7ydOOJXcdOXW3Stu/OnipOtv8VSGsYGjTf6H0B1H7vdGF5rcb5EulLixzFxSXALzD/OSWsQ7J5n0ZebfQhV0QrNgCOQrAmZRnK9wW2aGgCFgCBgChoAhUIQRwKJYvdQ7Kx70ONnmTcCCEEs4rHuwNlVCJaqFHnGxuGM7OJZgWMCw3RyL2KBGMfEIWB/GY1GMtfD/2TsTeKum9o8/NKNSadBgSJmj4dWgEAmhUUklKTRISElkypwkRJRCRZMGGZtUQlEUohIqEU0qRIX039/n/+77Hte9dW/3ntsZfuvzOZ3TOfusvdZ3rb3P3b/17N/DLb3cQh5cHPmDyMrgwtx9O/G4DC4uvU4i24gqCwu3PROFFHrvhtYTqX2Aw+2JZiJyMayH1/gOP/roox4tR+Ql0ZFhO4je5BbzyNvtidIj6ifSAgBm1BVZ2FcgFLvvYFgfibbCW7VhiT9suD+iLfd02y1RzXDge7Sfwv8ZP7wNuXWViGKilomUJKIX64wePXr4g4hKvEvZJ+NHtDTsiGgK9xvWzz6y+qAu2rynkqwRxVgvEGEbiC8e5Y31CHOE26+JPo300o3kx9xhDAORzbcnwpOo29TznXqxEglEObciYF6nFVHMPCL6HOuUQPzyOpmPRP0y94nwxPc4LKnHk+hZIgH5DucCIorTi4jjuGVOhccS8yMQWt2CgPlLVF14nPCMhUKkD3fYBixeaC8RxUQdcwcBczh14bgg0pakfpxPmPORVha0M4wExlaCBFvpFfoNK9ofOa+JbuVcGrYbFrSHqOPwuOOZY4+7ATj2sHvh2CMSGeuJsHC+yOoxF36fNobniLD+tJ4zGlHMdzlH8DsR9hVrmeeDqHXOcXsq/DaEnIluZ17hz0w0Nf6/kdYTzKdIvqnr5RzL78FZEbY/RFDDkb5Ho3AXBn3GPqN///7evmjsJ9brzK6IYv4OIeKe5Jj8DQFb8gFwlwHJ8lL/jsY6l6y2j4j7YFHQWXA3AXcgxFuR9US8jVgCtHfnt9/s3r788907v1uVAL1RF0RABERABERABERg/xHgAo2LdEQpbn8PhWJuH+bCG2EG4QWBkYuXtAoX8YgtCB2hUJye9URGhWKEV3z6EFAixSJuU0bAoc3cbp5WNvDUQjHJ4PAoTi2cpe4Lt53jC4qwha8owg4eyPwf+4pQDGkXJJnDPiEUt6gno0IxQg3t49blsL5IoZh6EJjDzxDxEfgyU2gXYhqWAQh9tB1Rive4PR6xDEGSB68ZOy5EEcl4YHGAtQYiVbRKanExcj/JJBQzF5jLCIvMgyDa3m1DsPoI5wC2IvjkhsJ9JCteUwdzNLuEYupkoQTfXzxnQ9GO9nAuQGjGWxgBJ61jKrVQzNwL7RSoO63COYS5h385xwbiKeIqx39wF4EveLB/RMWsCMXwxSqCxROEYvbFMUHBPgZBHgGdfWFFE5lcMK12p/UefQ3HguOP/uPRzH7C4y489mYHVjD0m+9wDCKgRorwadWfHe/t6fjLjFDMuDF/w7kKM+xsEPv3VDi3h5z5jWH+woDzKl7F4ZzDdxobFX6n0mszYiXHR6SPPOfNaCWyo18ImIwtvv7B3SZRE6T3xDAWPssuoZh6WGDgNwv7KuYTf0twnsGSgnmWTIWFD2xXYMCix97On7HIRkJxLI6K2iQCIiACIiACIiACIiACGSDABTiiKBF2RHiFQjERegiyXLAR1XtX4NWZlijLLojayu6IYupFVEXIRDRCMAjFiPAZcY0IPPxS9xRRvDehGEE0uIXafY3PO+88v1DlO3j+ImyTEClSuEMo3teIYvpEe4mWDPuBQMj+KfibEkEUfka0HqJtZgpCMSI6Qj+CC16gRHHvzTc0rX3QXqK5mCc878uD74bfZ65EjlVa+0wmoZhxD4Vi/GoRMhG4iC4O5wCiF97T6S0YIBRnZ0RxOCbMfbzB8Z0lMj1sD8/4+wYWLH58ph7PzArFREpznJNUk+MOgYRzEv7jJEsj0jSwlvH9Z0dEMcJLKBQTUYxYS2GhCJETMZw+0hZ8vjNTELSIuA6FYrgFFjOZqcK3jYxWzo7jjzo49jjXpSe4ho3MjFBMXYim4dzAsxexP7ARCKtL8xnhK3JMWZBDEORciy9zWB/+9PgW47edXrvxY+e4iTxmWLRMPS/TbMg+vomwzeIqd6uQ0DFakcv72Lwc+1p2CcWMIfOO36rwLgb4cjyyj/TGPsc6msM7Co8PGPD3Br+J8VbkURycxVREQAREQAREQAREQAREIB4JBAKC4SU8YcIEC5JAuddiIMxakKTJguR1hndoEPllQUIVC0RLCyIM/9XNQByxIKLL/QWDW9vdIzcQVr3e1NsHtyRbIAoZnr94kKblURxcEKX4UdK+L7/80r088Rflu4Ho6G3A2xLfXXyLg6hLC2499/fxzcQnNfQoxncYz93AciFNj+Iggta3DZLIGZ64+LHiWYq/JX7IQdSk+5YGSai8/uDCzXr37u1+saHXZxDtaXiV4rc8c+ZM3w7/U3yI8TsOSyBeuPcoHqB4qlICodj9aAOByvcVCIcWiG3+WSAae53Bbf/p+opG8uJLjEcQdeke03h24nvK2AVR3t4frzgD/9BWPGLxoAwu1rPkwUkbAwHAvVyZE8y19EqyeRTjS0yfgwRqxmt8T/EZDsQBR4Q/cSB8uT9wEAX7L2zM98AmxT2KOb7wtQ7EZcMrNNKTm+OG4xyP4iCiNV2P4sgdBCK0j38gplog3FogHqd8zBjSTtrHsRLuK7VHcegXjO9u6sJcDcRYP/7w6mWu4vnKHClTpowFwrC3NRDC3a+T/7/wwgs+lyPrChZC/HhavHixe30H1jd+zsL3OLIEgqJ7y9L/YBHFvY6DJIvOKhCsvY/4jHNu4tjG4xv/2cwUjjn8d2HFOQrP1czWwbHHuMKEMeX/eLLvSwlENv8uPu7B3Rl+DgjPW2nVlxmPYo5r5mywsGjBAoePH+di/FXxOE+vBAuLPobBIpi3jfmLFzT+6njTh7xKlizp9eNhzPkRnqkL4zZv3jz3VeZcxfk2iOL2/6feNrv+Hyyg2LBhw7zt9PfBBx9MOP/0jLAKFq+yxaOY30/GLEiO6b/BzFnOJ/x+cj5LtsLfGvwdAAf+juAcGv59EzcsgpODigiIgAiIgAiIgAiIgAiIQBwSINITX0B8iLEowJuUQkQx/ovc6k30HRG1eAimVYii47bq0HqCaEOiILl9MnUhSjEjHsVE1hJhFggkXgX/D5LruS0DUWtEQAcXTP4gEhrv1bAQpRnpUYy3KpGRqW+Tp26iN9mW6EHqw34juEhL2S91cit4kBwpZX9E+GR3RDFRoRRufw+Eq5R91ahRY3cgSKREHPtGafzDOAaCuveHOmCFFys+j7Bq1KhRhnwOiThkjBg7OBLpiectfs94re7LA39kHjAkOhxriz2VZIsoJjI3SOLmEZFEoxJhG4i8KXMAdswBIl7TKowT9gZ4WjKHA2FldyC4/Gu+Z8SjmGOC6FOi2MNb94lQx2YCK5ZAwPVo4vDYI6ISv13mXlimTJnyD49iPLGxBkhdOB5nB9G83G5OfVgRsI9I6wXmMlYTgWDo20QjophzFyW0noj0RadvcN9bRCNjFiSz9KhvvJHD8wn9ItqbCNu9WbnAA44//vij24nAhkjbIMmb2yrsy7HHd84880z3TicKNlgocGuT1GMR+f9AKPZb3mk750MiogOxOnKTlNdwCZK6efsYG879nB+x00irsD2/F1h8BIuEPqbcXv98YDsQFiKIw8/wuL4ruJslSO71j3NyuC3P2FwQecoxRJuZk/jLR7P069fP78Ah4pPjN9KGKJr7jbW6syOimOOOiPBI6xD+HgkWbNP0GY81BtnZHo4PoquDRe7dwcKh391AxHqkb3l27i+adcl6Ipp0VbcIiIAIiIAIiIAIiIAIRJEAohA2CFyUIJCEF9j4QiLscSHMxTefI/CmVbjwR9TgFmQu+kOxID2hmIv6ILLN60UQQJROXfAKJtFWECGY8hG3965du9a3p20k2qNt+Bbja8kFFgWLhUihGCG5T58+/xLOuJ2ZCzIuSLndlTbhicrt7pGF7aJtPREKxQgOcETgpW/FihVzkXdvHoV4e8ILwYX+I+pTDyI/9TCOCDp7ErxC/2RYYsGBaImgg1hDHVl9wJhbi/eWmCfZhGIWavA6rVWrlgvzeBFfcsklKbyxMeAYZXEirYJQjKAZCsVB9L97badeGMmIUMyCA8IbYh1ziblPYV5SH/MQz+RQyGNOBJGj/xCCEYoRN8NkdrQtLaEYn1pEbeYo851ki8xbzkkU5ios8EuPplCMbU5YEMQjRV7OM5wjQg7hdqmfWZhhgQeLEKxlYBIeL1jABHdnpAjvqb8b/j+4E8GPYc6z2G4gkEf6lYf17cszFjRYmwwYMMDtbcJ9pvWcWaGY4zW4w8LPE5yLsdJhDqRVwnMMPPhNoS/YS5B8MSyIzNiDIBZi3YEQy7zgu2kVmLMQiGUI5xg8rZm/0Sz8hrGIR/tZ6EAwTcaSHUIxi1rYLfF3Qzi3WdjkuAx/05OFLQt1nH/5O4wF3jDBMO/FW5FQHG8jpvaKgAiIgAiIgAiIgAiIwH8JIMqQ0AkxEEGKDO4UouKIhAsv5rmAQ4iMjBz8bxX+FNg27CaBHYlo+A5iUqTIG267KohWjRSKEULx001d8LnEI5kIuNQFYWz48OG7g1sxUy4siahERKYQAYj4HHpWBrewu5CGCBZZ2B6Bg4hj+hfcSu/R1fhkRpYVK1Z4VF54EYt/KtHOkYUkdIhoiBThdvgLp/auDIWS1MnsQv9gRHfGgGhuIvSoi/YjdBOxmLpwoc77eEtzcQ1L2hJ5sRm2ByELAQfxLa3CeLEfhEb8YkmsxTxgXM8991yvn31k9oGQwgNRkDn1+eefp7X7lPcQnmDMeCA28r0xY8b8i2XKF+L4BXP5mmuucaGYqG0EMURZErkR4Y/Ax4O5zjGWVmG+w4tjibEmAhzhLRRcw+9kVCgmeo0FE0RK2hdZaBttDG6LTkk6hWiMyBmWwHrCFxrCc0FgI5BmMia8jEMBmAUmhGIi2CMLizZ41oZ945hIK8EcxzuMYEVkMvM4reSb1B+ZzI7FlDCimP0yNxE6w2MGH13mH8ItkY+RBSE7sOZxUZKoacaRBRvufoAdQif18IzgDLfU5yDqQxzie9QR2I74Ihf/JwEeghHHzgUXXJDp4y48TlnkQoi75ZZbPNKc88OeCl6xHHe0HaGKuzXChay0voeYh9gXLlQwptyZwrksdaGvHN+cr5kfLGAxHrwXFoR2FrU4B9IGoprxi0+rPr5DNCoLK4jEsCYCGfE4moXfpdBLnoht5kEylrSEYhaJEOpT/46m5sOxwKIhx324GMnxG9jF+O9Yer9TqetJpP/z9wHHAucCjg8WIzi2MpunIBaYSCiOhVFQG0RABERABERABERABERgHwggJmEZgRBzZBBRG3gtei3c/o0YGyZl4oI9jEjjQp7CRT8FAQWhksg5LtaJ9EUwjYzU8w2Df7igHjx4sO+LOokmDBPohdvwTFQrIgKiBSJq6tu2EbCwVmB/1MMt6+Gt+VxUIW5wyz6fUU+74Hbo8MI1rIsITfqOIMd2PLjoDwVuLtq4DRxRALuLcBuEU0SoSMGFaEv6y0VyuB1iUWphCLED8Yso0nA7BO3w1m72ifUFF8+RIj2iSa9evVxQgg/1YA2AmIQABAuEKr4bFl4jMrMfLsCJ2EL0ImKPC3zqQOyijYwpghwiD0IjYh99Yn588sknfvGKaJyVB8wQIfcmANAnFhqYkwhWCGVEV6YW3cN+xvMzc5toYeYXogDiKWNCJDfiF2IB44eQSuJGbDvCORUefySZRMhnjNmW1win4fEQ8kEoxsLi/PPPd0sZksaRzC1yAQLGiKXMY4Q/bvlPqyDWhhH9nDdmB3cUhIVIdOYQEXEcexwHiB3MbfqG2EwhCjeMnKef2G0QaRoeV7SXOwvaBcduaDWDUBx4FIe7SnnmHBIeo0SWsgCU1h0NiLW0jXYFfs9+zESK0zBjEYc6Qp5EtXKeCHyNU9rG8cP5g+hfznucE+gjbedBezj/hHVwnkMwR5SmXxSOPx4cX5zvOA8QWR4ewxx7HJccc+Gizb4cf3Dge4jP9C88/6XAS/WCW93DcxMiLb8Dq4IFvj0VFs4iz33MafoVztXwu/yfBIGI19gaEUXP/8OFMraDCQuSCMhhO1i8ChcCw7rC5+eDyHcEbbbFfoJFi9T7DbfNrmcETmx0mBtVqlTxuRFpmZJd+4n1eviN4HiPXLTlOGZMIheZOO45X/HgPMAc5HeI37nIvzE4hoP8COkuSMc6j6y2j7nPeYRFXaLzOVfzuxmeM7Jaf05+X8nsgjOSigiIgAiIgAiIgAiIgAjEI4FAtPEkbyS4CsQoC8RGI1EPJbjQt0Cc8uRsbBeIdhZE+XqyN5JXBZGEnlguECAsEI4sECMsEJr8u0FklwUCigXigSdr43t8PxAcPGHNY4895sma2DiIPktJXuRfDv4hoRKJ4QIhwZMetQsSyPH9sJA4iQR1c+bM8Xbfe++9FnhwerKj4DZxC8RGT7AUiC7+leBi3hPCBJFLFgiVFghPFlywGsm6ApHL62FDEmiRnCgQHjwpXCAGebIeEt4F4pDXFUR+er9ILsV2gRBmwYWcBSKUJ64isRKFhE5BhK8ncPM3gn+CC2ajTpJkkcSLEgiEnhgpuEj2/wfCu9d12223eTIr3gwENW8byb5Kly7t7Q8iFz3pFkzhe8MNN3hdgSDs9bCfIDrZggt5CwRvf48EZCTGCwQgCy7QfbwCAd33Q1IokkXBmkQ6gVDt3wlEF293IHr5/7PyD/UzjmFiruDCNSVxYVhvIKZ5YqNAwPTt4EKbSGgWWdL6buTn8fA6EL+Muct85fgLRH8LBGJPDEZCQo5F5hYlEGT9WApENk+kyHskOyORZCCoGuNHCQR2T1hGIrdANLZAbPC6+SwQMC2wcvDkkCTG43OStzEfKBwTgUhnQUSxH88kKuM4C2xp/PPwHxLKBSKP/zcQ8i2I4vRke7wRiGiecI55x9xizrEN/aLuIALV/89r5meweGCBcORzmmOBxJmw4NgMRBJjHgSCqe+L+cN+AxHWzz3Vq1f3uU89cOTYCawMjORnbMexGllIyBcsPlkQcerzkPMTiaKCBRTfjLkeRPT5sRksNqV8lYSegXDux2AgMnt7aRPHIPOQvgXRyd5X+hJE9Psx/cgjj6TUwfhx7PEIFmT8fZKFcv4kaWQgtnliQMY3EPH980A48n2lVJKFF7ALhHZ/pHcs03YSdQaRzL4nxh2OjEk4R9JqQiCO+3mdecH4w4qEgoFthJ9nwu/ALFjw8mSjwUKDJ13kuOacFp4T2DYQyQ3+1EeiR85VtAs2JLULC+dl2sq2bMM4Ul/kNuG22fnM3GUu8TsVLAJYYK/ix1lgW5Kdu4n5ujjn8LsXHsc0OFjs8OOP8wa/S5y/GE9+d0leyJznbwWOazgGYrP3k2SXQRS8jyFjyVxNtsL5l78ZOPcHCzye2JNzNnMs3oqE4ngbMbVXBERABERABERABERABP5LAAE4iMY1hGIEPIRixCEKF3ZcgCO2cmEXREz5+0HUll8MIp4gDAfRYBZENbqwE0QM+TZc2CAyIPQiMgQ+wS5CIcIgIAWRk4a4QAmia10oRnhG5OQCEYEFoTSI2HJRKIhQc4EFgQNhBgEJdbnP4AAAQABJREFUgYt9IxYhkgZew14fYg8XoEFkkgWRTf4eQmsobtM22oOYwGuEYrKrh0IwIgd9Q1RGeEKUpp/0nwtjBFQEAcRmhC3ajyCGWB5YO1gQHez7RKRCQAj3y5t8hpASWCm4OMh77I+M7wjrvEaIQlBBhGBbRF7aEVmCCMwUUR4BiotyeIXiLtsiyNG3IELJxzAcPz6DY5D0yccYYR2BCAEriLZ0sQrRKicLYgH8GVuETEQ/xpGCoEm7YIkIyDYsRATR5DnZxKjsC6GYcQ5sS4wx5VgMosl8X4GHry+WsGDDHERE4NgIbAz82KL/zH+EFx6MNwWRFSGSRYzAssBFTBhyTAS2Ly7sBNF+vigQWB34sUedzGfmBeIziy5BZKYFCaZcvOFz5hbzkM85JzCHEYVYWEHgCcVNhF+ObxZCgiRu3iaONURZ+sH85pihILYxRzl/UGg75wxERERSCvMT4TWcv4hPPBCgOf5YSOB8EQq7nDMCj2BfwEE4ZDvmDMcRwmMQbe3HK3VzHuDYYWHkqP+KUxzrgXWHjwuLMJwjWeBJqyBwIrazWATryEIdgWWCc+dcGhbax7mO8y0CMYX5jNAM93ChJ9w+2s/0l+OPseG8g1DFuFBoV926dX18g8R4PkdoN+OE8BwW5iYiYOBt74sRnNs5Rwb2OxYkQPQx573gbg3/nHkb3HXiQlhg4RBW849nRGB+K5hHfJdzEt/hvMp8po45wUJhEOnt84PfGQR75izHUjQL48m++d2hbYx/EFVuQVR4NHcbE3Uz1oi//BbyO8zCHsd7uFDFeYJjkgUqjq/UQjFznr8DmHOMI+cdfos4x3OO4O+LZC2wYnGecyu/hyzYcQ6JxyKhOB5HTW0WAREQAREQAREQAREQgYAAIghRjAjFRHQhFBMdSEFcQRhCxAo8By24RTtFrOFzhALEFS7yiMRFLOWiHWEG0RMRB8EGwYCoOS5+qAuhKbIgfiH8cKFI5CHRv0TRIAwiYHIxiWBBPQhORMoiaCBYsJ8rrrjC94OwGxYimILb2D3CFwEjLIhnCMpE+wZ2Dt5/RC/EIyLXQnGKi93Aq9S35TvsE9GCyE0KYg4CGVGbfCewnbDALuBfghLfDW6hdgGBi0CEXwStUNQL20V9iFpE4SGIIKYh5sE8uEXfRWX6FFlgQhuJtkUcQXyKjMpjW8aXaFXGF8GYCMi0CpF6CDZc3DOWORnNhQiHwB54jbrgidAY3CL/j2YyHkScIWYjTtJORON4LwjFDzzwgB8XCL8IxcwrCkI5AjBjxyIEr8PCtggsLJIgChN9i5jK+HL8cFwgqCHeIuwEt3m7QEyUWupFB8YbgYboT+Yrgg+LDoEnsu+OecX71MVCEHVxXDJPEbURiRmfcO4xz4kWpA7EtLAgQrM9/WO+sj0iOOcF5mYoNCGkIjQhunGcss8gOaXPD8QlREA+47hHpAusYSywyEhZWAj3x3kJYREBluOAhSXOP3wnsgQ+xC6GBlYCfjzxGRxpG9wDG5aUtkV+j/NbGAFJpD/no8iCwI3YySIU/UvNnW3pK8I4QjXHMos+kQJsZH3ReM05HjE8PDczh3iEC37hPhl/xoz5xvziGExLjGUech7lPMk8QVBlMY5+IdQjRjMuzDfOi0QpM4/TK5wDiVjl3MDCCaI22zPfOB9y/HBO4HzA+Yvfm5w6d7HwEni5+zyBC79XYWR6ev2J9/c5V/Pbxe9dYGPjCzyRv6+R/WN+cEzwHeY0r3mP3zZ+qzmfICRzHmE+8XcDY5sIC4CRHDLzmvnM32DMeRaYeR1Y4WSmipjZVkJxzAyFGiICIiACIiACIiACIiACmSOAgMItvYhRCDlE+iGoRBYi+bi9nWgwxCou/hGfiNJFAEAkQWzhfQQbRE8u2HkfMY8LQ4RWIhT5PkINEWlc0CNUcPHPNggmPBCEEVQRgLjIDC9OQ4EAERGhiotMtg98hT0CMbLNvMYCAqEVYZp9IkwheCA4IjQhtFKCZHUuaiDqIGbQJvrDxSuCG8IGggUCCH1ACCOSkAg7hGvag6hEVCT7oG/UwQNGCHbsF2EDwRyxCn70h20QZegjF8zcUk8kNjwoCOJzArEN8ZQIOsaL7yAwwZ6IUCIasRuILGzDeFIQrLjVHsEYcYM64Mc2XJTTFxgidqS2GIisM1qv6TtjRRvpYzi/wv3BCqYICcwn2ohAn7rP4fbx9MzcCXzBff4xdxCKiU6MLETzE3W7OohGR8Bk/nHscJwhJsCFectnHEscF8xdjj+EGd6HLccvr1nY4H3mHXMAEYc5zmIBcwqBGpGYMWGe8DnzmPlKQQxE6OE44sF+UhfOGSycMOeoj30SJYwlBCIh4jSFuclxRYQh/aP9LAwxxizksC3zmPbAgX1zbCAwMu9ZnGKhh+Ob7XjQL+YM9dAvBET2T2Qq84v+8KDv9I9jiTsIWKRin2HhOOFY5dzHOLGPkAf9J1IWsZhjMCyRxx3vsV/OGYimCGqIbNTL/uEJB8YQQRtBfn8U5g5RoYE3dUrkOnMRlvSXPnCscbcD3Dk/HxUsEKYn6CEGM+7MH8694ZgyD5i3nGc4/8IvvToiOSBcM3+ZI4wf51HmI23kwW8N52nGjnlNST0OkfVl12sWNhCHEfVoB5YaRBjnlFCdXf3ITD2cq4l05VzCccdxEf4tEP6esw3vMW94Zh7xGWPDOQCRn/M4vzvMf+YT7yV74fzCOY67i/i9ZxGC3wIWQeKxSCiOx1FTm0VABERABERABERABEQgIIBoQeQfkXNc4BHBgjdweoWLdC4OKUQyIrJwIRiKe1zAc0GY1YtlBAoe1MdFP9F4oT0BEWqIvAhGXKDvqSAaIS5QF2IHF6qpI//C79MHRA36lFYfqCMUO1Lfeh3WEa1n+oFAiKgDW4TsUCzJzD65yIcH/UCkQWSECxwZR5WcJcCxxK3FLIwgHiIUc7t+6sIxgPDCHEWERWRkDjBuzEsEYOY1Aib1ZKWEQg/7pE7mSnjsMUcQqDkG9yby8X3mG33keEEcSu877BOBkRLOx9R94NxDWziGmfs5VegH+0XIgT/nnrSi9/fUHvrHd+kjD8aPY4+60mOyp/ri4bNIbrBjzjB3mFP7eq5BaOeBAMmcYhzSO59HmxGLHC8EVibc8YHAxyJrz5497ahARA8F62i3QfUnDgHuwuDOGu5uYn7feuutvnjHwl88FgnF8ThqarMIiIAIiIAIiIAIiIAIBAQQivv06eNCMRcnCMX4w+6pIFpS9ibS7qmOffmM9iHkZlYgRbBAqMnp9u5LH/f2HRggBGZFDERYDOuRoLE34tH9HBG1X79+NieIGkc8IyoxLaE4shWMX2pxkWMymvOb44djjzZmVqRlrmV14Siy/9F8zbliTyJmWuwz0x7GCcEbcXN/CZyZaW92bcvcya5zDXMRjqmPgexqa0brYfEAj1588BGMiZLu3Lmze4gjiKuIQGYI4AtOkl/uYiByH69w7ljIym99Zvaf3dtKKM5uoqpPBERABERABERABERABHKIAEIxyVOIiuJiHqGY5FoqIiAC0SeAUPzwww+7UIxIiVBMUiwVERCB2CaAWE2kPZYmd999t9/hgn0LCQmxflERgYwS4Nw/cOBAv7uEv8mYR+RpiOcFBwnFGR19bScCIiACIiACIiACIiACMUaAi5I777zThWIi3RCKSa6lIgIiEH0CCMX9+/d3D2KEJxJLktBQRQREID4I4IOPXRPRxdirPP744+53vafI9PjomVqZEwSw1SK/AcIwvu7kNCDhJ8k68VmP1yKhOF5HTu0WAREQAREQAREQARFIegIIxURDEVHMBUvHjh09uVbSgxEAEcgBAnhOP/LII/b222+71zCJJUlipCICIhAfBL766qsU+wmOZzz/sY858cQT92hjEh+9UyujTYAEncOGDfO/wUjceOONN/pvAPYT2WXXEu0+pFW/hOK0qOg9ERABERABERABERABEYgDAgjFffv29YsUEg4hFJNcS0UERCD6BBCWBgwY4EIx1i8kMJJQHH3u2oMIZBcBfjcXLVrkFjJTp071iFCEYpLbkXBPRQT2RGDBggXWrVs3j0gvU6aMPfHEE9akSZM9fSUuPpNQHBfDpEaKgAiIgAiIgAiIgAiIwL8JIE5x2+yYMWOMLO4IxXimqoiACESfAEIx3pQzZ870JGcIxdxyrCICIhA/BPjtROAjqR3Ccd26dd3S6eSTT97vSffih2LytZRo9PHjx3tCU5KEXnzxxe5xXalSpbiHIaE47odQHRABERABERABERABEUhWAgjF9913nwvFGzZscKGYW+FVREAEok9g3bp1LhTPmDHDfv/9d48obteuXfR3rD2IgAhkKwG8iklsN2HCBE9C1qNHD2vQoIFhIaAiAqkJkAhx1KhR7ks8f/58O+ecc+zaa6+12rVrW/HixVNvHnf/l1Acd0OmBouACIiACIiACIiACIjA/xNAKH7wwQdt9OjRtnbtWheKiXBUEQERiD4BhOLHHnvMEIq3bdvm/qYSiqPPXXsQgewmQFTxu+++6wkpv/zyS/vPf/5j1113nel4zm7S8V8fi4Iff/yx237NmzfPSpUq5VYlXbt2jesEdpEjI6E4koZei4AIiIAIiIAIiIAIiEAcEUAoxmoCoXjVqlXWqVMnz9oeR11QU0UgbgkgFD/++ONGNOIvv/xiffr0sSuvvDJu+6OGi0AyE2CxFc//yZMnGxGjbdq0cSsBEtvlzZs3mdGo7xEEFi5caJMmTbKnnnrKyBOBLz0LCmeeeWbEVvH9UkJxfI+fWi8CIiACIiACIiACIpDEBBCKSab10ksvGX55eBQ/+eSTSUxEXReBnCOAUIy36bRp09zbFKG4ffv2OdcA7UkERCDbCGzfvt3mzp1r48aNsxEjRnikaLNmzTyy+Ljjjsu2/aii+CVANDHnfETi77//3qpUqWL9+/e3GjVq2CGHHBK/HUvVcgnFqYDovyIgAiIgAiIgAiIgAiIQLwQQirn1/cUXX7SlS5d6RPHgwYPjpflqpwjENQGEYhZmpk6d6skkb7/9duvQoUNc90mNF4FkJkAkMXcI8Lu6bNky95vt3LmzNW3a1MqXL5/MaJKy77t377YDDjjA+449yeuvv25Dhw61999/30466SRr0aKFMT9KliyZUHwkFCfUcKozIiACIiACIiACIiACyUQAoXjQoEEuFH/66aceUTxkyJBkQqC+isB+I7B+/foUoXjTpk12xx13SCjeb6OhHYtA9hAgUhQ7p7Fjx9onn3ziCcqaN29urVu3TohEZdlDKflqmTVrlt1///0uEhcoUMC6detml1xyiQvGuXPnTiggEooTajjVGREQAREQAREQAREQgWQi8Mcff/gtkGTfXrx4sV111VU2bNiwZEKgvorAfiOAUMwtyG+99ZZt3LjRhWKOQRUREIH4JUAU6Q8//GDPPfecPf/887ZhwwYXA7t06WL16tWzcuXKeecio03jt7dqeVoEIseW16+++qqNGTPGpkyZYocddpjVr1/fE9hVr17dEk0khoeE4rRmhd4TAREQAREQAREQAREQgTgggFD8zDPP2MiRIz0LN4m0uLBVEQERiD4BhOKnn37a3njjDReTiCi++uqro79j7UEERCAqBCIFwo8//th/W8ePH+8e5Oeee65bUDRs2NDFwqg0QJXGFAH+xlq0aJEnLZ09e7bhUXzRRRd5AjuS1yWSL3EkeAnFkTT0WgREQAREQAREQAREQATiiAAXMc8++6wRUfzhhx8aQjFRUKGnXhx1RU0VgbgjgFDMQg1CMX7Fd955p4TiuBtFNVgE0iewatUq69evn02aNMl9yOvUqeO/sxdccIEnu0v/m/okEQi8+eabvljAc65cuYzFgrZt29qFF16YkJHE4ZhJKA5J6FkEREAEREAEREAEREAE4owAQvHw4cPdo3jevHl2xRVX+P8T8VbIOBsaNTcJCHBLOkIxCY64Vf2uu+6ya665Jgl6ri6KQPIQwJt2woQJNm7cONu1a5eddtppnsQM+4Gjjz46eUAkUU+3bt3qi+8jRoywt99+2/7++2+rVauWtW/f3lgsKF68uNOIjEBPJDwSihNpNNUXERABERABERABERCBpCKAUPzCCy+4UPzuu+/a5Zdf7hHG+fPnTyoO6qwI7A8CCMUkj3zttdeMBFh33323J5TcH23RPkVABKJHgKR2/fv3t+nTpxuJK7EdIJFZy5YtrWTJktHbsWrOcQKIv/jO4z/P31V//fWXEUHOWJPUkMjiRC8SihN9hNU/ERABERABERABERCBhCWAUIztxIsvvmhz5szxrOxDhw61gw8+OGH7rI6JQKwQQCjG+oVER2vWrHGhuFOnTrHSPLVDBEQgmwjs2LHDlixZYvgVE1lMxCnRxE2bNrVGjRpZ1apVs2lPqmZ/Evjmm2/8DhEW/95//30rVqyYRxBjN0FEcdGiRfdn83Js3xKKcwy1diQCIiACIiACIiACIiAC2UsAofill17yB7dHXnbZZX4rfOHChbN3R6pNBETgXwQQiocNG+ZC8erVq61v374mofhfmPSGCCQMARLccRcPvuRr1661ChUqWOPGja1du3ZWtmxZ426eZIg4TZgB/W9Hfv75Z1u5cqUvuJMQePny5Z6orkGDBh5FTERxgQIFfOtEtZuIHFMJxZE09FoEREAEREAEREAEREAE4ojAn3/+aaNHj/YHt8Rya+TgwYOTJuoljoZKTU1AAhs3bnSheMqUKUbSK4Tizp07J2BP1SUREAEIIBLiR87vLgnuFi1a5IIivrXYEpx33nmyooizqbJlyxaPHh45cqRbiyAaH3nkkf73VMOGDe0///mPLwDEWbey1FwJxVnCpy+LgAiIgAiIgAiIgAiIwP4jgFDMbbBctOKp16JFC3vyySetRIkS+69R2rMIJAkBhGKSSSIUc8syQnGXLl2SpPfqpggkL4Fly5a5qPjKK68Y/sW///671axZ071szzjjDDvppJOsSJEiyQsoDnrOHVlfffWVi8QzZsywmTNnuqXIySef7OPYrFkzq1y5clJFEofDJqE4JKFnERABERABERABERABEYgzAgjFEydOtDFjxvjt7yTXGTRokB1++OFx1hM1VwTijwBCMbcpT5482b7++mu75557JBTH3zCqxSKwTwSIPMXyicXal19+2aONsX1iwRaRsX79+pY7d+59qltfij6Bzz77zPM7sMj++eefW758+ax69ep29dVXe7JCoooPOOCA6DckBvcgoTgGB0VNEgEREAEREAEREAEREIGMEEAoJpoRoZjbYEms8/jjj7tXYrJe4GSEm7YRgewggFCMXynH3ooVK+zee++1a6+9NjuqVh0iIAJxQACfcuwnZs2aZdOmTXNvWyKJK1WqZOecc44nQOM1SdFU9j+B3377zZMSkqjuvffeswULFti2bdusdOnShh9xvXr17NRTT/XF9mT2mpZQvP/nqlogAiIgAiIgAiIgAiIgAvtEAKH49ddft7Fjx3pEE356AwcOdH+9ZL7I2SeY+pIIZJLApk2bXCgmqp/kR/fdd5917do1k7VocxEQgXgm8Pfff9uaNWv8rp7XXnvNheNff/3Vxcdzzz3XBUjExzJlyljevHmV7C6HB3vXrl3G30rYgyDqYzOBZQiLe0QRMzbnn3++tWrVyk444YQcbl1s7k5CcWyOi1olAiIgAiIgAiIgAiIgAnslwMXP1KlTXShGLL7wwgttwIABdvTRR1uePHn2+n1tIAIisO8EEIpJgDRhwgRbunSpC8XXXXfdvleob4qACMQlAX6LiVbFq/zVV1/1nAELFy70vlSsWNHwLSZa9eyzz5Y1VA6P8Lp16+yjjz7yqO/58+cb/tII+VhLsLhO5DcJ60qWLCmrkP+OjYTiHJ6k2p0IiIAIiIAIiIAIiIAIZBeBv/76y6Nj8Eh88cUXPeN6//79rUKFCh4pk137UT0iIAL/JoBQPGrUKBeK8bi8//77TULxvznpHRFIJgIkt8O7GCuKJUuW2JYtW9x6giRpZ555pkew8htNLgE8jVWynwBC8E8//WTffvutRxFjNTFv3jzDV/rQQw+1U045xU4//XQX7nldqFCh7G9EHNcooTiOB09NFwEREAEREAEREAERSG4CCMWzZ8+28ePH+y3wRMY89NBDdvzxx6dk6k5uQuq9CESPAEIxCzQkskIQQiju1q1b9HaomkVABOKCAELld9995wu5b775pnvhbt261dtepUoVT3R33nnnGa+LFi0aF32Kl0bCnkR177zzjj+wm+BcTcFmonHjxta8eXNDuMc25MADD0zapHXpjamE4vTI6H0REAEREAEREAEREAERiHECCMXvvvuuC8XDhw+3s846y8Wqk046yQ4++OAYb72aJwLxTQDx4aWXXvLj79NPP7UHHnjArr/++vjulFovAiKQLQQQIVetWuWLSCRN44GAiVcu4jBRxSS6Q7zEGxfLqFKlSmXLvpOtEiKFv/76a3988cUXRlQ3i3fYThAtfMwxx7goj8VE1apVjb+RcufOnWyYMtxfCcUZRqUNRUAEREAEREAEREAERCC2CCAUczslEY1Dhw612rVru08qF58FCxaMrcaqNSKQYAS4tXn06NGG9cvixYtdKL7hhhsSrJfqjgiIQFYJ/PDDD4ZnMXYU+OSS/HLHjh1uEVW5cmWrWbOm1apVy0XjsmXLesI7EtIiZhLxqvI/Art37zb+9sEXmrJ9+3b3IGbR/L333nMP4g0bNvhnCO/caUWyOhILli5d2t/XP3smIKF4z3z0qQiIgAiIgAiIgAiIgAjELAEulohSIpnW4MGDrUaNGta3b1+PnJH3YcwOmxqWIAQQiseMGePJJD/++GO3fZFQnCCDq26IQDYS4LcaSwTuQvjqq698YemDDz7wCOO1a9d68lkEYiJfiS5msZcHNlJa9P3nQCAMkzQQX3gitIkcJnKb6GHOyUWKFPG/gfh7iOhhIrfLlCnjUdyI7yp7JyCheO+MtIUIiIAIiIAIiIAIiIAIxCSBXbt2GQLVxIkT7YknnvDM3Xfeeac/c7GkIgIiED0CiBJjx471B9GC+IPfeOON0duhahYBEYh7AlhSrFy50pOshZYUq1ev9kRrCMr8dkeKxUcccYSVKFHCDjnkEBeNec6fP3/cc8hIB4gaRmDn8dtvv3liQNgtW7bMBWKe16xZ40J7sWLF3LoD72ES1RGlfeKJJyoiOyOgU20joTgVEP1XBERABERABERABERABOKFAEIx3qgIxQMHDjRuYb3jjjusevXqnmU9XvqhdopAPBLYvHmz204QVfzhhx+6UNy9e/d47IraLAIikIMEEIQRjLdt22bYUhAZ+/7777stxYoVK9yWguaQawCh+LjjjvPka4igiMjly5dPioS1RArjObx06VJnxDNJArds2WL8/XPQQQfZkUceadWqVXNxuE6dOs4rT548ljdvXrfwOOCAA3JwZBNjVxKKE2Mc1QsREAEREAEREAEREIEkJMCFErdfTpo0yR555BG/VfXWW291r0MikFREQASiRwChePz48e5TzG3k/fr1MwnF0eOtmkUgUQn8+OOPbkmBMIqtAvYUixYtMkRjyqGHHmolS5a0ww8/3MqVK2fYVGCnwO/8YYcd5rYKJMgjGpmI43gqO3fuNM6l4QN7jo0bN9r69es9WpiI4e+//97fIxEgVhz0G4EYWwlEdIRzHlh3qGSdgITirDNUDSIgAiIgAiIgAiIgAiKwXwggFJMUB6GY2965zfKWW24xomqUPX2/DIl2mkQEEDZIJPnSSy95JCBC8U033ZREBNRVERCB7CaA3cKcOXPc//zFF1/0xG2FChXyKOM//vjDSOZGxCxWCwijiKWIpEcddZQ/eM1nFKJp9/QIt/GNs+kf2kfhOa1H+Bn9JKIaERiBnAe2EgjlCOR4NxN1TcFbGCGcPp5yyikeQYz/8LHHHuviuG+kf7KNgITibEOpikRABERABERABERABEQgZwkgFH/99dc2efJku++++/yi6eabb7azzjpL2b1zdii0tyQkgFBMIkmE4vfee88efvhh69GjRxKSUJdFQASyiwDi6AMPPODe59gu8Hter149r54oW6KNsV/YsGGD/fLLLy4EE0mMmMyDiGJEVSKQIyOO2YYktzyIyuXBtlg0ZGfBVgM/4dBb+Oeff3b/5a1bt3rUMN7uRAzTfh5sh2DMdvSH72K5Qdux3UAcRvw++uijPZqafhBhTR/jLXo6OzlHsy4JxdGkq7pFQAREQAREQAREQAREIIoEuKAkCueVV16xu+++26OLEKrOPvtsvzU1irtW1SKQ9AQQionmHzVqlM2dO9f69+9vPXv2THouAiACIrBvBFj8xe+8T58+RoJM7gzq0KGDtWzZ0nLnzu3CKgnciLrlQQQuYuuOHTts+/btKQ/2TlQxoiqCKvYU/J/XodAaKRjj9ZsvXz6P3D3wwANdfA6fqSvS5zcySpi/QXjwHtHOiLyIvoi/oUCMnzDnSgRibCV4RjTmc9pNdDTCcIECBdxzmHYhDlesWDElYpqoaew2IttBu1SiQ0BCcXS4qlYREAEREAEREAEREAERiDoBLtDw75syZYonscOzD4/Uc8891yNxot4A7UAEkpgAAghC8ciRIyUUJ/E8UNdFILsITJ8+3S0n8D4navbyyy+3Zs2aWY0aNVyMxc8XywYeoTCLUIxg/O2337qNA9HGJMjjfYRZxFgK9g08EJzD1zwjCPNMZHH+/PldsOU1Am64bWhfgSDM3x1EDdMG2kP9eAfTHj5D7E79YHveCwvRzjwQwvFaxneZv1+IGuaBcE2baEP4oC0qOUNAQnHOcNZeREAEREAEREAEREAERCDbCXBRRhIchGKS2HHB1a1bN7vgggv8Yivbd6gKRUAEUgggFGP7glD8zjvveDK7Xr16pXyuFyIgAiKQEQKIqNwdNGjQIL9DiOjgunXr+u955cqV3SZiT/WsW7fOheHIqN0wepdoXqJ8ifblERl5jMgbis+0AUE4jCQOxeH09huKxvwdwoPtiUoOH0QIhw8ihnlgFRHaRhDlHEY681y8eHEXj7PbCiO99uv99AlIKE6fjT4RAREQAREQAREQAREQgZgmwMUZF4Ovvvqq4U3MxVaXLl2sUaNGnuAmphuvxolAnBNAKGaRZsSIETYnSD5FQkmSSaqIgAiIQGYIkGvgzTfftKFDh9qXX35pDRo0sNatW1uLFi08sjYzdaXeFjGYvxPCCOPQ+iG0fwg9gokK5hEpHhM1HArB1IsYTKQv0b1E+kZGIYdCMN7HeCUjCIeiMLYXCMGHH364i8ep26j/xxYBCcWxNR5qjQiIgAiIgAiIgAiIgAhkmAARPVzsvfbaa3bjjTf6RVnHjh2tadOmdtxxx2W4Hm0oAiKQeQIcewjFRBTPmjXL7r//frvtttsyX5G+IQIikLQEEGfHjRtnjz32mFtJHXPMMXb99ddb/fr1XVjNLjCRIjBRxGEkMZYRCMLYQ4SP0DoijBqmDbwOo4yJOg4tK0KLiFA8DgVkIotDIZnXRBezrUrsE5BQHPtjpBaKgAiIgAiIgAiIgAiIQJoEuHDjVtLXX3/dunbt6rd2XnXVVR6FdOKJJ6b5Hb0pAiKQPQTCRRoiit9++22799577fbbb8+eylWLCIhAwhPg93vBggX27LPPujcxIvGll15qnTp1cs/ehAegDsYkAQnFMTksapQIiIAIiIAIiIAIiIAI7J0AQjHRQG+88YZfWBK9065dO2vVqpVVqlRp7xVoCxEQgX0mgFDMIg0RxTNmzLC+ffvanXfeuc/16YsiIALJRYAkdL1797aZM2d6xC7J69q0aeO/31g5qIjA/iAgoXh/UNc+RUAEREAEREAEREAERCAbCCAUUxCKO3To4LeFtm3b1jOlkwBHRQREIHoEEIrxFSWiePr06XbXXXe5UMwt2SoiIAIisCcC3333nVvX3H333X5nEFYTV155pZ133nme9G1P39VnIhBNAhKKo0lXdYuACIiACIiACIiACIhADhBApEIgxleQaOL27dtb1apVc2DP2oUIJC+Bn3/+2d566y0XiqdOnWp33HGHP/DoVBEBERCB9AjgBfzUU0/5uWPx4sVWrVo19yU+++yzrVy5cul9Te+LQI4QkFCcI5i1ExEQAREQAREQAREQARGIHoE5c+a4QLx9+3Zr2bKlXX311XbaaadFb4eqWQREwBCKEYhfeOEFfyaRHR7FJG1SEQEREIG0CGzZssU++OADGzBggM2fP9/wJW7WrJkv8CIS646EtKjpvZwkIKE4J2lrXyIgAiIgAiIgAiIgAiIQBQLz5s2z5s2b26+//mqXXHKJde7c2WrWrBmFPalKERCBkABC8bRp0zwqEAsKvEb79Omj28ZDQHoWARH4F4FZs2bZSy+9ZK+99pp/hm0UQnH16tX/ta3eEIH9QUBC8f6grn2KgAiIgAiIgAiIgAiIQDYSWLhwoTVu3NiIVGratKldd911dvrpp2fjHlSVCIhAagIIxSSxI6IYn/BevXrZrbfeaoULF3a/8NTb6/8iIALJS+DPP/+01atX25AhQ+y5556z/Pnz2znnnGM9e/a0U089VeeM5J0aMddzCcUxNyRqkAiIgAiIgAiIgAiIgAhkjsCiRYtcIN6wYYNdeOGFdsMNN9iZZ56ZuUq0tQiIQKYI/PLLLy4Uk8yO6MAePXq4UFykSBHdPp4pktpYBBKfACLxuHHj/PHpp5/aBRdcYG3atPG7gfLmzZv4ANTDuCEgoThuhkoNFQEREAEREAEREAEREIG0CZAMhyR2ZFGvW7euRyiRFEdFBEQgegQQit9++22PKH711Vete/fuLhQXK1ZMQnH0sKtmEYg7Art37zbOEddff73/ThNBfO2111qjRo3ssMMOs1y5csVdn9TgxCUgoThxx1Y9EwEREAEREAEREAERSBICRCe1a9fOvvnmG09ix+3v9evXT5Leq5sisH8IIBTjN4r1xJQpUzyS/5ZbbrESJUpI+Nk/Q6K9ikBMEiDp5ahRo2z06NFGwrq2bdtaixYtrHLlyjHZXjUquQlIKE7u8VfvRUAEREAEREAEREAEEoDAkiVLrGPHjvbFF1/YSSedZHfeeac1aNAgAXqmLohA7BIgeeTs2bNdKJ48ebJ169bNfYpLlSpluXPnjt2Gq2UiIAI5RmD9+vWe5JJzxB9//GFNmjTxaOKTTz7ZChYsmGPt0I5EIKMEJBRnlJS2EwEREAEREAEREAEREIEYJbB06VLr2rWrYUFx1FFH2T333OO3tMZoc9UsEUgIAgjF77zzjj3//PM2adIkF39uvvlmK1OmjOXJkych+qhOiIAI7DuB5cuX+90GTz/9tG3cuNEXcC+99FLPJXDIIYfse8X6pghEkYCE4ijCVdUiIAIiIAIiIAIiIAIikBMEuBi96aab7IMPPrDixYvbgw8+aM2aNcuJXWsfIpC0BBCK586d6xHFEyZMsM6dO7s/OLeWKzlV0k4LdVwEnADnB+wmSHa5bNkyq1ixotvTnHPOOVa2bFlREoGYJSChOGaHRg0TAREQAREQAREQAREQgYwRWLFihfXu3dujGw8++GB75JFHjKglFREQgegRQAh67733PKL45ZdfdvuXnj172pFHHimhOHrYVbMIxDyBLVu22Pvvv2+DBw+2adOmGcnrmjdvbldffbV7mMd8B9TApCYgoTiph1+dFwEREAEREAEREAERSAQCX3/9tfsSz5gxw7vz+OOPW+vWrROha+qDCMQsgW3btrlQTDK7cePGuQhEZH/58uUtX758MdtuNUwERCC6BLjT4Mknn7R3333Xdu/ebR06dHChuGrVqtHdsWoXgWwgIKE4GyCqChEQAREQAREQAREQARHYnwRWrlxp999/v7322mu2fft2e+qpp+yKK67IUJO4iD3ggAMytK02EgER+B8BhOJ58+Z5RPHYsWNdDOrevbtVqFDB8ufP/78N9UoERCApCPz111/23Xff2Ysvvui5AgoUKOB+xDfccIPVqlUrKRiok/FPQEJx/I+heiACIiACIiACIiACIpDkBH788Ufr16+fjR8/3hPmEOHYpk2bvVL5888/7eeff/bM64qA3CsubSAC/yCAUDx//nwXiseMGWPt2rUzhOJjjz3WEIhUREAEkosA54RHH33UsKIhyWz9+vWtffv2dvbZZ8tyIrmmQlz3VkJxXA+fGi8CIiACIiACIiACIpDIBIj25UHhedeuXfb333/7I3yNIEWinCFDhtgrr7xiiMYks7vmmmvst99+M8TgcNvwu3/88Yft3LnTyLperFgxf0goTuSZpL5FgwCiEAkkn3/+eRs9erS1bdvWk1WdcMIJdtBBB0Vjl6pTBEQgRgnwm8rCET7ln3zyiZ100kl+TmjVqpWVKlXKcuXKFaMtV7NE4J8EJBT/k4f+JwIiIAIiIAIiIAIiIAIxQ4DbWHfs2OFiLxehv//+u4u/CMC8xmaCbbCemD59un300Ue2adMmq1u3rifPQchi23D78DWJdqi3W7du1qNHDyMBnooIiEDmCHA8ffjhhy4Uc6s5UfzXX3+9C0Q6pjLHUluLQLwTePPNN/1cwIJt8eLFrVOnTtawYUOTL3G8j2zytV9CcfKNuXosAiIgAiIgAiIgAiIQJwQ2btxon376qa1YscIjhRGLIx+IvQjFmzdvttWrV9u6detcQC5RooQVLlw4ZVu248F3I8vtt99u9957b+Rbei0CIpBBAgjFCxYscHFo1KhRRuQgiy+VKlXyaP0MVqPNREAE4pgAv8EklB00aJBNmDDBe3LOOef4otGpp56quwvieGyTtekSipN15NVvERABERABERABERCBmCfAxSdJsiZNmmSLFy/OdHtJUscj0sKCSoh2rFixot14443uq5rpivUFERABj9Qnih/riREjRljLli3tuuuus8qVK0so1vwQgSQh8OWXX9rEiRNt5MiRfndPkyZN/FxANHHevHmThIK6mUgEJBQn0miqLyIgAiIgAiIgAiIgAglFYOvWrbZw4ULr37+/zZgxI9v6RsQx9hRXXnmlNWjQINvqVUUikEwEsH/5+OOP7bnnnjMSSDZv3tyFYm41L1iwYDKhUF9FICkJYONEFPHjjz/ud/0cd9xxdtNNN1m9evWsSJEiSclEnY5/AhKK438M1QMREAEREAEREAEREIEEJvDrr7/aPffcYwMGDEhJbJfV7pYvX95at25tRD5Vq1Ytq9Xp+yKQlAQQihctWuRCMVHFzZo1s2uvvdZOO+00K1SoUFIyUadFIFkI/PzzzzZ37lyPJEYsPvHEE91+Bm9iPIpVRCBeCUgojteRU7tFQAREQAREQAREQASShgDRikOGDLHPP//cSFCX1XLKKafYzTff7FHFZcuWzWp1+r4IJCUBhOJPPvnEhWKiihs3bmxdunSxGjVquEd4UkJRp0UgSQh89tln1qtXL3v//fd9Yejyyy/3hJZEFefLly9JKKibiUhAQnEijqr6JAIiIAIiIAIiIAIikFAE5s+f77e3jhs3ztauXZvlvtWpU8cee+wxQzDOkydPlutTBSKQjAQQikk2iUg8fPhwu/jii61z5852+umn26GHHpqMSNRnEUgKAsuXL7fJkyfbAw88YH/++ac1bdrU2rZta+eee658iZNiBiR2JyUUJ/b4qnciIAIiIAIiIAIiIAIJQGDDhg327rvvWt++fW3JkiVZ7lGjRo08+ZbErCyjVAVJTGD79u1GVCFC8bPPPmsXXnihcds5CzHyJ03iiaGuJzwB8gZw3JPIrmbNmta9e3erXbu2lS5dOuH7rg4mPgEJxYk/xuqhCIiACIiACIiACIhAAhBYsWKF9e7d29544w2PYNq9e3eme5UrVy6PdGzVqpUnyMufP3+m69AXREAE/p8AQjELNwhGQ4cOtQsuuMA6duxoZ511loRiTRIRSEACmzdvtvfee88effRR406fSpUqeTTxFVdcYWXKlLEDDzwwAXutLiUbAQnFyTbi6q8IiIAIiIAIiIAIiEBcEuA294ceesgtKL7++msXizPbEXwTq1SpYi1atHAv1QIFCmS2Cm0vAiLwXwIIxV988YULxc8884ydd955ds0119jZZ59tRYsWFScREIEEIzB9+nQ/3mfMmGG5c+f2OwhIClu1atUE66m6k8wEJBQn8+ir7yIgAiIgAiIgAiIgAnFDYOfOnfbWW2+5UDxx4kTbsWNHptt+8MEHG7YTl1xyifupKuFOphHqCyKQQoBjcOnSpe5P/PTTT1u9evVcKOa5WLFiKdvphQiIQHwT+OOPP2zZsmUuEo8YMcKT13Gcd+vWzSpXrqxI4vgeXrU+FQEJxamA6L8iIAIiIAIiIAIiIAIiEIsEdu3a5YnsSKBz77332k8//ZTpZhYuXNi6du3qt8pycUtElIoIiMC+EUAoRjwikd3gwYM9kviqq67yyOLDDjts3yrVt0RABGKOAHfxjBo1yl555RUjkV3Dhg2tTZs27kuuBdeYGy41KIsEJBRnEaC+LgIiIAIiIAIiIAIiIAI5SYCkdp07d/ZIxszulyhH7CsaN27sEY/yU8wsQW0vAv8jgFCMaIRQ/NRTT7k3cYcOHdyruHjx4v/bUK9EQATikgC5AH799VfPDXDzzTfb+vXrrXr16h5JzN052DcdcMABcdk3NVoE0iMgoTg9MnpfBERABERABERABERABGKQAEnt7rvvPps9e7Z9//33mWrh0UcfbaGXaqa+qI1FQAT+RQChmOMRoXjQoEF2xhlnWPv27e2iiy4yCcX/wqU3RCDuCPz99982adIkGz16tHE3T4UKFYzFIOybjj322LjrjxosAhkhIKE4I5S0jQiIgAiIgAiIgAiIgAjECIF169Z5dNOYMWPs7bffznCrsJkgEopb5E899dQMf08bioAIpE0A3/BQKH7iiSesdu3aduWVV/pt6SVKlEj7S3pXBEQgbgisWbPGevfuba+++qrh8d+0aVNPBFuxYkU76KCD4qYfaqgIZIaAhOLM0NK2IiACIiACIiACIiACIrCfCZBU57vvvrOHH37Yhg4d6q3h1ldukd1TKVeunCfbuu2224yLXBUREIGsEUAoxrt02LBh9vjjj1vNmjVdKMbapWTJklmrXN8WARHIcQL8joZWEl988YWNHz/enn32Wdu8ebNdeumlHklcv359icQ5PjLaYU4SkFCck7S1LxEQAREQAREQAREQARHIJgIDBgywvn37un9iRqqsUaOGNWnSxC6//HIrW7ZsRr6ibURABPZAAKF45cqVLhQPHDjQI/bbtWvnUYelSpXawzf1kQiIQCwT+OWXX2zEiBEuEnOMn3DCCdajRw/3IT/88MNjuelqmwhkmYCE4iwjVAUiIAIiIAIiIAIiIAIikPME3njjDY8onjdvnm3atGmvDUAkbtu2rdWtW9eKFi261+21gQiIwJ4JEN2/atUqF4offfRRq1atmh9jzZs3N4lJe2anT0UgVgn89NNPNmPGDPcenzVrlp122mkeSczvpxaAYnXU1K7sJCChODtpqi4REAEREAEREAEREAERyCECy5cvd69ibnvn9d5Kly5drGvXrnbMMcdY/vz597a5PhcBEdgLAYTib7/91oXiRx55xKpUqeIR+y1btpRQvBd2+lgEYpHAX3/9ZXPnznUrmQULFliePHmsY8eOxuLP8ccfH4tNVptEINsJSCjOdqSqUAREQAREQAREQAREQASiT+C3336zTz75xPr06WPvvPPOXnd4zz33WM+ePa1AgQJ73VYbiIAI7J3An3/+6X7heJjiGX7KKae4UNyqVSsrXbr03ivQFiIgAjFDgIUfFl3HjRtnLPwULFjQGjVqZN27d7dKlSrFTDvVEBGINgEJxdEmrPpFQAREQAREQAREQAREIEoENmzYYHfffbeNHTvWfv75Z/v777//tScS85BYC6H4mmuu+dfnekMERGDfCCAUr1271iOKH3zwQTv55JOtTZs2/ihTpsy+VapviYAI7BcC69atc4F4ypQp9sMPP9j5559vV199tdWpU8cKFSq0X9qknYrA/iAgoXh/UNc+RUAEREAEREAEREAERCAbCOzatct9iseMGWMLFy60HTt2/KvWwoULu4B18803W+PGjf/1ud4QARHYNwLcpv7jjz96wqv777/fTjzxRGvdurX7FCth5L4x1bdEYH8Q2Lx5s1tO9O7d27788kurWbOmkZjysssus0MPPXR/NEn7FIH9RkBC8X5Drx2LgAiIgAiIgAiIgAiIQNYIIBR/8MEHNnnyZI9qJKo4dSlXrpxHRnHRS2SUigiIQPYQQCjeuHGjL9YQsY+HKbYTHGscdyoiIAKxS2D37t3GHTcUooiHDBli06ZNc3/xG264wS644AJZTsTu8KllUSQgoTiKcFW1CIiACIiACIiACIiACESTABe6iMNc3N522222cuVKv/Dl/bBwOzzC1UUXXWQnnHBC+LaeRUAEskiAhZpNmza5UIwFzLHHHusRiB06dJBQnEW2+roI5AQB7GO++uorT143fvx4O+igg6xevXrWrVs3F4mV+DUnRkH7iDUCEopjbUTUHhEQAREQAREQAREQARHIJIGlS5f6he28efOMhDyRXsW1a9e2W265xWrUqGElSpTIZM3aXAREID0CCMVbtmxxofiOO+6wChUqWMuWLd3X9Igjjkjva3pfBEQgRgiQvG7kyJGGSLxmzRo/fi+99FKrX7++SSSOkUFSM3KcgITiHEeuHYqACIiACIiACIiACIhA9hIg8c6gQYPsjTfesCVLlvyj8gsvvNCefPJJO/roo//xvv4jAiKQNQIsyBDRzy3rffr08WMMobhjx4525JFHZq1yfVsERCCqBNavX28TJ070aOKffvrJPcaxnCCiWL7EUUWvymOcgITiGB8gNU8EREAEREAEREAEREAE9kbg119/tffee89GjRplJLaLLFdeeaUNHz7cDjzwwMi39VoERCCLBBCKOfYQirF+IYqYaMTOnTvbUUcdlcXa9XUREIFoESB53fTp023s2LHuT1ylShVr06aNXX755VayZMlo7Vb1ikBcEJBQHBfDpEaKgAiIgAiIgAiIgAiIwJ4JIFoNHDjQbSa4JT5v3rwe1XjVVVf5e3v+tj4VARHILAG8wH///Xd75pln/BgrW7astWjRwrp27SqhOLMwtb0I5BABklAuWLDAF3d4LlWqlLVv396uuOIK4xjOlStXDrVEuxGB2CQgoTg2x0WtEgEREAEREAEREAEREIF/EODidseOHbZz5073IcaLmAfJeBCsiBgeN26ci8W//PKL5cuXz4455hg755xzrGHDhlagQAH/LpWyLdneeeaiOHfu3P6cJ08ef80zD8RmHtTFQ56N/xgS/SfJCXDccTwiFPfs2dNKly5tzZs3d79wWb0k+eRQ92OWwMcff5xiOUEjW7Vq5SLxmWeeGbNtVsNEICcJSCjOSdralwiIgAiIgAiIgAiIgAjsA4HffvvN1q1bZ5s2bTK8FLltduvWrf7g1vdt27Z5ZOO3337rGdw3bNhgCMtFixZ1r8VDDjnERWGELQRixOFQDEYARkQm2/vBBx9sbFuwYEErVKiQf7dIkSJez2GHHea35FInwrKKCIiA+WINQvFNN93kkYmXXHKJ4XNavnx54REBEYgxAiyuPvTQQ27HxO/kGWecYT169LBq1aoZv3EqIiACZhKKNQtEQAREQAREQAREQAREYD8T4Pb1SBE4FIMRhLds2eIJs4gSRhBGNGZ7Htu3b/9HlDHiMLYTRDlSEIGJCEYYRiAOC4IxhefwEQrIbE/kMOJxpIAcisgIyIjFoYDMax7FihWz4sWL+3O4Hz2LQKIT4HhDKEYcZv4jFHfv3t2j+RO97+qfCMQ6gXBxlHbyGztz5kxPXoflxOmnn27NmjXziGLsJ1REQAT+n4CEYs0EERABERABERABERABEcgBAlywIiqFYi7PlJ9//tlWrlxpq1evNiKC16xZY99//739+OOPHkW8cePGlNZhFRHaRYTPocDL/xF2EYe5IKZ+kmuRvZ3o4VAoxsuYdmBZwQM7i/BBtBWf0dZwu/CZ98NCxDHRV1xclylTxsqVK+f7OipI4MUt93yGsBxaWoT2FrRRRQQSjcDTTz/tdhMsliA8EaFYoUKFROum+iMCcU1g2rRp9uSTT9rcuXP9t7Jbt27WqFEjq1SpUlz3S40XgewmIKE4u4mqPhEQAREQAREQAREQARFIgwBCKwLwV199ZatWrfIHr9euXetiMRYSRAnzjMiL6IsNROHChT1KFxEqjORF/OV9BFseiLJYR/CaaOLhw4e76HzdddfZ8ccf75HHYZMQgSkIwJEP9sl3aQORy7SDKGYsLohq5hFGOofv8TkiMG2lDeHj8MMPN0Rjbr/ngXh87LHHevvCduhZBBKFwNChQ+3aa6/1KPumTZtar169JBQnyuCqH3FPgAXQxYsX28iRI/3BQmb9+vWtc+fOVrlyZV98jftOqgMikI0EJBRnI0xVJQIiIAIiIAIiIAIiIAIQQIxFbCVaGDEVkfW7775LEYeJICZyeP369R7NG/oDI/TyGhG4RIkS7gnMMxe2oUjMZwjFWEAgJPNArI0sL7zwgn399dcuWLFdZguWFqFYTB9CP+RQLMbbkbbz4DO25UFfEZiJJMaaAsH4yCOP9NvwjzvuOBfPwrbTLvqC1YWKCMQzgWHDhrnoxHxu0qSJ9e7d2ypWrBjPXVLbRSBhCHz55Zf23HPP2RtvvOG/wSzmtG3b1s466ywlaE2YUVZHspOAhOLspKm6REAEREAEREAEREAERCAgQOTt8uXLbdGiRf744osv3FoCoTW0dsAKgqhbBCUibiMfCKxE54aWEWyLbUPkM68jH5Hg582b5wnvSNSDeJXZgtAdPog6Tv2a9yj0BbEY2wweREojgn/zzTce0Rz2FyEb32NEYm7zrVq1qkdykUBISb8yOzraPtYIIEJ16tTJF20aN25st912m0fQx1o71R4RSDYCP/zwg7311lt29913uyVT7dq13U+8YcOGyYZC/RWBDBOQUJxhVNpQBERABERABERABERABNImgG1DGCWMWEoEExG9eA7jNUy0LZHCRAbj6Vu2bFl/Ll26tEcOh0ngsJdgGwTirBQifrGRKFmyZI5E7BJ1jDjOA39k9r9u3Tq32sBag4t1HnyOaEx0NMI4Pq5YUvCayGOe6b+KCMQTgREjRtjVV1/tFiwIxbfffrsRQa8iAiKw/whgozR27FgbN26czZ49222YOnbsaByj+OpTWARlwVVFBETgfwQkFP+PhV6JgAiIgAiIgAiIgAiIQIYIcHFJVC0RtTzwGp4zZ47Nnz/fvRARi/FFJAoYCwYuSk855RR/nHjiiR5Vi1ic6IWIYgR0Iqo///zzlAfiMfy4QMc6A59IMtAT7QUfIqqJQKYoAV6iz5L479+oUaOsQ4cOnkiS5Fh33XWXhOL4H1b1II4J8PvLgi3R/W+++aYvzrZo0cK6du3qv8fYI6mIgAikTUBCcdpc9K4IiIAIiIAIiIAIiIAIpEsAcfizzz6zBQsW2MKFC91mAvGTKFoEUKJjiSg86aST7IQTTrCjAosJBGN8eUNv3tS+wunuLM4/IKor9GrGz5jIYoR0xOOlS5d65DXbIAzjx0yEMZYUPLCpOOKII+KcgJqf6AReeukla9++vd8JcPHFF1vfvn09ejHR+63+iUAsEYiMDv70008Nr34S2OGbz0JOs7R/zfsAAEAASURBVGbN3Jc4X758sdRstUUEYo6AhOKYGxI1SAREQAREQAREQAREIBYJYC9BhCxiMB68H374oUcQ40PMhSh2ClhIIAqHHrwnn3yyexBn1UoiFnlkpU2bN292oZ2LeQT3ZcuWuXi8ceNGF9sQhxGKa9Wq5SxhisCOb7MijLNCXt+NBoExY8a4UMzcvPDCC+3ee+/1BaJo7Et1ioAI7JkASVWff/55e+qpp3xhkt/hW265xfDsl7XRntnpUxGAgIRizQMREAEREAEREAEREAERyAAB/IanT59uU6dOtblz56b47XLhSeQwF6Fnnnmmv86bN68LngjEYUK6DOwiaTYh6hoPZSKzd+zY4SIxgjFJ+BDgiTamIL7DFluK+vXrW5UqVfy9pAGljsYFAXxQr7rqKr+b4Pzzz7cHHnjALVTiovFqpAgkEAF88KdMmeKRxPxO16lTx5o3b26XXnqplSpVKoF6qq6IQPQISCiOHlvVLAIiIAIiIAIiIAIiEOcEsERYvny5R70SOfzRRx/ZihUrDAsFol6JVMJfF19dLBN4Dr1147zrOdp8hOPvv//evZ6XLFniPs9EGa9Zs8aIDiPJX40aNax69er2n//8x2098DFWdHGODpN2lg6B8ePH2zXXXOOLHyxoPPTQQ77Akc7melsERCAKBLZv3+6LuI899pj/hpBAluMSoZjEqUpaFwXoqjIhCUgoTshhVadEQAREQAREQAREQAT2lUCkzyEexJMmTfIHCesoJUuWdDuEs88+2yOITz31VInD+wo7je8RZbxp0ya39Zg2bZonIkIwppQuXdoFY7LWE8FdpkwZTyCWRjV6SwRyjMDLL79snTp1MhaWzjnnHHv44Yd9ESnHGqAdiUCSEyB5HQu5EyZMsKefftpzAuBJ3LFjR08im+R41H0RyBQBCcWZwqWNRUAEREAEREAEREAEEp1A6J/LbatYIRDhyntEtSJO1qxZ0y0QypUr557EhxxySKIj2S/9QyzG7oPM9URzz58/36O5iTAmmpvI4vPOO8+TE5UvX36/tFE7FQEIIE516dLFvcrPOussGzBggIRiTQ0RyEECJEjt16+fvf766/bbb7/ZRRddZJ07d/bfarztVURABDJOQEJxxllpSxEQAREQAREQAREQgQQmQLK6H374waOSZsyY4RecP/74oxUsWNATU9WuXdt9ckmyhmisknMEVq5caUQXMy6I9+vXrzd8oBHlGjVq5KJAiRIlPLo4d+7cOdcw7UkEAgLcdXDttdd6sksWkwYOHGiVKlUSGxEQgRwggG3RrFmz7M477/TFRe726dChg7Vq1cpy5cqVAy3QLkQgsQhIKE6s8VRvREAEREAEREAEREAE9pEAt61OnDjRrQ6WLl1qCMfYSlx88cVGgiqSquXLl89tJnTxuY+Q9/FrjMW2bdvcs3jx4sX22muveYQxUcfFixd37+KmTZv6bf/YUaiIQE4SmDx5snXr1s02btxotWrVsieeeEK3u+fkAGhfSU1gzJgxNnjwYMMq6sgjj7QePXpYvXr13Jc4qcGo8yKwjwQkFO8jOH1NBERABERABERABEQg/gkgQK5bt84+//xze+ONN2zmzJn23XffWaFChVx8PPPMM92HuEqVKopMipHhZrwWLlxo7777rs2ZM8eTDe7cudMFOgT9unXrelLBwoULx0iL1YxEJzBlyhS7/vrrjTsQSLr45JNP+iJTovdb/ROB/UmA8z6/3SzMkFCSBKcNGjRwG5jjjz/edHfJ/hwd7TueCUgojufRU9tFQAREQAREQAREQAT2mQAiMbesTp061V544QX75JNPPIq4cuXKbmXAbat432JxoBJ7BH766Se3oyCRGEIdSQiLFi1ql112mYXRxQceeGDsNVwtSjgCr776qt14441+PsE7m+hGziMqIiAC0SOwbNkyGzJkiFu/sEjTrl07a9mypdWpU8cKFCgQvR2rZhFIcAISihN8gNU9ERABERABERABERCBfxMgIRoWBoiM+N6uWLHCSpUq5Z63F1xwgSesq1ChgiKS/o0upt5BHGAcSTz41ltveeI7/KOJ6mzSpIl7ShNlpiIC0SSAFcpNN91kq1evtqpVq9ozzzzjSbSiuU/VLQLJTIBEp1i+DBo0yPg9P+WUU6xr16527rnn+h1BycxGfReBrBKQUJxVgvq+CIiACIiACIiACIhAXBEgI/oHH3zgPrcjRoywrVu3+oUlwmLr1q3dakLRSHE1pB7JSUKxV155xT788EMjkrh69erWvn17F4zJen/AAQfEV6fU2rgh8Prrr1vPnj3tm2++ccuJoUOHumAcNx1QQ0UgjghwNwnnehZ6sYsiiv+KK66wSy65xEqWLBlHPVFTRSA2CUgojs1xUatEQAREQAREQAREQASyiQCWBKFIyAXm22+/baNHj7bZs2cbojERgG3btrXatWtbxYoVrWDBgtm0Z1WTUwSwEWEs8avERoQxxlaEBIQNGzb0W5KPOeaYnGqO9pNkBN58803r1auXR7Qz54YPH27VqlVLMgrqrghEn8Cvv/7qi4H33HOPLVq0yMqVK2dXX321dejQwYoUKRL9BmgPIpAEBCQUJ8Egq4siIAIiIAIiIAIiIAJmGzdutFmzZnnSm3feece2bdvmVhONGjVyMfGII45IwRQpLqe8qRdxQYAIMzyLSU5I4juEBESECy+80I477jh5TsfFKMZXI7E96d27t33xxRd2wgkn+GKFhOL4GkO1NvYJ/P33324zxN0jLAiSrI5FXqKJw+NNv92xP45qYewTkFAc+2OkFoqACIiACIiACIiACGSRAB6GEyZMcJGYaFOihs866yxPQIWfbZ48eSxXrlxZ3Iu+HisEli5dahMnTvTxJsq4bNmynuCue/fudvTRR8dKM9WOBCEwbdo0u/XWW+2zzz6zY4891kaOHOm3wydI99QNEYgJAhs2bLCHH37YReI///zT6tWr55Yv+BMfcsghMdFGNUIEEoGAhOJEGEX1QQREQAREQAREQAREIF0CP/zwg82ZM8eee+45T3yGINy0aVPPjo6PrS4w00UXVx9ERpLt2rXLli1b5j6W+MdyizLJCi+//HIf+9NOOy2u+qbGxjaB6dOnW58+fXyekQTzxRdfNM2x2B4ztS72CUSe00lc+uqrr9pTTz1lS5Ys8aR1LVu2tGbNmlnRokVjvzNqoQjEEQEJxXE0WGqqCIiACIiACIiACIhA5gj8/vvvKUlvuD0cUbhBgwZ23XXXGZHEKolN4KuvvjLG/ZlnnnHhuEyZMnbVVVdZ586dPekRSe9URCCrBGbMmGF33HGHLViwwCPWx4wZ48kUs1qvvi8CIvD/BKZOnerRxPPnz7fChQu7J3jjxo2tfPnyKTkIxEoERCB7CEgozh6OqkUEREAEREAEREAERCDGCJC47v3337chQ4a4ryEiMX7EiMT4iOJvqJLYBIhIW7VqlU2ePNl9i999911PWHjppZdax44dLfSljoxcS2wi6l00CGBnc9ddd9m8efN8To0bN04LUdEArTqTjgAWE/yOE6VPEtrSpUu73zy+85UrV046HuqwCOQEAQnFOUFZ+xABERABERABERABEchRAlxckriOC0uSmu3YscOaN29ubdq0sfr163tbJA7m6JDs152tWLHCheKhQ4fa999/71FovXr1siZNmnh02n5tnHYe9wQ41/Tt29dYiCBq/eWXX7aaNWvGfb/UARHY3wTwm2exFx9wbKSwmrjyyit9IaZAgQL7u3navwgkJAEJxQk5rOqUCIiACIiACIiACCQvAUTh5cuX27Bhw/yBvQBJbxByqlatmrxgkrzniMVEeiLikeCubt26dtlll7lv8UEHHZTkdNT9rBDAA/2ee+6x2bNn2+GHH26TJk2SUJwVoPquCAQEvv76a7cOIoHd1q1b/ZzdqVMnu/jii8VHBEQgigQkFEcRrqoWAREQAREQAREQARHIeQIrV670xHWIglxoEkHcrl07j0RSBFLOj0es7PGvv/5yn+IXXnjBBePt27dbrVq1rGfPnp547OCDD46VpqodcUbgnXfesfvvv99mzpxpJUqUcKH49NNPj7NeqLkiEDsEtmzZYiNHjrTx48d7EtpTTjnFunTpYuedd54vxtBS3RUUO+OlliQWAQnFiTWe6o0IiIAIiIAIiIAIJC0BLhp37txpJL255ZZbjAjSsmXLepKp1q1bG0LgAQcckLR81PH/J4CoN2LECBfziDbH67Jp06ZWu3ZtIRKBfSKA5cSDDz7ot8cXK1bMJk6caGecccY+1aUviUCyE/jll1/s008/9d9uztcVK1Z02yjyC3B8qYiACESXgITi6PJV7SIgAiIgAiIgAiIgAjlI4K233nJfYhLflCtXztq2bWstW7Y0opFURAACWJMsXrzYrUhIQkYEaPv27a1Hjx5WpEgRQRKBTBN47733jNvjOf8ceuihHgV59tlnZ7oefUEERMDsgw8+sGeffdaTkP7xxx/WuXNnX8zD9ztXrlxCJAIiEGUCEoqjDFjVi4AIiIAIiIAIiIAI5AyBdevWuViDP+iGDRusUaNGLv6ddNJJJg/anBmDeNrLI4884h7WX375pdWpU8eF42rVqim5XTwNYoy0dd68eTZgwABPnFmwYEFfrAqTZsZIE9UMEYh5AtwVtHHjRnv++eftiSeesN9//91tgbAHwiaIY0tFBEQg+gQkFEefsfYgAiIgAiIgAiIgAiIQZQI//vijvf/++3779xdffOE2Apdffrnfrpo3b94o713VxxuBv//+25YsWWITJkywfv36+ULCpZdeatdee61Vrlw53rqj9u5nAkRADhw40F5//XXDB33UqFHWoEGD/dwq7V4E4ovA5s2b7aWXXjLuCFqwYIGde+651qpVK7vooousZMmS8dUZtVYE4piAhOI4Hjw1XQREQAREQAREQARE4P8J4BFKFBKJb/Ai7t27t2dGx9tQRQRSEyBy7c8//7Q5c+bY3XffbZ9//rmVLl3aevXqZZdddpmLffKzTk1N/0+PAKIWEZBTpkwxFqZImNiwYcP0Ntf7IiACqQj8+uuvhh/xo48+6ot4hQsXto4dOxoLeEcccYThJ68iAiKQMwQkFOcMZ+1FBERABERABERABEQgigQGDx7s0cQ//PCD4Q3K/4899tgo7lFVJwKBtWvX+gLDuHHjXCy+6qqr3K+4SpUqsitJhAHOoT4sXLjQnnrqKfdUzZ07tw0fPtytb1hs0IJDDg2CdhO3BFi0mz17tt/hQTQ+vvEIxOQYUH6BuB1WNTyOCUgojuPBU9NFQAREQAREQAREINkJ4GG4YsUKv+2bW1bxI27RooWRHZ2kUipZI0DkbSILXSRKWrp0qT3++OMeBXrCCSe4XUmXLl2saNGiWYOnbycNgY8//tiefvppwx+dMnToUGvcuLEhGify8ZM0A6yORo3AX3/9ZfjEE0lMMkj+z7Fz/fXX23HHHecR+lHb+R4qph0UjuGMlkT/vcwoB22XPoF4mSMSitMfQ30iAiIgAiIgAiIgAiIQ4wS+++47t5sYOXKk4U3cqVMnw5u4atWqli9fvhhvffSaF1or7NixwxBDidjauXOnP+PPy228efLkSXnAKrwg3rZtm23fvt0OO+wwO+SQQ6LXyBiqmWjQO++80/tNRHr//v3txBNPjKEWqimxTGDx4sUuDr/88su2a9cuv6OhSZMmlj9/fgnFsTxwatt+J8BC77Rp01woXr16tfsRc2dH06ZNvW3RFtY4XsPfRn4rec1vIFYYhx9+uJUtW/YfjBCQ+Yy2slCNZRG/lUq09w9M+k9AgL+/mEvMYf7eYo7kypUrLthIKI6LYVIjRUAEREAEREAEREAE0iLw6aef2u233+63rSJq4hPKLavJXhB6EdGJll21apW/XrlypWHNwYXLQQcdZOXKlfMEQWXKlLEKFSr4ay5iZs2aZURIdu/e3erVq5cUKLntmSjQqVOnGt6YDz30kNWvX9+jihURmhRTIEud/OSTT9xuAo90hKZBgwYZQjHnJM2fLKHVlxOYAMcKi7xYRRFVTATxzTffbHXr1nUBNie6vmXLFvvqq69szZo19s033xjH8k8//WRFihSxli1bWrNmzf7RDATiuXPn2tixY10srlmzptvMNGrUSD7K/yCl//B3FPkzEIyPPPJIO//88+PmTiUJxZq/IiACIiACIiACIiACcUmAKI3Jkydbjx49bNOmTVarVi0X+IgmpkQ7EikWoRERhTDMBQpRjkRr/fLLLx7FgnjMBQvCFdEtiMVEF/N/xFGiXYgsJjHXt99+a0OGDPEL5VjsZ3a3CZFg+vTp1q9fP7/4v/HGG+2SSy6xGjVqSOjLbtgJWN9nn33m1iVjxozxqPSBAwd6RGShQoUkHiXgeKtLWSfw22+/2QcffOAiMZYtiMQsrpDArnz58lnfQQZrYEEV4ZffTBae+d3kt5L2YH/RoUOHf9S0aNEiw+Zq2LBh/tt69NFHW+fOnf3vkHiJFv1Hh/SfbCNAtDl5D1YHiwksOnz00Ud+pxs2Vvx92q5dO1+Qz7YdRrEiCcVRhKuqRUAEREAERCDZCPy9Y7v98c2XlqvIYZan9D9v10s2FupvdAlgpUCELFE9RH8SrYHlRKtWreyYY46J7s5juPbPP//cpkyZYtwCz0UvhYjhOnXq2PHHH+/Z40kUBD/EUbYngioUlLGkQDwuVqyYR9imjqaK4a5nqWnwIKrshhtusJkzZ3pE2xVXXOEXdjBREYE9EeA4IjJy9OjRflv6gAEDXPRCIND82RM5fZasBJYvX+4WP6+99ppt3rzZ8IVv3bq1Va5c2QoUKJBjWBD0sL7grhLEYhZJ2X+1atVcAOZvisjy4Ycf+rH+yiuv+B06iNpYZdxyyy1xYysQ2R+9zh4CWJhs2LDB/3548803/e6krVu3+pyoXbu2+27zNyp/f8VDSSih+PcP5tr6/nc494L1LrbDrr05S2Pwx3erbO2NV1qxDt2s0EXNs1TXtrkzbOPj93kdxbvdZofUPd9fr7+vl/2++EMrdF5jK9bppiztQ1/OWQIau5zlndG9bRn7vG19+QXLVehQKzd8sh2QDRd3f3y/2tbe0M6bUOaxFyxvuaMz2hxtl4MEdEzmIOw0dvX7og9sywtP2fYli83++j/2zgTOyun/49/2faE97dm3LIlQFFpIUalUkl3ir5StLCEiUpFCStkSsiSRkhIi8bMLbWra12mqadru/7y/ea47M/fOzJ25d+bO3O95ve7cO89znvOc8znP+jmf8/nu0xyFy5aXw3rdLBW7XWuKvCCY2aKcIYA34OzZs+W1117TSOmtWrXSFzXUxPEYxI4XbV64meaIisUjic93U3hbtmwpTZo0Ub9FFI5lypRRH1Wm3DLFlhdl1LRffvmlksf0DHkmTZoknTvn7Bk4Z72cu1vjO4mNyauvvqrXrGuuuUaGDx9uRF/udkO+3BsWL6gMOXYgBzhu8FitUqWKHT/5sket0tFEgEE5ZgONGTNG1bvcn1DlYnXETJfcTJ7fMKpinik+++wz9fU/++yztU7YTwQm7JsglBlQXLdunZx00knSvHlzadasWdTOdUh19tWoUaN8Y10QiFk8/EZpzjMUg87YqGBDlJiYqE3nWGKGkhHFeXQkHEjaISsuO1dkb4oULlNW6r3/pRQumf3RqE1jHpfEqS9L8YbHSJ1J03PUKgjn5O8Xahk1R0yQ0k1cPV1adXV72bv8TylzTkup8fg4XWZ/8gcC1nex2U9bJjyjZBW1azj3VynkptbmNO1evFDW9u+txdQc+bKUbnx2Tou07aOAgJ2TUQA1jCLXDeoruxbMCbpFubYdpdqgYUHX2UJDILsIYKdAALKpU6cqKcpL5kMPPaTETLx5gmKxwQvK/fffL1999ZVGjQdXXmDvuusugUTPTMXCyzHTf3m5wcYDawoUkt26dctuF+XL7caNGycTJ05Usr1Dhw76G1WoJUMgIwQgcpjdMHnyZB18eeyxx5QoJhiWKYozQs7WxRsCDE4yqPLOO+/IwoULdUr+9ddfL23atMn0PhVNrBhchbweP368KkMhfwmOGyzmAQPVWFQwKETQ0+rVq0dFBY1KlfvxjBkzdAYVg5fEE7AUewigSucDmY91CQPtHCMQxxDFzM4yojgP+23Do3dL0ifvaw2q3vOYUwJ3ylZtDjp/t5WXN5ODO7br9rWenyolTzglW2XtXbNKVnW7SLctWqOW1J06x6+sMmIjW5DGxEbWdzHRDekqYURxOkjiZoGdk3nX1dwzV1zSRHzOm+uwHjdIqVOaSMpfv8mWF54WOXhAK3bEc29IqZNPz7tK2p4LHAKoYQm2hooWX108ZSFF4zExFRa7iZdfflnWr1+vEFxyySX6gouaOG3U9mAY4a0H2Txq1Ch92eF/CNOrrroqWPYCu+zjjz/WwQeIDFRuw4YN06nQKLEtGQKhEEBBht0L5yDTjx955BElBrB9Md/SUKjZ8nhDAJKYwUy84CFmjzrqKL3HQIASPC4vE/WZPn26evNv2LBBzjvvPPVLDkYUMziLxzL3SRTQDKxGaoA6MLYCNhhcVyDUixcvLoMGDdIB4LzEyfYdHAFmdfFhUB5bNIQMBMdNSEjQwRBmZxlRHBy7XFm655cfJOGWQz4yJY5vJLVfeCtb+93x6XTZ+Mh/1hXl2l7u1FCPZ6uszeOeku1vjNdtD7+hvxzupuF6KZaJDRTa26dMkHJtOkjxOrlnKO9hk1ffWW13LPddXmEXC/s1ojgWeiFv6mDnZN7gzl73/PGLJNzYWaoNGSnlLrjYX5Ht774um0c+rP+XaXmx1HhopH+d/TAEcooAwUJ4ufz666/VS/DWW29Vf8OclpvftkfR9Pzzz6sSmIBaKJAITDd48GANwoPXcFYT5Dseqy+++KJQFt833HBDVjfP9/l4QcdCALIA32tUYnfccYcqsglYZMkQCIUAU+mnTZumgytMTR8yZIgSxXinG1EcCjVbHk8IEGgVaweIT/x9IVi5h19xxRU6GAcWgSRpbmPz22+/6YDr2LFjdbAH2ybuf9QvL9LOnTtVScwsF64pJ5xwgg5cHnfccXlRHdtnGAgwYP/MM8/oLC0GEQlkZ0RxGABGK+s/V10i+1Yu1eLrTPrQWUccHfauEm7pLnt++f6/7YqXkPrOyqJIufDUBKirVnRsLge3bREpXETqvTtfilaq4i83VokNLtLr7rlZdn89T2o88YKUOft8f50L8o9w2h2rfVeQ+ycrbTOiOCsoFcw8dk7mXb/6XOCrfWv+Seff7Tvg7oEdzpWDiduk+FHHSZ2Jh2b85F1Nbc8FBQGm8i1atEinhaLc4EUO5euFF15YUJqYpXbw4s3L7T333KMew2zEy/eJJ54oDzzwgKAqDidRHgT80KFD1WuVF53bbrstnCLyfV6Id8gMot0T1K93796CRyXe15YMgVAI4PMN+cW09dWrV6sNDJ6UBLoyojgUarY8XhDg3oI69sknn1R7lrJly+r9iQBwBFmNhXPECwQLMbtp0yZp0aKFEsWcx7mdsC4gbgB2NthhcF+/6KKLdKbC0UdnndvKS+I9tzGLpf0RKBhFMfcEAgUbURwjvbP97cmy+ZnHtDYVOvaQKv0fCKtme1f8Lat6tUu3TeXb75OKncObfrfz809k/QO3a1llml0kNR4bk6rcWCU2PHUYlY0nojicdsdq36U6wOLwHyOK47DT/22ynZOx2ferrr1M9v79h4sdUE4afLI4Nitptcp3CDAtdP78+Wo1geoGNTF+sqeeemq+a0tOKgxJDqk5evRo+eOPP7Qo1EZgAXGOd2K4CRIen1X8I/FnvOyyyyI2pTbcuuRV/m+++UbxI3hQu3btFAdIA0uGQCgEOBexwUGFz2DLvffeq8GLIHVigQQLVW9bbgjkBgKcE/jfY82Cn/ell14qV155pd6rIEFzK6HMJegY5yuqT54fsBWqXbu2pKSkKKmH4pkYCCiK8U4ORhQzoMiAEOQ31gINGzbUQHzB/MixomGmyo8//qj75HpQtGhRJX8JvMvMFWas1KlTRwPxQjJizwFezJhie2wnuJ9zP6pXr5564J5++uly1llnpbo/sy2zgSAn8Tb2rj3Uq1q1asL1CEulYFZKzEbCGmTNmjXaJtpHME68dRk0pf70I7iBT7ly5dQv+ZRTTpGaNWtm2IVsT52w96B8Zi/t2bNHKleurPYjWPRQBt/BMPQKZ9tffnGzGB3m2DzgFU3gXbbFxgQcqXNeJyOK87oHQuz/gPMVXnFZM5F9e/XFtN4HLqhdiZIhcqdfvGnUI5I47TVdUe7SLpL04SH7imL1jpS6r36UfoMMlqzpf40kL/5ac9R8cryUPqt5qtyxSmzs+f0nSbipi9Y1rojiMNodq32X6gCLw3+MKI7DTv+3yXZOxmbfL7+0qRzcvlXw6K/31mexWUmrVb5DgBdNvGTxOSxZsqTcd999qibmBSqeEmQ5AecIoMILFAnVEXYJZ5xxhoRjOxGIG8oqXgoh3mNF7RVYv2j/Rh1KED9eSHmpHjBggBIa0d6vlZ9/EYBA+eijj9QGhuMHpSQEE+cPpJAlQyBeEYCAZBCFAI8QpgR4vPPOO5X0hCTNiBiMFGYMgEKCLliwQFWeDKxCGrMMb2QIVL5R8uL5jxK3WbNmqYhiyE7IZIhS7AQgnL///nslP9u3b69qaY+Y9epN/rlz56qdETEAGHxETc01AV9jPgSnu/jii1XBDOH8+eefq08+wWVRNpPID7nLDIVSpUppgLSrr75aPZTBD69kCOU5c+Zo+5hpBJlLm6gDhDjPAzwXYKfRuHFjje2ArzJtJQ94QORy74dspm3HHHOMjBkzRsuHuF68eLH2IUQoJC8B/xiUJhAhZHawlJSUJCtWrFDym7bxm7omJiYKgWK5RkKC87yBL3SwmAr0H8QwBDptXLp0qT7zQIaDDdvQX5D7kOfUzUu0j77jO6fJ86EGc+93sDLBB9yIHWGK4mAI5eGyDc5fOMn5DJOqOm/h8s5jOCvp4J5kWelI5oO7ksSduVL/vQWybtCtsufnQyqoWmPfkJInZS0Yz941q10Qu0NTIItWqyl13QtyIXdQBaZYJTaMKM5cSR2rfRd4fMXjbyOK47HXD7XZzsnY6/v9Wza5e+q5WrEyZ7dwM1Sej71KWo3yJQLYTjCljymivGgynZWo0rx0xFPCSxc/xe+++05fomg7CmBsJ3j54oUyOwmVDi93vNCi9srohSg75cf6NqjEUKnzYk9gGvDs0aNHrFfb6peHCEAMELiI8xESicEFPCmxgTGiOA87xnadpwhAYHJeEByUWSqoPlGoMhDHuZEbCYKQQT/U/jw7oGS94IIL1A4AohZ1MMTjvHnzlAjFJgOlL4QjpCr1JTEAhIc/geVQJBPMDoIVchmv5ZEjR/oVvOSH5EUR/Oqrryrpioqa5xQIW+qAr/mkSZOUMGX2DjOB8CGGxKYukKoQswxCcS8HO+y1UN2yPXYGEKvcnxkoxvZmxowZwrXo8ssvV2999kX7IH5ZR1nMjqFN5IHcpb0Q6PQTA/DM2CJBonP/a9u2re6PMiD9aTeKXhLlY3HFcwd1SfsMBiEMUc51kW0hg/mgAAa3zz77TJXTEMGQxdxnCcCbdiYG5D3tg2inbyCwIc6pK+Qx92qeV1BZc92lDM/LmfpSD/aXk0EJjiMGAsCMdgZTZSso7o8RxR4SMfi9+8fvZO1tPbVmJU48VWqPezNLtdzx0TTZ+PggzVvmgkukxpCnZcesD2Tj0ENRtMu17iDV7huepbK2PD9Ctr3+ouY9/Prb5fCrb0m3XawSG0YUG1Gc7mDNJwuMKM4nHRWFasbq9TQKTc03RW6bMlG2jH1C63tYz5uk0k135Ju6W0VjGwFeoqZOnapqWl6eCObGy0eJEiViu+IRrh0voKiqeYHlxZHEdF4CsTGVNt4I3kjB63nM8uLMyy1KuHgK6hcpHOOpHIgTbGCeffZZJXpuv/129U5v1KiREcXxdCBYW/0IQKyhbMUaiXMDwpJ4Atg5cF4wGyg3EjOQUDSPGDFCiV3IVurQunVr3T1kL3ZDEMnYTkBaBiOKIZO55zKTB2W0p/aFbO7Tp488/fTTqYhi2s5gNiQ56l627d69u7/JEMUEnUXFy30bwhXFL4O0bOuRtzzvYPNwzjnnaL0hkyE/GSTnw30eUvmuu+5SYpkd8EwE+ewlysMOBxywarj22mv1OYGBYI8ohiRmPc8T3PdIENQQ+hDCEKTYV0D+MziNUpZtUTlDghPPAEW0lxhwZpYFmDKoDYnLACz4e/YQDB5Qb1TGJJTJYMFAAvujHgy8ocylf3iugeCGcEeZjioZD2fWebOqUBWDM6Qz7YMc5/hjAJhnxOw8F3Es82HQj2ODvuAYDpWMKA6FTIws/6dHW9m3arnWps4rM6R4/aMyrdlqF7U9xUVvJ9Uc/YqUPu1MObg3RVYSjGfnDqcyLu6C2i2QIuUrZlhW6iB2haXeNBfErnLVdNukJTZ87sK0c94nkjT7Q9mXsEoOJCVKsSPqaEC+MqefLWVbtk1XRrAFe127k2bPkL3L3Qm8YqkccHUv5lTNxWvVlXKXXuHadVaqzbY7q419q1f6l+3581dJ+fV/+j8qMKYMB6Zyl3SSki4wUXbStqmTZP+6BCl1yhlSslFjSZo1XSCm969PkP0b1kvhUqU16FEJV37JE09JV9dQ+wy3zZSTk3ZHq+9Cte9gyh7ZNmmsHEzeLRU6dM3S8UxZHt6VbuwvhUuXCVW8fznH7uZxT4q7MkuZcy+Q0o2b+tcF/ji4M0l2LZwnKc57NGXpEjmwdbNw/BZvcLRo3x17opRuckhJGLhd2t+7vvlCdrsP21Vof8juJG2ewP+5SG9/4yXZv2mDMHBT8riTAldLuETxfldv9k879i5bInv/We6OwTJS1J0rxes1lHIXtZOD7oa9tn9v3U/NkS87TM5Otc+s/LP9nVfdOe2CfWWxnV6Zu7/7SnZ99bkLhllYtA9LlvJW6Xek+oHCIt0XqSoa5j97V6+Q3Yu+dv3yu6T89Zv2N9ddgoEWP/p4KX16U72GcL3wUrTPyUhi7dWZ70iXu3vxQkn6+F13LC+TfRvWKWZYJ5U54xwp16q9FHIPtBmlXQvnyx53/d/z52/uHvKns24qJcWPPFZKHH2clD33QnftOTKjzf3rDrqHx1XdW7vr+lpdVssN2JZ0A7eWDIFIIMALDS9fTIXEHw9PXU89Eony80sZBJsbNGiQvjR6dUbZxHLUNZayhwBTcCHbvam/EAy84FoyBEIhAEmBOo5zD+sWSBOUbZAjpigOhZotL8gIoOKFeGQKPqQhxCx2Cdgs5FbCcgACF+UuZKkXEA6yNfAeCfnJ4DPPEihUSVgZMEDoeRRTFgOyEM8Qs5TJuQ6hCVHMfSLQegKiFxsoVMGoTyFF2b+XKIv9/e9//5O6desq+Ykql4SaF0spnnHAEAsJ8MPS5uSTT1YyG4IaIhVSEiL2kUce0e0gR1966SUlXL19YT3B4NXEiRN1EQpgbKsgoEm0jcEuCHOerSiP5HkUQ2KjYIYkJR91YlYXONBm6k37A8lTyN9bbrlFiXXU2RC3fAIHCGg7GHCvZYCWPuntAsgOHz5cSWpUwE899ZQqnTmGsLkg0Cxt9xJWGWDLB1KZ1KVLF72HQ2yDP2Q0qmT2nR2imDLBiL5GDU0AYeoZKhlRHAqZGFm+7c2XZctzj2ttKnS6Sqr0uy/Dmu3563dJuO6QRUWxWvWk7pRZ/vybRj8qie+8ov9XuvVeOaxrb/+6YD92zpsl6+//P10F2VZj2Nhg2SSQ2Kh8+2BZf99tjhT5PWheFpY5p6VUuXuoFD2sUtA8EHZbX3ledjmy2Q17BM2j5bjAetUfGS2FihRRkmJ528Yh8wZbUf2hUVkmrdNuv9p5H6c4YlhT4SLurDs0YpU2n/d/mfPbSNU7HwpJzmenzZQNOZOTdke677z2hvre7wiflV1acpWScs5KpZqzVMks6bTvju6G4zCu6o6b8u2uyGwTSZozQzY8NEDzVe73gFTslH6q5W7nu71h2L1yYOP6DMsrdWYzqXbPY0EHSbwNA3Gs8fg4b3HI772ObF11ZStdH8xWJhyieOfcj2XjiCFy0PmaZzVlhyiG3F59TQdHRLubV9FiUveNT6RYmsGXYPv3cfNnwGvNP1K4XAWp987nqcj+SPYD+490XwRrU2bLwCqRgKTPP+V85vdlmL3qoCecrdBl/jyB9Y/E9dRfsPsRaay9siNZLtZJGx6+U3YtmO0Vn+67yOFVpFKfgVK+zX+4eZnw9984zBFOX2bgI+yO30rX/59UvPL6dFZKXjne97bXXpQtL4zQf8OZ2eNtb9+GQEYIoC7h5YLvM888U6ZMmaIvWhltUxDXQWaiEgpMN954o6qJsvsyFFhWvP7Gg3LUqFFKHKBG4gWYF35LhkAoBJgSPc8p/zhuIC4gSFBPohAMJDVCbW/LDYGChACWABCpqEkh70477TTp37+/nHvuuan8Y6PZZkhUVMAPPvigXsvZV69evVTlC5maNkHs8iwBOYtiF2VqsGB2qIMhSCEzsZYIRRSThwFG1MeoeKkHatlAD16sMLCagKhmsBulLAlSlAFx6oNiFqsDCHbiMTCLykuQlyibIZWZ+QKJC5EMaYy9RmCCKGYgi8S6CRMmpHpuoizIdGZFYPNAQiH88MMP674hib3kWWpASFN3rCJ4JoMQJqHeZeDs/vvvV1ssiFquh2ntRiDEIXJpJyplbDXwe+Y5BlzBjm0h7/FyRmkMCcz7Impmrq3co72+Iz+J2ALDhg1TOwsI6KFDhypR7BHjminMP+DD/iCf6VfaEyoZURwKmRhZfsAFz1nR0QWPc2RD4bLlRYPaFS8RsnYbnnxAkqZP1fWVbrlLDrvyOn/evSv+llW92un/xeo0kLqvf+xfF+xHYBC7jILBecRGCaeKRCF5YPNGLY76lnBqWoLwqSrMqRw94rd4w2Ok9oT3lORNu++V3S6S/WtW6eIih1eWkqc0cYrLkx25VNqpdn92KrP3lDQkw2E9bpRKNw8QlKqbnx2WqqgDW7f4yYZSZzaXYtVrplpf3gX5K3nMCamWZfWfVETxvxsVq9tQ1c6oJvcu/1v2rXVtCCC6ITeqORuQ0qc2Sbeb7LSZQnLa7kj3XbqGBVmwblBf1y9zDinb3/tCilQ4LEiu/xZte328bIFwc6nkyY2l1nOv/7cyxC+vfwo5VS3q+UAVsu+AUxuPfkwS30tdDorzEk6xj9oZZa6q7/8tn2MZkrrs+a2D7tHDkUGQ8Ini1EQhO8gKUUw9Nzw+WHbNnflfndy0HQaIUBEzi2CfO+f2r1/z3/p/f2WHKGbTnU4VvP6em7WUcm07OqI/9Tn3b/GpvnY4n/WNzm+dFGhfE41+YB+R7gvKDCcxg2L9QwMl+dsv/tvMEZMlGhylCu+DSTtk70o3Q8JdK0lpr9Ne/SN1PWUf0cI6GuXip++RxIXcvaNsizZS2F0jmFnD9f9g4jaaJGVatJUaD4/S394f1MPr7u3jx5blqJCL16nvZgrsdYMcf8n+jeu87O7ecoYcMXKSFHJTsIIlBqn+ubK1+JJ3iRu6l1rPvyUljz85WFZbZghkC4Fp06Zp9HSmNTIFkJdRpiHGW3r00Uf1xTGw3bxgvfDCC4GL7HeYCEByoIJ78803lWjA3oOXVUuGQCgEOGYgK1AvQnww7RsiARWeEcWhULPlBREBiEvUm1w38Y496aSTVEkMUZmb6npU/thEcE4SmI19o0Zl4C9Y4rxl8BkClcBpePkGehR729A+lLcQxbQvFFGMlzHWEpCqkNaQwCh5u3btqqpUlm3btk19dvHQhYDEp5cEGY31Efcg6gRRjFcwA8PBZk8RWA+bC+w9UEt7/uhenbHXoO1YNJA8BTB9Q/1JKJyxneDeh3UFiRlbPG9hL+ElrDkgpLHSgIDlf7yMeQ4juB2JZzNIZL7r16+v5DPtD1Rxe+VhtTFz5kwlzKk7qmTIcEhkyHZiBKDiRhQAEQ3ZzEA4xC3fYAVZTJA7SHcS113IXPLTPoh08uTEngxyGvU0ZDNqc7AJlYwoDoVMDC1f92B/PxlUdbAjlYKoqKjuwd27ZIULYqcvtY6YqPfuF061e3iqlqzu081vx1DzmVeDkpZskCqIXdUaUvftuSGVVx6x4d+RU9gejlqrUy8ld73lu3/4RtYPuUMObtuiiyr3d0rPjumVnkqaupd5SODDet6oRLNXBt9MJ07o2901+KBAvtb/4MvA1f7f0fQo9hORbgo9CtcKHbtL8dr1/fvmB/0B4Yey0COMC1c8XAn6tLYfkWoz+w2n3ZHuO/afWWJKuWeBUKnPnXJY9+sz3OSf7m2cpcgKf546b86W4s7KJFTas+QXSbihs66u4I6vKu44C0xbJ4+TrS/9RzCVOa+VVLnjQSnqBiUC0+4fvpWNj93jn3KOirbOxPeDTln3cMxNonjTqKGSOO1Vf5UrXHalGzQZKIXLlPUv4wc2FNtefV6tYDhnSNklitl29c1dJeW3H9VGos5rM9Md9+Txks/tb9VVlyjJpwNdqIn/rV80+oH9RrovvLZk9XvDE/dJ0oy3D2XnWnjtbe5adkM6MpLzNGnOR2o9Ubb5Rf7ivfr7F+Tweko50cI60uViF5RwfSdtenFn21PzyfFqOeFhgQ1E4ntv6PHMLJdq9zzqrRLsZlZd0172rVx2aPsGx0jl/vdLaUcGe4mHox2ub7aMe8pZsSTq4ko3DdD7jJcn8HvDo3dL0ifv66KszOgJ3NZ+GwJZQYAXF6ZQ8nKBQokXFLz64i3h/YjCiGmlXmI6JKqhnChnvLLi9RvS77nnnlOVE4o0lNtM+bVkCIRCAKIHQohp0qgE8QBF+QahYERxKNRseUFEAMKOwUoUpQQPg7DDVzbQliA32k3wNSwNULpCEhLH4LrrrpO+ffsG3T02CFgqUPfNmzdrQLScEMV4+L788stqicB9BL9fgrCBA9cFBrlR7HJ9gDCGhPQCpKUlivEIhijG8iAYUYxXLwH2IE7Jy8A55DDXIkhkfJAhtT0vYPbPfQ2y01NXhyKKUTTXq1fPjxkEN0Q6uEKEo+zFogIl9vnnn6/5eD5D0Uu72Qc2F5DSwRLvGMzioc2olrHZgNyF9IVoRuEM8dq4cWNVLqPI9ohiykPRjEUF12Bw5H/IZBTY9Dl1456OSjwnwezYF/tlwAHivkKFCiwKmgoCUYxsu0CnXd8v9P197tH6Wd3nypBt3f7+FH++tfffHjRf4sx3/8vzYP+geVi4+fkR/nybJzwTMh8r/ul1qT/v0gtO9u1a9GXI/Ml//e7Pu6zdWUHzbX3tBV9Kwj9B13kL1z80wF/Ovq2bvcWpvpN/+9GfxykhU63L6T+rbrxCy064/epMi9r902Lf8g7n+uuy/tG7020TqTZTcDjtjnTfpWtYkAVu5My3snsbxWPFFS19Bw8cCJLr0KLknxf7cfPOgc0vjQ6ZnxXrh97l3ybln2Wp8qYs/9v3d4sTDq1vfpyP8yGjdCBph2/t4Fv95dHvwerr4bj27pszKs6/LmX1Sn+ZiTPf8y/3ftBGr72OHPMW+7+Tf/nB93ezYzTP0otOzfCc8zZKmjfLX+au777yFof9HXg9WvtA8OuMV+iOOR/59xl4HYlWP7DfSPeF15asfCf/9pO/vcsubuKjn8JNXv3p/0hcT6OFdTTK3fLyGD9+ac/dQBwP7Nrp4xOYtr7xkn/bf3q18x3YvStwdarfu77/xn/+/N3yJHe/WZVqPf8E9uWKzi3c/kKXl25jW2AIZBEB9/Lnc8FT8NjyOZWKz00tzOKWBSubewn1uemYPveiqViAh5ua6XPTPt1448GC1dhcbI2zEfA55ZbPqagU1yeffDIX9267yo8IOJWhz5FMPkfA+ByR4HOElO/TTz/1ORIlPzbH6mwIhI2AU5b6nM2Ez/nm+xyJ5nOEpc8RxD5nG+DC2OwLu7ycbjBv3jyf80TWejgy1OcU/j6eHUIlRxT7nM2Cz9kf+BxR6XOB1XxuUDpddkc6+pzK1+eIXr0/kNeppZ3uYn+qvE4R63P2Eb6ePXv63MCt/x7N9cERqj7uK25wyefIzVTb8Y8jfn3OM1nxc+Smz5Gd2hZnrZAub9oF7Nepo31Ojexzs458bvDY5xS2WgbPCHzcALvviy++8LlBZv/mjmz1OV9pn5sN4a+rI7V9jvD25+GHI4q1zk6prThRnlND++bOnevPR9ucH7CW4whenwvc51+X1R9uhoavX79+WrYj2bU/BgwY4GO/I0eO9LlBOf04hbjPWf743OCuz6mqfY5Y9jnS2ufIcZ9TWGd1dxHNxzPYnXfe6XOWHIoB+FNPjp38kgo8UazEWteL/C/BvKAHS/9c08GfZ9d3XwfL4juwJ9m3rPXph/I5wmz/ti3p8h10F8Hl7c8+lKf5sT4XSChdnsAFgcRGMNIrMC+/EwZe769nKJI37TZp/w8kBVJWr0i7Wv8PhzANWkAGC8MhiinGBVbytxkCaNeP32VQevBVWWkzW4bT7rzoO+q47e1X/HgkffnfBZl1gWn9Y/f683nEKaRNqBdHjiePCE7o1zuwKP3t9RtlbRqbtRemA8m7fRDa3v63vfNqunI9HHODKIaoXtmj7X/1mfZauvoEW8A1wWtDTohiyk74v17+svb8vSTY7rSPVl51ieZb1vo03/4dif580eoHdhDpvvBXOgs/Vl3X0Y/L9ulTs7BF+ixe/emrSFxPo4V1NMrdPO4pP34MpmQ17d+x3bf0wlMObeuIXzcjJtNNN44a6t8Xv9Omtff08a8PdT9Nu439bwiEiwCEDC99ToHjc9MRs/USEu4+YzE/L7G8cPJS7r0AuqmtPl54ncdhLFY5X9TJBbPzOU9iX506dXy8pPMSaskQyAgByBk3VVzPR65LkDOQRE7Vl9Fmts4QKDAIOJWpz/nk+pyaU+9HTtGphB2DKHmRZsyY4WvVqpUSltwjb775Zt/s2bNDVsUjil2wsogQxewIItYFffO5IG6pyGLIZaf69TmvYJ+z6EhHIAYjip2/si8zotj5o/seeughn1PvKuEN6euCvOkzgQt0639OgOSGiM0uUUxfQ3zSDo8odjYRfmydN7F/XxDFTh3sX5fVH05NrAPfzt9ZsaJMyG2IdQhgp/r2f7j+UifvA35OIa2kdlb3F8l8RhRHEs0olrX19fH+l9aNox9Nt6dU6qcuF4Qk0thw49MP+cuCfEybkj7/xL9+zV03pl2d7n+P2Fjdt0e6dcEWbP/gTX/5qG2zkxJnvO0vIz8QxbQxUOm6+YWnw252VtpModkhinOz76jjgZ1JfmInYcB1LEqXUPB55A/1AzM/0ekUgcHSlklj/XmSFsxJlWXf5o3+dSu6XqiDJqkyZPAPKnlv35CkaZN3DuQGUZyyarm/LswwCEWap61jJIniwGMsVJsDryOBKvBo9gNtjnRfpMUx1P/71q/19wuEcTDleahtA5d79Y/EORktrKNV7vYPpvoxZObFwTSqhkCcAn/vWvzfrJvMVO7edsl//ubfV9qZIaiRPcX+2gf6eZvYtyEQcQRQ6kHEOL85nwuS43NTK/PshSDijQujQBQ8vDzywukRxc4j0OcCw/hQxVrKHgIo1J3Xs+LqPBV9Y8eOzV5BtlXcIAB54aba+1q2bKkDWKgIGdAyojhuDoG4bijEHYQoM3ycdYDP2SOo6pNBt6y+b0UaQAZSnUetno/O0sDnAtP5nFdtyN2kJYqd1UO2FcWBbXaWCKpAdgEufc6Gwa+05Z7NbCBmITi7i1TK3bREsfMAVkVxKMIVwtdZfvhcwEAfKuBjjz1WZ10x64g+IDFLxntOyClRDDGbEVEcuC/ajHI6reI6ZEf8uwKiH0EAanBnLeZzNluqEs5su7TrwfLXX3/1OV9pnwuYl6OP87rWsiCpM0oFgSguRAPdAVOgk1P+ysrLnbG2C8RVuFwFqUeAroCgdhseu9cFeXtXMSC4G/6+oVLK0j9ltfNyJBU7oq7UmTJLvUq8/GvuuFaSv/tK/63++Dgp6wJ0ZZQ8T82s+rPu+uYLWXfnDVpk1fuflPKtDtUlo3146/ZvXK+B8dw0en/QPupf3AXwSpvC8epNu21m/3sexaVObypHjJqUWXZdv9d5Z6666mL9nVWsyBxOm8kfTrtzs++oW2DaNGKIJL4/RRfVmfLpoUCAARl2fDRNNj4+SJdUvXeYC2R3mqxygaVI5ZxPdzXn1x2YCKy1snMLDaZIYLq6zsu4UOHC/iy7F30pawccCu5Y6Za7XaDHa/3rsvJjVe/2LhjWn4LPdIMPF6baJFwc9yb849rSSsuoOii8YHY73bG//v7/O7TtPY9J+UsOebqmqlCQfwK9oXPiUewVve6ePrLrq7n6b60X3k4V5ItL8uprOihehUqXkXrOm7iIu26RotkPlB/pvqDMrKTd7pq51l07SXheV7jc+ahnI4Vb/4yup9HCOlrl7t+2Vf7peuEhn32HXYnjG0mlG/pJ6cZnZ4jk9mmvyeZRj/jzlDg2uH+YPwM/3DGa4jyRSUUqV5X67y3Q3/zZ4zy4E5wXN6nO5A+leIOj9bf9MQQijQBee04lo0Fn8M7Dq/eMM86IO19eN01Upk+fLq+99poGewFngsDgzeem3Ko/X6Sxj4fy3EueBq9zRLy46bMaQd4NTMRD062N2UQAf02n5tPgTniz4k9M0CrORae6y2aptpkhEPsI4FnrSD31qCV+AB6y3H86duyogdXyqgXUxVkgqEcv56AbxJHu3bvreYnXbNrE+YtHMYHcHBEqTu0rjlxWf+XAvHjhesHsnK2Gnt99+vTRIHn4DAdLYIRvLf7N48ePl99++03crB/NincxvsNO8at+zixM61FcuXJlvZbgle9I4HS74FmA4LbEbcCLl3z4pLtZMf7rz8CBA/2B/PBHxqMYD1+n2NXy8CjGU5hgdl5AXPyUiQHBc4WXHAmuQfMmTZqkwfXwKCYQH4H33Awnzfbggw+Ks/HQ3/gyOzWwBgd0am2vmEy/wcoNegseyQTMw6PZDYxLu3btMt2WDNSTunE/pwzaxv08WN9npUDK4zjCA/qiiy7S4HqhtjOP4oxo9Bhbt/a+//MroBJnfeCvHVO68bJUxeN5x/v2bcl8asSqGzr7y0KN5SWm7HrKyeWXN8uSostTwIVSFnple9+OqPbvI7Op1XvXrvYxHXnVzd2cZcZp/u28OvKdXxTFqOP+bnGitgErg1ApJ22mzEC1Z2bezNHsu1Dt85anLPvvONj47DBvsf+bPqd/8eD1/EZR0OqyCxv5l3kbJH020398oMBPmwKtO3Z9uyDt6kz/X//wQH/5KCoDU9g45sCjGK9f7/hP/v3nwGpk+DuSimJ2pOfxvz7JaRWZSV/M9tdx84up1fPR7AfqFem+oMyspG1vT/a3GR/n7Kaw65/B9TRaWEerXDBLmv+pm0nQyI8lx/rKnhf7mFERzK+bbTaOGJIqv3d+ZPnbWSwdCJhW6/fzdsstGQLRRIDplY888oh6D+LRi4LWU81Ec7+xVjYqIpQ6rVu39iuF8D9ETQQmOUl4q6IAClRG5aS8/LStC/ijFgJMeUUNhd+hJUMgIwQcsaNerJyLjojwde7cWad8m6I4I9RsXX5HAF9b/HCvuuoq9ZLF3xeLBxScee3PjfWLIxV9qIkdoefDUgIP4lAJT1s8fWkDs5XY1hGM6bJn1aOY+4gjU1OpYFHJ24W2AABAAElEQVSaYqngiFy1zfJ8fLE4AjfUxySuJ3gUYyXFOjyAsY5IqyjmHo2vsCN9fXXr1lX1LXZcweqNZy448AmlKKbfsuJRnJn1xPDhwxVD9uVIbp35lJHtB23Gx5o24yONXQk2E47c9rmBB60zGGDTkVnimjt//nyfC7SnWH/77bdq8YFNBnXB7zncD9u5AHY6y+j000/3vf766xlWg36+6667zKM4Q5RiZCW+ot6Lb+C05EC/VwJvZSUF2hhAQHspcHp/4HRxb32w77CJjUxIMvaRsvwvn3pE/ktEee3mG+KQQHjesvxCFNMuz7OVuqd9aYlEm9lHVIniLPQddchqWn1rD+3HZW0ap7KCIJCV17/rhw3yFxd43KYNROeRyASn2p+Y3lB//RP3+cvMioepf6f//ggMtLXrf4tSrY70OZBRMLv1Q+7wtyNYO1NVLOCfSBPFFL3WBcT0+mnXD9/697bqust1Oefq/u1b/cv5Ec1+oPxI9wVlZiUFkpV71yVkZZOgeSJZ/2hhHa1yPUAYRPKfz+5a6R1jDF5ue2tSOlsPBinJA8G849PpYX8ghgOvx1yLvX16g1Re3ezbEIgkAryAOVWOvtDx8kdwk7QvUJHcXyyX5dRDOqUUP128Ub0XQYLA8AIZrlcxL/cEr8Fv0ClwfBABged5LGMRqbrxsozPJi/xTD+GcLBkCGSEAIM2ixYt8uHLyjkIwQPpgU+mJUOgoCKAXQODtpCU2Cg4Jb1arsRCeyEICTLnZh3574t4BYcaVMZWAB9crJwgFQlmFyz4XVqimHYHC2YHWcnAUTDroiVLligpffLJJ/vr1r59ex/LSVxPnJLX51TZel8nMCB1T/ucw/Vl8uTJet2BUIYUv/LKK9VeIbAPIJSpo/d8QDA7NzMr1fNBqGB2aQPREcwuM6J44sSJOmDNMwn1ql+/vpL0bJc2UR4kMfdd7EEgtFeuXOlzqmufUzf7nCLZX283S0OJ91DPNUlJSTp4DkncpEkTDW6HNdmFF16oQUYhe8EyOx8sVbAAwdrj1VfTx10KbFcwopjnVAtmF4hSjPzmATcwqFbKymVaM9RW3kttVpWSvPwubXXqoe1QIbsgYAf3BwSxcwTtvvVrstTySBIb7HDn1/P83rS0CyXxxhEPOQL0J/W2JU8gYZifiGKv/yC6A1Ok2kyZ+YkoDlQBJ374n9KFQHPeMZ38838+1od8iw+pDRNu6+mHMPmv3/35A4llfwb3Y9Nzw/15kpf8GrgqS783PvOYf3vUtIEp0udARkTxxpGP+OuBz2pWUzSIYs69v5sfp/VBAU5Cxe71HbMB0qZo9gP7inRfpK1/qP+5RnnthmjMbopk/aOFdbTKTYsZ5/7au27y4+rhi3c+1wIv+bF39y2CT+Y04S/tDUaicLZkCEQLAdQ2kHeoiYkmDilKZPV4TLwA8sKHNyEvt96LoJsq6uvbt2+mwW/SYga5DJ5E6yaqeEJCQp5ErE9br9z6nxdWPLAh3nnpxqs4Xo+t3MK8IOwH4gLSDBUi5yDfqM6MKC4IvWttSIsA5B6qT2ftoCQgsy/wJ8aXG7/uWEhu+r8qepkV4t0XUdtOmDAhqIc/xC5EJSSi5x1MILi0KS1RDBF62223pfPgxWMXNSz3Uzx90ybqh29x+fLltX4MMnH/JTEAjOczxChkKwrnSy65xPfnn6nfo7nuoCamjR4pi+L184DAcpS3fPlyn7Pd8OOALzL3NZ4fvERZ7D9QUUy5y5Yd4s28fPR9MI/iefPmeVk0aCA+7RCrHvb4RaM0hgQOTBwvtBWVNZ7EqIYhykk820DMemVA+qOsxm84WPIG61BMDxkyRONX8LzIcfncc8+pwOCll17yhftBmMCHY4fZWh6hH6wOLEtLFFMfZ5HmV4yH2i6WljurwfhJW14Z539pZro+weC8l2dIyHDUEhufetC/7dZXX/D5p9s6cjZh4PVZBjWSxMa+TRtSWUysvf/2oC/++ZEoPrAn2R8gKTAgWiTbTKflJ6JYByc6nKvH4T/XdNBj7tCAxTm6bOWVrdMdh4FBAbHpIK1/7F7/sQxpHCxh1+KdK5lZngTbPqFf70Pbu4GVg+4FLDB550DCgKydNymZKLMzIooh1P9rx7uB1cjwdzSIYna4/vHB/vrsXDjft+qGTvo/6k7nrZ6uTtHsB3YW6b5I14AQC7a985ofB66l2U1e/bNs5ZPBsRQtrKNVbijMmGGwfribEeCsILxjn6CsXto27T/sk3/5wVuco+/Ej9/TfW0ePypH5djGhkBmCPz8888+50usL1CXXnqpBovJbJuCup4XoU8++USD16CY8V6qGjZsqNMvIT55KUVtE/hiCB78j8oHpRLBf+644w6dpsmLDaogyIC02xRUHHkXIJDdiy++qGRB7dq1fcOGDVNlU0Fts7UrMgh4arwOHTro+YcaEaWfEcWRwddKiS0EIPe4X3Ccc7856aSTVFkcSq2bF7Xn3MOmChsY757I/ZHnBe5tzJxZs2aNfiBIsaWAGIWUJT/X///7v/9TspL7gncuE8gMO6KmTZv6y4VcTZsgPyGBW7RoocrkYAQ66lmCtbE/SGEIRhKkLcHpIEUholmP+hiSEuIW9TN1hjAdOnSoWiVhO0U+yFnuW6znOYlBdVTfgYQ55Ou4ceP0uQFy1bOaojznL+1vF/v8/ff0/MD69euVoPYGp9knzyBeAq+XXSA954HsL4vAsAwmQOCCDc8lEPEMSF9++eU+VM4EwSMoKGQ0iYFqlNTOx9lfDoO4EPPM2ICchvBm3/SppyCHVF+wYIE+81AOzzj0NccngX7D/bCdty0DBRD5GSX6kUDDWFx4fUe7gw0YZFROXq6LK6JYo83/q+BbdnET39r7bvO/OG+ZPC6sfgiM+g7J7CfCHFGMx2hWUySJjc3Pj/C3h6ncoYjvcInipC/nZrU5Wcq36sYrtJ5pvVkz2hjfUj/J4dSpXopkmykzkCjOrN2R7DuvPeF+b5n4rB+X5J+/9yV9+Zn/fwYw0iYsDjwc2RZrA8/72VO1pt2G/wO9sfEbDifhA449Bvv9p1e7dJt60+SDEdvpMrsFOSGK8SX22r/23r7Big+6LFpE8b71ax3+J/jr5NVt03PB/Zei2Q80PNJ9ERTMIAsDz+9gSuogmwRdFMlzMlpYR6vcoIAELOT64PeqP/8Ev11NqmvCy2MCtsjZzx2zPww6UJmzUm1rQyA1AjysM1WTlywirBM1PJ4TUed5wbruuuv8L7q8oPAix4sq5CcvVLzAeN6RvIyi7iESPGoeFD+8kHXq1EnzUmY8JZ6d8XzGF5Hjihdrpv/GEvkRT/2Rn9qKLyaDLRAenHcu2JESFx65lJ/aYnU1BDJDAPU8NhOobyEAuX9ASsba8U59UD1zLUclzLmJ8paBUEhaFKLcG5mRE6hcJR8f/Iqxf3ABY5W0BBcGXbFECCRBu3Xr5lfBeti5wHLqLQw5zXq8nAMTA7fYRLAfCGU8bb17M/UG4wEDBqhlAnlQbVMX6oqfMaQqJCvPPqiWmV1FPohlBtHxjSYfsxsgvdmHR4JD7KJghjS/4YYbVHHMNQwC3JsVQVnEO4CwDvRap44Q8NwnPUw5DiCGA58ZuG+iKvb2SXlgz4e6MmuJenkE92mnnZZOCQ0h+8orr+iznkdK4wFPWfgGuwCF+qGePLtw33YB9XwuIGGqY5F7eyQ/gf0Y7DckPX1APflAGIMFx05+SYWoqKt83KR1g2+VXV/MTt3ewkWk3rvzpWilKqmXZ/Lf6hs6S8qSX1LlKlKpqtSb9rkUKlI01fJQ/6y6ur3sXf6nlDmnpdR4fFyobP7lexP+kVVXttL/qw56Qsq3vcy/bs2A6yR50Zcirj31Z3wjRcqV968L/LHjo3dk4+ODdVGdKbOkeK16gav1957ff5KEm7ro7+oPjZKyLdumy5PdBatduSmu/FKnN5UjRk3KtBjfgf2y+tqOihOZqw0ZKeUuuFi3i2SbKTCcdkey77Qx2fizf8smWdnpfBGHUbkL28nBlD2ya8EcdwwUdsf0F+mOaU73f7peKPvXJUjRmrWlfLvOsvXFkbrnQFzTVsVJiWR528bi25Osq2qOfkVKn3Zm2mxB/9/w5P2SNP0tXVeubUepNmhYqnwb3LGY5I5JcedMg09/kMLFS6Ran/afra88L1vHH6pz2nOAvFsmPCPbJj2nmzWc+6sUKlbMXwT4rGh3lr8d1Yc+K2XPO3Q++TMF+bF78UJZ27+3rqk58mUp3fjsILmyt2jT6Ecl8Z1X/BsXKlFS6r49V4oeVsm/zPsRzX5gH5HuC6/emX079bSsbH8I00IlS0nd1z6WotVqZLZZuvWRPCejhXW0yk0HRpAFm0Y+LInvvq5rar88XUoceYwc2LFdVlx2rrhwwiLFikudie9L8XoNg2xtiwyB2EMgMTFRo2oT2ZwI5U75o5G1iWodr8m9pIl7WRcXBEacmkajvTv1k0b5dp67Gpnc2SmIe0kT97Im7uVPnMpJ3AurEHm9QoUKmscRy+I8/cQRAHEHJZHbnf+gRo8n6r2brirO4kTxijswrMFZRsCp7sUNwsg999wjTiUnnENuqrc4ckDi+ZqUZQAtY75BgHuM8+4VR8ZpnR0xJ075qse8I/Nirh1OESvOVkKcilWclYG4AVKto4tvINwPue85glEckajPEs4rV387b1w54YQTxBGYct5554kjWsUFvJOFCxdqOeTzqDRHBIobJBKnMtb8TokrLnibOCJYy3S+x+IGYoX7MPvl+cUpmrUs9uvIWf2AJYll3JedglicElXcwLgud8SsuJlC4khtad68uTibCa2/I5Vl1KhR4tTBmo8/jryV448/XhwhK+yfe70bzJK5c+dqHue5q9tTL0dqigukJ46UFUdoi5shoXkc6SyOUBbn1S/OtkPYP/XmuQtMnTJX8/HHeQKLU5iLU/Nq/cjrFL/i1L7irDAUO2ft5M/v/QA78GU/4MD/XgIHRzgr3tyb2SfPOV6ifuQh0V6nWBZHpouz1lCcvHy58Q0u4O9mYemzF/XlvuAl+p3jgb5zJLc4Fb44axJvdcx9xx1RvPvbBbJ24PWpOqJMswulxmOHiKVUKzL5J9GRX5scCRaYDuvVRyrd0C9wUYa/I0ls/NO9jexbvUKK1T9K6r4yI+R+Ez94UzY99aCuzwpRXPXuoY5QvCJkeeGuCJco3jp5nGx9aZTupsSJp0qt596QQu6iQIpkmykvkCjOrN2R7Dv2nd207sF+smvux6k2L930PKk5/MVUy7x/tjoSdasjUwNTkcOruAGOeVKoaOgBju2OzNzsSE1SsSPqSu0J70rhMhm/QO5e/LUjWK/RbSAA67jjsliN1BfEbVMmyJaxwzXP4dffLodffYv+DvbHqSJlzW1XubvnAV0dLlHMRtvfniybn3lMty/syNg6E96TolWq6f+h/kSTKIYk/afLBX7yukLXa6TKrfeEqopEqx/YYaT7ImQjgqxYd99tsmv+p7qmjCPvazgSP9wU6XMyWlhHq9zM8Ep87w3Z9PRDmq2WI4RLHnWc/nazC2Tby2P0d4mjj5cj3DW2sDtfM0o8GCfNnCYHd++SildcnSrr9rcmycHkQw/hZS+4xA1G1k213v4xBCKFgPOw05eoN954Q19GnGJHHnjgAWnQoIE4BUukdpMvywEbXoqdoklcQBh9yeTlmJc0N6XT/3LLSxb/87LcqlUrfRmEIOalMh4T+Dh/RJk0aZKsWLFCnCJLnFor7o+neDwWwm0zZIWbbi1OFShOladEBURx7969jSgOF0zLH7MIMCjrvFrFzbTQQUkIPuezq8d7IMEXaw2g3tTZ2TCIC3LnJ4sh8iDrIIMhhhlA/eijj/Reyb2wcePGSrY65au42TfiVLM6EOs8f50uq7DeG3gm5vxnsBWi1AWy1G8IV6f+VaKTZxKnjlVS16lfxdkgiLOQ0H0zqMR1guVOXZsKOgZ8R44cqSSrs09QAhfi11ncKDFNvUnOM1ec1Y0SqS74nLaP/oDcdTOvxAXVU1LXzTrSfC5QrQ4KQ247Va5QtrOd0AEASGwGk2kTeECiU0enPtZ9MVAAoezUsfrsoAvdH/JDOLtZTUqYe88RYOUU2UpQQ9pzn/WePcAVcp0BNYjvUIn60XfvvfeePu/Rb9SNfVIedYSg9tqTF4PcDEJAoPPMxb0AHKknbfXqCMnPwDMDEG7WiQ4chGpzXi+PO6LYac6VlNm/Ya0f+xpPjpcyZ4U+MP0Z0/w46B64UWL5kncdWlOokNR96zMpVv2INDlD/xtJYmPNwBsk+dsvpFDJ0k6RNzOoIg818abRj/nrDFFcpFwF2f7WZDm8d1+/+nLPn79JwvUdteIVOvWUKv1SE+KhW5T5Go8oLla7vtQYNlaK120QdKMDSTtk87PDJOnjdw+tL1rskNqt/pH+/JFsM4WG0+5I9p2/Qdn4oeRp3+6ptqz+yDNS9vzWqZZ5/3Dsr7yipZsE8d9kgsOuuVUqXXublyXoN+fOmlt7yp5fvtf1RavVlKqDn5DSpzZJl98ZC8m218fLVkdAoXYmVb79PqnY2ZG8adLe5X/JqmucMh7y16mJIbhLn35WmlwikLXrBvcVnyOmvJQdoph2JDi8Un79nxZTuGx5V7fBUr6Nq0OQhIp/w9C7JOW3H3VtpBXFFLrSEcWovGl/PXcNyWh2Q7T6gXpEui8oM6sJdfyqHm3k4K6dukmpM5tLtXselaKVqwYtgpkGqHMLOwW2lyJ9TkYL62iUC9nr5lhJ+Q7dpPgRtT1I/N8QusyC2bdquR5nDWf94B8YOrh3r6y++lLZl7BS8zMQVG3wMCl50un+7QN/pCxdIs7eSM+hEsc3ktovHJox4OVZ0eFcObB1k/5b44kXpMzZ53ur7NsQiCgCqGGdT5+4gFHiooqrmsUFb9OHb+8FJaI7zGeFoWpBTczLKS8svGihSkKNw0sLL64QxHxQt6B2qVatmrhpsnGrnkUd5TyaVRHKyxwv7256bdzikc8O+TytLmQRyjc3nV0HsCA/nLemkiamKM7TrrGdRwgBro/znEIU4hLCD9UsgyEc56hTYzlBKKKY5Z4Iacy9ENUs9z+UqNTfI/S4X0LYcj/01MYopckPwcs91FlDaH7ISo8odpYIWhYELfdU8qHgZTCW8lwsASVwqQvbUCb5qlevroOzwa4TqIohZCGpuYc7+wlV3DpLDK0f/5Ooj/MNVjKYNlIvyFLu585mQvfjLCO0/RDUDBxDBvOsRB6ep2g3zw1efb3+pF3g5A0EMBDNscA2tIH1tIftUF3zLAFuPGOQeN4gP/VC1cw+WObhzjf1oD6hEpjRb2xL3/EBGxL7pI2UQZ/l1bFIf3OMgQ/YUGcv8Zvjiz5mQIF+o915QWh7dcrsO+6IYgDZOnmsU6iOVmwguyB3PYVqZoClXR84rb7Umc3kiKdeSpslw/8jSWxAzG15/indX7F6R0q1ux7WF30Igj2O5Eqc9prs+mpuqvpUuLy77HRWBQc2b5Q6b87xEwyowZa3diNU7qSHeK58691SwqnPDuxIlN3ffCFJc2ZI9YdHZ9l+IHCnHlHsLSt16pmCgrD4EXVUobo3YZXsXfGXJM3+UOvl5avU9x45rNshdaq3LJJtpsxw2h3JvvPak91vry5sX7jCYVL/vQV+0j9YmWv69Zbk7xceWuUsH1ATZ0ROemXsdYr1hJu7yUE3XV2TuzGUadFWSp14ihR3SnbwS/n7D9n99TxJ+fNXbzMp5awaao6YEPI82zz2Sdk+5b9zp9ylXaRMk3NV1Xhwb4oeC2oZE3DBpfDsEMVst/ef5UoWH0zcxr+aOA5LOTuN4kce647Dckqa7XEK5qRPPzxEYv+bL9JE8S53Pq278wYtvULnXlLFkdaZpWj1A/uNZF9k1o606xOnT3WzNB7wL4bEL3dxRynR8BgpXqe+QGju37BOkn9Y6K5ln0upRo11sMnbwDsPImHl45UZLawjXW7gzALuRaUbn6ODcFgQpaz4W7a9+sKhwQjXsHJuUKSaG+QJTLv/t+jQbBt3vmnyzu2TTpXi9dy5vStJUv76TfYs+VWS3UwB9/Sj2YwoDkTRfuc2AryU8NKBSui+++7TlxIULy6YiSqAcrs+sb4/8OJFjZdBfvOCx8scL1W8VMZ74iUPBZjzfdRvFOqQIEyF5UXYkiGQGQKQBAw0MHiFsg4CzQW5MkVxZsDZ+phHAJIUpS3T6Z1nrd43+vTpoypTFyMg5uuftoIoPSFX0xJ1EJhYJkQrQdby3AJZCMGZ1QQRy6Bv2vpmdftYygfu4JwRMRxYX9qe9h4MEQvxDvkKjtHss8C6xNPvuCSK9ztSdGWn8/RF9/Dr/k+VtNnt9D2ODEu4vpNuXv3RMVK2+UVhFRVJYsPnTriEm53/71+/++uA36mPF393gmlypGCx2nVl38pl/jz8KOpI2tovvi1Fylf0L9/wyJ2OJJvu/z/tj3B8agO3TUsUB64L9htbBHxtSzvyI22KdJspP6vtjmTfpW1XuP8HEmwV3DTwKv83KMMiIOE3PDxQ85RxU8NrDHk6w/yBK1F+bhp+v+z6+vPAxcF/OxV4JXeOVbzyOufbHfol9KDzPl53142S7MiqjFJhd3xWueMB2TDkDs2WXaKYjWnHxicGy+6F8zPaZbp1kSaKV994haT88bP6w9bDmziLXunR6AcaG8m+SAdeFhYwcIU1zoGtmzPNXeK4k9x16x1/vmidk9HCOpLlbho11A0GvurHItSP4o50r/X81KDWEgygbHh4QKp7SKhyWF7GzVqodNOAdNYSpijOCDVbFw0E8ONleid+gahAURczHdZSagR42eLjqVx48Qr8pM4df//hPYllgIucrsoxbEwYeOCYSvuSGn/oWIuzggAEkAsqpdOyXaArJYqZlg8pZMkQyK8IoD5FQfzMM8/oIAjqTewVBg8eHNMeqxnhzb2QlPbaHoyUzKiccNd592Hv3hvO9tGuWzh1yUneUNiHU6aHI9tkB8tw9hWveeOSKKaz1917ixJd9d5xSspM/EkzOzhWX3e5QD4TEC+rQey8MiNNbBxwCsnNYx6XpE/e93ah3xDGpdx0/sq33O2ChhV2AfH+tSVwxHEFZweAr3LgFG42QomMn2XSrA9SleWGbqSUU3tWHTAkLJsNrxCPKEbNXa51B63r/o3rvNX+76LOwgOVZ+Vb7pQiFQ/3L0/7I5JtpuystjvSfZe2XeH8j5J35eXNdNq+F6Qqo+0J6raywzmav9bYKU55flpG2YOu2zHzXUl8/w1nV/C3+Fx5gamw668Sx54olW8aqAGzAteF+s0Ff8f7UzQYXaDSl/xF3Dla8uTGUvnmAWo3ECqgI3m3u2Bdm13QLlLaYHa6MM0fSPYdH74tKcv+dHNj9qZaW6h0GangpvKXOOZER07313WRJIp3u+CTa10QSlKFjj2kSv//1LS6MAt/It0P7DJSfZGF6gfNQoA1lM3J330lwa4NBOyEJC530aVS0VnjeCna52Q0sKbukSp394/fqTKfWR+e4tfDhntAxe7Xy2Huk5H/MHYezLrZ6fyi9zni2PMD98phxkKJY09yVjW3SklnOxEsrbqmg+x19hSkWuPfkZIuvyVDIJoIEEBk9OjR6l2HWvbhhx9WvzumSaI2sWQIZAUBApDhTwwhglekiyavvptpPSOzUpbliU8EmApNUE08rglUhO/mbbfdZkRxfB4OBabVXBPxmGX2DrYFXbt21UEQgo/ZPbbAdLM1xBBIhUDcEsX4tO7fuD5bBFkqBN0/TCH2pezNMiGWdvto/E+ArL3L/lKLgOLO07dYnQapFJ17naJ4r/OqLH3aWVK4bGg/GOoGTniXQqAWrVJVyyriyILsJo8oLnV6Uzli1CQlpVAP7l+7WvZv2iCFyztPGxdQKVDdnJV9RbLN7C/S7c5KG3KSB5Lo4PatIb2J05a9+4dvBUK2bIs2aVeF9T9+xPucj+/elUt1sKG4syjJqio21I7APsUdc6jhSzqStmi16AfVwfMWYoxzg3OieN2GUqRq9XQjzaHqnJ3lq/t0O+SV7KY41ZvqvIlzMGgVjX6gTXnRF4FYHtyZpFY0+9wxUcRZghR2imu1qXEkfl6laGEdqXKZaaHnZMJKnU1SvHY9KVarXoZ2NMGwxPaFa/++NaulyOGVnQXFkVL0sNCDdsHKsGWGQG4ggGcdkbCJwE40b1Sg2AbwXRCmaeYGhvG8Dx0cdVNYR4wYIY888oj6BhIQZ8iQIYIPpCVDIKsIMKX61ltvlQkTJgjT8SGKme1giuKsImj5YgkBZp9gyfPhhx/qIBoBuo466ij14SZwGPdXI4pjqcesLoZA5BCIW6I4chBaSeEikJYoDnd7y28IFAQEdjuf17X9D3luV7jsSqniFPqWDAFDwBAwBLKHAC+zw4cP16mxBAshIviwYcM0wEn2SrSt4gUBfA5nzZolL774onpvEom8d+/e6k0cjodkvOBl7QyNAL6nWE2MHz9eCbWrrrpKgyEaURwaM1sTuwhAFGPHg5oYf2JPJY/txNFHHx27FbeaGQKGQI4RMKI4xxBaAeEiYERxuIhZ/oKIQELfHrLn58XOINypid+cnSuq6YKIo7XJEDAEDAEPAawDUIV+8803cuKJJ2pk9nPOOcfUfB5A9h0UgV9++UWefvppmT17tkYrJxhir169pHbt2hrwL+hGttAQCIEAAb6Y3VC/fn2BKL777ruldOnSIXLbYkMgNhFgpgW+/wzAcm0kCBszdW6++WY55phjNHhsbNbcamUIGAKRQMCI4kigaGWEhYARxWHBZZkLIAK7f/hG1t5+tbasXPuuUu3OQ57KBbCp1iRDwBAwBHINAXwUmSI7ZswY2bJli3oodu/eXVq0aJFrdbAd5R8EUMtt3rxZlXL333+/HjNnn322Tqtu0yZntlz5BwWraaQRwHriueee04EGiGICfhlRHGmUrbxoI7B48WJ599131UZln7M069ixo3Tp0kWYcZE2AFy062LlGwKGQO4jYERx7mMe93s0ojjuD4G4B2DN/10lyf9b5KL0FZW6b36araCQcQ+iAWAIGAKGQBoEkpOTVQH16KOPyueffy4Es7vyyit1KniNGtH3uk9THfs3HyAwffp0mTx5shIiKEAJPAYhUrdu3XxQe6tiLCJAMLtnn31WatasqYriBx54wIjiWOwoq1NQBFASr1mzRl5++WW1nUhISJDGjRur13bTpk3lsMOyH6co6A5toSFgCMQkAkYUx2S3FOxKGVFcsPvXWpcxAgQdXHtbT81Urt0VUu3uoRlvYGsNAUPAEDAEsowA02OZ9v3666/LokWLBOsJrASaNWsm1atXz3I5lrHgI5CYmKhqz1dffVXwKe7atasMHTpU6tWrJ0WLFi34AFgLo4IAwetGjRql15sePXrIQw89JGXK5F0A3qg00gotsAhAEjPQOnbsWFm4cKGcddZZwsycm266yax4CmyvW8MMgfQIGFGcHhNbEmUEjCiOMsBWfEwjsMZZTiQ76wkpXETqTnFq4pq1Yrq+VjlDwBAwBPIbAn///bdMmzZNg9nt2bNHWrZsqWSx2Qnkt56MbH1RynlTpleuXCkzZsxQm5Lly5fLeeedJz179lQPzhIlSkR2x1ZaXCEwcOBA9UevXLmyEmwMPhhRHFeHQL5tLPfLTz75RK1TsJ4oV66c3jvbt2+vwRnzbcOs4oaAIRA2AkYUhw2ZbZBTBIwozimCtn1+RWDPL99Lwi3dtfrl2naUaoOG5demWL0NAUPAEIhpBFATM+V77ty5AkHYr18/6d27t0ZqL1asWEzX3SoXXQR2794tU6dO1anV33//vdSqVUvuuOMO9d5s0KBBdHdupRd4BAheh6IYkg3rm8cff9yI4gLf6/m/gZDEBPZ87bXXZNy4cWox0bZtW7WcaNSoUf5voLXAEDAEwkLAiOKw4LLMkUDAiOJIoGhl5EcE1g3qK7sWzHFq4sJS541ZUvyIOvmxGVZnQ8AQMARiHgGClDF9dsKECTJr1iypU6eOBuK566671Ls45htgFYwKAthNzJ49WyZNmiSffvqpHheXXnqpquawnLBkCOQUgUGDBilRXLJkSVWoP/nkk0YU5xRU2z7qCKxfv16PW2bjLF26VDp16iQ33HCDnHnmmVKxYsWo7992YAgYArGFgBHFsdUfcVGbvauWy0EXcKaw8+sqXqteXLTZGmkIgID/2C9eQorXP9JAMQQMAUPAEIgSAgcPHpSNGzeqcnT8+PH64otaFOUoFhSoSC3FFwI7d+6UBQsWyMSJE+WLL74QFHS9evVSb2K8rD1bivhCxVobaQTuv/9+GT16tB5P+F4//fTTUrZs2UjvxsozBCKGwIYNG3T2zfDhwwUrnqOPPlquu+46HVwleJ1dGyMGtRVkCOQbBIwozjddZRU1BAwBQ8AQMAQMAUPAEAgHgT/++EOmT5+u5OBff/0lp59+ulxzzTVyyy232MtvOEDm87wpKSlKDr/99ttC8LrCbmZPixYt5L777tNgTfm8eVb9GEKA4HUQxQTWvOKKK+TZZ581ojiG+seqkh4BrHgIAIs/cf369aVPnz6C7cQxxxyTPrMtMQQMgbhAwIjiuOhma6QhYAgYAoaAIWAIGALxh8C+fftUTYzVwIcffigEMcNvEb9iAvTUqFEj/kCJgxYHBq7DbgLPapTE8+bNk61btyoJcv3110vz5s2lfPnyikjgNnEAkTUxSggQvO6ZZ56RpKQkJYrHjh1rRHGUsLZic4bArl275Mcff9TBjDlz5kiFChXkkksukb59+0rDhg2laNGiOduBbW0IGAL5FgEjivNt11nFDQFDwBAwBAwBQ8AQMASygsDChQvlvffe00A927Ztk5NPPllfhjt37iylSpUydXFWQMyHeQhc9+WXX8oHH3wgU6ZMke3bt8u5556r3ps9e/a0fs+HfRrrVX7ssceUeGNAAp/XF1980YjiWO+0OK0fA2jMskBRzPFK8MUuXbpoYM84hcSabQgYAv8iYESxHQqGgCFgCBgChoAhYAgYAgUagQMHDshvv/0mkydPlpkzZwo2FKeccopcdtll6lNbt27dAt3+eGlcoCoYJfFnn32mU6pRy2E/gRdxv379NEBT1apV4wUWa2cuIvDEE0/ImDFjZN26dUoUv/TSS1KuXLlcrIHtyhDIGAHuhwkJCRrUE8V7sosd1LRpUxk8eLB+FytWLOMCbK0hYAgUeASMKC7wXWwNNAQMAUPAEDAEDAFDwBAgwN3XX3+tymLUxQTwgSDGs/jCCy+UI4880gidAnKYQNIRsG7atGkyf/58gTTGkxiFJ76xTLG2ZAhEA4GnnnpKieJVq1bJ5ZdfrmScEcXRQNrKzC4C69ev1wHTV155Ra+PjRs3lquuukotmTwrnuyWbdsZAoZAwUDAiOKC0Y/WCkPAEDAEDAFDwBAwBAyBLCDwyy+/yLvvvitvvvmmLFmyRKpVqyYXX3yx2hGcdNJJNk08CxjGcha8YSc5T+p33nlHvvrqK+1P7Cb69++vthPFixc3y4lY7sB8XreRI0fKc889J8uWLZMOHTpo8EQjivN5pxaQ6jPjAjUx10UsUr799lspWbKk3HrrrYIVzxFHHCGmJi4gnW3NMARyiIARxTkE0DY3BAwBQ8AQMAQMAUPAEIhtBAItCfbu3St//PGHzJgxQz766CPBv7hMmTJywQUXKGHcsmVLOeqoo2K7QVa7dAgQmOmnn36Szz//XAcCli9frgrxtm3bqpL4zDPPNCVxOtRsQaQRIJAdRDH2NgQGwxvbiOJIo2zlZRcB7ndvvfWWBvcsXbq0XHrppUoSM5hWuHDh7BZr2xkChkABQ8CI4gLWodYcQ8AQMAQMAUPAEDAEDIHMEYBI/PTTT2XcuHHy888/6wZnn322dOvWTVq3bq1WFIUKFTL1aeZQ5mkOFHKbN29W8v+NN96Qjz/+WNauXSu1a9dW4r93797SpEmTPK2j7Tx+EIAkxvf1999/lzZt2migMJvOHz/9H8stJZDr6NGjdTbN0qVLdXD0jjvu0OvjYYcdFstVt7oZAoZALiNgRHEuA267MwQMAUPAEDAEDAFDwBDIewQgGCEUifyOsviDDz4QbAsgGPGzRYnaqlUrUwPmfVdlWIPvvvvO338e4d+8eXMlidu1aycNGzYU7CYsGQK5gcDzzz+vRDEWNxdddJG8/fbbpmTPDeBtHxkigGc2A6Oe2v2ss86SLl26SNeuXaVixYoZbmsrDQFDIP4QMKI4/vrcWmwIGAKGgCFgCBgChoAh8C8CWBZAFhPgDtsCvEVRV51xxhnqMdqoUSMlj6tUqWKYxQgCycnJgjoOC5FPPvlEZs2aJRBz+G1iMUHAOki6o48+OkZqbNWIFwTGjx+vsxT+97//CTY2EMWHH354vDTf2hmDCOzevVvef/999cvGeoJ72W233aaDoWazFIMdZlUyBGIAASOKY6ATrAqGgCFgCBgChoAhYAgYAnmDAP7FfHbu3Km+xQS5++KLLyQxMVEqVaqkZE+nTp2UeDTCJ2/6KHCve/bs0SCEH374oSrkfvzxR4E4rlu3rnTs2FHat28vxx9/vPZd4Hb22xDIDQQmTJggL7zwgqB0P//883WaPwEzLRkCeYEAs2QWL16sx+S0adOkTp06OgBKcE9mz1gyBAwBQyAYAkYUB0PFlhkChoAhYAgYAoaAIWAIxB0C69atk6+//lo+++wzjQz/66+/6rTcU089VZo1a6YqY1SqvGCXKFEi7vDJywbv2LFDfV+///57DUBIP9FfqONOP/10JfKZTn3MMcdocMK8rKvtO34RmDRpkrz44ot6jJ533nny+uuvyxFHHBG/gFjL8wwBBkC5Xk6cOFG92zds2KCB67p37y7Y81jwujzrGtuxIRDzCBhRHPNdZBU0BAwBQ8AQMAQMAUPAEMhNBJYsWSJz587V6PA//fSTqosrV64sp512mkaJP+ecc+S4445T71texu2FO/K9A66klJQUxR//YVTEkPgECiNBwF122WXSuXNnVW/qQvtjCOQhAq+88oq89NJLsmDBAh1cevXVV1XtnodVsl3HIQJ48K9Zs0a99x9//HG9hjKgduedd6rlRJEiReIQFWuyIWAIZBUBI4qzipTlMwQMAUPAEDAEDAFDwBCICwQgJ7ds2SIJCQlK+MyePVsVgqhambp70kknaaR4fIxPPvlkUwxG4aiA6IAQ/uabb2TevHmCxQT9AYFcs2ZNJeHOPfdcOeWUU6RBgwYWdDAKfWBFho8ACmIUnAw0MaA0efJkDagYfkm2hSGQfQS4hzFowfE4f/58HeS88cYbpU2bNjZwkX1YbUtDIG4QMKI4brraGmoIGAKGgCFgCBgChoAhEC4Ca9euVS/cjz76SH1HN27cKIUKFZIaNWpI06ZNBbISawrUraVKlZIKFSqIqbXCRVmUACboEsEFwXjlypUaZPCrr75Ssph1qLoh5rEBadWqlZLEpUuXDn9ntoUhECUE8Dh/+eWX9Zpx9tlnK2mMHYolQyC3EIAkZgbGsGHDNEBr8eLFpUePHnLLLbcoSVysWLHcqortxxAwBPIpAkYU59OOs2obAoaAIWAIGAKGgCFgCEQfgYMHD2qgu61bt8pvv/2mBBD2B/wmVa1aVX1xsaVAQQiJWb169ehXrIDtwfMgRkH85ZdfqoJ7/fr12kqCgaEchhz2fIjLli0rRYsWVdK+gEFhzcnHCLz99tuCT/HMmTP1WMWGguCKDC5ZMgRyAwH826dMmSJvvPGG7q5nz55y+eWXmy9xboBv+zAECggCRhQXkI60ZhgChoAhYAgYAoaAIWAIRBeBnTt3qgXCokWLVF38119/CYrjxMREqVSpkpx44olqSwExhMIYiwRITpSwllIjgOqNYHSQwWD4559/KvlOAMHVq1ershjsTjjhBJ02jWoby4/69euLKeJSY2n/xQ4C7777rtpNzJgxQ4NfvvDCC3pdsFkGsdNHBbUm2PVw7ZwwYYJMnTpV7ZOaNGkiAwYMUKuk8uXLF9SmW7sMAUMgwggYURxhQK04Q8AQMAQMAUPAEDAEDIGCjQAv5NgjYIswZ84cDbCGVcL+/fu14RDDKF95SSeAEAQy3sYkL0hbPCkMA9uMQjspKUn++ecfJdu//fZb+f7772XZsmVKuINRlSpVlGRr3ry5WntgN1GuXDlWWTIEYhqB999/Xwhg98EHH+gAx7hx49QuxQY3YrrbCkTluKZikYRH9g8//CAtW7aUrl27CopibJEsGQKGgCGQVQSMKM4qUpbPEDAEDAFDwBAwBAwBQ8AQCEBgw4YNGmCN6PJ//PGHvpyjiCXoGmQyCi6UxXXr1lUlbMOGDfUb0hhlbMmSJQNKK7g/UQ5DYkCm80GJvXz5clUTb9q0Sa09sPA46qijVEGMihhfV3BiuZHEBffYKGgt+/DDD+W1114TlMWNGjWSMWPGqG1KvJzrBa0/80t7mNWCin3UqFE6O4PZLCiJ27Vrp376+aUdVk9DwBCIDQSMKI6NfrBaGAKGgCFgCBgChoAhYAjkYwR4UV+4cKGqZH/88Uf5/fff1VJhz549qiImyB1E6LHHHqsf7CkgjgnGhtqQgEOBn8KFC+crNPbt2yd79+71f1BXE5gOWwlI4SVLliiZDkm8atUqAZcyZcrI4YcfrmQ6HsRnnnmmKomPPPJIKVGiRL5qv1XWEAABFJ14w+JVjFXK6NGjVVlsQRft+IgWAlgiMTODAQr8sQm02rlzZ+nXr580aNAgWru1cg0BQ6AAI2BEcQHuXGuaIWAIGAKGgCFgCBgChkDuIIClAsQoBCikMQpayFFIY1TGkKUExMOGAYUsxFHFihUFUhQCGdUxH1S0fCBQ80uCFMYbEwKYD23HSoI2oyam3cnJyYoNlhuoqSHKsZSAIMaaA/U15DDksZHE+aXnrZ5pEfjkk080kBgesccdd5yMHDlSGjduLARftGQIRAOBv//+W55++mlVFGOJ1K1bN7nppptU0c711JIhYAgYAuEiYERxuIhZfkPAEDAEDAFDwBAwBAwBQyATBLCewIICBS2kqUecorDdsmWLbN68Wb168Y6EFEYFFvjBp/ewww5TApWXffJ5H6axQ6Z6n2j4n0J8oxAm6BzkN98e2cs3pDgf1GyQE4GB6bDioI2sJ4gXJBm+zdWrV1f1MOR44MeCLGVyMNnqfIPA7Nmz5c0331RV8dFHHy0jRoxQlTwzCiwZApFGACsfBicgirm3MCvjmmuukY4dO+pgZKT3Z+UZAoZAfCBgRHF89LO10hAwBAwBQ8AQMAQMAUMglxFAPcwHGwmsGdavX68qWxTGqI3//PNPtWOAZIVYJqG4ZRtsKCCLIY/xm4Rkxa+XZZUqVdIPRDKqZIhWPpFQj1FPyF9U0Tt27JBt27apIhhimw+ewngzU2eIcMgJiGOvrR7E1A3lMGQZdhuoK5mKz/+QxxDRXkA/79vb1r4NgfyKwGeffSZvvfWWBrTDWmb48OFK3uWnGQL5Fft4rDeBEwleN3/+fPV1HzhwoAax49pryRAwBAyB7CJgRHF2kbPtDAFDwBAwBAwBQ8AQMAQMgTARgHyFbEVx630gXiFc+eaDQteza0DJC4mMehhlLmQwH6wr+KAuDlQYe/+jMoaQ5QNRzccjZCF1IWqxjOAT6C/M/jwVMUpiSODdu3frB4VwUlKSLqMsymQ/kNUQ2BDZ1apVU1Kbbz6Q2qiJ+SZP0aJFw0TMshsC+QeBefPmqT/x5MmTpV69ejJs2DBp2rSpngP5pxVW01hHgOvw4sWL5bnnnpM5c+boNfeSSy6RPn36qC8x12ZLhoAhYAhkFwEjirOLnG1nCBgChoAhYAgYAoaAIWAIRAgBiGK8ffH4xe8XtS4WDnyjRIakhdCFNE77gfgNTKiRIZb5hpj1yOJAotgrwyOJIYchjQMTZINHNvNNWSyDjPbUzkcccYTaSdSqVUtq166t5BgEGTYZlgyBeENgwYIF8s4776jKk/Ph0UcflXPOOUcHUeINC2tv9BAgcOorr7wi06dP18G7q6++Wq644gpp3rx59HZqJRsChkDcIGBEcdx0tTXUEDAEDAFDwBAwBAwBQyBWEYCk9byAPVUv355PMApjrB/4xg5i+/btag+BsgyrCO+b36iASRDDKIc9BTHfLPPUwB4JDAGMMhhyGRIYxTLqZYLu8UExzIfp86iDsZVgvadk9ohpT81MOZYMgXhE4Ouvv5Z3331Xxo8fr5YxDz/8sDRr1kwVn/GIh7U5sghwn1i6dKm8/vrr8sILL+j1nYGIO++8U5XrXNMtGQKGgCGQUwSMKM4pgra9IWAIGAKGgCFgCBgChoAhkAsIQAJ7BDEWFh45DDHM/1hWMB35+++/VwVjgwYNlKCCuIVw9hKqYD4QxHwCiV6UwJ6thUcYex7IHlnMtpYMAUMgPQLffvutvPfee/L888+r9cqQIUNU5Yny3pIhkFMEmG3CQAQ+2AxKoCDu1auXdOnSRQf1KN8bEMzpvmx7Q8AQiF8EjCiO3763lhsChoAhYAgYAoaAIWAI5CMEIACCfSB7sabApgLPyrFjx2pAox49ekjr1q01IJ6nMvaa69lQpP3fW+4pj4P97y3ztrVvQ8AQOITAd999Jx988IGeh6jvH3jgATn//PPVlsUwMgRyggCDgVibDB06VH7++We9rt96663Ss2dPneVhauKcoGvbGgKGQCACRhQHomG/DQFDwBAwBAwBQ8AQMAQMgXyKAJ7GTz31lIwaNUoJ4htuuEHat2+vthL5tElWbUMgXyHwww8/qG/ss88+q+Td4MGDddCmbt26+aodVtnYQ+Czzz6TN998UwiUiP0PA4HdunWTJk2axF5lrUaGgCGQrxEwojhfd59V3hAwBAwBQ8AQMAQMAUPAEBC1liAY3jPPPCNjxoyRVq1aSe/evaVNmzZKKhhGhoAhEH0EfvzxR5kxY4YO1mDZcu+998oFF1wg2MBYMgSyi8CmTZvk6aeflilTpmjAU2aKDBo0SBo1aiQcZ5YMAUPAEIgkAkYURxJNK8sQMAQMAUPAEDAEDAFDwBDIAwQIfOcRxdhPQCR4RDHewpYMAUMg+gj88ssv8tFHH8mIESM0KOTdd98tF110kRx55JHR37ntocAgEOgzvHLlSvnwww81eN2yZcukRYsW0rlzZ+nUqZNUqFChwLTZGmIIGAKxg4ARxbHTF1YTQ8AQMAQMAUPAEDAEDAFDIFsIQBRDKKAoxqMYJTFEMYSxEcXZgtQ2MgTCRuD333+XmTNnyvDhw4XAkAMHDtRz8Oijjw67LNvAEMB7nuCIEyZMEGxNatSoIf369dPre7169QwgQ8AQMASigoARxVGB1Qo1BAwBQ8AQMAQMAUPAEDAEcg8BiOIVK1YoUTxu3Dhp27atEsVYUBhRnHv9YHuKbwSWLFkin3zyiTz++OPqDd6/f389F4877rj4BsZaHzYCSUlJGrzu5Zdflvfff19V6XjO9+nTR4wkDhtO28AQMATCQMCI4jDAsqyGgCFgCBgChoAhYAgYAoZALCIAUbx8+XIlip9//nm5+OKLlShm2rsRxbHYY1angojA33//LbNmzZJHH31UChcuLLfffrtccsklcsIJJxTE5lqbooTAgQMHZNGiRTo75PPPP5edO3fK1VdfrQHsTj/9dClSpEiU9mzFGgKGgCEgYkSxHQWGgCFgCBgChoAhYAgYAoZAPkdgz549ShQ/++yzAlEMOdXbWU9ceOGFRhTn87616ucfBBis+fTTT+Xhhx8WfGZvvfVWufTSS+Xkk0/OP42wmuYpAvv37xe8iFERDxs2TBgEPP/88wW/a74tGQKGgCEQbQSMKI42wla+IWAIGAKGgCFgCBgChoAhEGUEIIqXLl0qY8aM0aBH7dq18xPFFvAoyuBb8YbAvwgQUHL27NkyZMgQgfDDJqBDhw5yyimnGEaGQJYQSExMlEmTJsnUqVNl4cKF0qRJE+nbt68GRcSj2JIhYAgYAtFGwIjiaCNs5RsChoAhYAgYAoaAIWAIGAJRRgCimGnvEMUvvviiQBRfc801csEFF4gRxVEG34o3BP5FYPXq1TJ37ly57777VAl60003yeWXXy6nnXaaYWQIZIrAjh07NGjdE088IV9++aVUrlxZrrzySh1wqFmzpllOZIqgZTAEDIFIIGBEcSRQtDIMAUPAEDAEDAFDwBAwBAyBPEQAovivv/5Sonj8+PE63R2iuGXLlkYU52G/2K7jC4G1a9cqUTx48GDZvXu3XH/99dKxY0c544wz4gsIa222EIAcRk389ttvKynM8YMi/ayzzjKSOFuI2kaGgCGQHQSMKM4OaraNIWAIGAKGgCFgCBgChoAhEEMIJCcn+4nil156Sdq3by/XXnutelqaojiGOsqqUqAR2LBhg8ybN0/9ZJOSkvQc7Ny5s5x55pkFut3WuJwhQPA6bEsmTpwor7/+unDscMwMGDBABxnKlSuXsx3Y1oaAIWAIhIGAEcVhgGVZDQFDwBAwBAwBQ8AQMAQMgVhEAKL4zz//VEXxhAkTVIWGorhFixZSvnz5WKyy1ckQKHAIbN68WebPny8DBw6U7du3y9VXXy1dunSRs88+u8C11RoUOQQgiadNmyavvfaa/Pjjj9K6dWvp2rWrMMhQtmzZyO3ISjIEDAFDIAsIGFGcBZAsiyFgCBgChoAhYAgYAoaAIRDLCHgexc8++6yY9UQs95TVrSAjsG3bNvWW7devn0Aa9+zZU7p16ybNmjUryM22tuUAAY6TmTNnyujRo2XZsmVSq1Yt6d+/v84KqVKlSg5Ktk0NAUPAEMgeAkYUZw8328oQMAQMAUPAEDAEDAFDwBCIGQRSUlJkxYoV8swzz8i4ceOkbdu20rt3b2nVqpVUrFgxZuppFTEECjICWAZ89dVXctttt8n69euVJO7Ro4dawBTkdlvbsocAx8sXX3whb775pqqJa9eurQr0vn37Sv369bVQn88nhQoVyt4ObCtDwBAwBLKBgBHF2QDNNjEEDAFDwBAwBAwBQ8AQMARiCYF9+/bJmjVrVJU2atQoueCCC6RXr17Srl07Ofzww2OpqlYXQ6DAIkAAu4ULF8ott9wiCQkJcsUVV8hVV12l52OBbbQ1LFsI4Ev8+++/y4gRI2TWrFmya9cuHVjg2Dn22GOlZMmS2SrXNjIEDAFDIKcIGFGcUwRte0PAEDAEDAFDwBAwBAwBQyCPEYB02LRpk4wcOVKGDx8u5557rhJUnTp1kkqVKuVx7Wz3hkB8IICy/9tvv5Ubb7xRVq5cKZx/+BSj7LdkCAQigKf8Rx99pIN7GzduVD95ZoF07NhRihYtGpjVfhsChoAhkKsIGFGcq3DbzgwBQ8AQMAQMAUPAEDAEDIHII3Dw4EFJTExUddqjjz4qTZo08fujms9l5PG2Eg2BYAgwYLNo0SK57rrrZOnSpXLZZZcJQSWxgrFkCAQiMHHiRPWT/+abb+SYY46Re++9V8niOnXqBGaz34aAIWAI5DoCRhTnOuS2Q0PAEDAEDAFDwBAwBAwBQyDyCCQnJ8uTTz4pDz74oJxyyinSvXt3VTNWrVo18juzEg0BQyAoAosXL1Z/8CVLlsill16qpDEWMJYMARDYsWOH2pPgJT9nzhzBl5jj46abbpKGDRuaH7EdJoaAIZDnCBhRnOddYBUwBAwBQ8AQMAQMAUPAEDAEco4AQY+eeOIJVaYdf/zxcuWVV8r1118v1atXz3nhVoIhYAhkCYGffvpJ1fy//fabKomxkIXUQgAAQABJREFUoejQoUOWtrVMBR8BPKxfeuklmTlzpvoSX3vttepl3bRpUylcuHDBB8BaaAgYAjGPgBHFMd9FVkFDwBAwBAyB/2fvTeCtGt/3/7s0UCoSlaFSKg0omhSapJImDVIqyphE5nkqMxGRUqF5ViHNg6JBA4lSaKKEJKLBh/1f7/v73+d3Ok45wz7n7H329bxe257WetbzvJ+1z+fTta513SIgAiIgAiKQMgIUsuvdu7c70zp06GA333yzFS9ePGU7aysREIF0E6BAGRdp1qxZY40aNbIbb7zRc2fT3bE6iGkC4eJ1Y8aM8ciJHDlyWJ06dfzvNc9HHXVUTM9PgxcBEcg+BCQUZ5+11ExEQAREQAREQAREQATinMCrr75qt9xyi9/O3K5dOxchTjnllDinoumLQOYR2LhxoztEcRbXq1fPevTo4e8zbwQ6UjQS2LJliyESv/POO0Y8SYMGDTyihHiSggULRuOQNSYREIE4JSChOE4XXtMWAREQAREQAREQARHIfgQGDRpkt956qxUpUsQLad1zzz0uGme/mWpGIhCdBDZv3uwO4tWrV7tjtGfPnoa7Xy1+CezatcsWLFhgffr0sXXr1tkZZ5xht912m2fI58mTJ37BaOYiIAJRSUBCcVQuiwYlAiIgAiIgAiIgAiIgAqknMHToULvjjjssX7581qxZM3vooYesRIkSqe9Ie4iACKSJwHfffecXaVauXGnVq1f3CzedOnVKU1/aKfYJEDkxY8YMGzdunI0dO9YKFy5s11xzjceTnH322bE/Qc1ABEQg2xGQUJztllQTEgEREAEREAEREAERiFcCb7/9tuEiprAd+ah9+/a1UqVKxSsOzVsEMp3Ajh07rHXr1rZs2TKrUqWKx7906dIl08ehA2Y9AUTibdu2Gdnx48ePt19//dUuueQSLzhauXJly58/f9YPUiMQAREQgSQEJBQnAaK3IiACIiACIiACIiACIhCrBEaNGmUPPPCA7dmzx+rWrWv9+vWz0qVLx+p0NG4RiDkCCMXt27e3xYsXW6VKldzhj4NULT4IcJGOQnW0TZs22YQJE2zYsGH+ukmTJtamTRt3nCuXOD7OB81SBGKRgITiWFw1jVkEREAEREAEREAEREAEkiGAa+3RRx81clJr1qxpgwcPtrJlyyazpT4SARHICAI//PCDxwqQSVuuXDm766677Nprr82IQ6nPKCbw559/euG6gQMH2ueff27Fixd3dzliccmSJaN45BqaCIhAvBOQUBzvZ4DmLwIiIAIiIAIiIAIikG0ITJs2zZ544glbsWKFcWszmZgVKlTINvPTREQg2gkgFBM1MXfuXI99QSi+8cYbo33YGl8ECfz+++++/sOHD7d3333Xypcvby1btrTu3bvrDo8IclZXIiACGUNAQnHGcFWvIiACIiACIiACIiACIpDpBGbNmuVxE3PmzHGRauLEiZ6TmukD0QFFIE4J7Ny507p162b8FnGRkhl+8803xymN+Jv2wYMH7ZNPPrEBAwbYhx9+aPv37/cLB507d7ZzzjnHjjrqqPiDohmLgAjEFAEJxTG1XBqsCIiACIiACIiACIiACByeAMLEoEGD/JbnE044wcaMGWMXXHDB4XfQNyIgAhEl8OOPP9r1119vH3zwgRUuXNgLl/Xq1Suix1Bn0UmA4nVffPGFTZ061Z5//nlDNKZ43R133GEXXXRRdA5aoxIBERCBJAQkFCcBorciIAIiIAIiIAIiIAIiEKsEcLJxu/Po0aMtT548NmTIEGvUqJG/jtU5adwiEEsEEIpxEL///vuWL18+Ly7Zu3fvWJqCxppGArjJ33zzTeNOjtWrV1udOnXs1ltv9cKiRYoUSWOv2k0EREAEMpeAhOLM5a2jiYAIiIAIiIAIiIAIiECGEaBoEiLF0KFD3c3Wr18/a9q0qTsbc+TIkWHHVcciIAL/R+Cnn35ycZBs2pw5c9qDDz7oBe3EJ3sT2LVrly1dutSdxEuWLPHon06dOlnPnj3t+OOPz96T1+xEQASyFQEJxdlqOTUZERABERABERABERCBeCawceNGmz59ur3yyiv2yy+/WJ8+faxZs2ZWsmRJk1Acz2eG5p5ZBH7++WePGpgyZYr99ddf9vDDD9u9996bWYfXcbKIwMKFCz32h3Xnbg5c5RSwq1atml8wyKJh6bAiIAIikGoCEopTjUw7iIAIiIAIiIAIiIAIiEB0Eti2bZstWLDAnn32WduyZYsX0kKsqFixosSK6FwyjSqbEUAoRhieNGmS7d271x599FGPn8hm09R0/n8C5BJ/++23HjlB7M++ffusVq1aduedd1qNGjUsf/78YiUCIiACMUVAQnFMLZcGKwIiIAIiIAIiIAIiIAKHJ4BItWzZMnvsscds7dq17mq7/PLLrWbNmhKKD49N34hAxAgQQUDcxIQJE4zXCMWPPPJIxPpXR9FFYOvWrTZy5EgbN26cEf1z6aWXWocOHaxFixZWsGDB6BqsRiMCIiACKSAgoTgFkLSJCIiACIiACIiACIiACMQCARyMiBU4GsnJvPrqq61du3bWsGFDCcWxsIAaY8wTQBzmQg3CIYXtHnroIXv88cdjfl6awL8JULxuxowZ1r9/f9u0aZOVKFHCM4m5i+Okk0769w76RAREQARigICE4hhYJA1RBERABERABERABERABFJCgNugv/nmG+vVq5fNmjXL2rZt6+62Vq1aSShOCUBtIwLpJEA2eN++fW3s2LG2Y8cOu//+++2JJ55IZ6/aPdoI/PbbbzZnzhx3jo8fP96L13Xs2NGuueYaK126dLQNV+MRAREQgRQTkFCcYlTaUAREQAREQAREQAREQASinwBCVffu3Y2iSo0aNbKrrrrKOnXqZEcddVT0D14jFIEYJ7B79257+umnXSgmluDuu++2Z555JsZnpeEnJrB//36/c+O5556zuXPnWigUsi5duthtt93mruKcOXMm3lyvRUAERCCmCEgojqnl0mBFQAREQAREQAREQARE4MgEDh486EIxuZnVq1e3zp07W48ePSQUHxmbvhWBiBBAKH7++eddKKbI2R133GFPPfWU5c6dOyL9q5OsJ/DZZ5/Ze++9Z6+++qqRC3/ZZZdZt27d/DnrR6cRiIAIiED6CEgoTh8/7S0CIiACIiACIiACIiACUUXgn3/+sVtvvdXeeustK1q0qDuKKa6VK1euqBqnBiMC2ZHAr7/+ai+99JILxV999ZW7TImeyJcvX3acbtzN6Y8//vC/rUOHDrXVq1dbpUqVPJP6ggsu8L+3cQdEExYBEch2BCQUZ7sl1YREQAREQAREQAREQATimQC3QZOROmzYMPvpp59cKMb5puiJeD4rNPfMIoBQPGDAABeKv/jiCy9uxu+xUKFCmTUEHSeDCLC28+fPtyFDhti8efOsTJky1rx5c7vhhhs8oziDDqtuRUAERCBTCUgozlTcOpgIiIAIiIAIiIAIiIAIZCwBhOLBgwe7623p0qVGIbtRo0bJ0Zix2NW7CDiBPXv22Ouvv25jxowxIgpuuukmd5wWKVLEcuTIIUoxTGDJkiUeNzF79mzbt2+fXXfdddauXTuP+NGFuBheWA1dBETgEAISig/BoTciIAIiIAIiIAIiIAIiENsEEIrfeecdGz16tE2ePNkaNGhggwYNstKlS0uoiu2l1ehjgMBvv/3mjlOE4hUrVtj1119vjzzyiMcSSEyMgQVMZojE+Xz66ac2fvx4X1tifC688EJ3ixM5oXVNBpo+EgERiFkCEopjduk0cBEQAREQAREQAREQARH4NwGE4kWLFtmkSZPcWXz22WfbM888Y1WrVtXt7//GpU9EIKIEEIrJB0coxtFPkbOHH37YTjnlFOWER5R05nW2adMmGz58uE2bNs3WrFljF198sV1zzTXWuHFj/U3NvGXQkURABDKJgITiTAKtw4iACIiACIiACIiACIhAZhBAKF63bp2999579tRTT1mxYsXsvvvus3r16lmJEiUyYwg6hgjELYHff//dRo4c6UIxF2y6du1qFJPkt5cnT5645RKrE9++fbvnEvfp08c2bNhgXHjr1auXXwCI1Tlp3CIgAiJwJAISio9ER9+JgAiIgAiIgAiIgAiIQAwSoIjdrFmz7Pbbb3cXY48ePaxly5ZWuXLlGJyNhiwCsUMAoXjs2LEuFFP4rFOnTnb//fd79MvRRx8dOxPRSD2H+P333/fICeJ8ihYt6pnTbdu2tfLlyzshLswpe1oniwiIQHYiIKE4O62m5iICIiACIiACIiACIiACAQEyNRcuXOi3R+/evds6dOhgXbp0sTp16oiPCIhABhLYu3evTZw40TPCKXrGb++ee+6xcuXKqaBkBnKPdNf79++3r7/+2l555RWP8fnrr7+sefPmnjddpkwZy5kzZ6QPqf5EQAREICoISCiOimXQIERABERABERABERABEQgsgTWrl3rItXGjRutYcOGdsstt1jTpk0jexD1JgIicAgBhOIpU6a4o3j69OmG+/Tuu++2ihUrWv78+Q/ZVm+ii0Bid/A333zjucQjRoywrVu32uWXX27t27e3Sy+9VIJ/dC2bRiMCIhBhAhKKIwxU3YmACIiACIiACIiACIhANBDYvHmzO4qXLFliOOAeeOAB69ixYzQMTWMQgWxL4I8//vB88NGjR3vxs9atW9udd95pZ511lhUoUCDbzjs7TezPP/+0yZMn28svv2xffvmlnXrqqe4Kb9KkiRUvXjw7TVVzEQEREIF/EZBQ/C8k+kAEREAEREAEREAEREAEYp/Ad99959moFLXjNuqnn37aizDF/sw0AxGIXgKIjB988IE7iidNmmQtWrTwrPAqVapYoUKFonfgGpkTQOgnl3jUqFH+jBMcsZ/oHi64qYmACIhAdicgoTi7r7DmJwIiIAIiIAIiIAIiEJcEdu7caQMGDPBCTBs2bLB7773XHwULFlTxpbg8IzTpzCCAUDxnzhzPKB4/frzHvfTu3duqVatmxx13XGYMQcdIIwEuqH3yySeeS7x48WIjl7hz584uElMINFeuXGnsWbuJgAiIQOwQkFAcO2ulkYqACIiACIiACIiACIhAiglQxI6sVJxxc+fOtauuusodxcpKTTFCbSgCqSawb98+mz9/vgvFxE9ccsklduutt1rNmjWtcOHCqe5PO2QOAQqArly50qZOnWqvvvqq/e9//3OR/+abb7a6detmziB0FBEQARGIAgISiqNgETQEERABERABERABERABEYg0AZyNn376qb355ps2ZMgQFzuuvfZaa9y4sZ144omRPlyq+kOEOeqoo+RsThU1bXw4AomLkB1um8z6HKEYNyoi8fDhw61BgwbWs2dPq1OnjhUpUiSzhqHjpIIAIjFRPUOHDvVs4q+++srq1avnRQhr1Khh3IWhJgIiIALxQkBCcbystOYpAiIgAiIgAiIgAiIQVwT+/vtv27Vrl73xxhv26KOPWqlSpax9+/Z2/fXXW8mSJTOUBcIdYvCBAwf8wS3cOJx///13O+GEE1yoPvbYYy1nzpw+Drbnu2+//dYQuCn6RdEoCWsZukwx2TnnFDmynCd58uTxcyR8HkXDhIgvoIAkQvGwYcPsoosusrArNasv0EQDn2gcw/bt2+2jjz6yfv362bJly6xSpUpeCPS2225L+BsVjePWmERABEQgIwhIKM4IqupTBERABERABERABERABKKEwMiRI61Hjx6Gaw43cd++fa1ChQoZOjrEPETqjRs3GvnI33zzjWd/btu2zbp162ZXXHGFnXrqqZY7d24fx2+//WYrVqywZ5991j777DMXsm+66Sbr2rVrho5TnccegXXr1rkQS5Zs2bJljfPkmGOOiZqJhHNuEYq5SFO7dm0fI87iokWLRs04NZD/R2DGjBk2ePBgo/Dn0Ucfbffdd5+1bNnSiOlREwEREIF4IyChON5WXPMVAREQAREQAREQARGIKwKzZs2yO+64w9avX+/Cx6BBg6xWrVoZyuDXX3+1TZs22apVq2z58uX+IAaD1qtXL3dY4nDGEUrjtm/Geeedd7rzmM8ovvfkk08qngIYcdxwxu/YscO2bt3qjnMuJHz55Zd+8aF+/fr23HPPGe70aGlcJFm9erVngw8cONCziW+44QbPKi5WrFi0DFPjCAhwp8MXX3xhI0aMMC6oca4h7N9///1efFDF63SaiIAIxCMBCcXxuOqaswiIgAiIgAiIgAiIQNwQQKh96aWX7N1337W8efN6ZnHz5s0zdP47d+50YXrt2rWe1/r+++97tESOHDlchOnevfshjmIcxwjFzz//vIuBDO7uu++2xx57zB1+GTpYdR7VBH7++WdbtGiRTZ8+3T744AMXjTmPyI3t0KGDu9CjTSj+/PPPXSgeMGCAnXvuuR730rRpUzv55JOjmnW8DY47HMhvnzhxol98aNWqlXXq1MkaNWpkhQoVijccmq8IiIAIOAEJxToRREAEREAEREAEREAERCAbEyD6Yfz48Z6XioCLS7dNmzaeAUxBuYxo5MeSScxt+HPnzvVbuX/55RfP+3zggQcMoRjRLHH0BAWkJkyY4E5ksokvu+wyQ1zLqPxZXMzkIiMyIgqpYFVGnAnp6xNnLu5hoklwpM+bN8+dxGRak2ONqBdtjuKDBw8a8RijRo2yF1980c455xw/37k4Q9yKWnQQIJd45syZ1r9/f9uyZYudfvrpHtGDWKxs9OhYI41CBEQgawhIKM4a7jqqCIiACIiACIiACIiACGQKgR9//NELNeHWJdf1uuuu86J23GIdFmozciBEBbRo0cKjAxB9H3zwQbv22mtdqE58aze37CMGUqiMLFeE5OOPPz5DhoaATR7pDz/84ELeGWec4ePJkIOp0zQTQMgjGoDIBi5yUGjs448/NpygiPsdO3aMOkcxcQZcnEEo5jcXLozWunVrO+2009LMQjtGjgAXiPj9c2GKOy0Qia+66io/n/hboCYCIiAC8UxAQnE8r77mLgIiIAIiIAIiIAIikO0JkLtJvutdd91lkyZN8tuqcWJy2z5RFBndyCnGpYe4h1D88MMPu1CMGJxYKMYlihOZonsI2DwyyvFMfnLv3r19TOSR1qlTx8XIjGah/lNHAFf6vn37LF++fO76nD9/vlEkjgseOIoR9yiAGE3REwjFnF9k3j799NNWvnx5u/rqq61t27ZepDF1BLR1pAns3bvXM6Q5b3Co58+f37p06WK33367okEiDVv9iYAIxCQBCcUxuWwatAiIgAiIgAiIgAiIgAiknADiFULxa6+95q5GRGIiIBDgMrrhEm7ZsmWCoxihGFfzSSeddIhQnNHjCPeP25Os2z59+hjiNAXHLrnkEjvuuOPCm+g5CgmQVTx79mx7/fXX7cMPP4xaofh///ufX4BAKO7bt6+VKVPGhcgrrrjCnatRiDZuhsTvnYsM06ZN8/OICxHt27e3bt26+QU0QLANGdhqIiACIhCvBCQUx+vKa94iIAIiIAIiIAIiIAJxRYC8VIRi8jjJSx08eLCdcMIJGc6AnFkcxbiacRQ/8sgj7ijOCqGYWIs33njDXnnlFS+ax23muD4bNGiQYTEXGQ44Tg7w/fffuwOU9aO4XbQ6inHw79ixw6MnuChSqlQpdz7j4i9dunScrFb0TZN14WLDiBEjvKAnmehVq1a1p556ymrVqhVVrvToo6cRiYAIxBMBCcXxtNqaqwiIgAiIgAiIgAiIQNwSIIsTkWTq1Kl29tln20svvWTnnnuuHXPMMalmkth1h/j67bffepYsz4gxxEfg0K1Ro4ZRNO6hhx4yspKPJBTTD/EUOH7pp3Llyi7gcGt4Uoffnj177Ouvv/bsZXKGEYEYEw5pIi0oRlW4cGGrUKGC307Od2QlT5w40QtYEYfBGNmucePGhmB84oknWokSJdz1yfujjz7auZBnynhWrFjh4yPfmIJlzIWcXPJNq1Sp4oJg0ggEjvHrr7+6cLh582YvzIZweOmll/p4me/GjRu9f/ggfnLsmjVr+lj+a2HYZ/369V7gDc4UDCROBAY4WXkwJ8aVlGG4b0RNRDPGB0vmG+ZYsmRJK1u2rM8tvH1WPceSULxr1y6PniDWhAJ2ZCkTb8DaqmUegcR/p/gdvv/++17Uc+HChf6bvfzyy91NTAa2mgiIgAiIwP8RkFCsM0EEREAEREAEREAEREAE4oDAunXrbPr06Z7pmidPHs/kbNq0qZ155plpnj2C6cqVKz0KgFu6ERwpOsbt9wi1559/vgui3OqNAJlYKEbMJIOYXGLEZXJdialYsGCBLV261Dp37uxjxHnMfuFG33w/Z86chIJ0iLp8TuYxAnXx4sV9Xm3atHGxmXEyhscee8zFWgRcGqIqRfMKFizo4z3vvPPswgsvtHr16vlnCNAIxBwLdriiYcfnPOgH8Q/h9+KLL3aHYnisjGf79u1+vM8//9xveacfiggyDrJ3YQc3irQhfCPaX3TRRT53xpA0xznMAAHst99+c+7EMCA2ww/RF0EYZhUrVvQLAYj1rDFMEjf6QHBHNFu8eLEfPywWMweOfc455/h4ENMR08Jzox/mTh88ItHom7EfTtCOFaEYLnAleoK4F7hdeeWVLkgiuqtlDYHly5d7ccG5c+f6hZ5bb73Vc9r5bSTOSs+a0emoIiACIhA9BCQUR89aaCQiIAIiIAIiIAIiIAIikGEEEDYRJMnjRFhs3bq1de/e3RCL09J++uknQ3QZN26cC7y4YKtXr27lypVz8RCHK+IMYigu4bALl+iJG264wYVIxE0czgi/jAnxE6EZUblXr16GIxOnb2KBku8ffPBBF0kRojkmoiiiM+7at956y8gerVatml1zzTUeK4EYjVBOZME777zj+zJn+iafGFcwwvZpp53mwi/9cUz6I8OYTGOEVm5RRzRlW4RLxECYsm27du3sxhtv9HgBMqHZ97333vMCggjhYUEcYRlRmbkjrDMGHKi4lmn0XalSJWvWrJn3h2s5aVuzZo2NHz/eBd4DBw5YixYt7KyzznIRe+3atbZkyRJDnMaljSuYNeeRuCHKT5482YVwRG0K+jEW2CE+s26ItuyPuM38ENFpzI/tKAzG8RGLDyfwJj5mcq8RVlk7YlAQ7BHik+srVoRiWLDWnBu33Xabu9bJJyaXm8J2aplPgN/ohAkTPHKCi0P1gosw/FYvuOCCQ/62ZP7IdEQREAERiD4CEoqjb000IhEQAREQAREQAREQARHIEAI4ThEMEXgRRe+44w7r0aNHmo6F85fM4/nz5/v+vXv3NgQx4g5oCHuIskRe4FhFPENQTSoUT5kyxcVKhM0vvvjCnarsj1BMwT3Ey7BwiDiJ+Mx3uF+ff/55FzDDt47j4CVzmFxk9mOul112mYvUiM8I0f369bMBAwZwCBeIb7nlFnfeItAS0YBYiWhJ/4zt1Vdfdbct/SA8c7t6uD3zzDM2dOhQF7nr1q1r9913n4uqRDd8+eWXNmvWLBfCibpAtKVxHMR0WCBaIfAivCLMIhzjRqXhUkakJjoi3BD7EcoR5ynqRkOgv/7661304j0CPQLws88+62vAZ9dee627mHFP08LRCORUMx4Ed+bH2uF0xj1NH6wbxyQ+oWfPnnbTTTc5H8aIuI8LmgsGiL3MJy2NueMIZx7EjRwuuzqWhGLmhFAMMxzu4YsIRKGoZS4BLsAMGzbM/w5x8aZhw4Yu2tevX18FLDN3KXQ0ERCBWCEQXPFUEwEREAEREAEREAEREAERiAMCQYZtKBAzQ4EgSF5AKBCKQ4GAmaqZB87gUOD+DT366KOhQFgNBeJjKBBkQ4FD9ZB+ArEsFDhpQ2+//XYoiDHw4wViYiiIXQgFgm4ocLH69oErNRSIn6FAUA4FTl7fjrEFt4b754EImdBvIBKHbr/99lAgboYC8TIUCJqhIDM44XvmEkQphB5//PFQ4JgOBS7ChO/CL/iO/nkEDk/fJsjmDTHexMeaPXt2KHDQhgKROhQImaHAgRgKoiN8O/riuGPGjAkFbt4Q8woKY4UCUTkUCMx+qEBgdbaB+B0KivklHJOxB47iUOB8DgUiaygQZp0Hx2vfvn3CdkEMRigQvMPD9mfWLyjmFgpEad8uELlDgVgbCkT4Q7YLXMWhwFGd0FeTJk1CQT6rjwfegRs5FDijQ8Et96EnnnjCP088d9Zn9OjRoeC2/IQ+2rZtGwqE7xDrH2Qrh4ILA6FA2A0FYrf3A6O0PFiHIJs5dOedd4ZYX3gk1wIBPDR8+HBfk/A+gXAdCi4AJLd5ln4GS877IEokFAjfIcbJeaCWuQT4LfJ74TzmXOc3MWTIkIS/PZk7Gh1NBERABGKDALcJqYmACIiACIiACIiACIiACMQBAYRURELETcQ2nj/66KNQ4LRN8ewDN2kocBKHgtu2vQ8E0qAwnou6yXUSxD24qMvxEFQRahEiEWYTtyAa4hBxMzmhGBE4cPWGjj/+eH8gegfO1sTdhBhfEPkQClzHLiQf8mXw5qmnnkoQPwOHZyjILvZ9km5Hv0EBMh974OoNvfjiiy7KJt5u3rx5ocCt62JpEF8Ruueee0KItElbEPGRcEzE6UceeeRfwiGCZ5Bpm7AdY0OYTSwCB5ETLoAHRfh8XIhgyTUYPPzww6HApetibhCBEAqykEOI1wjLnTp1CgVO11Du3LlDffr0ceEX8T9wNIcC16WPbezYsaEgUzdhPEHhw1DgxnZxOyii5+sYxHaEAnd0KIjTcNGduaX2AVsE5759+7ownlj4Tzy3WBKKGTdCO0IxFwY4RwLHfOLp6HUGE+A3EBTvDAVO+VAQZxIqVaqU/5365ptvEo6c+OJIwod6IQIiIAJxTkDRE8H/Y1UTAREQAREQAREQAREQgXggwC3x3IodiFhGbELp0qXtqquu8mJb5PSmpBEBQFwD2cKB0GKBW9ajDcixDQTcf3VBMTjiGgIXqscTBE5kv/WbaAiyacONqIauXbt6DAWfUWwqnFEcjp6gL2IXyBvdsmWLRyVwWz9Zy8QjEOXAtkQikEdMMbZA4Awfwp+ffPJJj7TgDYWsAuHYC7YRwZC4EWNB1m/gxLVff/3VYwSIaCBDl3ETY0H8xsSJEz0vmCxhcoWJG0h6TKIfiKigUawuEIqNwnlJ84cDEd2/Y7tAcLVAxDVukQ+EYY/PmDFjhuc7k3lMVATr0KBBAzY/pJE5TIwHj8BV6RzIZc2fP78Xr+vYsaMX2iOyg/Uje5kMadaTxhyJKSHvmexo2tlnn+1xGMRcnHLKKT73QHTzrOLg39QJ8SC+cSr+w1hZt+CCgxHNQBZ0csXFYiV6Ijx1zgvO50CMd8bEvBAzopbxBIiZ4dwnNob4G84vMtn5rfN3R00EREAERODwBCQUH56NvhEBERABERABERABERCBbEkgcIvazTff7GInQiS5vknFzcNNnKJwCGCBQ9U3IbeWol0UPUOQSdrI3kWkCQvFQfSEC8WIn4mFYvoNHLxHFIrJ50UARkCloBu5uIFT0AU4Cq0hwlLcjobQiTBK5nDillKhmCJtCMSBe9YFVArMIWAiQpOBTEYvQjK5p2QnI3DCEhbhMYSPm1QoRixHKE46NnKFA1ey70aOMds1atTIheKtW7e6OP/QQw/5vBH4O3fu/K9jhY9JJjLF5niQk4uIT/4wwjdiNtnCiOuIxBwLwTYsFLMuzJ9jwoD3bIuY27JlS89NRqzmGOyXHqGYY9J/ED/hj7DYH55H+DnWhOLAqW4I8ly4gFngFnfBPjwfPWccAQo6BjElNmrUKL8gwt+rK6+80vOJk7sIkXEjUc8iIAIiEHsEJBTH3pppxCIgAiIgAiIgAiIgAiKQLgIInEHWr4udCJwUpcNZ+l8NUY99ET4RSGkUnMP5SwG35FpSR3F6hGIKq23atMmdgbiKcQ6GW5A/6qIqzlmcm8wruZZUKEYkR2BO7IZOKnxyXIrE4cZGKMZlu2HDBi9YhwAexCX48egHrjVq1Eg4NH1dd911CY5iBG3EXsab+JjsQHE+WOL8DmIfvABdEO/gBefgOGnSJC9wh8CMSBxkGluVKlUSjnWkF4wD4TeI5fB+EYpxXDMenLyJhWK2RYRHtOWZ9wi5FMODLcX+MrvFmlBMQUCEYrjiNL/33ntdaM9sbvF0PM5TzmvudqBgJb9TLiTh4G/atKmfw+G7E+KJi+YqAiIgAqkiEPwxVRMBERABERABERABERABEYgjAuTRPvjgg54tSwGywLkaCoRPL1R2JAy7du0KTZ48+ZDs2kB4PdIuno172mmnedYtGcVk4lI8LhDQDtkviJ74z4xidiDDlqxiip+R/xr848cfgSs1FNxWHgqEzFAgyoUCQdkzeQ85SPCG4m3hfShyFYhKIYrEHa5RkI9CcB06dAgFwmqoTp06oUAcDwW3tHuhrECw9YxixsI2y5YtO6SrQFwPJc4opkAe2cPJHfO5557zoluMj3xgcm7Zjj5mzpzp+cyBIB8Koh98/oFb+5BjHekN+cQUxyMfmXxiCsi1adMm9MEHHzhTcqo5VvgRuKRDgZs44cH35CUnXbcjHTOS38VaRjFcKWRHwUeKGaZmrSLJLZ764vykSCSFGgNBOERByMClHwou8MQTBs1VBERABNJFQI7iVMnq2lgEREAEREAEREAEREAEYp8ATtzPPvvMHay474hMCGcVBwW4DjtBcnuDAm4eiUA+LY0YiEB0Puw+kXQUhw8SCEI+fsb+8ccfG7EVRCGEG65XHNJBsT537oY/5zmxoxgnLY5iXLVJ3b1k9gaCtgWirj+CYmSeKUwm8MUXX+yO30CMNiIGBg4c6Lm+TZo0sd69e6fLURwU6HMXathRTJ9ERwTCo40ZM8YCod6dvjgkif0Iigomnt4RX3/66ae+/yuvvGIwxH0dFL2zQPw+4n5JvySWghiQoGCY98P3aXVq4tYmDqBo0aLuVOb8w8WctMWao3j27NmenU10B07z4GLMv87FpHPU+7QT4HwmDqd///7+N4GecN1369bNgmKLnhWd9t61pwiIgAjEDwEJxfGz1pqpCIiACIiACIiACIiACCQQIEaCGAgKPCHUUXCuX79+FrggE7ZJ+oLc37lz57roFRaK7777buNBMbjkxMLkhGIKohFfQDZtuKUkoziwyPjmHIfxU1AOQY48UkQixMtwI56BGAcKviWOxUgqFFPUD6EYMTZxI1Jizpw5LgLTN7nDgWPYYySIYSAeYvHixV7IjqJvCJyBkzHiQjF9ImLDffz48V7MD6GfjGPmR/5zShqC7FdffWXvvvuuXyBAWKeYIfNv27btf3bB/vDnXAmc5V7MjgKEnBN8npy4+5+dBhsgyMOubt26LqRSKC+5HNlYE4pZrxtuuMEzrsmB7tu37yEXEFLCRtuknAC/xSlTpnjEC+dj8+bNXajnYoiaCIiACIhAKggEf0TVREAEREAEREAEREAEREAE4pBAIDyGAiEllCdPnlCQdRsKxK1QUKDssCSCwmgeVRA49BLiGwIncigoMBcKxMtk9+OW+8TRE4FgFgoKxP0rwiAl0RNffPFFiDEHOcEJxwoySUMLFiwIBfm+oaBoWIgojeCfQ/4I3ISh5cuXhxh3uHH88PeBozgUCKchYhaSNqIDzj//fN8WPkGucChwFSdsRgQD8w6E6FAgdIYCMTcUFMyKWPREUGDOoyeIviB6gnkQqREI7D6mQoUKhYiqOBz38ECJkmCc3JLP85tvvumRCDAIiv2F4BGIveHND/scZBuHgoJsocCVHCK6hLEEAqjPm7EwrrQ8YFesWLFQIHp7PAPRIsm1WIueCJz3Ic6v4IKF/8aCbO/kpqXP0kkguGDj5yNRNMGFD//9B257P9cT/+7TeRjtLgIiIAJxQ4Crv2oiIAIiIAIiIAIiIAIiIAJxSGDt2rWhIHohFBR+87xf8mtXrVp1RBIIv+eee26C2FqzZk3vY/PmzcnuR2ZvYqGYjOLA+eviZ+IdUiIUkxV84403hiZOnOhiMwJquNHniBEjDhlbUEQsNG7cuBBicrglzSgOXIjJ5gUHxbAS5hjEIrhom1iURaBiPF27dvWMYoRiMooD93H4UP7MGNOSURwWisNjD2IuQowpKCiXMK6gmF0IARfhPWnjuIEr2jOYA9ewC92IzWQdI6iFxXLyc4NIC1+TpH3wPoiZCHHsXr16hch0RlhHqEcoRkgvUqSInzvk8ablQYYvmcvkPgfuc89LTm4cgaPY15eMZ8ZOxnKPHj3+UyhPrq/M+IyLF2RaI6KTa/3RRx9lxmHj7hicm8OGDXPWnBf8beJ3oiYCIiACIpA2AoqeCP7XRE0EREAEREAEREAEREAE4pEAcQJk7958882e6xkIW9azZ0+79tprD4tjy5Ytdtttt9mMGTMscH96Xi6xDIEA61msSXecP3++Z4USHUA8AZm43JIfuEgP2ZQYg0B0NaIqaIEw6dEKQYG6hFgDYhMC4dcCwdKzebmlP3AQJ/SzdetWC8Riz+ENBG8jT/jqq6/2SIhwpEZQ3Mruuece3ycQY+3xxx+3hg0bWiB4JvRDNvHgwYMtEM79M2IywjEPp59+esJ2L774oo0aNcqCInEeD0F2cSCgWuDOTtgm+Gea8wzELP+MvFoYEB2RNO7ihRdeMDKKibUIj405wCAQfj1mg7UKx34EIqv3Ezh9PTc5b968CceFxfTp0/1W/GrVqnlkRtWqVS24OGCBwOqxGWwcCJkWCL52xx13+PoF7umEPnhBlvWQIUM8B5oIDObHecI6sabEYDDH5GJHDunoMG8CZ7bnO5cvX95gC+vEkSTh3cL52KxL4Iz2cZNBS8Z04IwObxY1z4wxcLl63AdzI9YltVnQUTOZKB0If384x9944w2PZiESht8zsRMlSpSI0lFrWCIgAiIQ3QQkFEf3+mh0IiACIiACIiACIiACIpChBMj5RZwcO3asBbETLihSeAvBLrlGATMyeSdMmGCBS9I3QfCkaNQll1ziYh8CJn0Fbj/P+UVoDOIdfNvLLrvMKNBGITkegZvZP0eQpA8EXhqCKOMiszbcAgevvf322y5QI3oG7uKE/dkG4XvQoEEuFi9dutQzhRGcKW7HmGgvv/yyBTESnm+MeEw2M+M5++yzfbzwqFixolEoD0EZEZSMY4rHISjXqFHDM3SD+AUbPXq0ffjhh57Zi2DNcchfRtxFOKVAG/sjvsOMVrt2bRdbKUKH8Jq4BVESnvfMZ2XKlHFxmoziMAMyhhHkA1ewZ9+yHccNnMWGaA5LRFYyhMl85oFgfMUVV7i4TxYwmcIUsyPPle9prDXF/wJ3uJUsWdIzg/ft2+eZz+QzkwPNWrEN42FeCMQIdTCnpVUoDovMjI255M6dO9m+yIwmoxnmnCMcD6GYQoKJM6h9MFHwH4osIqpzIaZUqVJ+3pGFrRYZAmRbc26OHDnS/3Zx7vC7gzm/QzUREAEREIG0EZBQnDZu2ksEREAEREAEREAEREAEsgUBxL4gysGC+AELcnmN4k+4SxENE7tsw5PF7RrkxboYG8RIGI5QnMIUj8NpiqCKkIgwHNx+76IeDl22oyHYIkYiuCI8tmjRwsVGin/hwERYo3Xp0sVdxYi2iIi0WbNmubuVwlVBnIUhrCK8houfUaCN4nzTpk2zILLBhWYK7SUWMRGacRUH8QleSA1HbaNGjVxkwp2I8IlTOMjiddEX4Zj9GTdjQZANcn/dKYogy+tff/3VBWFETsRyxoS4i5MUlyPCO4xpMMJRjeBKMblwgw/bIQTTmB/COXyC2+n9M8aCMM1aIZiGW3h8CL70g4iLoA9nHNU4LHEw0/78809njMMZd27ihnDOmBBeEfoRkoOcV58LRQERvMNrwX6IvJFsidcpab+4toNIAXeO4mqn4eAOMpft1FNPTbp5lr/nQsWDDz5oQVSL83v11Ve9YF+WDyybDACHORd9+F3hsA/ywe2aa67xv1v8LVITAREQARFIGwEJxWnjpr1EQAREQAREQAREQAREIFsQINIA1ykOYZy2xBfgssWJi2s3uYYYiasTkQZ365o1axI2Q2hEqEFQRKhESEXgpSFk4pRFLCWCoXDhwu5+Xb9+vbsDEYsZDw2XMmIyt+vXr1/fcGPyPSIuQjFjIDIBJzDHCbJ07dtvv/XvEI5x7AaZwf+63R+nJ3EROKgZG43xEhdB3AMCebt27bwvxD2iM+iXhiBeuXJlFyaDrGB32SJYDR8+3IVptmF+zI2xIdhyPPoIHwsxFK4IynXr1rWgMKCF3bII1axFuCEWs13r1q29vzAv+sQRHBRMsyAbOrz5Ic8cAzG6TZs2HtURdlTDF7EYhqw5ESLMIbkW5oLQTF+Z7dSEOy5q5sh4cTZzASDcEPlxU8MQsRju0SIaB3nQ9thjj1lQxM6jQ15//XU/j8Nj13PaCfB74e9O//79Pf6ECzLcXcDvRCJx2rlqTxEQARGAgIRinQciIAIiIAIiIAIiIAIiIAK2cOFCz64lKxg37JNPPmlXXXVVQj5wUkQItYiaOFsnTZrkAh4CJI5cxGbEW6IBEG0RdBByccaSZ4wYi8MVIZDM4aDgncc+4FamIabiZCUvFwcvwnWnTp3c5Tt06FAj9gGXMq5lXLAIhbiJeSCEIhLjxsUBnFQ4CoreGW5PIguIzuAYPBBlb731Vj8WIjd9k8OLILsgcEbTN9uRfYpjGOc1D+I1yBxmW+YeFpsRtnElEzmBYBzO3WUbnMeI4AibPOPcJWs3KErnebvMHxbEP8CsZcuW7gpmnjTYENUBe0R43L9hdvRdKog66Nixo4vMjCe5xj4I/MSCIBaznowNfrxGqIf9pZde6gIcomxmN9y4rBGiK+clmci4mJkj4yRuAPGcyA0uPnC+EpERDY2x9+3b1x3gsCNHl+gStfQR4Nzn7w0XOTj3y5Yt6791ROLEDv30HUV7i4AIiED8EpBQHL9rr5mLgAiIgAiIgAiIgAiIQAIBRFtcj5MnT3bxk1u5Ed5wvSaOG0jYIXhBTigOT0RbHLMIonyGMEaxOly3CMTESSDuIcbyHe5WHuEcXCIViMBIHD2AWMl7ohso5kacBREPiIUImgijiEb0wTFpCNQIw4jHiIeMGxdw4ka/HA+Bl7xeBFPGwvaIwOG4DY5B/wjEzJH5IfbSN9nCzINnxg07tmOuCJc4pxkH+3MMRM3wOMJxDcyLPtiOMSC6MzaEdeYdFmwZG2Oiz/A60Af7MC7EZSIwEOlpCLyMEV68TlzgLjEH+mAf1o4HfRFXwRzYj/3hTl8cO/HaJO4nI1+HIzRYr/A6M47wWHhmTRDwKWjHORctecVEZTzzzDOe0c26EZFBVIZa2gnw+yeXmLsKuLDFecoFkd69e/vfmrT3rD1FQAREQATCBCQUh0noWQREQAREQAREQAREQATimACiJi5IcmuJZUDUxcl6++23uzs4JWgQOnng9EzcwgJo4s8i9Zq+cf8iiCK+hkXElPaPABkWYFO6T1Zth7h7uPkh8NIOJwz/15jhGBb6jyQw/1c/+v7/COD4fuGFF4w4EcTsESNGuMNbfNJGgPOTGA8uZMGSc5ULWTyIpqEd6feRtqNqLxEQARGIPwISiuNvzTVjERABERABERABERABETgsAW6R55Z5HK5EN7z00ksekZASARKhhpZUzMxIAYe+w/0nPe5hJ5noi/C+iT6KyZfMg5YWBuwX5hjuI639sL+auYueYmtEl+BOJyakSZMmQpMGAtw9QC4xAvFbQZQLdxUQ2cLfpmrVqqWhR+0iAiIgAiJwOAISig9HRp+LgAiIgAiIgAiIgAiIQBwSILd2zJgxnqlKpEH37t09Hzjs2otDJJqyCKSaAJnKr732mmfp4loni7tp06ap7kc7mEejTJ061YtGUsiRQpFE43Tt2vVfGeTiJQIiIAIikD4CEorTx097i4AIiIAIiIAIiIAIiEC2IkDe71dffWX33nuv3zZPPu51113nBduSRkpkq4lrMiIQQQLr169PiHEhYxmhuFmzZhE8Qnx0hZt48eLF1q9fP88lxvl+3333eaFMcsXJ9FYTAREQARGIHAEJxZFjqZ5EQAREQAREQAREQAREIFsQIK8YNyS3y1OI7qKLLrK7777batWq5QXcssUkNQkRyEACGzZssGHDhtmoUaM8Q5tnMr/VUkeAonUTJkywkSNHunsYV/bVV1/truLU9aStRUAEREAEUkJAQnFKKGkbERABERABERABERABEYgzAkuXLrVJkybZ66+/7gXSWrVqZV26dHHROM5QaLoikGoCX3/9tWfqDh8+3H788Ud7++23rW3btqnuJ5532LRpkw0aNMjeffdd+/bbbz3juUePHlazZk1FTsTziaG5i4AIZCgBCcUZiledi4AIiIAIiIAIiIAIiEDsEvjoo4+sV69etmrVKsuXL5+7iq+//no76aST7KijjordiWnkIpDBBBA2ceQjEG/fvt2GDh1qHTp0yOCjZp/uv/nmG5sxY4YNGDDAEIwRh6+55hq76qqrFDeRfZZZMxEBEYhCAhKKo3BRNCQREAEREAEREAEREAERiAYCFLN766233Bn52Wef2TnnnOOu4k6dOlnRokWjYYgagwhEJYHNmzfb+PHj7c0337QtW7Z4XjEip9p/E/jll1/snXfecaGdi1UlSpSwu+66yxo3buyv/7sHbSECIiACIpBWAhKK00pO+4mACIiACIiACIiACIhANifw999/G6INWatPPPGE/f7771apUiUvLNWwYUO5irP5+mt6aSeAOIzYOWTIEI9NIPMboRgnfo4cOdLecTbfc/fu3X4Hw8CBA23KlClWuHBha9eunT399NNWoECBbD57TU8EREAEsp6AhOKsXwONQAREQAREQAREQAREQASimsCyZcu8mBQOSfJWySvu3LmzXX755VE9bg1OBLKKwLZt2zxbd/DgwfbVV1/Zyy+/7L+ZvHnzSig+wqKsWLHCXdgTJ070vzU33nijc6tdu/YR9tJXIiACIiACkSIgoThSJNWPCIiACIiACIiACIiACGRTAjiJV69ebf3793fxC7GrTZs29vDDD1vp0qWz6aw1LRFIO4Hvv//epk+f7sUgv/zyS3fh4yjOnz+/5cyZM+0dZ9M9//nnH9u6datNnTrVcF8jtJcrV8769u1rl156qZhl03XXtERABKKPgITi6FsTjUgEREAEREAEREAEREAEoo7Avn37bNSoUZ4bunjxYjv11FM9rxjB+Kyzzoq68WpAIpCVBHbs2GGzZs1y0ZN87+eee86jJwoVKiTRM5mFOXDggBf+owDgwoUL7fzzz/fidU2bNvW/Ncnsoo9EQAREQAQygICE4gyAqi5FQAREQAREQAREQAREIDsS+Oabb+yDDz6wl156yd1/lStXtmuvvdauvPJKO/7447PjlDUnEUgTgZ07d9q8efNswIABtnLlSnvqqadcKCZzl5xitf9H4I8//rBPPvnEXnzxRVuyZIkdc8wxfhGqe/fudtppp4nX/0OlVyIgAiKQ4QQkFGc4Yh1ABERABERABERABERABLIPge3bt9uDDz7ohaYoPNWyZUu77rrr3AGICKYmAiJg9tNPP9mHH37ocS1kfPfp08ezdk866SQJn0lOkAULFtiECRP8boVcuXJZhw4d/FGnTp0kW+qtCIiACIhARhOQUJzRhNW/CIiACIiACIiACIiACGQjAn///bctXbrUhg8fbhTqypcvnzVu3NjuvPNOU8GpbLTQmkq6COzatcs+/vhjd8kS1fLoo4+6UFy8eHFDDFUzO3jwoH399df+d2Ty5MnGhaf69evbfffdZ1WqVHFnsTiJgAiIgAhkLgEJxZnLW0cTAREQAREQAREQAREQgWxBgPzVhx56yJYvX24Ut3vggQesffv2VqZMGQlh2WKFNYn0EED05LfxwgsvGI5ZXPidO3f2KAUJxf9HFpF45syZXvBv7dq1fqGpa9eudv3116cHvfYVAREQARFIBwEJxemAp11FQAREQAREQAREQAREIF4J/Pjjj7Zo0SJ7+eWX/Rb7U045xTp16uSCWIECBeIVi+YtAk5gz549tmrVKi9iN3v2bHfJXnXVVXb66adb7ty545pSKBQy+Lz//vvuJiaXuEiRIvb0009b8+bNlXce12eHJi8CIpDVBCQUZ/UK6PgiIAIiIAIiIAIiIAIiEKMEuL3+jTfesCFDhhiF7ipWrOiCWIMGDezkk0+O0Vlp2CKQfgK///67rVmzxsXPGTNmeDQLjuKyZcvGvVBM8TpiOUaPHm1jx451kfjSSy+1e+65x0qXLp1++OpBBERABEQgzQQkFKcZnXYUAREQAREQAREQAREQARFYuXKlvfvuuy4Wf//9954t2qNHDy9wJzoiEK8EEEO//PJLe/LJJ/330bt3b8NRXKFCBcuTJ0+8YvF5f/vtt/bSSy95Qcxt27bZNddcYzfddJNfaMqfP39cs9HkRUAERCCrCUgozuoV0PFFQAREQAREQAREQAREIIYJ7N+/3z7//HN77bXXPG+USIoLLrjA81i5jfykk06K4dlp6CKQNgL79u2zDRs2WJ8+fVwQveWWW1woPuuss+JaKCaXePr06f734qeffrKqVavatddea61atbKjjz46bbC1lwiIgAiIQMQISCiOGEp1JAIiIAIiIAIiIAIiIALxSeB///uf541OmDDBpk2bZgcOHHAB6K677rJmzZpJAIrP0yKuZ80FFJyzjz/+uPG7wGWPo7hKlSpe/DEe4eCyJm5i3LhxnmteqVIl69mzpzVq1MhKlCgRj0g0ZxEQARGIOgISiqNuSTQgERABERABERABERABEYg9AjgoFy9e7JnFCxcutF9++cVq165t7dq1s+7du9sxxxwTe5PSiEUgjQQOHjxoW7dutUcffdTGjBnjUSwIxdWrV49LoZi/BxSte+WVV/zvBMUv27Zt60Jx8eLF00hZu4mACIiACESagITiSBNVfyIgAiIgAiIgAiIgAiIQRwRCoZDlyJHDZ0wBLwp34RicPXu2O4tr1aplt99+u8dRFC5cOI7IaKrxTACX/fbt2+2hhx6yESNGWLdu3dxRzO8h3iIW/vrrL1u0aJH/XZg8ebLhtiZuon379nb++efH82miuYuACIhA1BGQUBx1S6IBiYAIiIAIiIAIiIAIiEDsEkA4prjdm2++afPmzXNRqGbNmi6UXX311bE7MY1cBFJB4J9//jHyuh944AEbNmyYde3a1YXiOnXqxJW7nhgacokRy/mb8Ntvv/lFI4rZET2hJgIiIAIiEF0EJBRH13poNCIgAiIgAiIgAiIgAiIQkwQSO4t37drlDsKhQ4f6M7fh16tXz8Wyhg0bWpEiRWJyjhq0CKSGAJm85HQPHDjQiztyoaRBgwYp7iLxbyrFO0XZhlu2bDFcxAjFq1evtrp16xocOnToEHfO6ihbGg1HBERABJIlIKE4WSz6UAREQAREQAREQAREQAREID0EcFQiDo0dO9YWLFhgRx11lNWoUcN69+5tzZs3T0/X2lcEsowA4u3ff//9r+PzebiFo1j27Nlj999/vw0ePNjzeK+88kqrX7++HXfcce60D2+feF8+47eSO3duy5kzZ3iTmHtmTkTREDmBe5jnXLlyWZ8+fTyzvECBAgmRNTE3OQ1YBERABLIxAQnF2XhxNTUREAEREAEREAEREAERyEoCu3fvNgrbvfrqq7Z8+XIjtxVHMQXueMRbVmtWroWOHRkCxEngkkXI5UH+Lg/O7fBrhGTe7927195++22bPn26nXfeeUY+cXHRX7UAAEAASURBVLly5byYHcUfw9vzjOue/fLkyWOnn366XXbZZXbiiSdGZtBZ1MusWbO8kN/48eN9Lm3atLGOHTs6iywakg4rAiIgAiLwHwQkFP8HIH0tAiIgAiIgAiIgAiIgAiKQdgJkko4ZM8YmTJhgixcvdnGYnNZbbrnFC1kVKlQo7Z1rTxHIZAIIxevXr7d169Z5sToOn1gkDou/fEbRtlWrVvn2RYsWteLFixvnO45jsnvZNrzvn3/+abhwy5Qp4zEtFL87+eSTM3l2kTvc5s2b7ZVXXrFp06bZjh07XPjmboLKlStb/vz5I3cg9SQCIiACIhBRAhKKI4pTnYmACIiACIiACIiACIiACCQlgFty0qRJ9tprr9nKlStdEKPAXadOnfw29Fi+xT7pXPU++xPYuXOn3XPPPR6tki9fPo9UQOQNR0iEX/PMuY8gTJwEj/C5Ht42TAvhmO87d+7svwt+H8QzxGL76quv7L333rNBgwbZ999/73cRELvRtm1bd2HH4pw0ZhEQARGIFwISiuNlpTVPERABERABERABERABEchkAohh4bzW7du328yZM43b0JcuXeqOSsSwLl26eG5rqVKlMnl0OpwIpI0A4i9C8euvv35I1nDaejt0r4cffth69uxphQsXduH40G8z7x2xGbRjjz02xQfl9/7zzz/73QMjR460zz77zEqXLm133nmnNWrUKKYd0imGoA1FQAREIMYJSCiO8QXU8EVABERABERABERABEQgVgggJFHcjiiK+fPne4brmWee6TEUZJcWLFgwwXEZK3PSOOOPAOcx5zDnMhncxKtEouFOJs/76quvjkR3ae6D+W3cuNFF8LJly9oxxxyTor527dplH3/8sQvo5DKXKFHCrrjiCrvvvvvs+OOPT1Ef2kgEREAERCBrCUgozlr+OroIiIAIiIAIiIAIiIAIxBUBxKRPPvnEJk6caHPnzjWyTCtUqGAtWrTw2+4rVaoUVzw02dgksHr1as/fJU6F3OL0NkRizv1HHnnEmjVrlt7u0rU/RfWmTJniRfuqVq3q4zrppJO8T0Tk8F0CiQ9CvAZ3CgwdOtTeffdd++WXX9xJ3LVrV98/uX0S76/XIiACIiAC0UFAQnF0rINGIQIiIAIiIAIiIAIiIAJxQ+Cff/6xefPm2TvvvOOCFLEUFPvq1auXi2QU9ErNLe9xA04TjRoCe/bscVc8blmK26W3lSxZ0uMZunfvbrVq1Upvd+naH6H46aeftkWLFhmOf4pP1qtXz4oUKZKsSExBPnKJp06d6m5iLgZVqVLFnnzySatbt266xqKdRUAEREAEMpeAhOLM5a2jiYAIiIAIiIAIiIAIiIAIBATIef3yyy9t9uzZXhTs888/t0KFCtlll11mN998swtNKb3lXUBFICsIII727t3bBWPOZy6ApLWde+65hvv20ksvtTPOOCOt3URkP1zDN910k7311ltefI6xtWrVytq0aeNxEkkP8vvvv7uTmDiO5cuXuzjMbxiROOxETrqP3ouACIiACEQnAQnF0bkuGpUIiIAIiIAIiIAIiIAIZEsCiW9dx7mI2IazGDcikRSIxeSaNm3a1GrXri2hKVueBdljUhRue/bZZ+29996zDRs2GOdzWtvFF19sDzzwgBH1wG8gK9uWLVvc3T9t2jQfBhdsqlev7hdxGjZsaOXLl7f8+fP7dziriZzo16+frVixwrOIyVi+/vrr7cQTT0zWgZyVc9OxRUAEREAEjkxAQvGR+ehbERABERABERABERABERCBDCawY8cOv80d0W3lypV+NJzFOCxxJSI4qYlAtBFAJJ0xY4ZNmDDBI1TSIxR36NDB+vfvn+UXRn744QcvSPfcc8+5ABxmTsYw8Rj8Hm+44QaPx+AzcsZHjRrlmePExXTr1s3dx9WqVQvvqmcREAEREIEYIiChOIYWS0MVAREQAREQAREQAREQgexKgJzihQsX2qRJk/xx9NFHuxh1+eWXe3YrWalqIhBNBCjgxnlLAbc+ffqkaWg5c+a0ggULuvhKH7lz505TP5Ha6dNPP7XJkyfb2LFjbePGjYd0y1hPPfVUq1Gjhj+IyJg5c6ZNnz7dDhw44CLyXXfdZWeffbblzZv3kH31RgREQAREIDYISCiOjXXSKEVABERABERABERABEQg2xOgKNasWbPshRdesMWLF3uO8YUXXmgtWrRIyEc96qijsj0HTTC2CIwYMcJuueUWw2Gc2kaEw1lnneXu+RtvvDG1u0d8exzSr776qruJidY4XCtbtqydc845fgfA5s2bvQhlx44dPTYGQVlNBERABEQgNglIKI7NddOoRUAEREAEREAEREAERCBbEkBsW7dunQ0bNszGjRtnf/75pxfQql+/vrVv394uueSSbDlvTSp2CeCEf+qppzyjd9euXamayAknnOAXQtq1a+e53KnaOQM2poDdfffdZ0RQHKnlyZPHc4opZFeqVCl75ZVXrEmTJkfaRd+JgAiIgAjEAAEJxTGwSBqiCIiACIiACIiACIiACMQbgXnz5tn48eON523btvnt+RT8QlA799xz/RZ4ORfj7ayIzvlSyI6oBmJT1qxZk6pBnnzyyda7d2935FaoUCFV+0Z64/3793txvkceeSRVXZcpU8aeeOIJL3YXLnKXqg60sQiIgAiIQNQQkFAcNUuhgYiACIiACIiACIiACIiACCQmgKtx+PDhXihs+fLlRrGwcuXKWc+ePa1169Z2yimnGAW11EQgKwn88ssv7iZ+6aWX7IMPPkjVUBBZKWJXr149d+imaucIbrx3714Xud944w3DVZyaRp54zZo1jTxxClAWKlQoNbtrWxEQAREQgSgiIKE4ihZDQxEBERABERABERABERABETiUAG7NJUuWuLMYd/F3331nlStXNtzFDRs2tGrVqlmxYsUO3UnvRCCTCezcudML2r3++ut+QeO/Ds8FjlAoZBdccIFnAlMALivbjh07bNq0aQku/tSMhbkgDleqVMkLTyJ64/ovUKBAarrRtiIgAiIgAlFAQEJxFCyChiACIiACIiACIiACIiACInB4AgcPHrRVq1bZmDFj/Bb/H3/80Y499lhr3ry5tWzZ0sWp448/Xu7iwyPUN5lAAEcxWb3ff/+9HThw4IhHpCgj+cTk+pJvTARFVraNGzfaiy++aLNnz7avv/46zUM58cQTrVWrVl7UjiJ9vJfrP804taMIiIAIZDoBCcWZjlwHFAEREAEREAEREAEREAERSC0Bitpt2bLFiKAYMmSIffzxx5YvXz4rW7asXXTRRdaxY0erUaNGarvV9iIQMQLvvfeejRo1yubMmWM///zzEftFKMYNz4WO6667zooUKXLE7TP6S7KVGcfKlStT5Ig+3HjIDcddTETMlVde6UJ4+fLlD7e5PhcBERABEYgyAhKKo2xBNBwREAEREAEREAEREAEREIHDE9izZ4+NGzfOc4sRtciHRWTr0KGD5xYjSuFiVKG7wzPUNxlDYP369TZz5kx35nJR40iN85PCjFdccYVHqBQsWPBIm2f4d9OnT7drr73WiKCIVKtdu7ZdeumlPj9+l7j+1URABERABKKbgITi6F4fjU4EREAEREAEREAEREAERCARgX/++ccdj19++aWNGDHCi4fxOleuXO4o7tGjhzVo0MCKFy+eaC+9FIGMJ/C///3Pli1bZjfeeKOtXbv2iAfEUXzXXXdZ586djYJ2efPmPeL2GfUlY960aZO98847HoHx66+/RvRQRYsWtUsuucQv5CAaq4mACIiACEQ3AQnF0b0+Gp0IiIAIiIAIiIAIiIAIiEAyBBCMV6xYYYsWLbL58+fbggUL7I8//vAYCoTiunXrWtWqVf02+GR210cikCEEtm3bZr179zYcuvv37/eCdckdiEJvzz//vHXt2jXLRGLGRZYyURmTJk1ypz4RL5FoRx99tAvgFLW78MILDXcxxe7UREAEREAEopuAhOLoXh+NTgREQAREQAREQAREQARE4AgEcECSWzx48GB79913jcJ3xYoVs2bNmln79u2tfv367jZWQa0jQNRXESNANMprr73mDt3Vq1cbjt3k2hlnnGEvv/yyNW3aNLmvM+0zhOHXX3/dJk6c6AUj/6sI338NLHFGMdEauIkRiBUF81/k9L0IiIAIRAcBCcXRsQ4ahQiIgAiIgAiIgAiIgAiIQBoJ7N6928iHxVn85ptv2tdff+15qBUrVnRncatWrdxdTDyFmghkJAFcxJyHEyZMsJEjR9pff/31r8MRx3D++efbPffcY7Vq1frX95n5AePt2bOnjR071hCNQ6FQmg9PnEbNmjWtcePGfoGmVKlSnh9+zDHHpLlP7SgCIiACIpC5BCQUZy5vHU0EREAEREAEREAEREAERCCDCGzdutWGDh1qs2fPtg0bNhhuY0S5K6+80gtqlStXzrOL8+XLl0EjULfxTgAHMQXhEIoff/xxw2GctJ199tleeJECjGeeeWbSrzP1Pb+Z7t27e/xEWg9MzATF+CpXrmxNmjSx5s2bZ/m80joX7ScCIiAC8U5AQnG8nwGavwiIgAiIgAiIgAiIgAhkEwJ///235xR/+umnnhFLFAWF7nA6Isg1bNjQBbp69eplkxlrGtFKYObMmdarVy+/YJF0jJyHFLwju5cLGVnVfvzxR/voo4+sT58+RkxGWlqePHmsfPny1rZtW3cRV6hQwQoXLqyoibTA1D4iIAIiEAUEJBRHwSJoCCIgAiIgAiIgAiIgAiIgApEjQM4qwteSJUts8eLF/iCe4uSTT/Zb/il2V6VKFStbtqwdd9xxkTuwehKB/5/AmjVr3FGMEPvDDz8cwqVTp0726KOPWsmSJS137tyHfJeZb/iNTJ061UaMGGHffvttqg7NxRcE4vPOO88L1RGlgWNfMROpwqiNRUAERCDqCEgojrol0YBEQAREQAREQAREQAREQAQiQYAYACIohg0bZh988IG/5jOK3VFoq2XLlp4Rmz9//kgcTn2IQAKBLVu22OTJkz2CggsWidudd95pzz33XOKPsuQ1jnsyvRctWmQ///xzqsaAKIyLmEfVqlVTta82FgEREAERiF4CEoqjd200MhEQAREQAREQAREQAREQgXQSOHjwoBe3I44Cd+fcuXPtq6++shNPPNEzVatXr+6RFBdddJGRtaomApEgwAUJYk+ef/55d+zSZ968ee3000+33r172/XXXx+Jw6Srj4EDB9qTTz7pmcrEtiTXcuTIkVDgDvdzmTJlPDKjdu3a7ibGla/fTXLk9JkIiIAIxCYBCcWxuW4atQiIgAiIgAiIgAiIgAiIQCoIIIRxq/20adPs/fffd3fxn3/+aSeccIIX4KLgHbfSn3TSSXbsscemomdtGs8EQqGQcW79888/CQ948J5iigjF/fv3d0TEnBDRcMUVV1irVq0sV65c9tdffxlibPiRM2dOz/dN/EzMQ6Qb43vwwQftqaee+s+uGRu/E34fCMStW7e2c845x1QU8j/RaQMREAERiDkCEopjbsk0YBEQAREQAREQAREQAREQgbQQ2L9/v+3Zs8fzWKdMmWIUHPvss8+8K5yRZBc3bdrUGjduLJdkWgDH4T5//PGH/fbbb/b77797IUUuPuzbt88FYJ5nzZrlsSdbt261QoUKWZ06dTwf+4wzznChGBEWpy5F4XDm8kCAJQ6FCxYFChTwHO1IisWMGbczAvaoUaP+c9VOOeUUu/zyy+2yyy5zFzHjYryMXU0EREAERCB7EZBQnL3WU7MRAREQAREQAREQAREQARFIAYHly5fbwoULPY5i2bJlXnAMQaxmzZoeRYFjskSJEl4AL5IiXQqGpk2igABiaviB+MvrsAgcfs9nYYF47969LhBzMYIH0RO4hRGIKRSHuxhBmHOqcOHCLgRzXuEcxlmM8MqDeArEYorChQVjxGLEWcRjPkv8XXibsLCckuJ433//vYvXI0eO9N9AcrgZC+76UqVKubjNxZMaNWr4GJLbXp+JgAiIgAhkDwISirPHOmoWIiACIiACIiACIiACIiACqSSA0IeIR9ExRLPNmze7wIeQF77Fvn79+p4rm8qutXmMEiBK4pdffrFNmzbZd999Z4iqPHbs2GE7d+70x08//eTbIBiHXbXsF26JX4c/S81zuE/24TX9ISrjSObcRMAtWrSoFS9e3B9c4Dj11FOtZMmS/oyQfKT2xRdfGPnEuJ03btyYsGn4WHyAw75evXpGJAsXTYjNQNRWEwEREAERyN4EJBRn7/XV7ERABERABERABERABERABI5AIFzsbuXKlYbLeMWKFbZq1SoX5ipUqOAF78477zx3GvO+YMGCR+hNX8USAQTf7du3u5scIfiHH35wUZjPiSjBBcwzD0RhXMJhBzDOXZy/OH15hJ2+4fgIHLlsgxsYZ/H8+fN9/4svvtjPIWIpyAkm3zjsPuZcPHDggDuScSVzTB64lbmowff0FS48xzHC0RSIyGEhuVixYgkicvg1QjJjo3F+33zzzZ7ZzfESt5NPPtkdxHXr1nUHMbnEOucTE9JrERABEcjeBCQUZ+/11exEQAREQAREQAREQAREQARSSIDc1nnz5nnBuzVr1rhrlF1PP/10a9mypeEuxl2Jq5O4AB5q0U8AQTYssvKMCPvzzz/bV1995UUNv/76a3cQb9myxbZt2+YCLoIwQi8P1hmRFVctRd1w9BYpUsTPAz5DoEWw5ZE4HgIh9/jjj08oaofIe//99xsOYCIrGBciMWMKjyuxOMw25B+HRetdu3b5uH/88Uc/N/mOPsNCM69pjAdhmPO2dOnS7g7mIgfvcSFT0LFHjx4J53dY9EYQJqe7TZs27iamHzUREAEREIH4IiChOL7WW7MVAREQAREQAREQAREQARE4DAHclbt373YxDtflnDlzbMGCBS4eIgKS13rWWWd5sTsENcQ4tegngKC6du1aW79+vT8+//xzF4Zx6YYfxDvgCj7xxBM9l5q1RdANxzvwOcIpgjHCcVhADl8wIBoi8QOhmSgHtuf4b775pou63bt3d/EYcZfGcRGMw8+4hcNO47DbOPyMEBx+MG7OVeIwcEXzCMdk4IzmO8RnxokAzNy4wIFDGJEchzN9MX4+o8hekyZNrGLFih5rwVwTR2BE/yprhCIgAiIgApEgIKE4EhTVhwiIgAiIgAiIgAiIgAiIQLYiQE7tkiVLbNGiRR5JgciIoxPhrVatWkaEAO7iM844w4VFnKRq0UEAB25Y8Ec8JXua9duwYYN98803njeMiIo7GMcvrmBcwsQuIBDzTGQDOcB8zgOhNa0N4ZeLDojDnDc4jSPVOCdxGIfzkxGJw9nKxGnwPTwQh4m74DxFeOY1DUGbAo5Nmza19u3bu2gcqbGpHxEQAREQgdgjIKE49tZMIxYBERABERABERABERABEchgAjg8w7EAFDabOnWqzZgxw5YuXeqfIxzivsRZ3LZtW6tUqVK6xMQMnk7cdI8Ayhp98sknnjfNM5ESNNaUhrhfuXJlI47hzDPPtHLlylmJEiXccRt20YYdweHn8OfeQSr/gzCLWI1gTPwDLt5ItcRuZOYXniPxGojHnLvr1q1zoZxoFSJVEI7Djfnhkq9Ro4YXcLzgggucT/h7PYuACIiACMQXAQnF8bXemq0IiIAIiIAIiIAIiIAIiEAqCSDGIbIRX/DZZ5+505jXRArgNsWRWbVqVXcYn3vuuR5ZkMpDaPN0EMBFS94wWcM8s1a4h4ljQDjFNUxWLyIt8SGIwriGw25h8oaPOeaYdIzgyLsyBqIiaDh60yM6H/lI//4WZzWOY/KOYUMEBk7jMmXKuOsaxzXnMREZJUuWdJEYAR0xvWzZsi6iZySbf49Yn4iACIiACGQlAQnFWUlfxxYBERABERABERABERABEYgpArgxZ8+e7QXBPvroI/v22299/IiOtWvXttatW3veK+IjrmNya3FtqkWOAMIrbm8Kv/3000/uHF64cKF9+OGHHi1B9i7bkCuNcF+9enWrUqWKv8ZBHK+Nc3fIkCFeXA8uCOkrVqzwCx84j3E+c1GETGOYXXTRRVa3bl0XjYnnyJs3r5/LmSl0x+taad4iIAIikFUEJBRnFXkdVwREQAREQAREQAREQAREICYJkF9MDiwOVsTid99916MFECdxquLIrFatmgvGuI0pIqYWOQI4YJctW2aIw2RII3LyGQIxRecQhXF4Ey9B5jCiPaIxBdoQO+OxcUED9zCCLxxwNhNPEc5yJruZAo48cGPzHU5iLoDAE9GYWArObS5+qImACIiACGRPAhKKs+e6alYiIAIiIAIiIAIiIAIiIAIZTAAHJlEUCMXLly93gW3btm3uyiTigNxXBLby5ct7HAXF03BrSmhL/cLgICZzd+vWrR4tgUBMFjFxCvCEN1nDiMO4Zc877zyPTkj9kbLnHkSlcIGDCxfJieW4sxGJV69ebZ9++ql98cUX7s6mCB7nLGJxnTp13GkM51NOOcVF5+xJS7MSAREQgfglIKE4ftdeMxcBERABERABERABERABEUgHARzEiMUHDhxwt+bnn39us2bNcpcrrky+O/bYY13ARKBr3Lixi8fFixdPx1Hjc1ccsRQU5IFADHMcr2QPE/lBRALCPA5iWu7cuSNaNC7WqSO0EysBl+SiIziXDx486JEdiMbkPMN5/vz5LhwTU0GDb9OmTa1Zs2bWqFEjFXCM9RND4xcBERCBJAQkFCcBorciIAIiIAIiIAIiIAIiIAIikBYCFA1bt26dIRgjtPGM45VCYmFX5tlnn20VK1Z08RiRMzNEY0TA5MTBtMwxM/fZu3evx3usWbPGoyYQLhHgETQrVark8RJEfPCa4my4XNUiQ2Dfvn0ep8L5i2ueLGPcxmRCE0cB8/PPP98jVniNo1tNBERABEQg9glIKI79NdQMREAEREAEREAEREAEREAEoowAt+wjbL7//vteZA3BDYcxt/2fdtppVq9ePXdk1qpVywVOxFwiFDJS0A0XecuVK1fUF9hDDP7kk0/coT1hwgRbv369r3DJkiU9/gBXK1EIxCCoZSwB8p+56EERx3nz5rlwzGdHH320NWzY0As4XnLJJX5ex+pFiYwlqN5FQAREIHYISCiOnbXSSEVABERABERABERABERABGKIAJmwZBZT+A6nMYXvcGVu2bLFIylOP/10d8LiMiY2gWzdjHQYjxw50h2h7du3j2r3bTjCA1GSvNwffvjBIw8Q18l8hlOxYsWMzOc8efLE0BkRu0PFFc/FDwo4fvzxx15IkIKCNM7jCy+80Bo0aOAXQCgoqCYCIiACIhCbBCQUx+a6adQiIAIiIAIiIAIiIAIiIAIxRGDXrl3uLP7www89RmHz5s22e/du279/v5UoUcIFtgsuuMDjFBDaChUq5HEVOXPmjMgsOX7v3r2NomY33niju3Fx55KhHA2NDF2EyI0bN7pzlQKBiJI0ojoQIsl4JuuZGA+1rCPAGi1evNjd3hRxJL+YNalevbq1adPG4yiIoihQoEDWDVJHFgEREAERSBMBCcVpwqadREAEREAEREAEREAEREAERCDlBCgkRpGwP/74wxBtEdhwzC5YsMBdxzhjEdYQjYlUqF+/vhdowzWb3vbrr7/aqlWr7LHHHnOxGjcuxciuuuoqF/XCYnFWxgZQrI5og7ffftvHSrG6ChUqGJEGV1xxhb+mEBsF7CIlnqeXa7zuT4QJD1zGM2fOtHfeecfmzp3r7zlfmzdvbldeeaWfx/nz53dMWXluxes6ad4iIAIikBYCEorTQk37iIAIiIAIiIAIiIAIiIAIiEA6CHz//fee9UqhMFy+FGnjQfYrGcaVK1e28847zzN4EY95FC1a1PLly5fqo5KPPH36dHvjjTc8AoMOOMbFF1+ckJNMfEBWNIRz5j9r1ix/EM+BGIw7lfxb4gxq166dodnNWTHv7HJMYkFwyc+YMcMWLVrkLnAuRHChg4sRXPRQobvsstqahwiIQDwQkFAcD6usOYqACIiACIiACIiACIiACEQtATKMFy5c6O5MRLcdO3YYxdxoCLiIpnXr1vUcY1y2YZdmSieEa/mtt96yOXPmGAI1BfNweNLqBbm/l19+ubt2TzrppJR2GbHtyLsdM2aMTZkyxbOccaQ2adLEOnXq5PMuUqRIxI6ljjKGALEhOMIR+0eMGOG50hRuRCQmiqJLly523HHHZczB1asIiIAIiEBECUgojihOdSYCIiACIiACIiACIiACIiACqSeAgMtj06ZN7vrFZUtRNxybCHEUuStdurQXvzvzzDPdcXzWWWdZSsTdcePGWd++fd3tSSZy4kbcBRnAOHdx8JKTnDdv3sSbZMjrvXv3ussZgRiRHGdxuXLljEJ7CIy8jkTsRoYMXp3+iwBRFJy/X3zxhU2bNs1FY4o54iZu3bq1XXbZZR5z8q8d9YEIiIAIiEBUEZBQHFXLocGIgAiIgAiIgAiIgAiIgAjEOwEcxZ9++qktWbLEPvnkExffyDXGZUxOb9myZT2OgUgGxGIEVQTfo48+2kVeHMOJW79+/ezBBx+0ffv2Jf74kNdEW5AH3LFjR88Dpk+OFemGk5lx4JweMGCAz5H3FKlr1aqV5yZLII409cztj/MWl/h7773n4jExJ23btrVu3bp5hArnqZoIiIAIiEB0EpBQHJ3rolGJgAiIgAiIgAiIgAiIgAjEKQEcxIinuGwpRLd9+3ZbsWKFLV261IXjH3/80Qu6EUFx6qmnWpUqVTyWArEVdzAZv+FGJED//v3t5ZdfDn+U7HOuXLmsUKFC7lomLqBFixaGczmp6Jzszqn4kDm9+eabNmHCBBeJiZYgz5bCeriZKawX6WOmYnjaNAIEiJ3YsmWLTZ482d3FxIsg/nMh4rrrrrOLLrooAkdRFyIgAiIgAhlBQEJxRlBVnyIgAiIgAiIgAiIgAiIgAiIQQQIUpFuzZo0/eE1EBWLc77//bgULFvRICgTjSpUq2RlnnGElS5Y0BLt169bZ6NGj7Z133knxaGrUqGGNGzf2KAocy4ULF07xvkfakGgCYiYGDhxoq1at8txa4i5wmxJ9gUisln0IcJ5+8MEHNnbsWC9YmCdPHrvyyiutXbt2HkOh9c4+a62ZiIAIZB8CEoqzz1pqJiIgAiIgAiIgAiIgAiIgAtmUwD///OMzw21LNAX5xTg1eaxcudJ2797t3xNBQQG8Ro0a2cknn+wF4thm2bJlKSJD/8RD4C5u2bKlF7pr1qyZ4ThOT0O0xkk8aNAgHy/ZyoiGFNK78MIL09O19o1iAjt37rQZM2b4xQqK3XFRg4sQ9913n1WtWjWKR66hiYAIiEB8EpBQHJ/rrlmLgAiIgAiIgAiIgAiIgAjEMAEKhX333XfuKt68ebNt2LDBvvzyS38mz/jEE0+0448/3gVeCuLh5k1tO+WUU6x69eoeGVCvXj3PLk5pH4jN4QgJxkqBs7fffts++ugjKxUUOLv44outU6dOHptBhIZa9iXAuTdz5kyPG1m0aJFnX5OFTeHCunXrZt+Ja2YiIAIiEIMEJBTH4KJpyCIgAiIgAiIgAiIgAiIgAiKQmMC2bdts8eLF/qAAHtnEv/32mwvFZB7/9ddfiTdP8WviAoifQNRr3bq1FS9e3BB2wyJwSjpCJHzyySc9X5lCZp07d/b4gTp16qSqn5QcS9tEJwEuVsybN89jR3C4cyEDR/ndd9/t51R0jlqjEgEREIH4IyChOP7WXDMWAREQAREQAREQAREQARHIZgQQgyl8R7E4RLnly5e7MMft/n/++We6ZktxPGIsyEDu0KGDFyMjOuK/GmN67733bMyYMTZ16lQrVqyYxw506dLFi+/lzp37v7rQ99mIAEUYp0yZ4nnZc+fONRzrFDHEXVyhQgWfaWInejaauqYiAiIgAjFDQEJxzCyVBioCIiACIiACIiACIiACIiACKSNAxANFxMgFRjyORMNJ3LRpU2vSpInhBiYLOW/evMl2TSYxOcovvviizZkzx/bu3WvNmze3rl272gUXXGCIzzQJg8niy7YfEpNCZvGrr77qBRk5h2666SZ3FxOVoiYCIiACIpC1BCQUZy1/HV0EREAEREAEREAEREAEREAEIkpg//797tycNGmSvf/++7Zv376I9J8zZ06jqF7ZsmXdWdyqVSs799xzk+179erVnktM8ToiMMgk7tatm7Vo0SLZ7fVh/BAgW3vYsGE2efJkW7NmjZ8bOIspmnjCCSfEDwjNVAREQASikICE4ihcFA1JBERABERABERABERABERABNJKAGG4X79+Xjxs3bp1dvDgwbR2ddj9yC2mwF2jRo3s/PPPtyJFiiRsSwQGAvGoUaNs/fr1Vq1aNbvrrrs8siIsBMpJnIAr7l6w9pyXnB+DBw92V3nt2rXtzjvvNJ6POuooZVfH3VmhCYuACEQLAQnF0bISGocIiIAIiIAIiIAIiIAIiIAIRIDA7t277bbbbjMcxYjGuIAzoiEOI+xdc8011rBhQytQoIC7hz/77DN77LHHjBzaEiVKuJP4oYceMhzJaiIQJrB06VJ75plnbPr06V508f7777c2bdq4Yx2xWE0EREAERCDzCUgoznzmOqIIiIAIiIAIiIAIiIAIiIAIZAgBROG1a9e6UDx//vwMOUbiThGLy5cvb3Xr1vWiZL/88ouNGzfORo8ebQjWt956q+fP1qxZM/Fuei0Cxrny4Ycf2hNPPGErVqyw8847z7p37+6ZxcIjAiIgAiKQNQQkFGcNdx1VBERABERABERABERABERABCJO4IcffnDxrU+fPi4YR/wAh+nwjDPOsM6dO9uePXvcIbp9+3bjM8bRoEEDL3qXI0eOw+ytj+OVwK5du+zJJ5+0oUOH2oEDB6xly5b21FNPeaHEeGWieYuACIhAVhKQUJyV9HVsERABERABERABERABERABEYggAZyZU6ZM8fzXzZs3R7DnI3dFVADRE4h9f/31l9WoUcOaN2/uLmPiJ9REIDkC5BXPmDHDXehEpRQrVsx69epljRs3tnLlyiW3iz4TAREQARHIQAISijMQrroWAREQAREQAREQAREQAREQgcwkMGHCBBs4cKB9/PH/1959h1dZ3n8c/zJCEggkbMpeMiUQdhColqGiFJCyQUJrW4rQWrhaoS7AKg4oIFLAjUWWpVwVDRssYYNIUEA2YZe9wgjr9/vc/Z38IgUJITk54/1c1+MJOc95nvt+3cd/Pvle33ulC2298WyFxAr80vZCjomJsSeeeMLi4uKsdOnS3hgGz/BTAVUV/+tf/zL1sd6zZ481a9bM+vXr56qL/XRKDBsBBBDwWwGCYr9dOgaOAAIIIIAAAggggAACCHxfYOLEiTZ69Gg7cOCAXbp0yW7eFCy97R9uvk4b0eleuXPn/q/XkJAQV0V87Ngxt3leWFiYVa9e3W1w99RTT7kext8fZeD8yxOQpw3JNTuPn96/20OflbdePfe523v42/X67gwcONBVw8tSG9s999xz/jYNxosAAgj4vQBBsd8vIRNAAAEEEEAAAQQQQACBYBdISUkxhW2rV6+2r7/+2gW3Chk9wa4n6FXYqzPtv/Wzrrv5d55r9eoJLXWN52cFxNeuXbODBw/a2rVrTdXMoaGh1rJlS3c2btzYypcvbxEREQG5PGqxoblr88CNGze6OebLly/VV7+Qz9WrV93r7cJkecpYa6Bro6Ki3MZuFSpUsAIFCgRFWHzhwgX729/+5lqmJCQkWMeOHe33v/+9RUdHu5YmAfkFYlIIIICADwoQFPvgojAkBBBAAAEEEEAAAQQQQOBuBJKTk+3w4cN27tw5FzbmyZMnNST2hMWeMDJtAOz5Xdpr7ua5ulYh8bRp02zSpEmuenjw4MHWqlUrK1So0N3eyq+uVzivPtBr1qyxL7/80rSR4MWLF13LD08orHVQeB4eHu7WI22FsX72VCSr+lthqdavVKlS9uSTT1rTpk2tZMmSLsD3K5gMDFaW3333nQuKx4wZY5UqVbIePXq4U39s4EAAAQQQ8I4AQbF3nHkKAggggAACCCCAAAIIIJBlAgomVY3qCShVpaoj7Wvan2/3nvvQXf5n3Lhx9sEHH7iq2k6dOtn48eOtaNGid3kX/7tcIa+qik+fPm1JSUn22WefuY3Zdu/ebWfOnHHBsELfqlWrWo0aNaxIkSJujTRTfVbrpYBU4fL27dstMTHRDh065Ho6//GPf7Q2bdqYqopVxR0sx+zZs23AgAHOVL2KR4wYYXXq1AmW6TNPBBBAINsFCIqzfQkYAAIIIIAAAggggAACCCDgnwInT560Z5991mbMmOFaBKgn8bBhw/xzMvcwalUEx8fHu/Ybc+fOdUGxbqdN/RT4NmjQwEqUKOGCZf1eQbHaUihoVljsaWExa9YsV1WsHr3t27e3KlWqBFVQvGHDBtebeMWKFVa4cGHXb1sOHAgggAAC3hEgKPaOM09BAAEEEEAAAQQQQAABBAJKQOHoli1b3CZky5Yts8cee8y1CujSpUtqJXNATfgOk9m2bZvNnz/fxo4da6oq1qEK6759+1rdunVd7+EfuoUqk9WXd+HChda/f39r27at2xQwmCqKd+7c6dqYqF/x/v377cUXX7Ru3bq5Kmu1R+FAAAEEEMhaAYLirPXl7ggggAACCCCAAAIIIIBAQAooyFu6dKlrD6DWCwo5O3ToYPXr1w/I+d5pUvv27bPFixc7jx07drjLu3btak8//bQLivPmzXunW9jIkSOdqaqQmzdvbjVr1gyqiuITJ064DRn/8pe/2JIlSywuLs66d+9uakMRFhZ2Rz8uQAABBBC4NwGC4nvz49MIIIAAAggggAACCCCAQFAKqE3A9OnTbfLkyaZN8UaNGuU2sVMv3mA8FBQr3FRfXfUc1qGK4n79+rkWFJGRkXdkUUWyqrTVckK9jStWrBhUQbH6Nh84cMC1L/noo49cQKyK4l69ellERMQd/bgAAQQQQODeBAiK782PTyOAAAIIIIAAAggggAACQSmgFgnauG7evHlWvnx5FxoH88ZjnqD41VdfNU9F8d0GxefPnzedqp71nMH45VLLCf3hQX2dO3bs6PoWpydoD0Yr5owAAghkpgBBcWZqci8EEEAAAQQQQAABBBBAIEgEtIHdn//8Z1Nf2djYWFMFaNmyZYNk9v89zVu1nkhvUCzDr776ym16pyriYD/++te/ujYcR48etUcffdQmTpzoNrcLdhfmjwACCGS1AEFxVgtzfwQQQAABBBBAAAEEEEAgAAUU3j377LMWHh7uNrIbNmyY23QsAKearindS1D83nvv2ZAhQ+yll15yG9ml64EBfNHMmTNtwoQJ9uWXX1qjRo3sH//4h5UsWTKAZ8zUEEAAAd8QICj2jXVgFAgggAACCCCAAAIIIICAXwmoF+/zzz9vlStXdr14BwwYYMWLF/erOWTmYG8VFGsjtmeeecbq1at3217Dp06dsldeecW1Wnjttddc+J6Z4/LHey1YsMA+/vhjU9V6tWrV7JNPPrHo6Gh/nApjRgABBPxKgKDYr5aLwSKAAAIIIIAAAggggAAC2Stw48YNO336tCnUfOONN6xhw4amQLRnz55B3R7gVkHxT3/6U+vTp4/Vrl3b2WizNvnpCAkJsePHj9v69etd2465c+fa6NGjXbCcvSuc/U9fvXq1ffrpp/b++++7Pz68/fbbrr0JG9pl/9owAgQQCGwBguLAXl9mhwACCCCAAAIIIIAAAghkqkBKSoodOHDAVcCql2zLli2tV69eplA0KioqU5/lTze7VVCszdgqVKjgNmVTyHn9+nUXFCswvnjxop05c8bUh3f37t0mV20O2K9fP3+adpaMddOmTTZnzhx76623LG/evO4PEs2bNw/qivUsgeamCCCAwE0CBMU3gfBPBBBAAAEEEEAAAQQQQACB2wso4NyxY4eNGTPGPvzwQ2vXrp317t3bWrRoYQUKFLj9BwP8nVsFxZGRkVasWDErUqSI6+WsoFiHguKzZ8/aiRMn7NChQ6lVxurL27dv3wCXuvP0tm/fbvPnz7fXX3/dcuTIYep/re9XuXLl7vxhrkAAAQQQyLAAQXGG6fggAggggAACCCCAAAIIIBB8AsnJyfbtt9/auHHjXO/Yzp07W1xcnDVr1syCuTXArYLi+vXr24MPPmjly5e3/Pnz27Vr19wXRq9XrlyxpKQkW7ZsmW3YsMEuX75MRfH//e+0d+9eW7x4sb388suu0lq9sFu3bu36YQff/3HMGAEEEPCeAEGx96x5EgIIIIAAAggggAACCCDg9wLnz5+3xMREU9/Y6dOnu/7E6sMbGxtr+fLl8/v5ZXQCtwqKH330UevRo4fVqFHDChUq5CqJ1aPYc2oju61bt9qUKVNcMDpy5EgbNGhQRocQMJ/bv3+/LV261IYOHWoXLlywIUOG2COPPGJVq1YNmDkyEQQQQMAXBQiKfXFVGBMCCCCAAAIIIIAAAggg4KMCNwfFCkIVFDdu3Jig+H+rYEeMGOFac2j5VG399NNPW926dW9bba3QWC0WXnrpJffZgQMH+ujKe29Y6oGtoFgmCooHDx7sguJq1ap5bxA8CQEEEAhCAYLiIFx0powAAggggAACCCCAAAIIZFTg5tYTXbp0cUHxAw88cNswNKPP8qfP3aqiOD1BseYYHx9vH3zwgfXs2dPat2/vT9POkrGqJYdaTwwfPty15Hjuuefs4Ycftvvuuy9LnsdNEUAAAQT+I0BQzDcBAQQQQAABBBBAAAEEEEAg3QLazE6bjY0dO9ZtZqdgUz2KH3roITazu6miuFOnTtavXz+LiYkxbWx3u2Pnzp22fv16i46Odm0qPNdp8ztt5qYzmA55aDO71157zbXp8Gxmp17PHAgggAACWSdAUJx1ttwZAQQQQAABBBBAAAEEEAg4gZSUFFMP2VGjRtmECRPcJmO9evWyxx9/3KKiogJuvumd0K0qitMbFGtjO21mFxoaarlz53Yb3V29etUUFOt3ISEh6R1GQFynzRI///xzGzNmjIWHh7uWHNoUsESJEgExPyaBAAII+KoAQbGvrgzjQgABBBBAAAEEEEAAAQR8UEDhpTZhU1/dN9980xo1auRaJnTr1s0KFy7sgyP2zpAUFC9ZssReffXV1B7F6Q2K045QgbHuc/r0aStVqpRVrlzZSpYsmfaSgP95zZo1NmvWLHvnnXesWLFiNm7cOLdZYoECBQJ+7kwQAQQQyE4BguLs1OfZCCCAAAIIIIAAAggggIAfCigsfuWVV+zFF180bTCmPsVqsaBQL1iPe6koTmumjdz+9Kc/2bFjx9wGbi1btrSaNWumvSTgf160aJFNmTLFZsyY4foSq3+zNgTMmTNnwM+dCSKAAALZKUBQnJ36PBsBBBBAAAEEEEAAAQQQ8FOBt99+27TJWL58+VzbiaFDhwZd5WvapdMGbKoEHjFiRGpFsaqs+/fvb3Xq1LG8efOmvfyWP588edL15n3hhResYMGCptfGjRsHXQDvqSaWZ8OGDW3q1KlWrly5W5rxSwQQQACBzBMgKM48S+6EAAIIIIAAAggggAACCASNgMK74cOH2+HDh61JkyY2fvx4q1ixYtDM/+aJ7tixw+Lj4+2tt96y3bt3u7fbtm1rP//5z13Yq/66165dc5uz6c0bN264HsSeXsRnz561hIQE15t32rRpzvS9996zKlWqBN1mdpMmTXL9iRW+t27d2m2aqOCcAwEEEEAgawUIirPWl7sjgAACCCCAAAIIIIAAAgEpMG/ePBeKLl682AXECo5jYmICcq7pmdS6dets+vTp7jx06JD7iFpGtGrVytq1a2c1atRwQXGOHDncqzYFTE5Odr2Id+3aZYmJibZ8+XLbsmWL+73aebz77ruWP3/+9Dw+oK5Rdbp6PRctWtTU53nYsGEWGRkZUHNkMggggIAvChAU++KqMCYEEEAAAQQQQAABBBBAwMcFFIx+8sknNnnyZAsNDbUJEyaY+ukGS7Cp6uBz586Zegor3F22bJkLejdt2pRaNRwSEuJC9Pr161vp0qXd7xUUq8fzlStX7OLFi3b+/Hl3j507d9rBgwfdqkdFRdkvf/lLF5bmzp3bx78JmTu848eP25AhQ0zV1Go70b17d/vFL35hERERmfsg7oYAAggg8F8CBMX/RcIvEEAAAQQQQAABBBBAAAEE7iSwZ88eW7BggY0ePdqOHDliAwcOdJWz0dHRQdEqQRXBajExZ84c1xpBP1++fPlObHd8PywszB544AG3QWBcXJwpbA6W49SpU7Z+/XobNWqULVy40Lp27Wrq86w/QMiFAwEEEEAgawUIirPWl7sjgAACCCCAAAIIIIAAAgEpoGrYb7/91n73u9/ZqlWrrEOHDtarVy/3GpATvmlSqig+c+aMqRJYDqoM1qEK4Fy5cqX2INZ1nj7EN93CBeqqMM6ZM2fqZ7TpXalSpaxSpUru1HvBcuzdu9dmzpxp77//vnNVC4oePXpY2bJlnWuwODBPBBBAILsECIqzS57nIoAAAggggAACCCCAAAJ+LnD69Gnr27evzZgxw2261qdPHxs0aFBQVcH6+RL61PDVzuTNN990leqqpB43bpx17tzZBek+NVAGgwACCASoAEFxgC4s00IAAQQQQAABBBBAAAEEslpAfXZHjhzp+hRrQ7af/exnLuhTP14OBO5WYNasWTZgwABTCwq133j55ZctNjb2bm/D9QgggAACGRQgKM4gHB9DAAEEEEAAAQQQQAABBIJd4MaNGxYfH2/Tpk1zG9vVqVPHhg8fbk2aNLHChQsHOw/zT6eA2nNoU8APP/zQhg0bZmXKlLEnn3zSbWJXoUKFdN6FyxBAAAEE7lWAoPheBfk8AggggAACCCCAAAIIIBCkAgqKk5KS7IsvvrAXXnjBtQjo3r27C/nq168fpCpM+24F1N959uzZNnXqVJs3b561adPGVRY3atTIChYseLe343oEEEAAgQwKEBRnEI6PIYAAAggggAACCCCAAAIImNu0beXKlTZ48GDbuHGjqwb9wx/+4MJiberGgcCdBPTHhueff96FxNevX7ff/OY3bpNEVaUH02Z+d3LifQQQQCCrBQiKs1qY+yOAAAIIIIAAAggggAACAS5w5MgRGz16tNvUTqGfgr7f/va3prYBoaGhAT57pncvAhcuXLCEhAT3ndmzZ481b97chcRPPPHEvdyWzyKAAAIIZECAoDgDaHwEAQQQQAABBBBAAAEEEEDg/wUU9q1atcreeecdmzlzpt1///3Wu3dv69OnD72K/5+Jn24hsHz5ctdy4t1337VChQrZoEGDrG3btla9evVbXM2vEEAAAQSyUoCgOCt1uTcCCCCAAAIIIIAAAgggEAQCahdw5swZ+/jjj+3111+35ORkU39Z9S1u2rSp5ciRIwgUmOLdCpw+fdomTJhgU6ZMsb1797pq4qFDh1qtWrUsb968d3s7rkcAAQQQuEcBguJ7BOTjCCCAAAIIIIAAAggggAAC/xFQVbEqQz///HNLSUmx/v37m1oIxMTEEBbzJfmewIkTJ2z16tWuZcnSpUvdd6Rr167Wt29fi4iI+N61/AMBBBBAwDsCBMXeceYpCCCAAAIIIIAAAggggEDAC6hCdO3atTZy5EhbtGiR1axZ0zp16uTCv2LFigX8/Jlg+gWWLVuW+keFK1eu2DPPPOO+K7Vr107/TbgSAQQQQCBTBQiKM5WTmyGAAAIIIIAAAggggAACCKj9xPjx423//v1Wr149GzFihDVo0MCioqLACXKBq1ev2tGjR+2jjz5y34vz58+79iRvvPGGxcbGBrkO00cAAQSyV4CgOHv9eToCCCCAAAIIIIAAAgggEHAC69ats08//dTGjBljqhZVVfGvfvUra9myZcDNlQndnYCCYW16qH7WiYmJrpd1XFycdejQwYoXL353N+NqBBBAAIFMFSAozlROboYAAggggAACCCCAAAIIIHDhwgVTWDx8+HBLSEhwG5M99dRT9utf/9oqVKhguXPnBikIBS5dumTLly+3YcOGue9HZGSka0uioLh06dIWEhIShCpMGQEEEPAdAYJi31kLRoIAAggggAACCCCAAAIIBIzAyZMnLT4+3mbMmOE2tytTpozb2G7gwIFWtmxZN88bN26wyV3ArPidJ/L3v//dVRLPmzfP1LO6S5curtq8cePGd/4wVyCAAAIIZLkAQXGWE/MABBBAAAEEEEAAAQQQQCA4BQ4ePGhffPGFTZo0ybZv3+7Cwb59+7o2A5UrVw5OlCCZddo/AqjdhDY5nDBhgi1ZssRVlLdu3dq1I4mJibGIiIggUWGaCCCAgG8LEBT79vowOgQQQAABBBBAAAEEEEDArwX27t1rs2bNsqlTp9qGDRusatWqrpJUlcVqPcAR+AIKhydOnGgLFiwwbWbXrl079x1o27YtFeWBv/zMEAEE/EiAoNiPFouhIoAAAggggAACCCCAAAL+JnDt2jVLSkqymTNnusB4y5YtVqpUKevRo4cLDOvUqeNvU2K86RRQT2JVlKv9yMKFCy0sLMxiY2NdJbHaTURFRaXzTlyGAAIIIOANAYJibyjzDAQQQAABBBBAAAEEEEAgCAXSth/YvHmz/fOf/7QpU6bYrl27TD2Lu3XrZr1793bBcXh4eBAKBeaU9ceBlJQUW7VqlY0dO9ZtYHf58mVTu4nOnTtb+/btXWgcmLNnVggggID/ChAU++/aMXIEEEAAAQQQQAABBBBAwK8E9u3b5yqLFRivXLnSihYtai1btnRhcfPmzS00NNSv5sNgby1w7Ngx12pk9uzZbp0LFSpkLVq0sF69etmPf/xj448Ct3bjtwgggEB2CxAUZ/cK8HwEEEAAAQQQQAABBBBAIIgEtm7davPmzXPtCL755hvLlSuXqVftY489Zo0aNbJy5cq5zc6CiCRgpnr27FnT+q5YscIFxaoiV0j80EMPuUpihcSevtRpq80DBoCJIIAAAn4uQFDs5wvI8BFAAAEEEEAAAQQQQAABfxM4cuSI29hMbSjUu1ZHrVq1XO/aVq1auQ3v/G1OwT7ec+fOuc0KtWmhNi88ceKEFStWzPWi7tChgzVt2pSN64L9S8L8EUDA5wUIin1+iRggAggggAACCCCAAAIIIBB4AgcOHLCEhAS32ZkqjBUsKixW1ekjjzxizZo1swIFCgTexANwRqoiXrp0qasUVzXxyZMnrV69em4dVSmudY2IiAjAmTMlBBBAILAECIoDaz2ZDQIIIIAAAggggAACCCDgNwLnz5+3jRs32uTJk23u3Ll28OBBK168uP3kJz+xnj17urA4T548FhISYjlz5vSbeQXDQK9cueKmqTWbOXOmffbZZ64fcY4cOSw6Otri4uKsTZs2dt999wUDB3NEAAEEAkKAoDgglpFJIIAAAggggAACCCCAAAL+KaCwWGHjqlWrXF/br7/+2pKTk61KlSquXYEqUhs0aGBFihTxzwkG4KjVX3j79u2uinjRokVu7U6dOmU/+tGP7OGHH7Z27dpZzZo1XeivkJ8DAQQQQMA/BAiK/WOdGCUCCCCAAAIIIIAAAgggENACx48ft/j4eNe7WO0L1JoiKirK1LNY7SgaNmxoZcuWtYIFC1JdnE3fhEuXLtnRo0dty5YtLhyeP3++JSYmWmhoqFWrVs1atGjh2k00adLEbVKYTcPksQgggAACGRQgKM4gHB9DAAEEEEAAAQQQQAABBBDIXAFVqm7evNkUQE6fPt3Wr1/vHlCuXDlr3ry5Pf6tYckkAAAL70lEQVT4464dhSpXObwrkJKS4qqI58yZ48L8NWvW2MWLFy08PNw6duxo7du3d0Gxwn2to1pQcCCAAAII+JcAQbF/rRejRQABBBBAAAEEEEAAAQQCWkC9b3fs2OFCYrWj8FQXK3hUv9v69eu76uI6deq4fyuo5Mg6gX//+98uvFdor1OtQVT9HRYWZjVq1DBVD2vjwdq1a7tWE1k3Eu6MAAIIIJDVAgTFWS3M/RFAAAEEEEAAAQQQQAABBDIkkJSUZLNnz3Yb3a1cudLUzzhXrlwWGxvrqlfV6qBy5cquHYVnwzsqWTNEnfqh69evm84LFy64QHjdunWuwnvhwoWuHYgulPlDDz3kehGr0jt//vypn+cHBBBAAAH/FSAo9t+1Y+QIIIAAAggggAACCCCAQEALXL161fXE1cZpX331lS1btsw2bNhgJ06ccH1x1bO4bt26LjjWhnfaAC9fvnwBbZLVkzty5IjrO6zWEsuXL7dt27bZyZMnXSuJMmXK2IMPPui8VdGtf0dGRmb1kLg/AggggICXBAiKvQTNYxBAAAEEEEAAAQQQQAABBDIucPDgQVN4mZCQYKtXr7bvvvvOTp8+bYULF7aaNWu6dhQxMTEuLC5atKhFRES4zfBUgcxxewFVDp89e9ad+/fvdxvVrV271gXyW7dudR8sX768ay3RuHFjt7GgvKkivr0p7yCAAAL+KkBQ7K8rx7gRQAABBBBAAAEEEEAAgSASuHbtmmuJcOrUKVOAqf7FS5cutY0bN7qqY1GULFnShcb16tVzwbGCTTa+++EviSq0FcCrxYT6D6s/dHJysqmVh3pCN2rUyLWZkKkCY/1e4XvOnDl/+Ma8iwACCCDgdwIExX63ZAwYAQQQQAABBBBAAAEEEAhuAVXB7t2711W/JiYm2qZNm1zAqY3XLl26ZMWKFbOqVau6XrqVKlVyAadC5OLFi7vgODQ0NCgB1UJCrSV0qkJbhmrrofYSO3futMuXL7tWEuXKlbPq1aubKrTvv/9+FxiXLl06KM2YNAIIIBBMAgTFwbTazBUBBBBAAAEEEEAAAQQQCDABbXCnKlhtdqcexitWrDAFxqpAvnHjhutZrGrY2rVru1O9dRUeh4WFWe7cuZ2GNsBThWwgbISnOd98ykJ9nb/55hvXf1jhuno+y03X6lClsEJh9SBu1qyZC4kVGAeCiZsg/0EAAQQQuKMAQfEdibgAAQQQQAABBBBAAAEEEEDAlwVUYXzs2DEXEB8+fNhVyKrKePPmzbZv3z7Xfzc8PNxKlChhhQoVclXFlStXdpXGqpTVWapUKfe+L88zPWNTVfCBAwdST/UdViCclJTkwmI5HT9+3AXj6uWsDQBr1KjhQmK1llCrDlVeFyxYMDVIT89zuQYBBBBAwP8FCIr9fw2ZAQIIIIAAAggggAACCCCAQBoBVc+qYlZhsapo9ap2C2pLoQ3wdCg0VsVsxYoVrUKFCu7UzwpP1ZpCp6ps8+TJ4171s05VIWdXla0qg69evWpXrlxJPVNSUkynfqfewgrGd+/ebXv27El9VYuJixcvujlpkz9tRKegPDo62mrVqmWqstbJgQACCCAQ3AIExcG9/sweAQQQQAABBBBAAAEEEAg4AQWqCoUVoCo8VW9ehacKjbds2ZLak/fcuXNuYzaFwWpFoSC4cOHCLjz2VBmrwlahsvoeK0QuUqSIC1q9jXb9+vXUiuCjR4+6DfwUfh86dMhVD6tiWNXDqq5WVbFn/hqnqqVVOVytWjVXOawKYv0uKioqNRQP1r7N3l5HnocAAgj4sgBBsS+vDmNDAAEEEEAAAQQQQAABBBDIFIGzZ8+6sFhhqqpuFaxqQzf1M1YF8qlTp9yrKnPVpiJfvnxWoEABFxwrPFbLCgWrOiMjI11YrHBVAbNeFTZ7qo9z5crlKo/1qt7HN/c/9vQQVvirU1XCaauFFXAr7PUEvqoG1vjPnDnjxqmxKvzWuPWqPs0KxHUfVQtrrBqzQm2F3GXKlHHV03pVe4myZcu6gDxTYLkJAggggEDACBAUB8xSMhEEEEAAAQQQQAABBBBAAIG7EVDwum3bNtu1a5cLkT0tGxQiq2pXAeytDrWeUECsPr5pg2OFyzr1nk5PeKzAWKc+5wmJPcGwJxRWBbCqgRX46rmqdvYEwwqJFQJ7Np5LOya1wtAYSpYs+b0WGmotoSpibdzHgQACCCCAQHoECIrTo8Q1CCCAAAIIIIAAAggggAACASmgYFaBrE5P1a4noNWmb57KXfU2ViWv5zqFugpvPaeCX1UHe6qJFeB6AuIfqij2BMae+ygMTnsP3UeBs3oLq8JZobACap2qGvac+r3e16mKZ/1bp+7FgQACCCCAQHoECIrTo8Q1CCCAAAIIIIAAAggggAACQSeglg9qTaFewMeOHTMFx2r34GlVoeBYAbICZlUAe8Jjhb8KfBUce6qAPa8eRFUXpz0VJivUVRsLTyiswFenQmG1k9CpdhLqlVy8eHHXVkL/1n04EEAAAQQQuFcBguJ7FeTzCCCAAAIIIIAAAggggAACASugnsWe01P1m/bVUxHs6TXs6S2sV7WV0Gc91caesFjBrqdqWBvoqWJYAbF6I+tnT2jsucbzqupinfqM59R7HAgggAACCGSGAEFxZihyDwQQQAABBBBAAAEEEEAAAQRuEvAEyp7K4rRBsScMVvCrnzkQQAABBBDIbgGC4uxeAZ6PAAIIIIAAAggggAACCCAQkAKeYPiHJkfbiB/S4T0EEEAAAW8KEBR7U5tnIYAAAggggAACCCCAAAIIIIAAAggggAACPihAUOyDi8KQEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABbwoQFHtTm2chgAACCCCAAAIIIIAAAggggAACCCCAAAI+KEBQ7IOLwpAQQAABBBBAAAEEEEAAAQQQQAABBBBAAAFvChAUe1ObZyGAAAIIIIAAAggggAACCCCAAAIIIIAAAj4oQFDsg4vCkBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAW8KEBR7U5tnIYAAAggggAACCCCAAAIIIIAAAggggAACPihAUOyDi8KQEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABbwoQFHtTm2chgAACCCCAAAIIIIAAAggggAACCCCAAAI+KEBQ7IOLwpAQQAABBBBAAAEEEEAAAQQQQAABBBBAAAFvChAUe1ObZyGAAAIIIIAAAggggAACCCCAAAIIIIAAAj4oQFDsg4vCkBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAW8KEBR7U5tnIYAAAggggAACCCCAAAIIIIAAAggggAACPihAUOyDi8KQEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABbwoQFHtTm2chgAACCCCAAAIIIIAAAggggAACCCCAAAI+KEBQ7IOLwpAQQAABBBBAAAEEEEAAAQQQQAABBBBAAAFvChAUe1ObZyGAAAIIIIAAAggggAACCCCAAAIIIIAAAj4oQFDsg4vCkBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAW8KEBR7U5tnIYAAAggggAACCCCAAAIIIIAAAggggAACPihAUOyDi8KQEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABbwoQFHtTm2chgAACCCCAAAIIIIAAAggggAACCCCAAAI+KEBQ7IOLwpAQQAABBBBAAAEEEEAAAQQQQAABBBBAAAFvChAUe1ObZyGAAAIIIIAAAggggAACCCCAAAIIIIAAAj4oQFDsg4vCkBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAW8KEBR7U5tnIYAAAggggAACCCCAAAIIIIAAAggggAACPihAUOyDi8KQEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABbwoQFHtTm2chgAACCCCAAAIIIIAAAggggAACCCCAAAI+KEBQ7IOLwpAQQAABBBBAAAEEEEAAAQQQQAABBBBAAAFvChAUe1ObZyGAAAIIIIAAAggggAACCCCAAAIIIIAAAj4oQFDsg4vCkBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAW8K/A9PhKLtzVxKrAAAAABJRU5ErkJggg=="
+ }
+ },
+ "cell_type": "markdown",
+ "id": "af3c077f",
+ "metadata": {},
+ "source": [
+ "### What if we wanted to explore nodes in a different order other than `DFS` and `BFS` ordering? \n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:shortest_path.png\" width=\"600\"/>\n",
+ "</div>"
+ ]
+ },
+ {
+ "attachments": {
+ "Priority_queue.png": {
+ "image/png": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "a91d9616",
+ "metadata": {},
+ "source": [
+ "### Using `heapq` (priority queue)\n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:Priority_queue.png\" width=\"600\"/>\n",
+ "</div>"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "35dcf2c1",
+ "metadata": {},
+ "source": [
+ "**IMPORTANT**: Unlike `deque`, `heapq` is not a type by itself.\n",
+ "\n",
+ "- Operations:\n",
+ " - `heapq.heappush(LIST, VAL)`:\n",
+ " - adds VAL to the list\n",
+ " - shuffles around the values so that the smallest value is in the front\n",
+ " - does so in **O(log N)** time (so it is not sorting, but just shuffling)\n",
+ " - `val = heapq.heappop(LIST)`\n",
+ " - removes the smallest item from the list\n",
+ " - re-shuffles around the values so that the smallest value is in the front\n",
+ " - does so in **O(log N)** time (so it is not sorting, but just shuffling)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "2b05ffde",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[1, 2, 3, 5, 4]"
+ ]
+ },
+ "execution_count": 25,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data = []\n",
+ "vals = [5, 3, 1, 4, 2]\n",
+ "for val in vals:\n",
+ " heapq.heappush(data, val)\n",
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "e1200db8",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "1 [2, 4, 3, 5]\n",
+ "2 [3, 4, 5]\n",
+ "3 [4, 5]\n",
+ "4 [5]\n",
+ "5 []\n"
+ ]
+ }
+ ],
+ "source": [
+ "while len(data) > 0:\n",
+ " val = heapq.heappop(data)\n",
+ " print(val, data)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d3712e2e",
+ "metadata": {},
+ "source": [
+ "### Benchmarking `stack`, `queue`, and `priority queue` for performance"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "9ddfb57d",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>stack</th>\n",
+ " <th>queue</th>\n",
+ " <th>prio queue</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>1000</th>\n",
+ " <td>0.322580</td>\n",
+ " <td>0.380278</td>\n",
+ " <td>8.388281</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2000</th>\n",
+ " <td>0.157118</td>\n",
+ " <td>0.380754</td>\n",
+ " <td>15.980482</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>5000</th>\n",
+ " <td>0.154018</td>\n",
+ " <td>1.077890</td>\n",
+ " <td>39.448738</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>10000</th>\n",
+ " <td>0.159502</td>\n",
+ " <td>1.930952</td>\n",
+ " <td>75.892687</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " stack queue prio queue\n",
+ "1000 0.322580 0.380278 8.388281\n",
+ "2000 0.157118 0.380754 15.980482\n",
+ "5000 0.154018 1.077890 39.448738\n",
+ "10000 0.159502 1.930952 75.892687"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "iters = 1000\n",
+ "\n",
+ "def benchmark_microsec(data, pattern):\n",
+ " \"\"\"\n",
+ " Benchmarking \"stack\", \"queue\", \"priority queue\" \n",
+ " implementations using a list data structure\n",
+ " \"\"\"\n",
+ " t0 = time.time()\n",
+ " # measure bad ways to implement the patterns (all with a list!)\n",
+ " for i in range(iters):\n",
+ " if pattern == \"stack\":\n",
+ " data.append(i % 10)\n",
+ " _ = data.pop(-1)\n",
+ " elif pattern == \"queue\":\n",
+ " data.append(i % 10)\n",
+ " _ = data.pop(0)\n",
+ " elif pattern == \"prio queue\":\n",
+ " data.append(i % 10)\n",
+ " data.sort()\n",
+ " _ = data.pop(0)\n",
+ " else:\n",
+ " raise Exception(\"pattern not supported\")\n",
+ " t1 = time.time()\n",
+ " return (t1-t0) / iters * 1e6\n",
+ "\n",
+ "df = pd.DataFrame()\n",
+ "for N in [1000,2000,5000,10000]:\n",
+ " df.loc[N,\"stack\"] = benchmark_microsec([1]*N, \"stack\")\n",
+ " df.loc[N,\"queue\"] = benchmark_microsec([1]*N, \"queue\")\n",
+ " df.loc[N,\"prio queue\"] = benchmark_microsec([1]*N, \"prio queue\")\n",
+ "\n",
+ "plt.rcParams[\"font.size\"] = 16\n",
+ "df.plot.line(ylim=0)\n",
+ "plt.xlabel(\"N\")\n",
+ "plt.ylabel(\"Microseconds\")\n",
+ "df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "52bc7350",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>stack</th>\n",
+ " <th>queue</th>\n",
+ " <th>prio queue</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>1000</th>\n",
+ " <td>0.191927</td>\n",
+ " <td>0.177383</td>\n",
+ " <td>0.726461</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2000</th>\n",
+ " <td>0.272274</td>\n",
+ " <td>0.287533</td>\n",
+ " <td>0.735521</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>5000</th>\n",
+ " <td>0.179291</td>\n",
+ " <td>0.174284</td>\n",
+ " <td>0.590324</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>10000</th>\n",
+ " <td>0.204325</td>\n",
+ " <td>0.191450</td>\n",
+ " <td>0.610113</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " stack queue prio queue\n",
+ "1000 0.191927 0.177383 0.726461\n",
+ "2000 0.272274 0.287533 0.735521\n",
+ "5000 0.179291 0.174284 0.590324\n",
+ "10000 0.204325 0.191450 0.610113"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def benchmark_microsec_v2(data, pattern):\n",
+ " \"\"\"\n",
+ " Benchmarking \"stack\", \"queue\", \"priority queue\" \n",
+ " implementations using list, deque, and heapq list data structures\n",
+ " \"\"\"\n",
+ " t0 = time.time()\n",
+ " # measure bad ways to implement the patterns (all with a list!)\n",
+ " for i in range(iters):\n",
+ " if pattern == \"stack\":\n",
+ " data.append(i % 10)\n",
+ " _ = data.pop(-1)\n",
+ " elif pattern == \"queue\":\n",
+ " # use a deque instead of a list\n",
+ " data.append(i % 10)\n",
+ " _ = data.popleft()\n",
+ " elif pattern == \"prio queue\":\n",
+ " # use a heapq instead of a list\n",
+ " heapq.heappush(data, i % 10)\n",
+ " _ = heapq.heappop(data)\n",
+ " \n",
+ " else:\n",
+ " raise Exception(\"pattern not supported\")\n",
+ " t1 = time.time()\n",
+ " return (t1-t0) / iters * 1e6\n",
+ "\n",
+ "df = pd.DataFrame()\n",
+ "for N in [1000,2000,5000,10000]:\n",
+ " df.loc[N,\"stack\"] = benchmark_microsec_v2([1]*N, \"stack\")\n",
+ " df.loc[N,\"queue\"] = benchmark_microsec_v2(deque([1]*N), \"queue\")\n",
+ " data = [1]*N\n",
+ " heapq.heapify(data)\n",
+ " df.loc[N,\"prio queue\"] = benchmark_microsec_v2(data, \"prio queue\")\n",
+ "\n",
+ "plt.rcParams[\"font.size\"] = 16\n",
+ "df.plot.line(ylim=0)\n",
+ "plt.xlabel(\"N\")\n",
+ "plt.ylabel(\"Microseconds\")\n",
+ "df"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/lecture_material/10-Graph-Search-2/template_lec_001.ipynb b/lecture_material/10-Graph-Search-2/template_lec_001.ipynb
new file mode 100644
index 0000000..ece393d
--- /dev/null
+++ b/lecture_material/10-Graph-Search-2/template_lec_001.ipynb
@@ -0,0 +1,747 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "d684d88e-e96d-4392-b4d6-92d3f1669b32",
+ "metadata": {},
+ "source": [
+ "# Graph Search\n",
+ "\n",
+ "- Depth First Search (Stack)\n",
+ "- Breadth First Search (Queue)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "66ba808a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# known import statements\n",
+ "from graphviz import Digraph\n",
+ "import time\n",
+ "import random\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# new import statements\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e042962c",
+ "metadata": {},
+ "source": [
+ "### Depth First Search (DFS) \n",
+ "- Few lectures ago: BST search with complexity **O(logN)**\n",
+ "- Finds a path from one node to another -- works on any directed graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c00e99eb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def example(num):\n",
+ " g = Graph()\n",
+ " if num == 1:\n",
+ " g.node(\"A\")\n",
+ " g.edge(\"B\", \"C\")\n",
+ " g.edge(\"C\", \"D\")\n",
+ " g.edge(\"D\", \"B\")\n",
+ " elif num == 2:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"B\", \"C\")\n",
+ " g.edge(\"C\", \"D\")\n",
+ " g.edge(\"D\", \"E\")\n",
+ " g.edge(\"A\", \"E\")\n",
+ " elif num == 3:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"A\", \"C\")\n",
+ " g.edge(\"B\", \"D\")\n",
+ " g.edge(\"B\", \"E\")\n",
+ " g.edge(\"C\", \"F\")\n",
+ " g.edge(\"C\", \"G\")\n",
+ " elif num == 4:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"A\", \"C\")\n",
+ " g.edge(\"B\", \"D\")\n",
+ " g.edge(\"B\", \"E\")\n",
+ " g.edge(\"C\", \"F\")\n",
+ " g.edge(\"C\", \"G\")\n",
+ " g.edge(\"E\", \"Z\")\n",
+ " g.edge(\"C\", \"Z\")\n",
+ " g.edge(\"B\", \"A\")\n",
+ " elif num == 5:\n",
+ " width = 8\n",
+ " height = 4\n",
+ " for L1 in range(height-1):\n",
+ " L2 = L1 + 1\n",
+ " for i in range(width-(height-L1-1)):\n",
+ " for j in range(width-(height-L2-1)):\n",
+ " node1 = str(L1)+\"-\"+str(i)\n",
+ " node2 = str(L2)+\"-\"+str(j)\n",
+ " g.edge(node1, node2)\n",
+ " else:\n",
+ " raise Exception(\"no such example\")\n",
+ " return g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6690b3be",
+ "metadata": {},
+ "source": [
+ "### For a regular graph, you need a new class `Graph` to keep track of the whole graph.\n",
+ "- Why? Remember graphs need not have a \"root\" node, which means there is no one origin point"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8f5e8b06",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "class Graph:\n",
+ " def __init__(self):\n",
+ " # name => Node\n",
+ " self.nodes = {}\n",
+ " # to keep track which nodes have already been visited\n",
+ " self.visited = set()\n",
+ "\n",
+ " def node(self, name):\n",
+ " node = Node(name)\n",
+ " self.nodes[name] = node\n",
+ " node.graph = self\n",
+ " \n",
+ " def edge(self, src, dst):\n",
+ " \"\"\"\n",
+ " Automatically adds missing nodes.\n",
+ " \"\"\"\n",
+ " for name in [src, dst]:\n",
+ " if not name in self.nodes:\n",
+ " self.node(name)\n",
+ " self.nodes[src].children.append(self.nodes[dst])\n",
+ "\n",
+ " def _repr_svg_(self):\n",
+ " \"\"\"\n",
+ " Draws the graph nodes and edges iteratively.\n",
+ " \"\"\"\n",
+ " g = Digraph()\n",
+ " for n in self.nodes:\n",
+ " g.node(n)\n",
+ " for child in self.nodes[n].children:\n",
+ " g.edge(n, child.name)\n",
+ " return g._repr_image_svg_xml()\n",
+ " \n",
+ " def dfs_search(self, src_name, dst_name):\n",
+ " \"\"\"\n",
+ " Clears the visited set and invokes dfs_search using Node object instance\n",
+ " with name src_name.\n",
+ " \"\"\"\n",
+ " # Q: is this method recursive?\n",
+ " # A: no, it is just invoking dfs_search method for Node object instance\n",
+ " # dfs_search method in Node class is recursive\n",
+ " # These methods in two different classes just happen to share the same name\n",
+ " self.visited.clear()\n",
+ " return self.nodes[src_name].dfs_search(self.nodes[dst_name])\n",
+ " \n",
+ " def bfs_search(self, src_name, dst_name):\n",
+ " \"\"\"\n",
+ " Invokes bfs_search using Node object instance with name src_name.\n",
+ " \"\"\"\n",
+ " return self.nodes[src_name].bfs_search(self.nodes[dst_name])\n",
+ "\n",
+ "class Node:\n",
+ " def __init__(self, name):\n",
+ " self.name = name\n",
+ " self.children = []\n",
+ " self.graph = None # back reference\n",
+ " self.finder = None # who found me during BFS\n",
+ " \n",
+ " def __repr__(self):\n",
+ " return self.name\n",
+ " \n",
+ " def dfs_search_v1(self, dst):\n",
+ " \"\"\"\n",
+ " Returns True / False when path to dst is found / not found\n",
+ " \"\"\"\n",
+ " # TODO: what is the simplest case? current node is the dst\n",
+ " if self in self.graph.visited:\n",
+ " return False\n",
+ " self.graph.visited.add(self)\n",
+ "\n",
+ " if self == dst:\n",
+ " return True\n",
+ " \n",
+ " for child in self.children:\n",
+ " if child.dfs_search_v1(dst):\n",
+ " return True\n",
+ " \n",
+ " return False\n",
+ "\n",
+ " def dfs_search(self, dst):\n",
+ " \"\"\"\n",
+ " Returns the actual path to the dst as a tuple or None otherwise\n",
+ " \"\"\"\n",
+ " # TODO: what is the simplest case? current node is the dst\n",
+ " if self in self.graph.visited:\n",
+ " return None\n",
+ " self.graph.visited.add(self)\n",
+ "\n",
+ " if self == dst:\n",
+ " return (self,)\n",
+ " \n",
+ " for child in self.children:\n",
+ " child_path = child.dfs_search(dst)\n",
+ " if child_path != None:\n",
+ " return (self,) + child_path\n",
+ " \n",
+ " return None\n",
+ " \n",
+ " def bfs_search_v1(self, dst):\n",
+ " \"\"\"\n",
+ " Returns True / False when path to dst is found / not found.\n",
+ " Iterative / non recursive method.\n",
+ " \"\"\"\n",
+ " to_visit = [self]\n",
+ " \n",
+ " while len(to_visit) > 0:\n",
+ " curr_node = to_visit.pop(0)\n",
+ " if curr_node == dst:\n",
+ " return True\n",
+ " \n",
+ " for child in curr_node.children:\n",
+ " if child not in added:\n",
+ " to_visit.append(child)\n",
+ " \n",
+ " return False\n",
+ "\n",
+ "g = example(1)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c83e9993-765c-42a0-97f6-6277627acf95",
+ "metadata": {},
+ "source": [
+ "### Testcases for DFS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "15edd0d2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d25ec05c-f6b8-4843-8107-64a4b79c5b5f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.dfs_search(\"B\", \"A\")) # should return None\n",
+ "print(g.dfs_search(\"B\", \"D\")) # should return (B, C, D)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a92903d6",
+ "metadata": {},
+ "source": [
+ "### Why is it called \"*Depth* First Search\"?\n",
+ "\n",
+ "- we start at the starting node and go as deep as possible because recursion always goes as deep as possible before coming back to the other children in the previous level\n",
+ "- we need a `Stack` data structure:\n",
+ " - Last-In-First-Out (LIFO)\n",
+ "- recursion naturally uses `Stack`, which is why we don't have to explicitly use a `Stack` data structure\n",
+ "- might not give us the shortest possible path"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e5baef43",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(2)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2a0b9c3d-1838-433d-82dd-14ba3859198f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.dfs_search(\"A\", \"E\")) # should return (A, B, C, D, E)\n",
+ "print(g.dfs_search(\"E\", \"A\")) # should return None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "378d7ce7",
+ "metadata": {},
+ "source": [
+ "### Breadth first search\n",
+ "\n",
+ "- find the shortest path by exploring all children first before the grandchildren or any of the successors\n",
+ "- we need a `Queue` data structure:\n",
+ " - First-In-First-Out (FIFO)\n",
+ "- unlike DFS, BFS gives us the shortest possible path"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "75e190d3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: let's define bfs_search method"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "29031c60-26c4-4ce6-aeb2-7d34efce50e5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(3)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3aef637c-068c-4fa7-b8cc-e7a069bc2ebb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"A\", \"D\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c15583e6-86e7-4a82-86ef-1cf1a5170fab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(2)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2bdc2e53-5d49-431d-a5fd-73de64baf9b4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"A\", \"E\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d7fd243b-ae5f-42f6-b52a-33cf2fa93d64",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(1)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "27943344-0e56-41e1-b3d8-306530b419a3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"B\", \"D\")) # should return (B, C, D)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "94e7bc72-8158-40e9-b615-573fc9506840",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"B\", \"A\")) # should return None\n",
+ "# what's wrong?"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f25a8642-227a-4e7c-a2c9-6677dc7f5fde",
+ "metadata": {},
+ "source": [
+ "### How do we find the path using BFS?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3e5053d9-ff2a-41a0-987c-84a0880f4f13",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(3)\n",
+ "print(g.bfs_search(\"A\", \"E\"))\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "34adcada-e97d-4725-912f-f519cbe68bfd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g.nodes[\"E\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "bd5239e5-d7a4-4277-a30c-71f4eac0eaf6",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d0790031-14df-4416-a666-95b0e3b1f5f2",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a9f87651-cdd2-46a0-8fbc-0f349fbea8e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: let's go back and implement a backtrace method to help us trace back this path"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3b1b32c7",
+ "metadata": {},
+ "source": [
+ "### BFS complexity\n",
+ "\n",
+ "- focus on the data structures that we use and identify the single line of code that is a slow operation\n",
+ "- Assuming N nodes in the directed graph, what will the current algorithm's complexity be? \n",
+ " - `O(N**2)`\n",
+ " - Why? to_visit.pop(0) will be O(N) operation because we need to slide the list items over every time we remove the first item\n",
+ " \n",
+ "- Can we make this algorithm better by using a different data structure than a list?"
+ ]
+ },
+ {
+ "attachments": {
+ "work_queue_slow_operations.png": {
+ "image/png": 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AgaQJ8OAdG7Wdn7bIlxfOXO38sPNux2fPmZ2Wsvvs4efMDztnTpFK4RdJxtl2/Jw5RSpl58e/u5G02I4AAgggkAwBApdkKLMPBBBAAAEEEEiaAA/esVHb+WmLfHnhzNXODzvvdnz2nNlpKbvPHn7O/LBz5hSpFH6RZJxtx8+ZU6RSdn78uxtJi+0IIIAAAskQIHBJhjL7QAABBBBAAIGkCfDgHRu1nZ+2yJcXzlzt/LDzbsdnz5mdlrL77OHnzA87Z06RSuEXScbZdvycOUUqZefHv7uRtNiOAAIIIJAMAQKXZCizDwQQQAABBBBImgAP3rFR2/lpi3x54czVzg8773Z89pzZaSm7zx5+zvywc+YUqRR+kWScbcfPmVOkUnZ+/LsbSYvtCCCAAALJECBwSYYy+0AAAQQQQACBpAnw4B0btZ2ftsiXF85c7fyw827HZ8+ZnZay++zh58wPO2dOkUrhF0nG2Xb8nDlFKmXnx7+7kbTYjgACCCCQDAECl2Qosw8EEEAAAQQQSJoAD96xUdv5aYt8eeHM1c4PO+92fPac2Wkpu88efs78sHPmFKkUfpFknG3Hz5lTpFJ2fvy7G0mL7QgggAACyRAgcEmGMvtAAAEEEEAAgaQJ8OAdG7Wdn7bIlxfOXO38sPNux2fPmZ2Wsvvs4efMDztnTpFK4RdJxtl2/Jw5RSpl58e/u5G02I4AAgggkAwBApdkKLMPBBBAAAEEEEiaAA/esVHb+WmLfHnhzNXODzvvdnz2nNlpKbvPHn7O/LBz5hSpFH6RZJxtx8+ZU6RSdn78uxtJi+0IIIAAAskQIHBJhjL7QAABBBBAAIGkCfDgHRu1nZ+2yJcXzlzt/LDzbsdnz5mdlrL77OHnzA87Z06RSuEXScbZdvycOUUqZefHv7uRtNiOAAIIIJAMAQKXZCizDwQQQAABBBBImgAP3rFR2/lpi3x54czVzg8773Z89pzZaSm7zx5+zvywc+YUqRR+kWScbcfPmVOkUnZ+/LsbSYvtCCCAAALJECBwSYYy+0AAAQQQQACBpAnw4B0btZ2ftsiXF85c7fyw827HZ8+ZnZay++zh58zv/9m7D/goij0O4P/0DiQhhEAIVVAR28OGoqCgYkGwgIAKqKhYEAuC8FRsCCqiUkQEKYqgCCJWBBUr2LtPkBpCCSGNkHa5JG/+G+64u529zNVc7n77EW93dnZ25rsLd7f/mxnYqTkZ5YKfkYxaOvzUnIxyyfzwvmukhXQIQAACEPCHAAIu/lDGOSAAAQhAAAIQ8JsAvnh7Ri3z4xLx8ELNVeYHO/ftcO+p2XEu2b0HPzU/2Kk5GeWCn5GMWjr81JyMcsn88L5rpIV0CEAAAhDwhwACLv5QxjkgAAEIQAACEPCbAL54e0Yt8+MS8fBCzVXmBzv37XDvqdlxLtm9Bz81P9ipORnlgp+RjFo6/NScjHLJ/PC+a6SFdAhAAAIQ8IcAAi7+UMY5IAABCEAAAhDwmwC+eHtGLfPjEvHwQs1V5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhXQIQAACEPCHAAIu/lDGOSAAAQhAAAIQ8JsAvnh7Ri3z4xLx8ELNVeYHO/ftcO+p2XEu2b0HPzU/2Kk5GeWCn5GMWjr81JyMcsn88L5rpIV0CEAAAhDwh4DXAy5lP22iij9/dqHuYRSZlk7RWe0pqk07imia7MKxyAqBwBOoqaygit9+pLIfv6WqnGyqLiqw/qmtqqKIJk0pIjmFwpulUGRKGsWd1J3iu/egyPSMwGsMagQBCECgEQrgi7dnF03mxyXi4YWaq8wPdu7b4d5Ts+NcsnsPfmp+sFNzMsoFPyMZtXT4qTkZ5ZL54X3XSAvpEIAABCDgDwGvB1zy506nwqXz3K57eJNmFHPsCZR6y70U26Wr2+XgQAj4U4A/0JV+/jEVr3mTyn//iajK5PLpo7I6UOJ5F1KzQcMpQgRjsEAAAhCAgHsC+OLtnpvlKJkf78PDC4uQ81eZH+ycm1n2yux4H/wsQs5f4efcx9le2DnTqX8f/Oo3cpYDfs506t8n88P7Rv1uyAEBCEAAAr4TCLiAi7WpYWGUdOnVWuAlUvQGaIiltrpaO21YRERDnL5BzxnKbXcFnj/IlW5YS/kLZ1HVjn9dOdQwb1hsHDUdOIyaDbmJGureN6wcdkAAAhBoBAL44u3ZRZL5cYl4eKHmKvODnft2uPfU7DiX7N6Dn5of7NScjHLBz0hGLR1+ak5GuWR+eN810kI6BCAAAQj4QyBwAy5HWh+ekEgtp8ym+FPP9IeHdg7TnmzKfWI8mbZvplrRUyHh9J6UNv4J8fA71W91aKgThXLbXTU3Fxyk/Q+PFcOH/eDqoUr5w+ITKH3SNEo8t69SfmSCAAQgAIE6AXzx9uxOkPlxiXh4oeYq84Od+3a499TsOJfs3oOfmh/s1JyMcsHPSEYtHX5qTka5ZH543zXSQjoEIAABCPhDIOADLowQ0bwFZS1+T8x90cznJrU1NZQ9or+ut0J8j17UatrLPj9/Q54glNvuqnvFX7/Svkl3UXX+AVcPdTl/s6GjRE+veygUe1q5jIUDIAABCAgBfPH27DaQ+XGJeHih5irzg537drj31Ow4l+zeg5+aH+zUnIxywc9IRi0dfmpORrlkfnjfNdJCerAKmHbvpD13D9ea1/qFRRTdpn2wNhXtgkCjEPBbwCUyvRWFi8nCbRfzvj1UazZTbUWZbbJ0PaHXRZTx+IvSfd5MNO3aTtnX9dMXGRFJHdf/RmGRkfp9QZISym135RKWfPqB1gOKzFVKh/G8RJFp6RTRNJlqSg+LCGIEVRcVkHlfDj+9Uioj7rSztYBfWFSUUn5kggAEIBDKAvji7dnVl/lxiXh4oeYq84Od+3a499TsOJfs3oOfmh/s1JyMcsHPSEYtHX5qTka5ZH543zXSQnqwCpT9tJH2jh2hNa/VjIUU371HsDYV7YJAoxDwW8ClxcRp1KTfAClKdUkxVf7vDyp8fR6V//KdNA8npj/8LCX1vdxwvzd2mLZvoezhknOEh4uAy+8UzA+8Q7ntqvdO2a8/0N57RlJ9wZbojl0o6cL+FC+Go4vu2Fn6Bbj6UBGV/7iRSjd9QSXr3yeqch7ASepzGbUQfwdkHyhV6498EIAABEJBQPbvJL54q195mR8fDUM1Q5kf7Ny3w72nZse5ZPce/NT8YKfmZJQLfkYyaunwU3MyyiXzw/uukRbSg1UAAZdgvbJoV2MVCIiAiy1eyacfUu7ke2yTrOsJvftRxmPPW7d9scI9bnYOOp+q83Ltio896TTKnPW6XVqwbYRy21WupWn3Dsq5dTDViACh0RLVtiOl3nw3JZx3oeGXXtmx5tx9VPDaXDr03gqimmpZFi0t+YbbKHWU/O+H4UHYAQEIQCDEBPDF27MLLvPjEvHwQs1V5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhfRgFUDAJVivLNrVWAUCLuDCkHkvPEnFby/RmUaJMQjbvvGxLt3bCdr8HP8V83McrJufI7pDZ2o5ZTZFt87y9qkCrjxP215bXU0HX3ySmg4aKbzaBFz73K0Qt0ub22fnVsMiki65itLum0zh0dGGeerbwT1o9j98N9UU5htmbTl1LiWe3dtwP3ZAAAIQCHUBfPH27A6Q+XGJeHih5irzg537drj31Ow4l+zeg5+aH+zUnIxywc9IRi0dfmpORrlkfnjfNdJCerAKIOASrFcW7WqsAgEZcDGL3iU7rzxXbxoWRh3W/UrhMbH6fV5Oqa02U5WYz4WiYyhKBFpkb+JePmXAFOdu2/m4/Y/dT6WffUQtn5xFief2DZg2eVqR4tXLKG/6ZMNimo+ZSM2uqZugzDCT4g6+//feP4pM2zdLj4jK6kBZS96jMDGvEBYIQAACENALyN6z8cVb72SUIvPjvDA0ErNPl/nBzt7IaEtmx3nhZyRmnw4/ew9XtmDnipY+L/z0Jq6kwM8VLX1emR/eN/ROSAluAQRcgvv6onWNTyAgAy7MuL3faVRz+JBONHPe2xR7XDddOhIaVoCHI9svhoIr/eITrSLBFHCpKSulnYP7UI2Y6F62JN8wWgzzNVa2y+00DrrsHnU1VefX9bJyLCjt3keo6cChjsnYhgAEIAABIYAv3p7dBjI/LhEPL9RcZX6wc98O956aHeeS3XvwU/ODnZqTUS74GcmopcNPzckol8wP77tGWkgPVgEEXIL1yqJdjVUgYAMuO0QPF8d5VBg54+l5lHDWeY3VOyjrXSsme9//yFgq/Wq9tX3BFHApXDqP8udOt7bNdiWhZ1/Rm2em4Rdc27yurlds/otyRg8mEr6OS3hyKrV/50v0cnGEwTYEIAABIYAv3p7dBjI/LhEPL9RcZX6wc98O956aHeeS3XvwU/ODnZqTUS74GcmopcNPzckol8wP77tGWkgPVgEEXIL1yqJdjVUgIAMuNWVltP2iU6SmbRauoZhOXaT76ks07ckWwzRtoUjxsDrm2G4UFhk6QzL5qu01JhPtf+guKvt2gx1/MAVcuKdJ5T9/2LVP2xDDzbV7cz1FNm+h3+ellLxZU6n4zYXS0lq9sITiTz1Dui9QEmvKy8i8N4fMhQeppuQQhSc1EX//mlNkZpZfhgb0hUMwtskXTigTAg0pgC/enunL/LhEPLxQc5X5wc59O9x7anacS3bvwU/ND3ZqTka54Gcko5YOPzUno1wyP7zvGmkhPVgFEHAJ1iuLdjVWgYAMuBwWw1LtF5PWy5YOa3+h8Ph46678V2dSySdrrNu8EnfCKZT+36etaTwRed5zj1LVjn+taWFiHpjYE/9DqbfeS7FdTrCm88qBZx+hsh+/tUtLOv8SSr3lHru0+jZqTJVUIc5d9sM3VLn1H6oWQ1LVVlZqh4XFxFAEB346HUfxZ/SkOFGXsKio+oq029/Qbef27Zt4J5V/96VdvXgjIqU5hcUdvU62GcLCwqn1i0to77hRVFNRbruLIhKTqPWc5coTz1f8/Zs2b4xdIXx+UU6b+asck13eNh/YTzuvkveoajZ0FDUffb/LZbpyQPWhIto16AKqKT2sO6zp4JGUducEXTon8HWpdJgDpvkt91Li+f2k+W0T2TT3ifFUW1NtTQ6PiaOsxfZ/z6w7HVZqa2qoZN172t/L8l++k/bQ4b9/8aefQ00HDNFeHYqQbgZjm6QNRSIEIOCxAL54e0Yo8+MS8fBCzVXmBzv37XDvqdlxLtm9Bz81P9ipORnlgp+RjFo6/NScjHLJ/PC+a6SFdCOBso1fUPmfv1Dl5j/Fs5Qt4geicRTd6ViK6Xw8JZ5zAUW372R0KB36cBVVbvmb4rqfpeXlUWAOb/iYDovnIqacbKouKRZzQ7elmA6dKb77meK5zCWGZcl2mAsOUtmmL6ny3/+Rads/VLlzu3gumkDR4oes0e06UmLfy8WUDCW0d+wI7fBWMxaK8/SQFYU0CEDATwIBF3AxF+ZT9nDxj4V4dVwiUltQ+9Vf2SVzIKX4nTfs0nhS8bZLP9LSit5aRAdnPmW3325DTDyeevPd1GzozRQWHq7t2n3zVdo/srb5ki67htLHP2GbZLjOc34Uvf0aFS1/Vfyqv9gwn+0OHiIq5bpbqIl4AB0uek6oLA3Z9prKCto3YTSVOwSmVOotvg1Sh/W/a4EE2RwlafdN1h7Eq5S1TwTmLPPG2OZvcsW11OL+R22T3Frne4udZUu7d7+hSBFY8vWSN+MxKl61VHeaqMx21HbZWl06f7jcdu6xuvS0cY9T0/6DdOmOCYXLF1L+7Kl2yWGx8dRx3S92abKNCvHhJO/ph7QPG7L9srQE8eGlxYQnKaJpsmy3lhaMbTJsLHZAAAIeC+CLt2eEMj8uEQ8v1FxlfrBz3w73npod55Lde/BT84OdmpNRLvgZyailw0/NySiXzM9f77um3TvJJB6Cq/yw0aj+SG9YAf6R64GnJlLp158aVoR/HJ1y0xhqNuToc0PbzPwMk0fTSTjnfGo+ZpL4AfkY8UzkL9ssduucL+2BJ7TRd+x2SDYOf/ah9kyqurhIsleehICL3AWpEPCnQEAFXMp++Z4OvvgkmURvENmSPOIOShX/yNkuzoIOHPQ4+IJakCSp35WUPrEuMONJwIV70+SK+UyqRQTanSUyI5MypswWPV/0D8wdy2uotnOvlH3jb6Pynzc5VkltWwRcOn35jwhKLRHX50ndMWzAgYQwEQxztphydlH20Iv4CZB9NhE4y3pjLUW3zrJPd2Mr7zkR7HhHH+yIEb2i2sxf6UaJrh/Cv2Tg3kCyxbHHF+dpqOBEqajn/ofGUK1DryVZvR3Totp1otbPL6LI1DTHXdp2MLZJ2lAkQgACXhFoyC/eXmlAAxci8+Mq+evhRQM33+PTy/xgp8Yqs+Mj4Qc/NQH3c+Hec9+Oj4Qf/DwT8Oxo2f3n6/eNqn05VLBoDpV89A4lXXyFeJZk/4NFz1qEo/0lwPPm7ntwtN380fxsIlr8iJuqKqly2xYyH9hnrU7cyacTBzMcpyewBFxijutG5rxcqj54QDsmIqkpxZ5wMlF0LJl2bqOq7G3W51cxHbtQ5oJ3xHOvCGv5tis8lPmBaZPo8KcfHk0Wz9L4h7fcq6VGjJ5jFuVV7d97dP+RNQRcdCRIgIDfBfwWcGk25CaKP+1suwbWVldr/3hV7dmtzZHh9AF+VDS1W7lBFwE2CjqkPfA47b3rOus/ZnYnlmyk3vkgJQ8eoe1xN+Ci9YZ4XgR4bIZikpyq3iQebin9oWco8bwLneZtiLbz/Dp7x9+iDZXmtHLOdh4JuHAvGR4uSxacaiGGhGty0RXOSqG86ZOpePUyXZ4E0T0z49EZunR3ErgXT+k3n+kOTR5+u9YzSrfDBwk8dNv2i7uLN3yTrvSs5et0gSX+cOnvHi4m8UEk+8YBHt37caecLoaae03XRk4IxjZJG4pECEDAKwIN8cXbKxUPkEJkflw1Xz+8CJDme1wNmR/s1Fhldnwk/OCnJuB+Ltx77tvxkfCDn2cCnh0tu/989b7BD9MLl7xEhz54m3jYKF6SxHML2yHtPWsNjvaXQK3ZTNkjrqCqXVu1U0aL4b6a3/MwxZ98mrUKfB8dev9tKnjpGW1YMN7B0xIkX3erNQ+vWAIulkStR8yoe6npQDGCTWycJZnKxI+W90++1zqiT9q9j4g8Q637bVfyxLPF4pVHn4/wcOypt91P4QmJttnItGsbFb72shjS/T3xgalG24eAix0RNiDQIAJ+C7h42jr+B43/YXNcZEEHbf4QEaAx5+ojvY7H83ZU+2Moa+Fqa48KdwIuJZ9+QLniH06vLZFR1PqFxdrcLkZlNkTby37+jvbefYNRldTSjwRcOLNs+CpOjxIR+6wlHxh+eDcXFtDOq3sRiWCE45L56mqKPeY4x2S3tjmIwF2EHZf0h5+lJDFOpr+WnYP7iMnnd+tOlzlnGcV2O9UunT8U+DvgkiOCmzxfkWzhsUqjjz2BwkU33BrxobTyf79L28LHZkx7mRJ69NIVE4xt0jUSCRCAgNcE/PnF22uVDqCCZH5cPV89vAigpnulKjI/2KnRyuz4SPjBT03A/Vy499y34yPhBz/PBDw7Wnb/eft9g4e+L3x9Xt1w9g4/hEzo2Yea3/WgeNYtHnbzj2+r+bVG/Mfr4g+/avtEmrYt9vOD8SPrR/MdSRP7tHxaOdXWcrU5VjlN7K/VXuvK5x8yc/l1568rQ0urFcda89Udo5XB5+b6iON4W8uj1e9IeZx2ZD+fi9tztI4iDw8wUm0WaUfLqcsn0vh8R44PE/u5HnVlmbXXMFEej1yTIn7A2tBL4RsLKP+lp7VqRHc4hjLnvkXhBvMQa8/Bxg7nDySit0oMtRXPqqJat7E2wTbgEhaXIJ5rzKV48YNS2VIhni/l8I9VxcJTC3RY860uW4WYSybn9iHa+bTynpyp+wG740G2c2Ej4OKog20I+F+gUQRcki4eQC1EF03ZG6ks6GDHKB7yNh89ToyleAFFiOGKKn7/WZsPo/SrddZsrWa+bhfFdjXgov2Dees10snB+SQc0GlyYX+KFl0Go9q01SZAN23/V8wT85eIlq+gWtHTQ7aEizktsha+S5Fp6bLd2jiOjvPX2GX0Udt5jppa8QbLC48jmT1E3xOHe6jIHpzX1S+MIpKaaKs8PNnOa86nmqKCul02/2/55CxKPLevTcrR1fxXZ1LhwllHE46sxYmJ2FtPX6BLdzdhe/8e1l8f2Jbh7zew3aOvpUrxpuu4yIz4w6U/Ay5GwUb+5UXqrfcRz6djmR+J688fuoreFPPEzH9B12uHu+9mLVqj61YbjG1yvJbYhgAEvCcg+7zg7S/e3qtt4JUk8+NawlDtWsn8YOe+He49NTvOJbv34KfmBzs1J6Nc8DOSUUuHn5qTUS6Zn7fed3l+jyLxYJ6HQzd6bmNUL6TLBZJH3kmpN94l3+mnVJ7EfueVvcRw6GV1AZTXPqSoVplOz54nhsMvFvcBL02vvoHS7p5kzW8bcFH5cS4PGc9Dx/PSbs1GMZJPirUsDlBl33CZ6HmzTUtrfu/D1GzgMOt+o5WynzbS3rEjtN3+fl5lVCekQyCUBQI+4JJ0+SBqISZRNxrX0FnAJTwhiVpOfckumGK52NrwXzOfoqReFxH/g2i7uBpwyblT/Lr/N8mv+8VcIsnDbqEU8YbCXQpli0kMp5b39H8N50NJuvRqShcTisuWQGh7tQiU7Lj8LF31ZIEAXaYjCYVLX6H8ufbXgHcZzZPCQ5HtvKoX1RQX6ops9cISij/1DF26uwnbLz2DasSHLMcl8+UVFHv8iY7JPtvec/dw6T2SPvk5SrrgUrvz8odLfwVceFzRXcMuthvzVKtMeARlviR63xx/kl3dbDcOfbyaDjw53jZJW28x/glqcpkIYNoswdgmm+ZhFQIQ8LKAL794e7mqAVmczI8r6q2HFwHZaC9WSuYHOzVgmR0fCT/4qQm4nwv3nvt2fCT84OeZgGdHy+4/b7xv8Dwte+66XnnkFM9aETpH+3N4diPVsp82ieCE6LEilsTz+1HLR583ympNr9jyN+XcNFDbjvvPWdoctJadloBL3EmnUetZr1uSDV8PrXmTDjzzsLbfcdQS0+4dYq7ii7V9sd3+Q61nLzX8N9b2BAi42GpgHQINLxCwAZeYE06lNNEts76H2s6CDvU99Oc30PDEJtbeFpbL4UrAhScK32cwobkrUeWDc56homXzLVU4+soTwL/+IUW3aX807chaQ7edq+GNgAvPC7Pzmt7SwEYr0VslXvRasV2KVi2lgzMes03S1mPEw/02L7+lS/ckwWgor1bPzqf4M3p6UrRLx2aP6E+mbZt1x8h8+MOlvwIuhz5ZQwceH6erV8rNY0U34dG6dMeEPeIXGOXilxi2S1z3HtRaTERnuwRjm2zbh3UIQMC7Ar764u3dWgZuaTI/rq03Hl4Ebqu9VzOZH+zUfGV2fCT84Kcm4H4u3Hvu2/GR8IOfZwKeHS27/7z1vsGjexStfJ2K31qkPfuQ1lQMMRWVkkoUESn+MoSLVzEJuniOEy7+aGnhYWI7Uhv1QRv5IUKkH8nH22Hix4p1x9QdFyb2H007si7y1B0rygoT61oZ/Go5lvOJcrk8S5ol35FjOb1WnLcuHx8n6sh5berM9Qjn+mh1P7qvri28zW0Rr3b5+Lx19dPV29KWI+WF8bkihQWX04ALX9ODzz9urUGMGAK93kU8Z+FRaniJaN6C2r/zlfUQS8Al4ZzzKeOpl6zpRivcu4V7ufDSQszfzCPiWJbDG9bS/ofGaJstJkyhJpdeZdnl9BUBF6c82AkBvws0aMCFxyIMT0oSkz4lUYQIfPC4iXGnnEFxYpKqSDH8l8piFHSIOa4btZn3tkoRujyuBFxyxS/0S8Qv9R0XnviKJ8BSXXiIrpxbB1n/Abc9LuWmMZQixrl0XBq67VwfbwRcuJyCJXOp4JUZvGq3xIp7IVMM+WZZuHvlLjGEmWw+k/oCbJYyXHndzdfk7990h7SYOI2a9BugS/dVgtHQZpkL3qHYzsfbnZY/XPor4JIvrlmhuHZ2i5g/qcMH3xmOf2qbV9bLJTIjk9q99altNu1BS7C1ya6B2IAABLwqIPsS560v3l6taIAWJvPjqsJQ7YLJ/GDnvh3uPTU7ziW79+Cn5gc7NSejXPAzklFLh5+ak1EumZ+333d5KPRD7y6nwmULqDo/z64qPHx9xlNz7NKwEdgCedMfpeLVb7hfSRE46rj+NwqLjtbKcDXgYtq2hbJH1M0J7PhsyXb4/Mx5YmSV49RGVkHAxf3LiSMh4AsBvwVcWohhsZIusnlAzZF3jnJ7uBgFHVpOmU2JYvIydxbVgAs//N/BQ04dPmR3Go52t136MYXHJ9il17dh2rGVeJJ2MlfZZTXqudGQbbdU0FsBl5rSw7TzatHLxcGSz2PbxdI22m+pA79GtetIWWLiMtmHLdt8rq7vmzCaSr/5THdY02uGU9qYibp0XySY9mRT9rXyuWzarfyCIlu0tDstf7j0V3Bi33/votIvPrE7f4SoT6tp8+zSjDZMYlzS3Mn32O8W/y50/PQPChO/fLEswdgmS9vwCgEIeF9A9l7g7S/e3q914JQo8+PawVDtGsn8YOe+He49NTvOJbv34KfmBzs1J6Nc8DOSUUuHn5qTUS6Zn6/ed2tNJir+YAUVLZ1vHWos4axelPH0y0bVQ3oACux7UDzn+fozCouJJR7S3NUlTPRqShDzDVvuPZcDLjm7rHMhOwZcch+9j0rWv69Vqb34IWtEk2ZK1UPARYkJmSDgNwH/BVx81CPAKOjQ7u0NFJme4RakasDFfPAA7RyoH1Yqqf8gSh93tHuiK5WQTo4uUcTNbAAAQABJREFUuqZ22lDXddG2rIZsu6Ue3gq4cHkFC2dRwaszLUVbX+POPJdaP/OKtr37lmuo8n+/W/dZVlo8+BQ1ueRKy6bXXvNfeV704NB3CY1snUXtlq/z2nmcFVS0YjEdfHGKLktESnNq/+43unT+cOmvgMuu6y+lqp1bdXXwNCHrjY/thtELxjZ5aoTjIQABYwHLlx/bHL764m17jmBZl/lx22CodoVlfrBz3w73npod55Lde/BT84OdmpNRLvgZyailw0/NySiXzM/X77u1ZjOVrF1Nha/PoyjxbICHHMfSeASsz9LE0GYdPvmFwmPjPKq8NwMuec8/QcUrX9PqIxvRxKiiCLgYySAdAg0jEJQBF45Sd1j3q+GXjvqoVQMuFX/+Qjmjr9UV13zsQ9Tsqut06SoJedMni66Ny3RZ23/4vZhrpqlduvVNwibVX223nNKbAZfqkkO0i+dyEb1dHJfMV1cTj5+6985hjruIe1S0e/NTux4RukxuJpT98j3tHXO99Oisxe+JYfA6S/d5M3H3bYOp8q9fdUUmXHApZUx+TpfOHy79EXCpra6mbX1PIqqq0tXB04SMp+dRwlnnWYsJxjZZG4cVCEDA6wIN8cXb641owAJlflwdXz+8aMAme/XUMj/YqRHL7PhI+MFPTcD9XLj33LfjI+EHP88EPDtadv/5632DvxNXbvlLedgnz1qKo70lUPSOmBf4uce04jJfWk6xJ5ziUdHeDLgcen8FHZj2X60+LSZOFUPZD1SqGwIuSkzIBAG/CQRlwCUqsx21XbbWbUTVgEvptxto3/hbdefxZEJ1o94Mjr/455PKAi7+arul0d4MuHCZ+fNfoMLF+vFPE3r3I6qsoNJvP7ec2vra/K4HqdmgEdZtb67UimDC9n7dqVac23FJOO9CynhC3yPHMZ8n24fFcGb7xbBmsiXtgcep6eWDdLv4w6U/Ai5G115XITcSHD9YBGOb3GDBIRCAgKJAQ37xVqxiQGeT+XGF/fXwIqBxFCon84OdApzIIrPjI+EHPzUB93Ph3nPfjo+EH/w8E/DsaNn9h/cNz0yD/WjbH9YazZnsioE3Ay4VYkSXHDGyCy8JPftSxpRZSlVBwEWJCZkg4DeB4Ay4ZHUQc6h85DaiasCl7KdNtHfscN150ifPoKQLLtGlqyTYTpBlmz/rtQ8pWsxTYrtIAy5+arulHkYP3d2dwL76UJGYy+V8qi0vtZzC6Wu4GM+y3dufK03Q7rQgJztznxxPJR+vlubwxq8hpAWLRO6mnD2iP1WJeU4cl7C4BGq3coPo9dTEcZf2UMIfAReth0vvrvwUxK4OPGlgk/6D7dJc3Yjp2MVubhr+wBxsbXLVBPkhAAF1AXzxVreS5ZT5cT48vJBp6dNkfrDTO8lSZHacD34yLX0a/PQmqimwU5WS54Of3EU1FX6qUvJ8Mj+8b8itkFonoD13GtCTaqtMYkLgaMoSI6o4Pm9zxcqbAZca8WNfniva8qPfluJHvonix771LQi41CeE/RDwrwACLhJv1YCLace/lH3DZboSkq+/jVJvcZgIXJdLnrBv4p1U+pV+bpD272+iiKbJdgcFY8CFG5j/8nNiLFS1SeeSR95JqTfeZefi7Q3Tzm2Ufb08gBbZqg21efktimiW4u3TUu5TE6nkw5XScpsOHklpd06Q7uPErT276Pap9gQqXL6Q8mdPtTs+LDaeOq77xS6NN3aIDynV+Qfs0uPFUGCtxJBg3l6CsU3eNkJ5EIBAnQC+eHt2J8j8uEQ8vFBzlfnBzn073HtqdpxLdu/BT80PdmpORrngZySjlg4/NSejXDI/vO8aaSHdImD7Y+eYzl2p9eyl9c7lwvcVP6Ph4e6bXXP0x9feDLhw/WxHvglPTqWsBe9QZFq6perSVwRcpCxIhECDCSDgIqFXDbhUlxTTjktO15UQd+qZ1PqFxbr0+hJqq820c9AFVH1gv13W8IQk6vDxj3ZpvBGsARfuNbPzGtHLpaJc12bbhDAxsRn3bnEMRNnm8db6vkkiEPalPhDG5cd2+w+1en4RhUdHe+t02uR7+S9Pl5cXGSXmrFlv1wPEMeO2vqcIvzK7ZNVAoCsBl92jrqbKf/6wO0+4CAy2X/MthYWH26V7uhGMbfLUBMdDAAJyAXzxlruopsr8+Fg8vFATlPnBzn073HtqdpxLdu/BT80PdmpORrngZySjlg4/NSejXDI/vO8aaSHdIlBrMhEHSqpydmpJka3bUstJU8XznVMtWexeK7b+QzzncqWYyznm+JPFD2/ftO73dsCltqaGcu4Yqp2LTxKe2ISa3z2Jmlw8wHpO2xVTzi7KfWK8mPu37keyrWYspPjuPWyzYB0CEPCzAAIuEnDVgAsfmj3yCjKJf3gdF3eG1CpYNJsKFrzoWBQZBXACIuAiJrrfcclpujp7MqwaF3ZwztNUtGyBrlzbhKZX30Bp4k3HH0vVvhxteK9a8UsG2RJ78mnU8rEXKFL8+sCThYfp4h4+RcvmGxaTett9lDzsFsP9vGPHVefpAndJl11D6eOfcHoc73Ql4JL7zENUsuYtXZmpo8dR8tCbdemeJARjmzzxwLEQgICxAL54G9uo7JH58XF4eKGiJ3/oDTv37XDvqdlxLvzdVbdyzAk7RxHXtuHnmpdjbvg5iri2LfPD+65rhqGaW5vL5X7x3MJUWUcQFkaJ5/ej2K6nUHSHY6jmcAlVbvmbKsSPTMt/+FZ8GK7R8vk64MInMYmh5ffcMYyqiwvr6ib+H3fqGRR3yhkU3elY4h9mV4lAS8XvP9Lhde8RP0uyLAi4WCTwCoGGE0DARWLvSsAl/5XnqXDJS7pSwsUQU21f+0B5qCnTti2UffOVROYqXVlp48Tk6P31k6MHQsCFx5fc3uckXZ1Tbx9PyUNu1KWrJpgLDmq9XKxvfI4HRkTW9fJIz3Dc47PtQ2vfpQNPPGBYfoTo4pnx6Aytx4thJic7zPl5xPPFlP/wjWGu2BO7U+uZr9Xbe8TyCwvbgmKOO5HazFthmyRdz3txChWvsO+hZTSkWPnvP4kPAUP15URFUdb8VeJDSmf9PicpFX/9Kj7M/EXNrhqmyxWMbdI1EgkQgIBXBPDF2zNGmR+XiIcXaq4yP9i5b4d7T82Oc8nuPfip+cFOzckoF/yMZNTS4afmZJRL5of3XSMtpDsKcGAj97FxIrDyl+Mu6XZCr4so9db7KDqzrXW/5VlFwjnnU8ZT+ueD1oxHVrhHSvaQC7WtFhOnUZN+8p4r/Iwob9okKt34hWMRTrcRcHHKg50Q8IsAAi4SZlcCLmYx/NdO/ofSEhG3KS/6mOOoxYQpFNv5eJtU/WrZpi+Jewo4DiXGObnrYNu31ovJ0ZvqDgyEgAt3ddzWS7TPceL0Hr0pY9pcXZ0tCTxJWYSY8N7ZkjfzKSp+a5E0S5LoSpk+aZp0ny8TOSBS8vFqp6eI79GLUm4cQ7FdxITyCou5sIAKl86j4nfekN5HliI4iMcBk6iMTEuS4eueu4dT+c+bdPuzlnxA0e076dItCYc3rKX9D42xbFpfjQIu/EF21+A+ZBY9gBwXnt+mxcSpFH9Sd8ddum2eDyl/3gwq/fpTMjpXMLZJB4EECEDAKwL44u0Zo8yPS8TDCzVXmR/s3LfDvadmx7lk9x781Pxgp+ZklAt+RjJq6fBTczLKJfPD+66RFtJlArVmMxUsnkOHv/iEzNnb7XqLcH4exj7m2BPEc567KPZ4/Q+OfRVwsdT10Jo3qfi9t6hS/FCbqkyWZO01LD5R/EB7sFa/3Ml1c0kj4GJHhA0INIgAAi4SdlcCLny400newyOomZjgvOnAIRTZsrX1ixB39+Pufzw5vLMH+M3HPiR+7X+dpJaBMYcLV0w21BOnt5wymxJ79uFV61IhxrssXPoKlX67gbIWvSse/h9j3ee4UvHv/yjnRnmkv77AgWNZ3trmeXb2T76XSkVgor4lqm1Hij/tbK3bZ2SLDIoUARMS85pwt1Rz4UGq/Pt3Kv3uS6r44xciUa6zJVwE3Fq/+BrFdOriLJt1H39YKJj/gnXbshJ3Rk/RC+d50f000ZKkvfIH0qLlC8W9LOaNkdTFKAjCBxevXqaNZWpXoM0GD2WWPGgERWW1ozDRM4mXGhGgrMreKbrJbqUy8WuNkk/WWIN2RucKxjbZMGEVAhDwogC+eHuGKfPjEvHwQs1V5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhfT6BPhZhWn7Fqras5siUppTdLtOYuh48SwnABZ+HlW1aweZdm4VP85OomjxzCmiRUvD9/8AqDKqAIGQFUDARXLpXQ241IjJ3ffceR1Vbv5TUtrRJH6QHN22PXH03JS9QxeZPpqzbi1OTHLV6tn54iF1hOMubTsQerhwRfZNvINKv1ovrWPcGeeKydvLKUK8GVSKXgzmvbut+TLnLDOckIwzcY+Hwtf0vWQSzhbdNKfW303TeiIvr7gSdPHGqXkS+lbT54seMycoF8djjOaICe1lS2TrLGp6xbUiANKBwmNitA8Txe+toCrxpm20GAVBOD9/mN17301Oh0LTyhXBlihx7lrxiwzz/j3WAIvjOY3OFYxtcmw7tiEAAe8I4Iu3Z44yPy4RDy/UXGV+sHPfDveemh3nkt178FPzg52ak1Eu+BnJqKXDT83JKJfMD++7RlpIhwAEIAABfwgg4CJRdjXgwkXw2Io5tw4ic+5eSYmuJ/FwZJmzllJ4fILhwYEScDn8zWe0f8Jow3oa7XAWcKkpPUw7r+pFNaUlusMzX1pOsSecokv3ZwIPpVb0xnzK514kkh4h3qoLz9nScvJzFCnmh3Fl4Q+YObcPpco/f3blMMO8RkEQywHmvFzKHnkF1dhM6GbZ5+qr0bmCsU2u2iA/BCCgJoAv3mpORrlkfpwXDy+MxOzTZX6wszcy2pLZcV74GYnZp8PP3sOVLdi5oqXPCz+9iSsp8HNFS59X5of3Db0TUiAAAQhAwH8CCLhIrN0JuHAx5oMHaN9/76JKMfG3J0tCz76UPvEprYugs3ICJeDCw6PtvfdG6ZwhzurvLODCw47lz31Wd3jsSaeJQNTruvSGSqjY/BcdmDJB6yXizTqEJyRRs6E3U/KwUYY9nOo7n0l0gd0tgiC15aX1ZT26PzqGotJbUdVu0QPLZjEKgthkIZM4Zu/9o+x6MdnuV12PEl122772gTR7MLZJ2lAkQgACHgngi7dHfPiVvGd8Uj88+FFDlf3d5SPhBz81Afdz4d5z346PhB/8PBPw7GjZ/Yf3Dc9McTQEIAABCHgmgICLxM/dgAsXVVtVRQULZ1HRisXaUFqS4g2TwpNTKWX4HWLOlmGGeWx3BErAhevE85Lse/ju+oeVsmlA5ry3Kfa4bjYpdas1JhPtuuZ8qi7I0+3LeOYVSjjzXF16Qybwhzme7L1Q9HipFHPUeLJwoKXpoOHanCc8JqenC8+Ds18M+aYN4VVPYTznTMZjz1Pp999Q/uypdrlVAi58gLmwgHIfvZfKf9pod7zKBs8rk3zDaGp2zXAKi4oyPCQY22TYWOyAAATcEsAXb7fYrAfJ/HgnHl5YiZyuyPxg55TMulNmxzvhZyVyugI/pzxOd8LOKU+9O+FXL5HTDPBzylPvTpkf3jfqZUMGCEAAAhDwoYDXAy5Fby2igzOf0lW5xcRp1KSffAJ0XWYXEji4UfDqTLsjeG6Ktks/sktzZWPPmOup/Jfv7Q7hib/Txz9hl+Zsw1yYT8UrllCpGG6LJ9wyXCKjKLbryZTY6yJqcvk1Yk6NWMOsjjsCse2Hv1xHB+c8TeY92Y7V1bbDE5tQ0sUDtDlEott1lOYpXvMm5T3zsG5fdKdjKWvhu7r0QErgYED5919T2Y/fUvnvPxGJCddUloTzL6EmwiXu1DNcugdUyq4+VERFy16l4vfekg75FZHagpIuuoJSRt5B4bFxVLh8odsBF0t9KsR8Rnz/l3wm/h6KOVu0RczhYjf8WngERaZnUFSbdpTU5zJK7H2xdn5LGc5eg7FNztqLfRCAgGsC+OLtmpdjbpkf58HDC0cp+bbMD3ZyK8dUmR3ngZ+jlHwbfnIXlVTYqSgZ54GfsY3KHvipKBnnkfnhfcPYC3sgAAEIQMD3Al4PuPi+yo3vDDy/i2nXNqopKqRqMccF/3qfJ0KPFD1aOIjAD7mDbeGAk2nnNqrK2Ulh/GC9ZWvtT5R4wB4WKR68Gyw8PNmuoRdJh6VKf2S69mDe4NCAS+agwMEXp1DJWoUgkQi8cc8dDnzE9+hN4dHRXm8P9xwybdtM5n05ZC4qoMhmKRTZKpNiOncV1yjc6+fjAnmum2pxL5hz94leUIeIokS7xLmixf0Q0byF28OlWSobjG2ytA2vEICA+wL44u2+HR8p8+N0PLxghfoXmR/s6nfjHDI7TocfK9S/wK9+I6McsDOSUUuHn5qTUS74Gcmopcv88L6hZodcEIAABCDgGwEEXHzjilLdFCj59EPKnXyP7ujIjExqu+wTjx/Q6wr2Q0Lpxi/owLMPU/WB/UpnC4tPoPgzzqWEc86n+O49KDKlud1xWpBhx78U06mL8DAOXtkdhA0IQAACISSAL96eXWyZH5eIhxdqrjI/2Llvh3tPzY5zye49+Kn5wU7NySgX/Ixk1NLhp+ZklEvmh/ddIy2kQwACEICAPwQQcPGHMs6hLJAtJnk3bf1Hlz/t3keo6cChuvTGklBTVkr5Lz1Dxe8u5ydWLlWbg00xHToTxcRQ1a7tWs8hLqPVi0so/qTuLpWFzBCAAARCQQBfvD27yjI/LhEPL9RcZX6wc98O956aHeeS3XvwU/ODnZqTUS74GcmopcNPzckol8wP77tGWkiHAAQgAAF/CCDg4g9lnENJoGzTl7R33Chd3nAx9Fq7tz8Xw2zF6PY1tgSezydvzjNU/t2X7ldd9GppKSa3Tzy3r/tl4EgIQAACQSyAL96eXVyZH5eIhxdqrjI/2Llvh3tPzY5zye49+Kn5wU7NySgX/Ixk1NLhp+ZklEvmh/ddIy2kQwACEICAPwQQcPGHMs6hJJBz13VU8esPurwpt9xDKdffpktvzAllP24Uk9MvoPIfviES85woL2L+n4wnZlFCj17KhyAjBCAAgVATwBdvz664zI9LxMMLNVeZH+zct8O9p2bHuWT3HvzU/GCn5mSUC35GMmrp8FNzMsol88P7rpEW0iEAAQhAwB8CCLj4QxnnqFeg4q9fKee2wbp8PJ9J+5VfUHhikm5fMCSY83KpZO27dOjDVVS1e4fzJokePq2mvkTxp53tPB/2QgACEAhxAXzx9uwGkPlxiXh4oeYq84Od+3a499TsOJfs3oOfmh/s1JyMcsHPSEYtHX5qTka5ZH543zXSQjoEIAABCPhDAAEXfyjjHPUK7Jswmkq/+UyXr9mQm6n57eN06cGYUPHHz1Ty6QdU+e8/xEOP1Rw+ZG1mWGw8ZUybS/GnnmFNwwoEIAABCMgF8MVb7qKaKvPjY/HwQk1Q5gc79+1w76nZcS7ZvQc/NT/YqTkZ5YKfkYxaOvzUnIxyyfzwvmukhXQIQAACEPCHAAIu/lDGOZwKmHZspewbLtXnEcNntVvxOUWmpun3hUCK+eABMu34l0y7tlFs11Mo9rhuIdBqNBECEICA5wL44u2ZocyPS8TDCzVXmR/s3LfDvadmx7lk9x781Pxgp+ZklAt+RjJq6fBTczLKJfPD+66RFtIhAAEIQMAfAgi4+EMZ53AqkPvkeCr5eLUuT1L/QZQ+7nFdOhIgAAEIQAACzgTwxduZTv37ZH58FB5e1G/HOWR+sHPfjo+EH/zUBNzPJft7y6Xh3lMzhZ+ak1Eu+BnJqKXL/PB3V80OuSAAAQhAwDcCCLj4xhWlKgqYc/fSzkF9xMTx1fZHhIVR1htrKTqzrX06tiAAAQhAAAL1COCLdz1A9eyW+fEheHhRD9yR3TI/2Llvx0fCD35qAu7nkv295dJw76mZwk/NySgX/Ixk1NJlfvi7q2aHXBCAAAQg4BsBBFx844pSFQXynn+cile+rsud0LsfZTz2vC4dCRCAAAQgAIH6BPDFuz4h5/tlfnwEHl44d7PslfnBzqLj/FVmx0fAz7mbZS/8LBKuv8LOdTPbI+Bnq+H6OvxcN7M9QuaH9w1bIaxDAAIQgIC/BRBw8bc4zmcVqC4ppp0Dz6XaygprmmUlc/4qiu3S1bKJVwhAAAIQgICyAL54K1NJM8r8OCMeXki5dIkyP9jpmKQJMjvOCD8ply4RfjoS5QTYKVNJM8JPyqKcCD9lKmlGmR/eN6RUSIQABCAAAT8JIODiJ2icRi9Qc7iEDn/9qW5HeFw8JZ53oS4dCRCAAAQgAAEVAXzxVlEyziPz49x4eGFsZrtH5gc7WyHjdZkd54afsZntHvjZari2DjvXvBxzw89RxLVt+Lnm5Zhb5of3DUclbEMAAhCAgD8FEHDxpzbOBQEIQAACEICAzwXwxdszYpkfl4iHF2quMj/YuW+He0/NjnPJ7j34qfnBTs3JKBf8jGTU0uGn5mSUS+aH910jLaRDAAIQgIA/BBBw8YcyzgEBCEAAAhCAgN8E8MXbM2qZH5eIhxdqrjI/2Llvh3tPzY5zye49+Kn5wU7NySgX/Ixk1NLhp+ZklEvmh/ddIy2kQwACEICAPwQQcPGHMs4BAQhAAAIQgIDfBPDF2zNqmR+XiIcXaq4yP9i5b4d7T82Oc8nuPfip+cFOzckoF/yMZNTS4afmZJRL5heI77vDhw83agLSIQABCEDAQ4HFixd7WIJ3D0fAxbueKA0CEIAABCAAgQYWaCxfvBuYyfD0Mj/OHIgPLwwb0YA7ZH6wU7sgMjs+En7wUxNwPxfuPfft+Ej4wc8zAc+Olt1/gfi+gYCLZ9cZR0MAAhBwJoCAizMd7IMABCAAAQhAAAIeCjSWL94eNtNnh8v8+GSB+PDCZwgeFCzzg50aqMyOj4Qf/NQE3M+Fe899Oz4SfvDzTMCzo2X3XyC+b1gCLtOnT/eswTgaAhCAAASsAvfdd5+2joCLlQQrEIAABCAAAQhAwPsCsi/e3j8LSoQABCAAAQhAAAIQCEQBBFwC8aqgThCAAAS8L4CAi/dNUSIEIAABCEAAAhDQCSDgoiNBAgQgAAEIQAACEAgZAQRcQuZSo6EQgECICyDgEuI3AJoPAQhAAAIQgIB/BBBw8Y8zzgIBCEAAAhCAAAQCUQABl0C8KqgTBCAAAe8LIODifVOUCAEIQAACEIAABHQCCLjoSJAAAQhAAAIQgAAEQkYAAZeQudRoKAQgEOICCLiE+A2A5kMAAhCAAAQg4B8BBFz844yzQAACEIAABCAAgUAUQMAlEK8K6gQBCEDA+wIIuHjfFCVCAAIQgAAEIAABCEAAAhCAAAQgAAEIQCCgBYYPH67Vb/r06QFdT1QOAhCAQGMSQMClMV0t1BUCEIAABCAAAQhAAAIQgAAEIAABCEAAAl4QQMDFC4goAgIQgICDAAIuDiDYhAAEIAABCEAAAhCAAAQgAAEIQAACEIBAsAsg4BLsVxjtgwAEGkIAAZeGUMc5IQABCEAAAhCAAAQgAAEIQAACEIAABCDQgAIIuDQgPk4NAQgErQACLkF7adEwCEAAAhCAAAQgAAEIQAACEIAABCAAAQjIBRBwkbsgFQIQgIAnAgi4eKKHYyEAAQhAAAIQgAAEIAABCEAAAhCAAAQg0AgFEHBphBcNVYYABAJeAAGXgL9EqCAEIAABCEAAAhCAAAQgAAEIQAACEIAABLwrgICLdz1RGgQgAAEWQMAF9wEEIAABCEAAAhCAAAQgAAEIQAACEIAABEJMAAGXELvgaC4EIOAXAQRc/MKMk0AAAhCAAAQgAAEIQAACEIAABCAAAQhAIHAEEHAJnGuBmkAAAsEjgIBL8FxLtAQCEIAABCAAAQhAAAIQgAAEIAABCEAAAkoCCLgoMSETBCAAAZcEEHBxiQuZIQABCEAAAhCAAAQgAAEIQAACEIAABCDQ+AUQcGn81xAtgAAEAk8AAZfAuyaoEQQgAAEIQAACEIAABCAAAQhAAAIQgAAEfCqAgItPeVE4BCAQogIIuITohUezIQABCEAAAhCAAAQgAAEIQAACEIAABEJXAAGX0L32aDkEIOA7AQRcfGeLkiEAAQhAAAIQgAAEIBCyArXV1RQWERGy7UfDIQABCEAAAoEugIBLoF8h1A8CEGiMAgi4NMarhjpDAAIQgAAEIAABCEAggAVMOTtpzx3XUZMrBlPTAUMoMqV5ANcWVYMABCAAAQiEpgACLqF53dFqCEDAtwIIuPjWF6VDAAIQgAAEIAABCEAg5ATyZjxGxauWau1O6NmHMqbMDjkDNBgCEIAABCAQ6AIIuAT6FUL9IACBxiiAgEtjvGqoMwQgAAEIQAACEIAABAJUoOZwCe0YeC7VVpRpNWw1YxHFdz8rQGuLakEAAhCAAARCVwABl9C99sHU8jlz5tDnn39OtbW11mY98sgj1K1bN+u2uyv79++nCRMmUP/+/enKK690txivHPfJJ5/Qa6+9RpMnT6aOHTt6pUwU4hsBBFx844pSIQABCEAAAhCAAAQgEJIChctepfw507S2R3foTFmL3wtJBzQaAhCAAAQgEOgCKgEXs9lMu3btsnuYLWtXVFQUZWVlUVhYmGw30iDgM4GzzjqLtm7dalf+qlWrqGfPnnZprm5wAGfAgAH07bff0mWXXUYLFy50tQiv5r///vtp8eLFWiCJgy+RkZFeLR+FeU8AARfvWaIkCEAAAhCAAAQgAAEIhLRAbXU17bq2L5n379EcWox/gppcdk1Im6DxEIAABCAAgUAVUAm48IPm7777TqkJI0eOpKefflopLzJBwFsCHBDcsmWLVtyjjz5KmzdvJm8EXFauXEm33XabVu6yZcuoT58+3qqyW+X8+uuv1LdvX+3YqVOn0k033eRWOTjI9wIIuPjeGGeAAAQgAAEIQAACEIBASAgc3rCW9j80RmtreLMUardyA4VHx4RE29FICEAAAhCAQGMTUAm48PBFH3/8sbVplh4v3JOlQ4cO1nT+tf2tt95K119/vTUNKxDwt8Dll19OmzZtonfeeYfOOecct09vMpmoR48eWu+uk046idavX+92Wd488Nprr6VPP/2UmjdvTj/88AMlJiZ6s3iU5SUBBFy8BIliIAABCEAAAhCAAAQgEOoCu2+5hir/97vGkHzDaEodNTbUSdB+CEAAAhCAQMAKqARcHCufm5tLJ5xwAiUnJ1t7FTjmwTYEGkrAWwGXRYsW0bhx47Rm8LwpF198cUM1ye68HGS55JJLtLQHH3yQ7r33Xrv92AgMAQRcAuM6oBYQgAAEIAABCEAAAhBo1AKHPllDBx6v+2JKkVHU7u3PKTI1rVG3CZWHAAQgAAEIBLMAAi7BfHVDs23eCLjU1NRovVu2bdtGnTt3pm+++SagMPv3708bN26ktLQ0+uWXXygmBr3JA+oCicog4BJoVwT1gQAEIAABCEAAAhCAQCMTqCkvo11DLqLq/ANazZsNHUXNR9/fyFqB6kIAAhCAAARCSyBUAy5VVVXEQ0YlJCR4/YLzkGsVFRU+GerJF2VzmfwnNjbW6xY86Xx5eTnFx8d7tezDhw9rZYaHh+vK9UbAhYfQswyN98gjj9Cdd96pO09DJrzxxht09913a1WYPn063XDDDQ1ZHZxbIoCAiwQFSRCAAAQgAAEIQAACEICAukD+y89R4esvawdEpKRR22WfULiXv1yr1wY5IQABCEAAAhBQEQiFgAsHE7777jutR8D3339Pf/75J+Xl5Wk8qamp1K5dO+KH9DfffLNhT4Hi4mJaunQpHTp0yMqalZVFQ4cO1bY///xz4knVv/32Wzpw4ABxoIHn1uCyL7vsMho2bBi1bNnSeqztii/Ltj2PZZ09Xn/9dc3k77//pn///Zc4ANW+fXs6/vjjteHibrzxRkpJSbEcIn39+eeftXlNuDcIL6eccgpddNFFtHfvXlq4cCHxfu59UVJSovUSOfPMM7U5VQYOHCgtz1mixWjVqlW0detWKi0tJZ4zKDMzk/r166cFR4455hitCG8EXCzzpPA8Rb/99htlZGQ4q562b9++fbRixQoqKyuzy8v3wahRo+zurfz8fFq+fLlmY5s5Li6ObrrppnqDdRxwOu6447TAXiDNL2PbllBfR8Al1O8AtB8CEIAABCAAAQhAAAIeCJj2ZFP29WIsafFlnZcWk6ZRk4sHeFAiDoUABCAAAQhAwB8CwR5wefPNN2nixIl2gRIj1zZt2mhBky5duuiyvP322zR69Gi7dJ5QffHixdrQQWvWrLHb57gRFRVF3FPi1ltvddxFvizb8WS///47jR07lv744w/HXXbbPCH7M888owWL7HbYbAwYMMBuqK2RI0dS9+7d6YEHHtACIjZZ7VY5+DBlyhS7NGcb3Nvk9ttv1wUnbI+JiIjQzsttu+KKK2jTpk30zjvvaAEe23wq6xwg4nuAg1Bnn302rV69WuUw4p4mU6dOleZ99913tSHKLDv5vrn/fnlPcA5WcZCuvoUDhFwuLz/99BNxABBL4Agg4BI41wI1gQAEIAABCEAAAhCAQKMT2Df+Nir99nOt3jFdT6bMl5YT/yIQCwQgAAEIQAACgS0Q7AGXe+65R+vNkZSURNzDgoMk/Kdbt25aLxTujfHJJ5/QzJkzaf/+/dShQwdat24dNWnSxO7CcQ8LfhDOQ4Xt3r2b3nrrLa2HAQ9p9ddff2l5L7zwQuKeEV27dqUWLVrQli1btF4eM2bM0Hq9cKbrrruOeNt28WXZtufhid95Evjq6mpt+DAO/lxwwQXEPUN4ODHu6cITsr/wwgvW+vL98eyzz9oWY13n3kLcs4cDItxriHuccO8ZXk488UStV88ZZ5yh9fLZsWMHvfzyy1qvDt7PQ3RxAKq+hY/573//q2Vr1qwZ8fXkoA73xOEeJRxAWrBggVZvznT11Vdr14d7NLkbcOHjbrnlFu2c7MUBJJWF7wvu5TR79mxrLxcOLnHPIR7yy3aelYKCAi1Yx3PEcFCQl/T0dO28HLji+7W+5dVXX6Xx48dr2Z544glpMK++MrDfdwIIuPjOFiVDAAIQgAAEIAABCEAgqAUOf/M57Z9wW10bRZAlc94Kij22W1C3GY2DAAQgAAEIBItAsAdcOECSnZ1NnTp1Itl8H5bryIEXDpjk5uZqPRWczYnBE6hz7w7LwsGZp556igYNGmRJsnstKiqiBx98UOvJwjuef/55LRhhl+nIhq/K5qHDuH2VlZVakIWDPkbDZPFwVdxTg4MdvHBvjEsuET2ZDRbbB/+chR2ee+45uwCD5dCXXnqJHn74YS048+OPP1Lr1q0tu3SvHPzh4cE4QNSrVy8tKCYblo33v/jii/T0009bAz5cmLsBFw5ecNCJFx72i4NSrizcu2bIkCHEjjzcFw8zlpycrCuCg1BXXnkl5eTkaEOj8XBpHJxRXXiosz59+mjZ+X7lHjZYAkcAAZfAuRaoCQQgAAEIQAACEIAABBqNgDkvl7JHXkE1xYVanZMuvZrSJzzZaOqPikIAAhCAAARCXSDYAy6uXF8eQosf2g8ePJhmzZpleKhjUIR7NVgefBseJHbwPC7cm6Zp06bakF48X4fj4ouyOejUt29f+ueff+jUU0/VhsiSnduxLvzAeMmSJVrPC56bxrHXjyW/bcCFAwgcVDEKbvHcNueee65WFzZma6OFeyJxrxvu0fLBBx8Ylmk5/pVXXtGGj7Nsuxtw4Z4/HPzghXspyYIllnMYvfLcNRx44mAb98ZZuXIl8TBtloXLZSsO8HGvKj6fs+CT5TjbVx7yrJ2YI8hkMlHv3r21Xle2+7HesAIIuDSsP84OAQhAAAIQgAAEIACBRidQK35NuGfMDVTx+49a3SOat6Cshe9SRDPnE6w2uoaiwhCAAAQgAIEgFkDA5ejFtQwlxb05uFeH0WIbFBkxYoQ214lRXtv0AwcOUM+ePYmHk+IhzHj4McfFF2WvXbtWG8qMgyw810daWprjaaXbPDwY94rh+V54Hhwezku2WAIup59+uhbM4flqnC2WQM6kSZO0+WRkeS0OPAwXD1vGw57Vt3Awp3///tr8LZyXgxjs7erC15971/AwazxMmLsLDzXHQ5wdPHhQqz/Xh3vosOc111xD+fn52lwxHIzh4cTcWbgHDffO6tixo7Xd7pSDY7wvgICL901RIgQgAAEIQAACEIAABIJaIP/l56jw9bqhJsRPDqnVi69R/Endg7rNaBwEIAABCEAg2ARCKeDCQ0/xPC38EJ0fUvN8c9xrg3se8APr9evXE8+54UrAhecK4R4KqgsPLTZ//nztgfucOXN0h1kCDbzDW2XzBPU8hBj3qLAME6Y7sUGCJZjCE9FzvWWLJQ/PPcI9hOpbnnzySW1YNWdBHEtQhu9PozlkZOfh4bx4GDJe3A248Pw+fJ9YgiOy86imcQ8ddufyeLgwDjJx23jeHp7nhocbS0lx/8dK3LOF58/hwBTf15hDUfXK+D4fAi6+N8YZIAABCEAAAhCAAAQgEDQCZZu+pL3jRlnbk3LLPZRy/ZF5XKypWIEABCAAAQhAINAF/BVw2bp1K/Gk57bDKvnLhofS4jlF1qxZo80HUt95VQMuPLE5T3ruykNuHn5szJgxxJPJv//++7qqWAIu3ix74MCB9PXXX2sBBB5SzJWFe+NwEOPYY4+lr776SnqoLwIuHODhYcz4ul1//fXS88oSS0tLtcAG93ZxN+DCwbdDhw5p8/5s3LhRdhqX0nbu3KkFXWx7y5x22mna/DBGw7SpnoCDS3x9IiMjtXsxPj5e9VDk87EAAi4+BkbxEIAABCAAAQhAAAIQCBYBx3lb4s7oSa2eecWlhw3BYoF2QAACEIAABBq7gD8CLjx0Ej+wNwoy+MqQH7pPmDCBOCBgWXhYrczMTO0PP5wuKSnRhnzavHmzNRijGnBp27Yt8cTvriwcBOA5Qrp27UobNmzQHWoJuHiz7LPPPlubi0R3MhcSeJgwntxdNjeLLwIuHJDgQAXP3cJDlbmydOnSRRu2zd2AC18bHv4tIyODfv/9d1dObZh36dKldsOnrVu3jk4++WTD/Ko7LrjgAq2OHHDZs2eP9PqoloV83hVAwMW7nigNAhCAAAQgAAEIQAACQSlQU15Ge+4eTpX/q/vyiXlbgvIyo1EQgAAEIBBCAv4IuHAw45xzztGG3uJhsvy1TJ48mWbPnq2djoeJ4jlILrvsMumPRHhi+QULFhAfoxpw4Z4tO3bsoISEBOUmvfjii/T444/TVVddRXPnztUdZwm4eLNsnmeGAxc8bwjPyeLOwkNW9evXT3qoLwIu5513Hv3999/0xhtvUN++faXnNUrs1KmTNmQXz8nD952ry8UXX6zNdcPBuezsbFcP1+XnOXRuvPFGbXJ7y07u6fX2229rgTdLmjuvp5xyihYIcydA5875cIy6AAIu6lbICQEIQAACEIAABCAAgZAUqDGZaN8Dt1D5T0eGVhDztrSe+TrFnfifkPRAoyEAAQhAAALBIBCsAReeo4UfRtfU1NCdd95JjzzySL2Xa/Xq1S7P4cJDhPXp06fesi0Zrr32Wvr000/p0Ucfpdtvv92SbH21BFw4wVtl87BcTz31lDahPAeVvL34IuDCw4h9/PHH2pwnY8eOVa4y9/Kw9Bxxt4fLLbfcQhys4WX79u3Ew7u5u/A9NXr0aDKbzVqwa9q0aTRs2DAtmMRD7L311lvafepO+TwnUbt27YiDhRxYstTZnbJwjPcFEHDxvilKhAAEIAABCEAAAhCAQNAI1PIksw+NodKv1lvb1Pyeh6nZlcOs21iBAAQgAAEIQKDxCQRrwIUnpOcgCwddPvnkE6UL407AhR9489BgKr1c3n33Xbr55pu1unCvB9l8KrYBF2+VvX79ehoyZIhWRx4iy9N5QxwxfRFweeGFF+iJJ54gHlqMe+eozpMzf/58evDBB7Uquhtw4R5I3BOJl5UrV9K5556rrbv6v+XLl9Pdd9+tBf24Z9W8efOIh2YrKirSehv9+uuvlJiYqAXWzjzzTFeL14I23BOIF76+ljq7XBAO8IkAAi4+YUWhEIAABCAAAQhAAAIQaPwCPP75gSkTqOTj1dbGpIy6h1JuuM26jRUIQAACEIAABBqnQKAGXPhB95IlS4gnGj/++OPptttuc2l4KO5BMmvWLC3Awb076ltMoifvHXfcQRx0UR1SzFImD9XFD7t5Hg2jZdu2bcRDVfHDdmcPx20DLlyWN8ouLy+n3r17a5Oq85Bir7/+unIAw6g9tum+CLjk5ubSSSedpM2rM3XqVLrppptsTyld5zlmuKdHaWmptt/dgAv3LBozZoxWxqRJk+zmXpGeWJK4aNEiGjdunLaHh4/joe0iIiKsOXnuoKFDh2oT3vPQZa+99hpZgifWTPWs8DH33nuvlsuox1Q9RWC3DwUQcPEhLoqGAAQgAAEIQAACEIBAYxbIm/EYFa9aam1CsyE3U/Pb675AWhOxAgEIQAACEIBAoxQIxIDLTz/9pAUnbEFjY2Ppjz/+IB6GSWWxTFLOPQfee+89p4fww33uebJp0yYtn6sBFz7oxBNPpJkzZ2rBIduT8ZBmr7zyCj355JPEgY/MzEz68ssvDYepcgy4eKvsn3/+WQsk8TBUPJfNxIkTbatpuM5BDA4WFBQU0EsvvSSdlN0XAReuED+w5qAb9x7i3kEcgDFaDh8+TNdddx2xn2VxN+CSl5dHJ5xwgtYz5fzzz6c333zTUqTSq6V3FWfmOk2fPl3qVlZWRjfccAN98cUXFB0dTex40UUXKZ2DM/GQdCtWrNDy89xIHTp0UD4WGX0vgICL741xBghAAAIQgAAEIAABCDQ6gfy506lw6TxrvZP6D6b0cY9Zt7ECAQhAAAIQgEDjFgjEgAv/ap9/ve+48PwXPPm4yrJ161Y6++yztYfm3NOAH37a9jDgMviBNz/Qf/rpp4l7HFgW1YBLjx496IILLtCGvuIewdzDhYMCXbt2JZ4U/d9//yUeNop76fBy3HHH0dy5c3VBGct5+dUScPFF2dzOZ555Rjvd6aefTlOmTDEMYuzcuZN4WC8eFovnH+GAwObNm7UhsGzry+u+Crjw9eGAB/cOYtvx48drPU/CxTyCtgsHGzj4wBPcc3CGg1wc3OI5TbjHizvLgAEDtGvB98yff/6pXU+Vcp599lni+5QX7pXDvaucDYdWWVmp3dM87B238eWXX9bm2qnvXNw+vp+4N8+xxx5LX331VX2HYL+fBRBw8TM4TgcBCEAAAhCAAAQgAIFAFqgVX6wPPP0QlXy0ylrNhAsupZYPP0thDl9yrRmwAgEIQAACEIBAoxNQCbjYTiLuSQP5F/j8cLy+ZcaMGVowwDEfD9N06aWXOiYbbts+/D7mmGO0ye1btmxJhw4doi1btmiT1/NDfV54ng4OcvDwVbbL1VdfrfXssE2zDYpwzwvuGcPBgL///ts2m3WdH9rzEFX333+/Friw7pCs+LJsDgpxcITnKOEH9RwI4DluOnfurPWOKC4u1oJEHKzasWMHcX5eUlJStCHTbHtf7N27V/Pk3iCOS0xMjNbz4qyzzrLbxb05PvroI7s03uDgBvcCki0c+OF71GLbunVr+s9//kNdunShAwcO0G+//ab94bo2bdpUax8HlSy9lbhMDhZxTxC+vqrL22+/rU12z/k5MDVq1Cinh3KvrIEDB2qBHseMSUlJWq8m7t1kWTZu3EjDhg2zC/RZ9nEvrq+//prS09MtSbpX7r1z6623aukq9dMVgASfCyDg4nNinAACEIAABCAAAQhAAAKNQ6DmcAntm3Qnlf9cN6wG1zqhR29qOWUWhUUYj03eOFqHWkIAAhCAAAQgYCugEnDh4bY4sODp0q1bN/rss8/qLYYf4nMPDB4myrJ06tRJ63Hg2LvBsl/2yj0deHin5557Tvpgm4/hB/gPP/wwXXnlldr8LbYP1jkgce211+omI3cMiljOzUOe8T4ORnAPBA7ycG8XHp6KgwEqiy/Ltpyfe9xwL6INGzZYkqSv3HNi5MiRmkF8fLxdnv3792u9RzhI47hwgIHniXEMcHCAgXtyOC6yoJZtHg6KcU8R7vVkmZ/Fdj9fp759+2o9lfh6Xn755XYBF64PH8s9nlQX7tXTvXt32rNnj9YLaP369U4P5Z5M/fv3lwZcuLcTt7tNmzbWMjjwyO2uqKiwpllWOCjIf0/S0tIsSbrXwYMHa3n4vuKgE/fswRJYAgi4BNb1QG0gAAEIQAACEIAABCDQIALm3L205/5RVLVzq/X8SZdcRS0eeAzBFqsIViAAAQhAAALBI6AScGmI1nKwZeXKlcS9LbhHA/dsiYqKcqsqBw8e1IZc4l4b/AC9VatWWhCE513JyMhwuUyjoIjLBUkO8GXZjqcrLCzUeo5w7xEOnPA8LRwcyMrK0oIp/OA/kBa+J9auXasNMcY9WkwmkxbE6NOnjzY3jrfrynPWcDCOF74XuRdUICw8xFnv3r21qnDPqYceeigQqoU6OAgg4OIAgk0IQAACEIAABCAAAQiEmkDF5j9p3wO3UnXBQWvTU24eSynDR1u3sQIBCEAAAhCAQHAJBGrAJZCVfRkU8WXZgWwaiHXjnjXc0yo3N5d4eLQ1a9YERDW519H777+vzafz448/UmpqakDUC5WwF0DAxd4DWxCAAAQgAAEIQAACEAgpgcNfrqPcx8dRbUV5XbvFL0jTJ06lpD6XhZQDGgsBCEAAAhAINQEEXFy/4r4MiviybNdbiiN4aLR77rlHg+Bh9RyHSfO30D///EM9e/bUTjtx4kRr3fxdD5yvfgEEXOo3Qg4IQAACEIAABCAAAQgEnUBNZQXlz5pKxauXWdsWntSUWj41h+JP6m5NwwoEIAABCEAAAsEpgICL69fVl0ERX5btektxRHV1NV100UXaPCkDBgygV155pUFRJkyYQAsWLKAOHTrQ559/To5z6zRo5XByOwEEXOw4sAEBCEAAAhCAAAQgAIHgF6j493+U++h9VLVrm7Wxka3aUKtnX6HoNu2taViBAAQgAAEIQCB4BRBwcf3a+jIo4suyXW8pjmCB7du30x133EE8Uf2IESMaFGXVqlW0evVqeuCBB7R5iBq0Mji5UwEEXJzyYCcEIAABCEAAAhCAAASCR4AnGS1avpDy5z1HZK6yNiyh10XU4oHHKUL0cMECAQhAAAIQgEBoCCDgonadeaLy+++/nw4dOkQ5OTlUXl5OcXFxdpO1R0RE0IMPPkiXXHKJWqFHcvmybJcqgswQgIDXBBBw8RolCoIABCAAAQhAAAIQgEDgCpgPHqDcJx6g8p82WisZFhtPaWMnUZNLr7amYQUCEIAABCAAgdAQQMBF7TqvXbuWrrvuunozjx8/XgvM1JvRJoMvy7Y5DVYhAAE/CiDg4kdsnAoCEIAABCAAAQhAAAL+FuBeLSUfvUMHZ0+jmkNF1tPHHNeN0h+eTtGZba1pWIEABCAAAQhAIHQEEHBRv9a7du2iyspKwwNiYmKobVv3PlP5smzDCmMHBCDgMwEEXHxGi4IhAAEIQAACEIAABCDQsAIV//xBeTMep8q/fztakbAwSr7+Vkq58S4Ki4g8mo41CEAAAhCAAARCSgABl5C63GgsBCDgJwEEXPwEjdNAAAIQgAAEIAABCEDAXwLmwgJtnpaS91fYnTIyvRW1eOgZij+pu106NiAAAQhAAAIQCD0BBFxC75qjxRCAgO8FEHDxvTHOAAEIQAACEIAABCAAAb8I1FabqfidN6hg/otUU1py9JxRUZQ85CbRs+U2Co+NO5qONQhAAAIQgAAEQlYAAZeQvfRoOAQg4EMBBFx8iIuiIQABCEAAAhCAAAQg4C+Bsu+/prxZU6lqx792p0w4+3xKvWsiRbduY5eODQhAAAIQgAAEQlsAAZfQvv5oPQQg4BsBBFx844pSIQABCEAAAhCAAAQg4BeB0o1fUMGi2fbztIgzR2W2o7S7J1H8mef6pR44CQQgAAEIQAACjUsAAZfGdb1QWwhAoHEIIODSOK4TagkBCEAAAhCAAAQgAAGrQG1tLZV+tZ4Kl7xElZv/sqbzSlhcAqUMH03NBo2gMDGUGBYIQAACEIAABCAgE0DARaaCNAhAAAKeCSDg4pkfjoYABCAAAQhAAAIQgIDfBGpraqh0w1oqWDyHTNu32J9XBFeaXnYNJQ+/nSJT0+z3YQsCEIAABCAAAQg4CCDg4gCCTQhAAAJeEEDAxQuIKAICEIAABCAAAQhAAAK+FKgxVdLhTz+kwqWvUNWubXanCouJpSb9B1PysFEItNjJYAMCEIAABCAAAWcCCLg408E+CEAAAu4JIODinhuOggAEIAABCEAAAhCAgM8FTLt3UPG7b1LJh6uopqTY7nxhsfHUdOBQajbkRopMTrXbhw0IQAACEIAABCBQnwACLvUJYT8EIAAB1wUQcHHdDEdAAAIQgAAEIAABCEDAZwK1ZjOVfrmOilcvo/JfvtOdJzwhkZpedT01GzyCIpo00+1HAgQgAAEIQAACEFARQMBFRQl5IAABCLgmgICLa17IDQEIQAACEIAABCAAAZ8IVO3NoUPvvUXFH7xNNYX5unNEZmRS0ysGiz9DKDwxSbcfCRCAAAQgAAEIQMAVAQRcXNFCXghAAAJqAgi4qDkhFwQgAAEIQAACEIAABLwuUF1cSIdFbxaen6X8501EtbX25wiPoISze4sgy7UUd/o5FBYWZr8fWxCAAAQgAAEIQMBNAQRc3ITDYRCAAAScCCDg4gQHuyAAAQhAAAIQgAAEIOBtgepDRdqQYSWffUTlP4kgS0217hQRaenU9PJB1ET8iWzeQrcfCRCAAAQgAAEIQMBTAQRcPBXE8RCAAAT0Agi46E2QAgEIQAACEICARMCcn0dVe7IpIjWNoltnSXIgCQIQMBKoFhPe87wsJZ9/TOU/fCsNsojuKxR3Rk+tN0vCWb0oLCLCqDikQwACEIAABCAAAY8FEHDxmBAFQAACENAJIOCiI0ECBCAAAQhA4KhA4fKFVLRikTYxdZsF71BYeLh1p7N91kxBtJI77b9U8v4KCheTdLd/f5M2tNGee28k065tlHztjdTsmuFeaW2ouXoFDYUEpIBJBCjLv/+aDn/zOZX/KIIs1WZpPWNOOIWSzu9Hib0upkjRswULBCAAAQhAAAIQ8IcAAi7+UMY5IACBUBNAwCXUrjjaCwEIQAACLgnkL3iRChfN1o7p+NmfFBYVZT3e2T5rpiBZqa2poR1XnE01RQUUf9Z51OrpeVrLsof3J9P2zWKOifMpY+pLXmltKLl6BQyFBIxATelhKhPzsHCQpVT8Me/dbVi3mK4nHw2ytGhpmA87IAABCEAAAhCAgK8EEHDxlSzKhQAEQlkAAZdQvvpoOwQgAAEI1Cvg7OG/s331FtzIMpT//hPtuWOoVuu0Bx7X5pbgDQRcGtmFRHW9KsCByMp//qSyH76msu++poq/fpUPFXbkrDHHn0SJvftRUm/RkyU9w6t1QWEQgAAEIAABCEDAVQEEXFwVQ34IQAAC9Qsg4FK/EXJAAAIQgEAICzgLqjjbF4hk1SWHqGjZAkq6+AqKzurgUhXzZk2l4jcXEs8x0e7dbygyOVU7HgEXlxh9mtmT6+vTigVR4TUmE5m2/EXlf/5KFX/+TOU/f0c1Ym4WoyUsNp7iTz2D4k4/hxLPOV8EWVoZZUU6BCAAAQhAAAIQ8PYYoQ4AAEAASURBVLsAAi5+J8cJIQCBEBBAwCUELjKaCAEIQAAC7gs4C6o42+f+GX1zZG1tLe2bcBuVfbuBMqa9TAk9erl0op2DLiDzvhyK7fYfypzzhvVYXwRcrIVjRVnA0+urfKIQy2g+sF8EVn6hctFzhV8rt/xNZK5yqhDTpSvFn3aOFmSJ63YqhUVGOs2PnRCAAAQgAAEIQKChBBBwaSh5nBcCEAhmAQRcgvnqom0QgAAEIOCxgLOgirN9Hp/YywVU/O8Pyrnlaq1UVwMulVs30+6R/bVjU28fT8lDbrTWDgEXK0WDrnhyfRu04gF08pqyMm0+ooq/f6vrwfLXL1QtAi71LRGpLSj+9LPFn3MovnsPimiWUt8h2A8BCEAAAhCAAAQCQsAScAmIyqASEIAABIJMYPHixQHVojDxS83agKoRKgMBCEAAAiEp4Cyo4mxfoGHxQ+ScWwdp1XI14FKwcBYVvDpTOzZr+TqKbp1lbR4CLlaKBl3x5Po2aMUb4OQ870pVzk4ybdtClds2iyCLeN36j9aDS6U6UZntKPaEk0Vvr1OJe7BEtz9G5TDkgQAEIAABCEAAAgEngIBLwF0SVAgCEAgiAQRcguhioikQgAAEIOA9AWdBFWf7vFcD75TkyQP57JFXkEk8kI4SD5bbLnnfrkIIuNhxNNiGJ9fX15Wura6m2vIyCk9M8vWpdOWb8/PItGNrXWBFC65spkqxTaZKXV5ZAs/BEnv8iXUBlq6nUGzXkyiiabIsK9IgAAEIQAACEIAABCAAAQhAAAIBK4AeLgF7aVAxCEAAAqEl4Cyo4mxfoCm5+0C+SszbskvM38JL8g2jKXXUWLumIeBix9FgG+5eX19XuPz3nyhvxmOUcv1tlHh+P6+fjoM55gP7qGpPtuTPbqqtKFM/Z0QkRWW1p9jOx4vASl0PFu69EhYRoV4GckIAAhCAAAQgAAEIQAACEIAABAJQAAGXALwoqBIEIACBsh83UslHq8i0axtV5e6jyNQ0imrXiRJOO5uSLuxPYVFRdkhFK5dS1e4dlNCzD8X/50ziORIOieNLv/iEqvaKh6FmM0VmZFKcGJ6n2bU3auXZFsAPU0vWv08l696nquztVFtlouiOXcQD0a7U9IprKTI9wza7dN0kjuPjedgg/qV79eFDFJXeiqIz21LS5ddQ/KlnSo+zJDoLqjjbZzne9rV04xfaxNsVm//S5ooIj4mj6E7HUkzn4yjxnD5iaKJOttml66rXoGjl68J+p7WMis1/UqWY9JuXhB69NXfrTrGSdOlVFHvMcbZJ2nrRW4vo4MyntPXM+asoVkwIbrs4Blx4RNDyX76jCjHJeOXfv1PFlr/EfRFNMcccr7Uz/vSeujJsy+P10k1fUpn4E9G0GaWMvNNxt912bVUVVW7fLIaIqnvgXl1w0G6/7UZkWgtKHnaLbZK27o0yLIX66xp76/pa6u3tV+5Zkj/naSr5ZI1WdNp9k6npgCEun4b/jagWZZnzD5D5oPizf48WWDHt2U3mnF1UJbap2uxyuRHNW2j/lsR06CJeO1NMx2Mpum0H3b9hLheMAyAAAQhAAAIQgAAEIAABCEAAAgEogIBLAF4UVAkCEAhdgZqKcsp9bByVfrXOECEiJY1SR99PTS4eYM2zY0BP8bD0ACVdchUlDxpBex8cbTxPQnQMtXpyFsWfea52PD9c3TtulDaUlbVAm5XwJs0ofdI0ETzoZZN6dJXnZChYMpdKN3xM5GRasISefanl4y8Y/ordWVDF2b6jNRHPgw8V0YGnJlLp15/aJtuvR0ZR6s1jqNmQmyksPNx+n9hy5RoknnMBbe/XXVeGs4SWjz4v7YGQc9d1VPHrDxTZIoPardygK8I24JL2wOOUO2UClX/3lS6fNUG0LXn47ZQi/hj1HFB1PfzZR3Rw7rPG95T1pEdWRA+GThv+skv1RhlcoD+vcfKNd9HBZx+2a0d9G0bXt77jXN3PAZKiFYupYOFsMYxYqfXwlJvHims+2rrN86hUFxVoQZRqDqRof3KPbNe9clpNYb71GHdWwhOStF4rWmCzQ+e6IIsIsESIfz+wQAACEIAABCAAAQhAAAIQgAAEQkUAAZdQudJoJwQg0CgE9k280xpsCYuJpcTeF1O4mMeAe51UiF4MNcWFWjsSevejjMeet7bJEnCJO+V0qtzyP6opLdH2RWV10HpzmPNyqfLfv4lELwVtEUGXzDlvUKQI3uSMvpbMuXu15MhWbShG9AQxF+SLcsQDc5v5FzLnvqkN/1NXwNH/77y2L5nFMEO8RKQ0p9iTT6fY406k8Ph4rc4lH70johjV2n7u9ZB6233auuP/nD38d7bPUg73ZtknAk3Voq2WhXsFRYuhi7jHDk/czUMiWZbYk0+j1jMWUVhkpCVJe3XlGqRPmmrtlWIppFrYWQJmcWecS1EtW1l2aa9NLh+k63nCD8R3XHG2cKqhplf9n73zAI+q6Pr4Se+EQEIIkACJBRTsFcQGAtKkqShFECmKH6BSFRQFEUEEK02lg/SqAgL68grCq6iIDaQFAgFCCCGE9OSbM+Eu9+7ezZbsbnY3/3kecu/MnfqbuwTmv+ecHhQzdKymDWcUwYV8/ci3SiQVizacOLB4RMv25B8TKywSTkiLF7Z8UVJQo1vFOueSb3CIUmS4WuLKVjSnxw6WllJKI//aCeQfLcYSVg8s8imJ954trDj5iDnGvFwqVDiiD2UMV+9x6AMtyb9qNWV4ebVnfzUdOCBz+X8/UNr0CdKqzbg7/5q15eew+GImFWVlUrH4w++VIxKLvQFi/wNqx4v3rm7pfa3SPOKtOIIw+gABEAABEAABEAABEAABEAABEPB0AhBcPH0HMX8QAAGvIcCuqFKe6yLXEyhcTtWaMkfj+qs4P58y1yyhjIUzKUxYVsSOetuwdkVwUQrYKqXGyAkUfv8jShHliwPy1NEvUMExEchapOCb75SWDzm/7CYSVh8xL71OVdp1NVh98LfeU0cNpDwhZHDig/v4GV/Ke/UPKbgIIYPFlKge/clXCEXqlCvca6UMeloe+vKBbf11P6gfG+7LOvwv6xl3wN/2P96ng1jbYdlfoHBfFP3SWAoVooqS+OD/4sYVlD7jvdJDaPGg+oBX5JyVOuXZA0Mff+2jlAFPyGzcu7PMWgYp9fl68auVdHbSa7Ko1vT50i2c+jnfGwSXKw/YoiDmlTcovEU78vHx0VTP2vaV6G+MIa5GlIjrUb3/S5o6nLHENWPJZ4LXFNkuoHZdYek0iYIb32boJ2vb15T2/ptULCyLfELDKH72SukuylBB3DiiD+7PXfa4ImO4cJyfcx9NMgh6as7lvhfvkF9UtBDuaoi/d8SfGjXJ/4qYEij23l+ILHqiXbnHRQcgAAIgAAIgAAIgAAIgAAIgAAIg4EUEILh40WZiKSAAAp5N4Py8T+j85x/KRSQs/kZYZiTqLqj4cqn7IF9xwK0kteDClga1P1hAgfWSlMeGa1HWRUp+soVBcJAPhOupmhM+ovAr1gmGyuKG3WslP9WS2BURp1qi39Db7pb3yo+MxbMp7MHWFCi++W4unXlrmIjvskE+rrd+F/lHVTepWtbhf1nPuKOMpZ/LOBZ8HyjcGbE1jm9IKGdN0uVf9tCpoc+Uuj8Tlj4JC74Sc4+X9cqzB8pA9hzIp44cSNm7viPfiEiqv2GXEMK0Vjfct1pwYfGj9gfzRGwdrfWMMge+5v77N6X061oad0MIagkLNlBgfH11lTIFF463crj17dLKyVdYeTAn/yittQd3xpZDx/t1ltZTQSIAerxgryRH9KH05S57bM/+Kmsoz5XFlpNDe1OhiMlka2IB1l/EUuF4KlJMEdZQhrywVpL34u8Nc67nbB0P9UEABEAABEAABEAABEAABEAABECgshKA4FJZdx7rBgEQcDsC6TOnEosXnBKWbpHB5q2dpFpwqSXcZIXeca/ZpmpRgStF9RLWD/1MrR+UDjKWfiHEjHdlNnrIGKratafyyOqr+rA8YelmsbZ6Jm3LElXKesZuk451frDUmkMIKHUXfk0BteqY9K8uSPvgbcpcuUAWRXbtRTFDSq1LyrMHSv+2HsgX51ymI22FiCXcnkWIuDwcL0cvKYILx3ipM2u5PCTXq6cuS/twImWKOB+c9Poui+vlfT/TqRe7y7Y1Rk2kKm27yHu9H4Z+hJVE/a/2kJ8Qjjg5og/ux5322Nb95fk7KpWIoPXZO7ZKSze12zh1/wFCaI0dMUG4nasqXc/5CfdzegKeug3uQQAEQAAEQAAEQAAEQAAEQAAEQAAEHEMAgotjOKIXEAABECg3gcz1yyltyljZT8SjnYRLsLet/sa5IriEiZgTccJapazErsWOC6sVTgF1kyhh3nqTOCbq9oXpaXSs432yyFx8EXV9vXu1yyxHCy6X9+4utVgRA4c9LGLbiKD0llLuwb8opW8nWS3k9nup9vR58r48e6CMaeuB/KXvN8s4Kdy+5tsfa9zAKX3yVRFcwpo+THGTZqgfmb1XCxUczDxh7jpNXYNQIkqTtv9BPgEBhucZy+ZR+sfvyHzd5dsoIM68iJXz+146yW7jRKr5zqcULlzecXJEH9yPO+2xrfvL83dGyhfu8zLXLKaLm9ZSyRWrNx6HBRcWHZFAAARAAARAAARAAARAAARAAARAAARcTwCCi+uZY0QQAAEQ0CVQmHFeuvsqySl1GRZ0w83C8mSosFZpoltfXagILhFtulDs6InqRyb30s3Tw41kObsCixv/gUkddQHHPjnc/CZpgcGxY+LEgbq1qfDsacpPPkxZQlTIWl/qasrRgsuFVYvo3PTxhikFNWhsuDd7I9aUJ2LmcGI3S/XX/Ffel2cPZAfih60H8gZ3a8I6J1FYh5iLk2GP4MJzOiHiyeSJuDIk+k/69jdDjB5+VpbgcmH5PBEvpFRwqbfyu7Ldl/29n1L6C/dlIsW+/h5FPNJe3juiD+7InfbY1v2VIJz4gy2ksrasp8zVSyj/yAFil4L11+104ojoGgRAAARAAARAAARAAARAAARAAARAwBwBCC7myKAcBEAABCqAwKUd39KZ8cOFe6wcw+gB9a6hqG59KKLlYxoLBEMFcWOL4MLtjj7WlIrOn5OxVywJLlw/uVtLKjiZLALAP0Rx787kIt3EcSYurlsmXUkVHD1IxdmXTOo5WnDhoO2Za5aYjGN1gYhhk/jtPvINDJRN7N0DZTxbDuQ5EPzRdvcITllkyXLFXsHlzNsjKUtYQXCqu0xYqqjcrZUluGTv+p5SRw6Q7WoKq6FwYT1kLl1YtViIXm/Jx7U+XkyhN98h7x3RB3fkTntsy/5KCC78kbt/L2VuWEGxr05y4agYCgRAAARAAARAAARAAARAAARAAARAQCEAwUUhgSsIgAAIuAmB/CMH6ex744gPT9XJTwS6jnqqL0V26amxUuA6tgoux55oToVCHLHGwoX7P967gwiOfsCs4JJ/9F9Knz2NsnduLw1Gz42uJJ+QMPIJCqLiC+dliaMFl9RRz8txfYJDqMaIq5YuyviWrj7C8iPs/kfIR8QfUZI9e6C0teVA/vJPO+nUy8/KppbipNgruKRNHUeZa5fKMRIWbKTA+tcqUy3TwqUwI52OdXlQWjb5C3diCfM3kG9IqKGtcsP1jvdqV7q//gHCWmgH+VWtJh87og/uyJ322Jb9VRjhCgIgAAIgAAIgAAIgAAIgAAIgAAIgUDkIQHCpHPuMVYIACHggARZcMhbNoexd32lmH9rkQar5xjTyDb16+F2Rgkv2j/+h068PLQ1aL2bqGxYurXE4SHtg3USZd2YMl7T335KxLIRiQolbfjXrkksD0cqMLXugdGnLgbxBDBFWNuwGShEqlL7UV3sFl5ODe5EMsC4teX4TljxBhm7LsnDhSuc+nUwXln4u63Osm9gxk8lfuGBTUv6Jo3TmzWEG92wR7Z8QAdu1opcj+nCnPbZlfxVOuIIACIAACIAACIAACIAACIAACIAACFQOAhBcKsc+Y5UgAAIeTCD/+BERfHwuZW1cSVRcLFcS2bk7xbz0umFVFSW4FJ47S8d7PGpwHRb20KPCndE7JqKHMwWXC6uFO6tppe6s6sz4koIb3Wrg4qgba/ZAGcvaA3mOjXOs0/1UlH6Wgm+5k+p8tEjpQvdqr+BypO3dVHzxAgXE16e6SzZp+rYkuHB8kNTXXqQcYYnDyTe8irByepB8hKVL0cXMUoum/Dz5TO79a5PINyhY5pUfjujDnfbY2v1V1o8rCIAACIAACIAACIAACIAACIAACIBA5SEAwaXy7DVWCgIg4OEEcvf/QqeG9ysVN4TrpsRNPxsOtytKcEmf9b6wwpklyUZ2epqihQikds2lIHem4HL51//RqcE95VDV+g6mar0HKcM6/FrWHiiDqQ/ka06aSeFNH1Ieaa7qetH/N5qqPtFb89w4Y4/gckm4eDstXK5x0nMfZ0lw4XYlBQV0btZUGZunJPcyF2mTeBerPfN8mdzL24c77bF638raXy0k5EAABEAABEAABEAABEAABEAABEAABCoDAQgulWGXsUYQAAGvIZAmLDkyhUUHp/i56ynomuvlfUUJLidf6Us5//tBmD74Uf2Nu8kvooqcj/EPZwouRcJ642jH+0SskQKigEBK+GItBdZLMp6Cw/Lm9kAZQHMgX0aw+fSZUylj8WzZrO5yEcxexEkpK9kquDCX4z3bUdH5NNmtnqhjjeDCjS9+s4bOf/4hFZ45VTpFwTnktnuktUtE8zbkFxlVWl7Gz/L04U57bO3+loECj0AABEAABEAABEAABEAABEAABEAABLyUAAQXL91YLAsEQMA7CWSuWUJp778pF1dHCAvB1zaU9xUluCQ/3ZoKRByPABGIva4IyG4uZa77ktLee0M+Tli6mQLr1DOpWtbhf1nPuKP0Lz6ijLkfyz6DrruBan+yxMStmfGA7NIr6+tVVHw5m6o+/ozxY7N5c3ugNFAfyNcYOYGqtHtceaS5KuwCk66nhHnrNc/0MrYILsX5+XTmrVco+z9bZFcB9a6RQpRPQICma0tcufKZiaMoSwgunMKaPUIRj3ak0DubWuQrG1z54Yg+3GWPrd1f9fpxDwIgAAIgAAIgAAIgAAIgAAIgAAIgUDkIQHCpHPuMVYIACHgAAT5QLsnNpSqPdaPA2vEmM2Zh4ES/rlQgYrqQCHyetPkX8vH3l/UqSnA5Oawf5ezZQT7BoVR30dfkHxtnMm+2bkn7YCKV5GTLZyy4+EVE0oXl86UbKkUEKOvwv6xn3CkLDCeeaU8FKcfkGAG161Lsa+9QcOPbZd74R96hf+js1HGU98evFHTDzRQ/a7msUp49UMbIPfAnpTzXWWYju/SgmKFjlUeGa37yERn7hgui+rxI1Z/9P8MzczfWCi65Yk1nJr1GBcmHS7vy9aU6M5dTcMPGJl1b4pp/8jgd7/aIbBfRuqNg+q5JH5YKHNEHj+Eue2zN/lpigucgAAIgAAIgAAIgAAIgAAIgAAIgAALeSQCCi3fuK1YFAiDggQRS3xhK2du/kTMPubsZhd7RlALrJko3XXlH/6WMhbOoMDVFPjc+/K4owSVj8RxKn/menBNbUcSOeEuKHCwO5f75G2WuWlQaWF21Hxzr5dJ/t1LRubOU8OVWg7hU1uF/Wc+UrmWcj2HPEV0J4i6CyRAHcg9pfKtwMXatiH2TRXkH/6Tcf/6gnJ93iRP8YtlULbiUZw+UeXCQ+COtbhPBT0qkEBX94kgKEpZIHGT+8u4dlLV1o7QUydpYKvLEz10nXMM1UJqbvSqCC4mYKSE33U6h9zxAQYnXkm9kVSpMP0f5Rw5QnhB7snd8K8dWOqr23BARY+UFJau5WuKa+89+ShEiH6eQW++iWtPmkY+fn6YPSxlH9KGM4Q57bM3+1nzrAwq97W5l2riCAAiAAAiAAAiAAAiAAAiAAAiAAAhUEgIQXCrJRmOZIAAC7k8gbfoEIVAstDhRdkFVZ+YyjUunihJcOBh6ysAnhJDxl2HePkHBVMKihxAcZPLzp4D4ulRw7IrFxZWa/rUTKH72CvKrUlWWlHX4X9azK93JC1uOsCst9XzUz43vwx5sRdUHvCJcnNWVj8qzB+q+z4wfTllbzLsJC6ybRPnCAsVfxG2pJ+K3WJMMgos1lUWdgDr1KGbEeAoVQom5ZIlrSVERHe/dQezdIdmFb1gEBQkBy79GTfKPiib/6BpinLoUGF+P/GrECY3Lx2QoR/Sh7tQd9tjS/tb6YAEEF/Wm4R4EQAAEQAAEQAAEQAAEQAAEQAAEKgkBCC6VZKOxTBAAAc8gcPm3n+jC0s+kJYRigaHMnIWMqk8/R1Hij29wiFIsr7YKLicGPkl5wgIl7MHWFDf+A01fepmTLz9LOT/tpAgRjyRWxCVRp6LMDDr38STK2rRWXUw835Db76HoF0YS+fnS8adalT4XAkxk155Uvd9Q8hV1lHRh9WI6N+0tmU3a/gcprsa4oKxnSnvlWlJYSOfnf0qXRPySAiHAUHGR8khefUWA96AGjYUbrxcpWLgTM0727oG6H7bw4Vg7WZvXqYuJhHuvkNvuFRY2O2V5pIgdEzP4VW0dM7nCtDOU/cM2urRzO+Xs3U1UWGBSk5kH1kui0CYPUVSPAeQbGGhSR11gDdfCs6fp5CvPmghm6n743ic0jKp26UlVu/UxiGhKHUf0ofTF14re4zL39677qMYr4yigZm31lHEPAiAAAiAAAiAAAiAAAiAAAiAAAiBQCQhAcKkEm4wlggAIeB4BthwpSEmmfI5JIixF2IKALRbUIoS7raowI53yDx+k4osXKLD+NRSQkKhxP5UvLFzyRfyZ0NvuId/wCJdMv1hY2uQfOUgFJ0+QX7VoIUZcIywzqlk1tiP2gIUGHp8P6P1jhDWIYOInBJ/LwqVZ0YXzFNzoVrsO5nluhefOEIsw7JrNJyRUCi3+4pBfz8rEqgUbVeIxzn/+IWWuXSrdsRk9NpvlOSTM30C+QoBxRB9mB7ryoCL32Nz+WpoznoMACIAACIAACIAACIAACIAACIAACHgnAQgu3rmvWBUIgAAIgAAI2E2gRIh8p17qIyxpfpR9BNS/liJatKNQEVuI3YixaETCe1hR5gUpDLI10cUNK6gkJ1vWr9rtWar+wohy9xE9SFhHIYEACIAACIAACIAACIAACIAACIAACICAhxCA4OIhG4VpggAIgAAIgICrCFza8S2dfu1FOVxEyw5UY9REi9ZVuQf+pJODe1KJsOYJathYujQrbx/xs1e6askYBwRAAARAAARAAARAAARAAARAAARAAATKTQCCS7kRogMQAAEQAAEQ8C4C6bPep4xFs+Si6q3/0Wo3bKmjX5BxZnwjIinysW7l7iPx6/95F1isBgRAAARAAARAAARAAARAAARAAARAwKsJQHDx6u3F4kAABEAABEDAdgLpM6dSxuLZsmH9DT+SX1Xr4t6c6N+V8v7eT4HXNKCwu+8vdx8Jc9fZPnm0AAEQAAEQAAEQAAEQAAEQAAEQAAEQAIEKIgDBpYLAY1gQAAEQAAEQcFcC2bt3UOrwfnJ6EY+0pxqvTiIff3+z0+WYL+kz3qMLSz+TdSK79pLxXsrbR8yQ18yOiQcgAAIgAAIgAAIgAAIgAAIgAAIgAAIg4G4EILi4245gPiAAAiAAAiBQwQSKc3PoRP/HqeDov3ImAfWvpYhH2lHoHU3Jv1p18g2LoOKcy1R4Po1y9u6mi9+soYJjh2RdX2ENU2fGUvKPji13H4F16lUwCQwPAiAAAiAAAiAAAiAAAiAAAiAAAiAAAtYTgOBiPSvUBAEQAAEQAIFKQ6Aw4zydeqk35R8+YPWa/arXoNpTP6fApOtkG0f0YfXgqAgCIAACIAACIAACIAACIAACIAACIAACFUwAgksFbwCGBwEQAAEQAAF3JVBSVESXvt9MF79aSXkH/6LizAyTqfqGV6GgaxtSlce6UfgDLU1cjzmiD5NBUQACIAACIAACIAACIAACIAACIAACIAACbkgAgosbbgqmBAIgAAIgAALuSKAwPY2KL2ZScX4e+YZHCLdhNcg3KNimqTqiD5sGRGUQAAEQAAEQAAEQAAEQAAEQAAEQAAEQcBEBCC4uAo1hQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEvJcABBfv3VusDARAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAwEUEILi4CDSGAQEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQ8F4CEFy8d2+xMhAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARcRgODiItAYBgRAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAwHsJQHDx3r3FykAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABFxEAIKLi0BjGBAAARAAARAAARAAARAAARAAARAAARAAARAAARAAARAAAe8lAMHFe/cWKwMBEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEHARAQguLgKNYUAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABLyXAAQX791brAwEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQMBFBCC4uAg0hgEBEAABEAABEAABEAABEAABEAABEAABEAABEAABEAABEPBeAhBcvHdvsTIQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEQAAEXEYDg4iLQGAYEQMA5BJ555hnndIxeQQAEQAAEJIH58+eDBAiAAAiAAAiAAAiAAAiAAAiAAAiAgBUEILhYAQlVQAAE3JcABBf33RvMDARAwDsIQHDxjn3EKkAABEAABEAABEAABEAABEAABJxPAIKL8xljBBAAAScSUASXqVOnOnEUdA0CIAAClY/AK6+8IhcNwaXy7T1WDAIgAAIgAAIgAAIgAAIgAAIgYB8BCC72cUMrEAABNyEAwcVNNgLTAAEQ8DoCEFy8bkuxIBAAARAAARAAARAAARAAARAAAScTgODiZMDoHgRAwLkEILg4ly96BwEQqLwEILhU3r3HykEABEAABEAABEAABEAABEAABOwjAMHFPm5oBQIg4CYEILi4yUZgGiAAAl5HAIKL120pFgQCIAACIAACIAACIAACIAACIOBkAhBcnAwY3YMACDiXAAQX5/JF7yAAApWXAASXyrv3WDkIgAAIgAAIgAAIgAAIgAAIgIB9BCC42McNrUAABNyEAAQXN9kITAMEQMDrCEBw8botxYJAAARAAARAAARAAARAAARAAAScTACCi5MBo3sQAAHnEoDg4ly+6B0EQKDyEoDgUnn3HisHARAAARAAARAAARAAARAAARCwjwAEF/u4oRUIgICbEIDg4iYbgWmAAAh4HQEILl63pVgQCIAACIAACIAACIAACIAACICAkwlAcHEyYHQPAiDgXAIQXJzLF72DAAhUXgIQXCrv3mPlIAACIAACIAACIAACIAACIAAC9hGA4GIfN7QCARBwEwIQXNxkIzANEAABryMAwcXrthQLAgEQAAEQAAEQAAEQAAEQAAEQcDIBCC5OBozuQQAEnEsAgotz+aJ3EACByksAgkvl3XusHARAAARAAARAAARAAARAAARAwD4CEFzs44ZWIAACbkIAgoubbASmAQIg4HUEILh43ZZiQSAAAiAAAiAAAiAAAiAAAiAAAk4mAMHFyYDRPQiAgHMJQHBxLl/0DgIgUHkJQHCpvHuPlYMACIAACIAACIAACIAACIAACNhHAIKLfdzQCgRAwE0IQHBxk42oRNM4ffo0jRo1ijp06ECdO3e2uPItW7bQwoULady4cZSUlGSxPiqAgLsQgODiLjuBeYAACIAACIAACIAACIAACIAACHgKAQgunrJTmCcIgIAuAWsEl8LCQkpOTqaSkhLdPpTCgIAASkhIIB8fH6UIVzckwPuYmppKtWrVcvnseOyOHTvSrl27qF27djR37lyLcxg2bBjNnz+fGjduTCy++Pv7W2yDCiDgDgQguLjDLmAOIAACIAACIAACIAACIAACIAACnkQAgosn7RbmCgIgYELAGsGFD8b37Nlj0lavoE+fPjR58mS9RyhzEwLTpk2jiRMn0qJFi6hVq1YundWqVato4MCBcsylS5dSixYtLI7/22+/0SOPPCLrTZo0ifr27WuxDSqAgDsQgODiDruAOYAACIAACIAACIAACIAACIAACHgSAQgunrRbmCsIgIAJAWsEF3bltGnTJkNbxeKFLVkSExMN5Wx5MGDAAOrZs6ehDDfuR4APgRcsWECuFi/y8/OpSZMm0lrq5ptvpq1bt1oNp1u3brRt2zaKjo6mn376icLDw61ui4ogUFEEILhUFHmMCwIgAAIgAAIgAAIgAAIgAAIg4KkEILh46s5h3iAAApKANYKLMaozZ85Qo0aNKCoqig4ePGj8GHk3J1BRgsu8efNo+PDhkg7HZGndurXVpFhkadOmjaw/evRoevnll61ui4ogUFEEILhUFHmMCwIgAAIgAAIgAAIgAAIgAAIg4KkEILh46s5h3iAAApIABJfK9yJUhOBSXFwsrVsOHz5M1113He3cudNm8B06dKAff/yRYmJi6Ndff6WgoCCb+0ADEHAlAQgurqSNsUAABEAABEAABEAABEAABEAABLyBAAQXb9hFrAEEKjGByiq4FBUVUU5OjlNcU126dMkp/TrqNa0IwYVd0imu5t544w168cUXbV7OkiVLaMiQIbLd1KlTqVevXjb3gQYg4EoCEFxcSRtjgQAIgAAIgAAIgAAIgAAIgAAIeAMBCC7esItYAwhUYgKVRXDh+CEbN24kDtT+77//UmpqKrHVRZUqVah+/frUuHFjGjRoEBUUFMjYIn369LFaNNm7dy+tWbOG9u/fT3/++SdlZmZSbGysdLvGrtdYGEhISLD6LeP4KqdOndLUj4+Pp+7duxvKeD07duyg7du30/fff0++vr509913Ex/w1qpVy1CPb3ity5cvlwIT57/99lv6/fff6eGHH6Zbb72Vi8wmft6qVSuzz619oMRg4bg/+/bto7i4OGubGuqxkNWwYUPKzc0lW2PAGDrBDQi4kAAEFxfCxlAgAAIgAAIgAAIgAAIgAAIgAAJeQQCCi1dsIxYBApWXQGUQXE6ePEmPPfaYDNZe1k6zaMEiDCdrYozk5eXJwPOffPIJlZSUmO06LCyM3nzzTSm8sOBQVjp+/DjdfvvtJlXuuece2rBhgyxnwYLFoQMHDpjU42DyLCpxfSW9//779M477yhZm641a9aUQpJNjYwqZ2Vl0fXXXy/FrKZNm9LatWuNaliffe6552jdunWyAQtdtghZ1o+CmiDgGAIQXBzDEb2AAAiAAAiAAAiAAAiAAAiAAAhUHgIQXCrPXmOlIOCVBLxdcElLS6O2bdvS0aNHKTQ0VFqJPPHEE/KgPjIyks6ePUt///03ffHFF7RlyxaDcDJz5kzq0qWL2T3ndp06daKDBw/KOmwtwv2ypUzt2rXp0KFDUqiYNWsW/fPPP7JOixYtpJDj7+9vtl9+8PnnnxPPm1NKSgotW7ZMCigsuMyZM4fGjh1L7BItJCSEevToQRzbJD09nV599VVpGZOUlES7d++W7fkHW8uwO67CwkJZtmjRIjpz5oxFCxcWh+68805Zz9CZHTds/dO/f3/Zcvjw4TRixAg7eiltwvs0cuRImZkwYQINGDDA7r7QEAScTQCCi7MJo38QAAEQAAEQAAEQAAEQAAEQAAFvIwDBxdt2FOsBgUpGwNsFl7lz58oD/ujoaGkhcs0115jdYbacYAsKTpYEFxY6Nm/eLN2OjR8/Xgofeh2z66/JkyfTRx99JK1nbBUcOEg8CyosfLCYw4IDJ3b1xWIOu0NT0rlz56QYw/VeeOEFpdjkyofA7LZs0qRJ1LdvX5Pnji5gYeSDDz6Q3X755ZfUvHlzu4dg6x4WrjixqzaO5YIEAu5KAIKLu+4M5gUCIAACIAACIAACIAACIAACIOCuBCC4uOvOYF4gAAJWEfB2wWXMmDFSmLD2cL5169bErqo+++wz6YZMD6ISvJ0tQNavX69x36VXn8tYHOG5+Pn5SaGGY5BYkxTBRV2XrTrGjRtHlixl1G3U964WXHi+q1evllNgi6CoqCj1dGy65xg79erVIxayHnroIRmbxqYOUBkEXEgAgosLYWMoEAABEAABEAABEAABEAABEAABryAAwcUrthGLAIHKS8DbBZeNGzdSnz59qG7dusT3HJOkrLR161Z5iM9WGTVq1NCtyvFIzp8/L+OosPBhTeIYL+yCbOfOnfTAAw/QypUrrWlGasGFY8ywVQqvpzzJ1YJLmzZt6KeffqLg4GA6ceJEeaYu27JYxW7SjF2nlbtjdAACDiYAwcXBQNEdCIAACIAACIAACIAACIAACICA1xOA4OL1W4wFgoB3E/B2wSU3N5caNWpEmZmZFBMTI2O43H///XTddddRbGyszZt77Ngx6d4rLCxMBq0PCgqyuo8//vhDWmVUqVKFDh8+bFU7RXDh8Ti2S3nccSkDulpwYRdnp0+flmLX/v37lWnYfWXLFmbJ7FnAYUsjJBBwRwIQXNxxVzAnEAABEAABEAABEAABEAABEAABdyYAwcWddwdzAwEQsEjAVYILB5GvWrUqcSwVV6cjR45Qv3796Pfff9cMzSIGW74kJibK+CgsxNxxxx2aOsYZdiHGcU/uueceGRPG+HlZeQ50zzFXcnJy6Oeff5Zjl1WfnymCy7333ivdl1mqb81zVwsubIly8eJF4vg5vJ7ypvbt29Pu3bulSzUWrkJDQ8vbJdqDgFMIQHBxClZ0CgIgAAIgAAIgAAIgAAIgAAIg4MUEILh48eZiaSBQGQi4QnBJT0+nBg0a0N133y3delUEV475sWLFCtq1axf9+eeflJycTJcuXTKZCs+R3XaxVYxemjx5Mk2ZMkW69eJ7WxMLNSwSrFmzhu677z6Lzb1BcLnxxhvp7NmzFBcXZyJ6WQSgU4GtfFg84xg2J0+eJHa1hgQC7kgAgos77grmBAIgAAIgAAIgAAIgAAIgAAIg4M4EILi48+5gbiAAAhYJuEJwOXDggBQX2JJkz549Fufkqgrnzp2jf/75h/766y/66quvpBjDY4eHh0tB5JZbbjGZyqxZs2jMmDHUuXNn4ntbE1vQsNizdu1aatq0qcXm3iC4tG7dmvbu3UshISF0/Phxi2u2VOHWW2+llJQUaSHElkJIIOCuBCC4uOvOYF4gAAIgAAIgAAIgAAIgAAIgAALuSgCCi7vuDOYFAiBgFYHKLLgYA2LxpWfPnsRxWlhs+fbbb42rGFx82ROwnePIsFstTuzmLCIiwqR/4wJvEFz69+8vBSxb1m3MQcmzW7Z69eoRx+ZhCyG2FEICAXclAMHFXXcG8wIBEAABEAABEAABEAABEAABEHBXAhBc3HVnMC8QAAGrCHiz4MJWEKNHj6bevXtbHWyexZY777xTsvv7779NYs5kZWXJmC8cqH379u1mXY/pwV+8eDENHTqUbBFrvEFwGT9+PH344YcSyapVq4hj5dib2BrpgQcekM2feuopQ7/29od2IOBMAhBcnEkXfYMACIAACIAACIAACIAACIAACHgjAQgu3rirWBMIVCIC7iq48MH8ggUL6MSJE3TDDTfQwIEDrYp5ot66ZcuW0YsvvkhNmjShdevWqR+ZvWcLirp161JeXh7t2LGDGjZsaFK3S5cuhmdbt26lwMBAkzrGBRxrpFmzZsSCzaBBg2jcuHHGVXTzzhRceA48F2enpUuX0uDBg+Uwr732mhSd7B1z4cKF9PLLL8vmb775Jr3wwgv2doV2IOB0AhBcnI4YA4AACIAACIAACIAACIAACIAACHgZAQguXrahWA4IVDYC7ii4cLwPjvuhTsHBwbR//36qWrWqurjM+yVLltCQIUPIz89PWqOwcGMpscjDh6ShoaH0559/ynguxm1YBGLxJDs7m3r16kWTJk2igIAA42qG/IULF2Q9Fk/YpRhbxnA8E2uSMwQXtjZhq5M2bdrQ/PnzLU6jsLCQUlNTKT4+3mJdvQppaWnSEqi4uJgefvhhYiHM3sQCy4oVK2RzjgfEcYGQQMBdCUBwcdedwbxAAARAAARAAARAAARAAARAAATclQAEF3fdGcwLBEDAKgLuKLiwBQNbMhind999l5599lnjYrN5RXDhCkFBQdKq5LnnntOtz+LJvHnz6K233iIWBtgN2ZQpU3TrcqHiHozvGzduTB9//LG0xOG8Om3ZskVaZJw5c0YKP5s2bZLxYdR1yrp3huCyc+dO6tixoxx26tSpUgzSmwO7ZOMYKbNnz6bTp0/Thg0b6J577tGrarGMx+NxWfz6448/TFy1WexAVMjJyZEWR7xXDRo0oP/+97/WNEMdEKgwAhBcKgw9BgYBEAABEAABEAABEAABEAABEPBQAhBcPHTjMG0QAIFSAtYILuqg5+XhxtYIbJVgKU2bNo0mTpxoUo0FkbZt25qUmytQCy5KnejoaLr++uvlgT1bbJw/f55OnTpF3377LXFQe04sKixfvtyiFQrPh91ysQDg7+8vhRcWX2rVqkWHDh2SwsI///wj+4yLi6Pp06dLCw9ZoPOD3Zmx1cnBgwcNT7mMhQZLiS0/2MWWtWnAgAG0evVqWf3mm2+WcVWqV68uLVmOHj1Khw8fln+U/pjV+vXrqU6dOkqRTdeVK1fS888/L9vw3vbr18+m9lyZ58vz5mRvH7IxfoCAiwhAcHERaAwDAiAAAiAAAiAAAiAAAiAAAiDgNQQguHjNVmIhIFA5CVgjuLBViLUxUMqiyGIEu9OylNgF1V133UWXLl0yVGVXXGwh4evrayizdPPbb79R+/btZcyQKlWqEAs53Le5VKNGDRnzha1brHX5lZycLOOT7Nq1y1y31K1bN3r77beJ51BWYnHl3nvvJRY8bElsNcKxWMaOHWt1MxZxWKBhS6L8/Hzddsz6lltuoccff5y6d+9uNRO9ztgt2R133EEcy4YFHo59Y2t68skn5fsTGRlJ+/bto7CwMFu7QH0QcCkBCC4uxY3BQAAEQAAEQAAEQAAEQAAEQAAEvIAABBcv2EQsAQQqMwFrBJeK4MNiy6pVq6SlyO233y4tW8qKk2LNHC9fvizjwLCgcezYMfLx8ZHuw9hqg/+w2MGxYuxJHOOEY8ywuywWF8LDw6XFS6NGjSgqKsqeLl3Shq172DUXC0dKuu6666QVUFJSEgUGBirF5b7OmDGDXn/9ddkP7+39999vdZ/M9aGHHpL1Bw8ebJO4ZPUgqAgCDiYAwcXBQNEdCIAACIAACIAACIAACIAACICA1xOA4OL1W4wFgoB3E3BXwcW7qVfO1bHgxZZLHM+GxS12UWZt6tOnD23cuFEKWT///DOx+zMkEHB3AhBc3H2HMD8QAAEQAAEQAAEQAAEQAAEQAAF3IwDBxd12BPMBARCwiQAEF5twoXI5CSxatIheeukl2Qu7qWvSpInFHjkOTrNmzWS9V1991dDeYkNUAIEKJgDBpYI3AMODAAiAAAiAAAiAAAiAAAiAAAh4HAEILh63ZZgwCICAmgAEFzUN3DubAMepadWqlYzB0rFjR5ozZ47FIUeNGkWff/45JSYm0nfffUehoaEW26ACCLgDAQgu7rALmAMIgAAIgAAIgAAIgAAIgAAIgIAnEYDg4km7hbmCAAiYEIDgYoIEBU4mcOTIERo0aBA9+eST1Lt3b4ujrV69mtauXUsjRowgjomDBAKeQgCCi6fsFOYJAiAAAiAAAiAAAiAAAiAAAiDgLgQguLjLTmAeIAACdhGA4GIXNjQCARAAAYsEILhYRIQKIAACIAACIAACIAACIAACIAACIKAhAMFFgwMZEAABTyMAwcXTdgzzBQEQ8BQCEFw8ZacwTxAAARAAARAAARAAARAAARAAAXchAMHFXXYC8wABELCLAAQXu7ChEQiAAAhYJADBxSIiVAABEAABEAABEAABEAABEAABEAABDQEILhocyIAACHgaAQgunrZjmC8IgICnEIDg4ik7hXmCAAiAAAiAAAiAAAiAAAiAAAi4CwEILu6yE5gHCICAXQQguNiFDY1AAARAwCIBCC4WEaECCIAACIAACIAACIAACIAACIAACGgIQHDR4EAGBEDA0whAcPG0HcN8QQAEPIUABBdP2SnMEwRAAARAAARAAARAAARAAARAwF0IQHBxl53APEAABOwiAMHFLmxoBAIgAAIWCUBwsYgIFUAABEAABEAABEAABEAABEAABEBAQwCCiwYHMiAAAp5GAIKLp+0Y5gsCIOApBCC4eMpOYZ4gAAIgAAIgAAIgAAIgAAIgAALuQgCCi7vsBOYBAiBgFwEILnZhQyMQAAEQsEgAgotFRKgAAiAAAiAAAiAAAiAAAiAAAiAAAhoCEFw0OJABARDwNAIQXDxtxzBfEAABTyEAwcVTdgrzBAEQAAEQAAEQAAEQAAEQAAEQcBcCEFzcZScwDxAAAbsIQHCxCxsagQAIgIBFAhBcLCJCBRAAARAAARAAARAAARAAARAAARDQEIDgosGBDAiAgKcRgODiaTuG+YIACHgKAQgunrJTmCcIgAAIgAAIgAAIgAAIgAAIgIC7EIDg4i47gXmAAAjYRQCCi13Y0AgEQAAELBKA4GIRESqAAAiAAAiAAAiAAAiAAAiAAAiAgIYABBcNDmRAAAQ8jQAEF0/bMcwXBEDAUwhAcPGUncI8QQAEQAAEQAAEQAAEQAAEQAAE3IUABBd32QnMAwRAwC4CEFzswoZGIAACIGCRAAQXi4hQAQRAAARAAARAAARAAARAAARAAAQ0BCC4aHAgAwIg4GkEILh42o5hviAAAp5CAIKLp+wU5gkCIAACIAACIAACIAACIAACIOAuBCC4uMtOYB4gAAJ2EYDgYhc2NAKBSkOgpKSEioqKyN/fv9Ks2VELheDiKJLoBwRAAARAAARAAARAAARAAARAoLIQgOBSWXYa6wQBLyUAwcVLNxbL8ggCp0+fplGjRlGHDh2oc+fObjPngoIC2rlzJ3399dfyz8iRI6lnz552zW/Lli20cOFCGjduHCUlJdnVh6c2guDiqTuHeYMACIAACIAACIAACIAACIAACFQUAQguFUUe44IACDiEAAQXh2B0SCeFhYWUnJxMbFFQVgoICKCEhATy8fEpqxqeuTkB3ueOHTvSrl27qF27djR37twKnXF2djZt375dCiwskly8eNEwn/fff99uwWXYsGE0f/58aty4MXG/lclSBoKL4RXCDQiAAAiAAAiAAAiAAAiAAAiAAAhYRQCCi1WYUAkEQMBdCUBwcZ+d4UP3PXv2WDWhPn360OTJk62qi0ruSWDVqlU0cOBAObmlS5dSixYtKmyiw4cPJ55DXl6eYQ7h4eF06dIlmS+P4PLbb7/RI488IvuZNGkS9e3b1zCGt99AcPH2Hcb6QAAEQAAEQAAEQAAEQAAEQAAEHE0AgoujiaI/EAABlxKA4OJS3GUOxi6XNm3aZKijWLywJUtiYqKhnC0EBgwYYLfFgaEj3FQYgfz8fGrSpIm0aLr55ptp69atFTYXHrhBgwaUnp5ONWrUoNatW1ObNm2oWbNmxK7EFi1aROURXLj/bt260bZt2yg6Opp++uknYjGnMiQILpVhl7FGEDBPgC0ZM1ctJGG6erWSjy9FdnqKfPwQF+sqFNyBAAiAAAjYSiBzw3Iqyc3RNKvSpgv5hlWOf2drFn4lU5x9ibK2rKfcf/+m/MMHqPD0KfKPiaXApOspKOk6Cn/oUZnXa4syEAAB9yIAwcW99gOzAQEQsJEABBcbgbmw+pkzZ6hRo0YUFRVFBw8edOHIGMrZBObNm0dsVcKJ45uwyFGRiV3ZsQsxft/UrupeeuklhwguLLKwiMNp9OjR9PLLL1fkcl02NgQXl6HGQCDglgQK087Qsc73m8wtYdE3FFj36hcpTCqgAARAAARAAATKIFAiXFEfbn4TUXGRplatafMo9I57NWWVIVN8KYsurJhPF5bPp+JLV90iG6/dN7wKRb80lqq07GD8CHkQAAE3IwDBxc02BNMBARCwjQAEF9t4ubI2BBdX0nbdWMXFxdK65fDhw3TdddfJ4PSuG922kRwluPCoHTp0oB9//JFiYmLo119/paCgINsm44G1Ibh44KZhyiDgQAKXf/0fnRrc06THxG2/k2+g9/8daLJwFICAgwgUZWaQb2g4+Yi4hkggUBkJ5Kck0/GnWposve6ybRRQq45JubcXHH+mA+UfOWD1Mqs81o1qDHvT6vqoCAIg4HoCEFxczxwjggAIOJAABBcHwnRwV94iuLBrtNzcXIe7keL4Is5yTeWsOfMrwm7jevYsPYB744036MUXX3Twm+O47hwpuCxZsoSGDBkiJzd16lTq1auX4ybqpj1BcHHTjcG0QMBFBC5uXEFn3x2jGc2vRk2qv+o/mjJkQAAErCOQd+gApc+eSpd37yDfyCiK7PAEVXtuqMY617qeUAsEPJsAfwZODe+nXYR/ACVt3SdcVvppy708VyK+zCatfQoLbFppZbUGsgkSKoNABRKA4FKB8DE0CIBA+QlYI7ikpqbSihUr6PLly5oB+bC7X79+mm+qcxyIL7/8krKysjR1Q0JCZLBsZx2Qawbzkow7Cy6ZmZm0ePFi6YZKwZ2QkEBPP/20zH733XcyCPuuXbvo7Nmzwn19iRRH6tWrR+3ataPu3btTzZo1laZWXffu3Utr1qyh/fv3059//kk8h9jYWOkGi11h8QE+z8Fcqog5681FiWfCrrv27dtHcXFxetXcosyRggsLZA0bNpTimzvErXEFYAgurqCMMUDAfQmkz5xKGYtnayYYcuvdVPvDBZoyZEAABKwjcPLlZynnp52ayrWmzKHQe0xd92kqIQMCXkbgwqpFdG76eM2qAurUo7pLN2vKKkOmIDWFkp9obvNSmVfCgo2wlLOZHBqAgGsIQHBxDWeMAgIg4CQC1ggu/G30SZMm6c5g3bp10j2S8nD+/Pk0bNgwJau5zp07Vx62awqRMUvAnQWXlStX0vPPP6+ZOweB5/3nQ+b169drnhlnAoQLCLbuGDBggPEjk3xeXp58/z755BMp3JhUuFIQFhZGb775phRe1HFIlPqunLMypvGVhcjrr7+eCgoKqGnTprR27VrjKm6Vd6Tgwgt77rnniP/O4MQCWlkCmazk4T8guHj4BmL6IFBOAqljB1P299rDr4j2T1DsCO0hWTmHQXMQqBQEinMu05E2dxEZfYs97OE2FPfmtErBAIsEAYVA2gdvU+ZKrXgfIoTH2kKArGzpshBhTwkxVknBt9xJoXfeR8E33yFi3BRT1jerxZ81ymPNtdb7X4i6TTVlyIAACLgHAQgu7rEPmAUIgICdBKwRXE6cOCGtFfjAW7FyYcuW+vXry8NtdSyG8+fPy0N3jk+xbNkyOSu2Qujfvz/16dOHIiIi7Jyp9c3Y+qFv377SAsL6Vvo1q1evLl1AVYRljjsLLmwtwgIauwrj92P58uXSesHX11danzDNli1bEltz3HjjjVSjRg06ePAg/fLLLzRt2jRp9cJ1evToIfN8r5fYOqZTp06yLT9/+OGH6YknnqDGjRtT7dq16dChQ9LiZdasWfTPP//ILlq0aCED0fv7+2u6dNWcNYMaZdhChz8LnIYPH04jRowwquFeWUcLLl988QWGO+8yAABAAElEQVSNHDlSLnLChAlWCW7uRcS22UBwsY0XaoOAtxE43ucxyj9U+rtJWVv1gcMoqruRGxjlIa4gAAJmCRTn5tDR9vdSibiqU2TXXhQz5DV1Ee5BwOsJnBrRny7/qHVPGdmlJ8UM1bqx9HoQYoEXVi+mc9PeIt+ISKohvtAQ/mArk2VnLJ5D6TPfMymPHjKGqnY1jbVmUhEFIAACLicAwcXlyDEgCICAIwlYI7go4+3evZueeuopYtdA7BKI3YxFRUUpjw3Xo0ePUufOnSklJYXq1KlDq1evluKMoYKTbzgwNwfodkQKDg6W38RnwcDVyZ0FFzWLnTt3UseOHQ1FVapUoXfeeUcKI4ZC1c2FCxdo9OjRxBYnnKZPny5djKmqGG5ZkNm8ebN0RzZ+/Hgp0Bgeqm7y8/Np8uTJ9NFHH4kvMhVbFDOcOWfVtExuWWT44IMPZDm73mve3Hbzd5NOnVjgaMGFXaixIMaJXcCx9Zw3Jwgu3ry7WBsIWCZw+JFbxeGw1h1rzQkfUfgDpoGOLfeGGs4ikDrm/yj7P1s03Vd7bghVe+YFTRkyFU/g7Htv0MV1X2omkrD4GwpMSNSUIQMC3k4g+enWVHDiqGaZlVU8yFy/jC5t+5pix0wm/5hYDRMlU1JURMlPtaRC4X5MnSI7PkUxr4xTF+EeBEDATQhAcHGTjcA0QAAE7CNgi+DCI/z666/yIJ0PzW+44QZatWoVRUdHGwZnKwYWW1gsSExMlGILWyK4OvH82PqivKlq1arEoktFJE8VXJYuXWo4VC+LG8dx2bJlC0VGRkorFY7zo05KkHV2D8Yuyu655x71Y917tnQZM2YM+YlgkSzUsDCol4wFF0fNWW8sdRm7UGMBkhN/VvQES3V99f3//vc/ysjIUBfZdF+3bl1q0KCBTW0cLbiwK7V6Io4PC2QPPfSQtIyyaUIeVhmCi4dtGKYLAg4kUHj+HB17zNRNSfzc9RR0zfUOHMl1XV3+ZQ+d+/BtzYAhdzShmBdHaco8LaNrifT8cIp6+jlPW4rHzNfed6k4P48ubf2KsjavI/9a8RTZuTsFX9vQY9aNiYKAIwiweHC4hfg/jpF7vTjhTiysksYz4nihei6l1bxTRz1P2Tu3q4so5K77qPbUzzVlyIAACLgHAQgu7rEPmAUIgICdBGwVXHgYdtnVtWtXOnfuHF177bXyAJkDoHMw88cff5zS09NlnAoWY9idGJJ9BDxRcOnduzdNmTLFqgWzu7BmzZoRu6FjyxR2P6ZOHOuEnw0aNIjGjRunfmT2nv+xzS7IWFB54IEHDFY0xg3Ugosj52w8jnG+TZs29NNPP0kRj12x2ZLatm1LLLrYmzh+Clse2ZIcLbjw2CyCnTp1ipKSkoit5rw5QXDx5t3F2kCgbAK5+/dSygtPm1RK3PIr+YaEmpR7QsH5BTPp/JxpmqkG3XAzxc9arinztIyuJdLbH1P4/Y942lI8Zr7e+i55zAZgoh5NwFyQ+ISlmylQBIJH0iegJ65HPNqJYl+dpN8ApSAAAhVKAIJLheLH4CAAAuUlYI/gwmP++++/0pLl9OnT0l3Ya6+9JoOlc5yMm266Sbobq1atWnmnV6nbe6LgsmfPHmnZZO3GsWuxzz77TAp1n376qaHZsWPH6M4776SwsDA6cOAAqeMEGSqZufnjjz+k9QS7NuNYQnpJLbg4as564xiXcewZ/swoAqXx87LyilhTVp2ynrmL4MKWLbxHvKcsOln6NlpZa3L3ZxBc3H2HMD8QcB6BiyJA79mJWssPv2oxVH/dD84b1Mk9p44dQtnfb9KMEtG2K8WO0lq9aCq4ecacJVLC/A0UmHidm8/ec6fnje+S5+4GZu5pBC7/vItOvdRHO21fP0ra9jv5GMWw1FaqvLnC9DQ61qkZkfhynjqxOzF2K4YEAiDgfgQguLjfnmBGIAACNhCwV3DhIfhQnN2Hqb+pz4fkHJuCD7srKhUJM2s+RGfxp7yJRaO77767vN3Y1d4ewYWDyLMbNLWbN7sGt6GRIl5ERERIgcOWA3R25TV48GDJeOPGjYZR2YVY3759pRuxDRs2GMqtueH9r1+/PuXk5NDPP/9M7ErLODljzsZj6OXZquPixYt0zTXXEMcasiVt27ZNWpXZ0kZdt2nTpjKmkrrM0r0zLFzat28vLVv8xX8IWRALDfXMb3pbYsfPIbhYQwl1QMA7CaTPmU4ZC2ZoFhd80x1U55PFmjJPyiQ/1YoKUo5pphz9f6Op6hO9NWWelMnd/4uwRDI9bEvcuo98gyrGpawn8bN3rt74LtnLAu1AwFYCmWuXUtrUcZpm7GKv3rKtmjJkrhJIHTtYfGFg89WCK3d1Pl9DwdfdYFKOAhAAgYonAMGl4vcAMwABECgHgfIILjzs4sWLaejQoYYZfPvtt3TLLbcY8hVxs2nTJurZs6fDhv7ll18oPj7eYf1Z25Gtggu7cuMYHSwQqcULa8ezt54iXrCwwQKHLYnjmXBckxtvvJG+//57Q9PJkydL12R9+vQhvrc1cbwXPsxfs2YN3XfffSbNnTFnk0F0Cnid7EotLi6Ofv/9d50a7lXkDMGlefPmcu0suJw8eZJ8fX3da9EOnA0EFwfCRFcg4GEEUt8YStnbv9HMOuLRzsJ1ida1Y+5fv1PuP/up4JRwMym+MBCUdB0FNWgs4rzYFnNLM5AqwxYcuX/+RkUZ6VR0IYOKLl4gysslv+ga5B9XhwLFHz6o86sWXabFYXHOZTrS6jaTbwfXmjaXQkUcF1emvEMHKPevfVR4NpXELxHyDQyiIHFgxn/8qtpmXX3xm7XCEmmkZvrMJn72Sso7fIDyD/9DBaknyS+8imAWQyyaOfJwLvffvylPruU0FWVmUIDYC97/4AaNyDc0TDMvR2SKsjKp4ORx2XdAnXrkY+PvYEe8TxX1LjnyvbFlL4rF561QMC8WcewC618j31eb2mdfIn5PCo4fpfzjR+TfE4H1kigo8VrR33XkGx5hS3dOq+uId8OaydnzDrv6c1bWOoodsJ9pH0+izGVzNcPYEoukoj4Lmgm7MJP17QY689YwkxF9wyKo/le7ycfP3+QZCkAABCqeAASXit8DzAAEQKAcBMojuHBQ8meffVYGwFamwJYVK1eulAfoSpmrr+yy6Y033qDLly+Xe2g+GJ8wYQIFBgaWuy9bO7BVcGHXWywuJCYmSgsfW8ezt74iXrBly9GjR6UbMGv7+vDDD2n8+PHUpUsXmjlzpqHZrFmzaMyYMdKCiu9tTXfccQclJyfT2rVriS07jJMz5mw8hl6+devWtHfvXgoJCaHjx4/rVXGrMmcILrfeeiulpKRIyyNbBTq3gmPFZCC4WAEJVUDAAQSyd31PaUbB3COat6Hq/V6y2HvWtq8p/UpckqDrG1Hcm9oYJXodsGiRMuhpKhEHqEryIR+qLaxX/KvHyKITz3WmvAN/Ko/ltZqYT7VeA+V91ravKGPRbMo/9I+mjpKJ6PAExQwZY/PhLLfPP/ovZa5bRpf3/kgFxw4pXZZ9DQik2tPnUchNt8t65z6dQpd2bLnaprCQCs+cupq/cucjRAG/qOqG8ohH2lP1voMNeUfeXNyyni4s/dwsMx6L3YDFjn1PCFbXWzV0+ucfUsa8T6yqq1Rioap6v6HEa7U3XfxqJWV8+YXYn8P6XYh/U4U90Eq6a/MNC9evY1R6/JkOVJyXoymt9e4sCqybSLniXTz34UTK/V31xRghVNX78lvyj4nVtDHOlPd9ctS7dGbiaMpRz19MtNqz/0dVWnYwnrIm74z35pIIvH3uI614GlQ3ieLeLf23bIn4vPBnPHPFAvH3wB9X5yPcPgUKUTW6/8sUaiG4OQdGz1z3pYibNJ2KL1282ofRXcht98j3MbjRrUZPnJ8t77thPENHv8PO+JwZz9navCP3Uy/4e2Sn7hTz8utlTscRnwV3/H1b1qLzxO/YlIFPUokQPo1T9NCxVLVLD+Ni5EEABNyEAAQXN9kITAMEQMA+AvYKLnyQ/fzzz1Oh+A9Fy5Yt6d1336Xu3bvTX3/9JV1aLV++nPhgFcl+Ap4muPBK2UVYixYtrF50t27diF1lvfnmm/TCCy8Y2rG7rQ4dOtgVWJ1dybHLLk5HjhwhdnVmnBTBhcsdNWfjMfTy/fv3l1Y3/Mzc3PTaVVSZowUXdvdWr149ys3NleIgWyB5c4Lg4s27i7W5EwE+lEx77w3NlILE4WP8jC81ZcaZkuJiOt6rHRUklx56+worhsRvfjKuZpJngSZDBJBXp4CEREpY+JXBYuBI69uJv8msTjXfnE4hdzahs5NfN4mFoq6n3Ic2eZD4wNzaxIef6XM/oezvtJY11rZXW6uceL4b5f3xq7VNDfWqPNaNagx705B3xE3RhfN09t0xlP3DNuu6E0JCzNAxFNn+CYv1z7z5CmVtverS1GIDVYUQcWAe99YH5BtivWvMwnNn6cz44ZTzy25VT+Zv/WsnUNyEjy0KSIXCgulYB1NLo4R5G6hQHNanDnuOSnK1YgyPWnfFdgqoWVt3Ao56nxz1Lum6IRv6ujgw7a47f2e+N+fnz6Dzn03XjBuYdD0lzFtP+cLt3mkR78icmCobCcsi6Y6vay9NH0qmWOzVycE9Ke/v/UqRxSu/jywyO9ICy9ygjno31P078h121udMPV9b7h29n8k925iItWW5d3TkZ8Edf9+a2wv+csSJ57pQYWqKSRX+gkWd2SsMv7NNKqAABECgwglAcKnwLcAEQAAEykPAHsGFY7QMGTKEisVBRbt27Wj27NkUEBBAFy5ckMHPf/vtNwoPD5cH2ezaCck+Ap4ouPBhOrsG42D3ltK6deuIA7lzYmup224TrkqupKysLGmpw1Yz27dvp0aNGimPLF4VN3ccL2X3bv0DDbXg4qg5W5yYqMDWPGzVw2nVqlV0//33y3t3/eFowYUF2QceeEAu96mnnjKwcNf1l3deEFzKSxDtQcA6ArniG+Qp4lBFnXyCQylxyy9lusm6JPy5nxZ+3dWp3srvyD+2lrpIc1+UdZGOdX2QSi5na8pj35hKES3ayTI+3Dra/l7Nc87UfOdTOidcwbB7IWtTrY8WUegtd1qsnrl+GaW9/5ZwN1Rosa65CnWXb6MAYb3B6Ujbu6lYHFbZmqq/MJKinnrW1mZm67P7oJMv9qT8IwfM1jH3oNpzQ6jaM1e/zKFX70T/rjYdahv3EdTwJqr90UKr4r0Upp2hlP/rYdP+y/GEgJQg4gywGylzKVeIYylCJNMk8W+oOnNW0sn/60UlOdr3ValnTnBx5PvkiHeJrQMON7/J5P2uNWWOrqWIs9+bMxNHUdY32i+NhD3Qkqq0e5xOvz7ULG+Fu3JNmL9BWmUpeeV6RgiMWRtXKFmrr2EPtqa48R9YXd+eio58N9TjO+oddubnTD1fW+4duZ/8RYHDLW4mKsjXTKHmpJkU3vQhTRlnHP1ZcLfftyYLvlJQUlJCp4b3o5w9/zWp4hsRKcSW5RQo3CoigQAIuC8BCC7uuzeYGQiAgBUEbBVc5s2bR8OHD5c9sxuoTz75hPz8/Awj8UH5008/LQ+62W3SwoULDQeshkq4sYqAKwQXPvRfsGABnThxgm644QYaOHCgbsyTsiasFi+43uOPPy4P0jlGh7nE8VXYvRaLdOYO3vn92rFjBzVs2JC2bt1qlVs3jgnSrFkz4vdw0KBBNG7cON0pOGvOuoOpCtmaZvDg0sO91157TRP/SFXNbW4dLbjw3wcvv/yyXJ+xVZPbLNqBE4Hg4kCY6AoEyiDArr0OtxRWtYVXXXxx9YSlW8SBSl2zLY8/25HyRWwEdWJRJPy+5uoizX36Fx9RxtyPNWUB4iA8Yf5GwzdlOWYKuzAxTr4ivkixEGPUKahhYyLhP55jrOgJMWHNWlDcxE/UTTT3fBB97oO3KXPNYk252Qz7qtcTZfwDKGnb73INxcIl65FHbyfxzRqz3Zh7UPPtjyn8/kfMPbapvDg/T4gtPYQg8rtuO3btVXwpSz4rFsKMSbLgMsucX3/uhy1LQm4Qh5ri3zL5IpZL3pF/Td4vZbyoXs9Ll05KXu/K8zzRrysVpBzTe0zim0vkJw4Bi0TMHb0Ucvf9VPu9OXqPZNnFTSIWzdsjNc/5ffOLjDJYcGkeXskYCy6Ofp9KhEWrI96lglMplPyk6edS7zPu7PeG0aW88DTl7t+rQcriG7svMj4I11QyyoQ9/KhwY6i1lNEVHozamcsG33wn1fl4kbnH5Sp39LthHD/IEe+wsz9n9gB09H4WnkmVor/xXBIWfSPdB6rLnfFZcLfft+r1qu8zvpxL6Z9MUheV3ovfddKa04ovMpg2RgkIgIArCUBwcSVtjAUCIOBwArYILp9++qmMjcKT6NGjB02dOlU34DXHTunVqxf95z//kYfkX3zxBbVq1crhc/f2Dp0tuHAsERY91Ck4OJj2798v3cKpy8u6NxYvuO5NN91EH330kRRx1G3ZKmrOnDn09ttvU05ODtWpU0eKKnpuv1gEYvEkOztbvk+TJk2SllTq/tT3LN7we8fuyNilGFvGsOinl5w1Z72x1GVpaWnSWoc5PPzww7Rs2TL1Y7e7d7Tgwm7jVqwo/cbmnj17pBWT2y3agROC4OJAmOgKBCwQ0IuZUnP8hxT+oP6/P7J3fU+pIweY9FpNxB+p1nuQSTkX8GHesa4PCVdhpYf8SqXYcdOIY8Yo6eLmdXR2wgglq3sNvLYh1Rz/EQXWjpfPOZA4izT5Rw5q6rOrsrqLv9GUqTN6wZMNz4WFA8eJCGvyEIXcdreIL1ODOB5I5vrllDZlrKEa3wTE16e6SzYZylg0Kjx7Wub5G9Vnxr1keKbcRPUcSEFiHeoUcvs95FelqrrI7vtzM96jC0tMRQa2XooZ/qaMocKWsDy/c59ONgkizQNHPNqZYl/Vxtrg8sv7fqZTL/UWh+NakY6f1fl0CQU3FoKTKvG35s8IQSNHxMUxSUIsSVj4tdjLBJNHSoGeRQQ/8xN7wnEXwsQ30zlwM38bnWODGFtPcN1a731GoXc341uTZE8sGu7EWHBxxvvkiHfp8k876dTLRpZTIh5K0nYhErKIqErOfG+UYY4+dp8Qx9KUrO6VA3JHPvGMsBqLp4LUE6WxgsS37jVJvL+Jm34h39CrbunOz/9UuCsztVJhN4nh97cULuBqUe4/f4h4NntLxUiVgOpMwcUZ74aahSPeYWd/ztTztfbe0ft5WbgjPDXkGe3w/B5t/V3E/NLGHHXWZ8Gdft9qQZTmcg/+RSkDhEtJoy9h8NMar75LVR7tqNcMZSAAAm5GAIKLm20IpgMCIGAbAWsFl/fee0/GaeHe+/btS++8806Zbjry8vLo2WefpS1btogvB/oTBz7nmBxI1hNwtuDClgZscWCcOB4P7521SREvmjRpQs2bN6cJEyYQm3Hzvt9888104403UnR0NP3777/E7uZYSOHEliszZ840EWXU4yruwbiscePG9PHHH+vW5/eM18PM2OJq06ZNdMstt6i70tw7c86agXQyHTt2JB6f5/nHH39INjrV3KLIkYILC2y85yygNWjQgP773/+6xRqdOQkILs6ki75BQEvgzJTXKUu41VKnKOFOqrpwK6WXTghxI0+ICsYpTFhnxAkrDb2kd3AWUP9aYd2yQfNvIj0rGHV/7HosZtTbJm6o9IQQtnxI2rZf07/SFwflPjOu1GpQKVOuweLbu9GDX6NgI0GEn7M4wcHn1Sn03geo1uTZ6iLDff6Jo3T8ae0XNPhhggi4XpbIYOjAjhsO8p7S/3GhchVpWvsEBVPtDxdQMFufGCWOjZK1Zb22VBxEJiwSYogQrpTE60kZ8CTpWsWISombf9UcgCvt+N8254V1k7GFEz8vi1/27h2UKlzbGCd/ETsl/rNV0grF+BkHiM/6ZrWmOKhBY4oXLsL0kqVYND7BIRT+UGsKves+KfLk/LqHsr5eTXU+WSJc6MXJLl3xPtn7LmWuWSJc5mljA/nXiqd6y7ZqcDjzvVEGYnH0CFvUlZEiHmkvPn+vkp+wMlKSub8XOM5OYNJ1SjU6+UpfyvnfD4Y830QIV2WxIydoyjiTL9wTpk0bL9wm7ZDPnCW4uOLdKO877IrPmckGWFHg6P3U+z3BbjDZHaY6OfOz4E6/b9Vr5nuOl3Pi2U5UIP6eN07WWCMat0EeBECg4ghAcKk49hgZBEDAAQQsCS5sBdGpUydpjWA8HFslsMsntlJQElsXdO/eXbp0UsqUa9WqVemHH36g2NhYpQhXFQF1QHVVsc23iYmJxNYDltK0adNo4sSJJtXYbVzbtm1Nys0VqMULjsvCcVNGjhxJHK9DL7HQwG61hg0bZpWbMJ7PuHHj5EE9izgsvPCfWrVq0aFDh6Ro8c8/woWDSHFxcTR9+nRpPaI3tlLm7Dkr4+hdV65cSc8//7x8xPz79TM9hNFr58yyFi1a0L59+2wegi2K2NLNmrR69WoaMKD02+Tusm5r5l2eOhBcykMPbUHANgKZG4TVxmSt1UZY04cpbtIMk44u7xXfEB5q9A3hK7X0DnH5UfHl7FLrFiPXVTWFO6Bw4RZInc68NYzYXZVeinyiN8X832i9R6T7zWVRM3EzfwM+TNOGg0Ind3uESvJyNeWciWjThWqIw1ljlz1KxdRXX6Ts/36rZOU1UgTvjhnymqZMyVz6zxY6Peb/lKy88gE+z8vcGJrKdmRSRw6k7F3aA0TuJvolESS9c3fdHvOPHqLjvUz//VLj1UniG82dZBu2IGHXXnru27iCb1R1Sly/S7d/LmTRJWXA47pxX+LnrtcNbq/nfoqEW5s6M5ZSsBBR9FLB6ZNif1tq3b+x27et+4RFh59Jk7Ji0fgKt2K1hDsyc2NxZ656n+x9l/SsK0KEeFR7qlY4dNZ7owaed+gAnehj/ktk5g51izIz6Gi7e9RdyXtjN4bHn+lgErOoxqiJVKVtF5O2SgHHo0r78G0KqJXgcJdirno3yvsOu+JzpvC25ero/Tz36RQhmH+mmULIbfdQ7Q/ma8qc+Vlwp9+3mkWLjDlXYhzfqOZb03W/vGDcB/IgAALuQQCCi3vsA2YBAiBgJwFLggtbJLBlCn873Tix1QJbFsTHxxse8UF/165dKVf4bDZONWvWlG6eYmJijB8hLwhwAHkWLMqbWIxgd1qWEru3uuuuu+jSpUuGquyKi8UIX19fQ5mlG2PxQqnPrsn42alTp+T7c+2110prl0aNGlFkZKRSzaprcnKyFGl27TJ/CNKtWzfpqqxKlSoW+3TFnM1NorCwkO644w7ieDNsAcTxaSo6sXsz3i9bErtx6dOnj8HyzVLbJ598Ur6XvPcs7oSFaQ8PLbX3xOcQXDxx1zBnTyWQK2KxpIiYLOqk961ffn5ycC/ib/ibS3oCR8ai2ZQ+SyswByZeR/Hz1psc4JwQlhl6cUekECIsW/jvT710+ecfS91cqR+K38dJ3/9l0iZt2luUuXqxuqa8t+ZQKblXOyo4+q+mbfTQsVS1Sw9NmZJhq47zInaNOpVlbaGuZ8+9FBueaM7qhqZ5QL1rqO7CrzRlxhk9y6WoXgNFjJWXZFU96x51H+y2KX7Gl+oik/vcv36Xoovxgxpjp1CVltqD+Nx/9lOKEHiMU4QQgGKFEFRWOtG3E+UJ1zjqZM6q6Eibu/QtdsT7U2vaPAoVLuXKSq56n+x9l1JHPU/ZO7X/to3s1F26Y1PW5cz3RhmDr3qikfK8LEGQ6xxueRuV5GQr1eU1ZsR4imwv3B9dSXp/P7GLOz5Q9xEWb+YSx17KPfgnhTo4NoWr3o3yvMOu+pyZY19WuaP3M/U1IZjv0ArmER2epNjhbxmm4ezPgjv9vjUsWtxwfJljTzxMReILCerEv69qi9hGvsJCEgkEQMBzCEBw8Zy9wkxBAAR0CFgSXHSaoMiLCLDYsmrVKmkpcvvtt0vLloAy/jOnt3Rz4oVe3fKWpaamSmGAXXGxcBEeHi6tXVjEiYqKsrp7V85Zb1IzZsyg119/XT5i/vfff79eNa8p4/166KGH5HrYumnsWO230L1moUYLgeBiBARZEHAigRLxO+Ewu/kpyNeMUv/rn0Qw8qtCvDUBjI1jeLALoWOPP0zF4hvq6lRzwkcU/oCwQjBKR9reTcUXL2hKQ269Wwbq1bNOUCpe3LiCzr47RsnKKwc+T9ygjRvC8USOcQBxo/gjbHVSd6lw5RpdQ9OHOsMWGodbCHdcIiC9OsVNmUNhIt6LXkodO4Syv9+kecTiUezoiZoyR2XMuV6KHjKGqnbtWeYweq64lMDkhRnplCz2ka2CIjqIA27BzzhWSkTrjhT72rtljsEPk3u2oYJjhzX11MKO8kDv2+j8jC2dgq5pqFTTvWaI+DUFxw5pnsUJt29h9z6gKWOrnaNCcNFL1YTQVE0ITmUlV75P9r5LyT3bmrCIFpZiVQVHJTnrvVH6V64Zi+dQ+sz3lKzhajwfwwPVzaHmN5l89oyt5NLeF2LqGlMxla0Yak74UPx9ZtuXllTD23zrqnejvO+wKz5nNsO70sDR+6lnMVP9hREU9VRfwxSd/Vlwp9+3hkWLGz13a37Voin+i7UihlmMuiruQQAEPIAABBcP2CRMEQRAwDwBCC7m2eCJdQQqWrywbpbaWhU958viW4hsXcQxZ+69915av97I57x2uh6fY0uYjRs3SoHs559/purVq3v8mqxZAAQXayihDgg4joCeS5paHy3SfOP7pIilkSNiapSVoocKt1VdrrqtyljyGaXPmKJpEph0PcXPXWdieWLu4LDOrBUi7og4bC0jpc+cShmLtXFUgm68heJnLtO00psPV7DqcP3saTrWRXtgz20Tlm6mwDr1+NYkJfcQ4kKyVlyw5nDZpCMrC/S+EU6BQVR/7Q8a8Uyvu/Q50yhjwUzNo6DrbqD4z9fQxc3r6OyEERT2cBuqOe59OvliD8r9/WdN3Wp9B1O13oM0ZXqZ1FcHCbdsWgvVsGYi/s9EbfwfPYsbvf6sLdOzRMr9W1jR9De1ogm6vhHVmbVc1wWZejxXvk/2vEtSJGShwkhMrTlpJoU3Lf0yB6/HWe+NmhXfnxGuC7OEC0N10nPppH7O90UXztPR9vcaF1OtDxZoLJDMWWtwQ7+YWCEITqbQ201dk5l07IACV70b5X2HXfE5sxenI/eTPwscP6hExClRp5oi7li4iD+mJFd8Ftzh962yXuWqNydjQVOpiysIgID7E4Dg4v57hBmCAAiUQQCCSxlw8MgqAhUtXlg1SaNK7jDnRYsWEQel58Su5Jo0aWI0S+/IcnydZs2aycW8+uqrhjV7x+rKXgUEl7L54CkIOJoAB9Xm4NrqFC3iklQV8Uk45Qr3TCnCTZM6+YZFUHF2lrqIIoR7n1jh5ocTB+CV1i3isFSdjA+4lGfmDtcSN+0l37BwpZruVffb/60eo9gxkzX1Tw7tTTl7tVYv/nF1RHD4b8g3MFBT1zijGyeG3ZZt208+Ik6acSrOz6cjj9xiEry+1rS5FHqH439vlRQV0ZHWt5scKFpreaInuDCbesu3UfrsaXRJuOLhwPO+IaF09LH7qOh8mmbJsW9MpYgW7TRleplzn7xLF778QvMooF6ScHn2taGM3dscZnZFhYay8t7oCS7mAprX+Ww1BV9/o8UhXfU+2fsuFZoTCQXrQMGckzPfG2OAeofZUT2F27r+pf+mM66v5M1Z13Gwc3Z/qE6po1+g7B+2qYs091W7PSsFVkufd00jOzKuejfK8w676nNmBz5DE0ftZ2F6Gh3reJ+hX+UmYf4GYheXnFz1WXCH37fK+vlafCmLjrQVln7FxYbikLubUe33PjPkcQMCIOBZBCC4eNZ+YbYgAAJGBCC4GAFB1mYC7iBe2Dppd5hzkThUatWqlYxn0rFjR5ozZ46ty/CI+qNGjaLPP/+cEhMT6bvvvqPQ0FCPmLcjJgnBxREU0QcIWE/g4ler6OykVzUN1K6vUkXg92wRAF6daox+hzIWzqKClGOGYnV8koxl8yj943cMz/gm8NqG0mJCLxaL3sGhnlswTYdXMnoxO6L6vEjVn70asL5YuAI70voOk2/7mwvUbTyOnssVRZAwrst5cwHC663bSf7CVYujU/6Jo3T86dYm3dYYOYGqtHvcpNy44MzEUSZuwgKvaUAJwhqJrY84sUsmdhPH3xQ3TtZYInGbtOkTKHPVQk3zgNp1qe6XV98vDjZ+rFPpFw40FcuRiX39PYp4pL2mh/PzP6Xzn32gKQtq2JjiZ6/UlOllXPk+2fsuXf5lD50aUiqaGtYg4iAlbv3dIDA6870xjHnl5qiwECsSIpA68d8jVdp0VheZ3F/8Zi2dnThSU+4jYkokfvubiaUcHx5zLKgC8Xkwl9iCKe6dT8lfWL04I7ny3SjPO+yqz1l5GDtqPy/v+5lOvXjV+lKZU+LWfYb4JK76LLjD71tl/Xy9JATK00KoVKeEJZsoML6+ugj3IAACHkQAgosHbRamCgIgYEoAgospE5TYRsAdxAvbZkzkLnM+cuQIDRo0iDigfO/evW1dhkfUX716Na1du5ZGjBhBHGunMiUILpVpt7FWdyCQf/ggHe+tPYwOEt/wjxff9M8/eoiO92qrmWZAnXrCKuRr6WYqa+vGq8+E+6qkLb+KbwoXipgfzU2sIGqKQ87w+5pfra+60z041HELpmpiuD3cSgTUvpxtyPONcSD2/CNijc9o18j1rHWbohc0PuTOplT7fa21BvfJKevbDXTmrWGlmSs/rRWQNI2szJizAqg19XMKvcv0m93G3Z4c8gzl/LJbU8zxc2p/uEBTZu7wv/5Xe8ivSlVNXb2M3jf/gxrdRvEzlhqqm9srFtH8IqMM9Wy5Cbv3QQqoVUfT5MzbIylr01pNmbUWQebm6Iz3yd53KVO470oTbrzUyb9GHNVb9b2hyFXvjRQhOAaScO2kTrU/WUIhN92uLjK5TxeiWIYQx9SJXRMmzNN3K1uYcZ5SRw6gvL9/VzfR3PtVi6G4d2dQsAgK7ujkynfDGe+woz9n5eXriP3UEzn8RMyu+mv+a5ieqz4L7vD71rBocZM+633KWDTLUBRy613i732tKG54iBsQAAGPIADBxSO2CZMEARAwRwCCizkyKC+LAAdBHzZsGF28eJFSUlIoJyeHQkJCqE6dq4cAfn5+NHr0aGrTpk1ZXbnsmSfO2WVwMJBTCEBwcQpWdAoCZgmwQHK45W3aoNQBgZQkvkF+li0ftmgPNmNFHI+I5m1Jz4olQbgruvzzLjr3wQTNeIqAoylUZXQPDlt2oNixU1S1TG/NxXfgGBzBN4gD3itJ1yWYeMbzVdwrKXX1rnqxRyI7PU0xL7+hV93kEIsrWROvQrczKwqzd30vD5mNq7K7tMC6icbFJvnkp1pprJW4QtgDLSluwkeaupeEpdNpYfGkTr7hVSjxm5/URWbvj3RoQsUZ6ZrnxjFccn7fSycHPa2pwxlr3MuZNCqj4MTzT1HeH79oalgbi8aV75PxgShP2Jp36dyM9+jCEq0VsHE7V703+ccO0/Gepv+utcbiK/WNlyh7+1WXc7z+sIcepbi3pvOtbirOy6W0Ka9Tlog/ZC75CvGOrZmMhThz9a0td+W7UZ532FWfM2u5lVWvvPvJbhEzFmpjVAXfcifVEbHKlOSqz4I7/L5V1szXMxNHC+vG1YaiGq9OoiqPdjLkcQMCIOB5BCC4eN6eYcYgAAIqAhBcVDBwazWBzZs3U48ePSzWHzlypBRmLFZ0QQVPnLMLsGAIJxKA4OJEuOgaBMwQ0AueXHPSDDotgpyrfbuzv/t48c1ydgum56aFD2vSZ79PRcItlDoZB+pWP+N7vYNDY7dgxm04n/vXPkoZ8ITJo/obd2usIS5t/4ZOvzFUW0+sIem7P0RwdNMYLNqKRMm92lHB0X81xdVfHE1RT/bWlCmZ1JEDKXvXd0pWXiO79KSYoWM0ZY7K6Llk474ThcURx10pKxVdvCDjslBhgaaaHn+9YOBqV3KaDowy5lwYGbt1M2chkPT9n1btldGwZrN64o+1sWhc+T7Z+y7puQKM6CDiLA0fb2Diqvfm0s7tdHrU84Zx+cYnJExYxGkFL02FK5kTz3WmvAN/ah4ZvzOah6oMuyNLe3+cSWwjpQq7F4v/bJWSdcjVle9Ged5hV33OHAL1Sif27mfq60Mp+7tvNFOJEK4WY4XLRSW56rPA41X071tlzXw9Obwf5ezeYSiqt+o/5F+jpiGPGxAAAc8jAMHF8/YMMwYBEFARgOCigoFbmwgkJydTXl6e2TZBQUFUt25ds88r4oEnzrkiOGFMxxCA4OIYjugFBGwhkDZ9vIitcfXbvtzWJzjE5KCy5sRPKLxZC9n1/7d3J9BRVOkCx7+EbCRECAEhkEBYXMen44ij6DijoKPgggdcUNTnhtvoKDo6+p7ruK+4oLiACC6g4gIuo+Iyi0/nOY6OOuqIErKxBUJIQkLohGTubei2blX1lnR3keZf53BSdetW3apf3abPqa/v/dqbVT6Po9TIGMs0QWm5eY7pvaJ5IV927Ghp37DeuGT7tGDGzm0bDWr0Tc3NVxq70vPy1WiIT40ytxwsusJwlfQ+UgLtDnV/y/R0SCoPjHXRAaleB4+xFgXXy08aK22rqoPbeqX/VTdL72OdwSGjUic39KiildPOchw9/D2dryPbUW4tqJs/W2ofucta5F8fdPcTknvgL43yNXdfJ42LXzDK8saMl6Kbphtlbhtr7rxWGl9/0bGr+JHnJOe/9guW61+zl2lv2xLPvALtagq6MjUVnX2JNhdNMvtTZ/tS5ZnHiW/Zd8YtFl54pRScem6wLFn9xm00nM7pNORJc0q34IVZVsqO2k/amzZaStSUgdfeJTsdOcEoC7XhqyyT1dddJr4y0yJQf5BKDp6rkoTHa0lW3+hqH07G5yxeptbzdOZ5Vp59vPi+/9Z6Gim84AopmHJesCxZnwXdoNfft8GbVivW/F09VH6xYSrPGAsCCHRvAQIu3fv5cfUI7PACBFx2+C4AAAIIJEiAgEuCYDktAmEE3BJT26u7BU4qTj9aWst/sFc1tovuelzyRv/KKLNu6Jep+qWqfbFPC2bfr7fXz5kh6598yNjl9qt1t1/Y64OieYnftmaVlJ9wqNGG/9h5b0jWsJGOcn8g6sh9HeXR3I/joCgLfCuqpHLy1kCY9ZBI96eDSRWTj5C2lVXWw0TS08U/Sii/t1HuluslmtEGLV//U6ovONk4l95IV+cf9tpHjpErbgnWw+UAcpw4QkGLevlarV7C2pdoc9Ekqz91pS8tO2JfFTBtNm5x4K0zpNcvjwiWJavfrL3vJql/5blgu3ol0rRguo7O31F+3Gi9aizFaiqwnD2iz7+igwurVGLwTX93vkzOHz9JBlxzm3H+rmwkq290tQ/re0z056wrjuGOjfV5uuX5Gnjzg9Lr0CODzSTrs6Ab9PL7NnjD21b0d0BH4McEaekRf4BgP55tBBDY/gQIuGx/z4QrQgCBGAQIuMSARVUEEEAgBgECLjFgURWBOAn4lv8glWccHfZsbr8Ed8u9Yj1J9h57qzwJzlEN1jotS7+R6nOcc8bbpwWzHhNYd2vfbcSFr7pcKlWeEvvSb9r10mfiFHuxsR3q5Vio0SMt33yppjk70TiH3hj+tpreKzf89F6Og6Is8OcFGKNeQLe3G0dESuLerKaSWammlLEveb8YK0W3P2IvlvJJh0pbzSqjPNKc/x1btkjV1EmOX5jrk7hNW6bL3QI7+SqvwAA1ZV08lo0fvCWrr7/UOJXbyCijgmUjWf2ps32pbf06KZ9wsOWKt64Oeeo1yRqxa7A8Wf1mxeVnO4IdBWdcIIVTpwWvxW2l5avPpPqiUxy77Pl89KiS/COPk/TsHEfdQEG7zyeVp41zjDzL3utnUjJzfqBal/8mq290tQ/rG03056yzmPF8nm0qZ1S5yh1lX0rmLJLskbsHi5P1WdANevl9G7xhVhBAIGUFCLik7KPlxhDYMQQIuOwYz5m7RACB5AsQcEm+OS0i0KFe1OspljpaNrli6Cmf9NRP9mWDmoZsnZqOLNTiNi2Vva5bzoNoX35XXThZJT7/3Dil24gL/dLfPy2YLU9JxsDBMnTBO44RFoETNv/jb/5fxndsagoU+f/2UHPcD1Nz3bstDW++LDW3X2Ps0lOtjXg7cr4K46AYN9ymnsrZe5QUP/ys65naNzVL1bmTpFVNuWRfitR0Ynm26cT0C+uyw/c2ppDTx9mnBLOeq31jo+ipxJr+9Ja12L+un3Hpwg8kvVe+Y9/ae2+U+ledL8GLZy6QnL2co4ccJ1AFm3/4TtY9fIcavXC7IydB3bOPS+2j9xqHuY2MMipYNpLVnzrbl1q++ocKVJxqueKtq8OX/FPS1VSB1iXR/Ua35dbGzuq57DR+ovVSHOtuwU77tEdb6utk+TEHSmbpCDW13f2i80yFWtapqfM2qCn0rEvmsF1k6LzXrUVdWk9W3+hqH9Y3mejPWWcg4/08QwbtXALgbv00nv+HBjy8/L4NXEPgb0drq+hgU5oKVurcbCwIIND9BQi4dP9nyB0gsEMLEHDZoR8/N48AAgkUIOCSQFxOjUAYgerfTJGWL83cJ4Hqgx56RnJ/un9gM/g3VNJ6XSH7Jz+VkkefD9YNtbL+6Udl/ePTjd3Rvvx2Sxod6kVu1dQTZPO/vzLa0Ru9Tz5L+l98tVGup1lpWPy8mmv/FjWvkZlMXlfsue8BMvjBecYxgY31c2fK+ln3BzaDf4csWCJZg4cEt/VKW+1a0UGJrKHDjfLObKz634ul6S9LHIe6TcWlgydrbpwmTX9911E/e9c9pfiJlyRNTStmXXzly6Ty9PHWIv966asfSkZhf0e5nkZs9Y2XS9vqFY59uqD/726S3hMmu+7TwZKqsyc4gjuZpSNl0N2PS6YKlIVatGfd/FlS9+wsEfUi0c3dLZ9M3phx/hf2oc5rL09Gf+psX2r44ytSc5vZp3v07a/yM3xovw1JdL/paGuTZWOdo6/CBeoCF1n7xP1SN29mYNP/N2ef/aV4xjPBsubP/l9WXnrG1u3MLH+OmoIpUyW9p3M02dr7/qCmNjMDkHlqirUiNdVaPJdk9I149OFEf846Yxrv5xlN0C5wnYn+LATa0X+9+r4NXIMOuOvvt0aVBy1D5W7ZsrFB+p51iRRMduYCCxzDXwQQ6B4CBFy6x3PiKhFAIIQAAZcQMBQjgAACXRQg4NJFQA5HoJMCax+8TepfnOs4uueog2Tw9DmOcl3QruZ+L1O5IqR9i2P/oHtnS+7Pf+Eotxesuf1/pPHNl4xit2nBjApqI1R+i8EPPyc993bmhGn6+M+y6qrz7Kfxb+erBNx9Jp8tmSWlsvm7r2X97Adl02d/c62rC/OPPUkGXOU+sqdu/pMqCf2djmPzDjlCCk7Z1kbZ99K45DVpfPtVyR6xu5Q8sdBRP9aCUFOzSUam7KxyVOQfNk7SMjNFj35Y+9AdsvnbL51NqCCLDrbkqKCLfXHLTZGWkysjlmwdYaSDVK0qF4xOTr3pi0+l/mX1YtulX+jz5o09WopuvM/ehLHt1i90hfS8XtLvsusk//BjJC0jI3iMr2q5enn4mtQvfFoFsRq2lqt7H/HuF2oEU49gPb2y4reny6bPPzHKopniynpAMvpTZ/uSa6AixGinRPcbX3WFms7v11Y6/3rp4o8ko6DQUW4tWHXDZdL0/h+tRY7P3oaF82TdA7cadXoU7iy9j5+sphmbIJlFxaKDhY1LFkvd0485gniF56vk6ae5/79gnDSGjWT0jXj0YX1LifycxUAWrBrv51k76wGpm2tOjxhqxGaiPwvBm1QrXn3fBq5hzd3XS6P6UYF9iTQNpb0+2wggsP0JEHDZ/p4JV4QAAjEIEHCJAYuqCCCAQAwCBFxiwKIqAnEUaFC/dK25+UrHGYsfe1Fy9lRTSYVYKs+aIL4f/m3sjSUvQvXFp0nLF383jnebFsyooDY2qzarVNv2JdSIC13PLZeE/fhotgsv+J3oX9G7Lc2ffiwrp53ptsu1LEeNHCpWI4jisbi9oA6eV/36X08n1d5YHyyyrxSc+RspPOe39mL/dt3zT0ntjNvNfWoKGj3aRyex9i3/XjqazanXzMpbt3Ren8H3z42Yz0aP/qmYfETIae5EBY+y1XRQ6fm9pVWNomlbUeloLnPoCBn6zJuO8uUTfylb1q4xykONjDIq2TYS3Z8625dW3aBGL71v3nf+uIkqB47t+W27n0T2G7c8QdFOsVd17kR/ANTKXnjR7/2By0CZ20iPwD7/X9VPRE2bFGopfnyh5OyhRuDEeUl034hXH07k56wzpPF+nqvUKLum994wLiVcPqhEfhasF+HV962+Bh0cLztyP7FPlan35R08RoruMEeV6XIWBBDoPgIEXLrPs+JKEUDARYCAiwsKRQgggEAcBAi4xAGRUyDQCQGfyuVROWWccWTeQYdJ0Z2PGmX2DbcXZIPUiJhcNTImmmX58YfIltoao2qkROy68sY/vyOrr73EOM464sLYsW3DV7ZUqs4/Wb3Eb3bb7SxTQQpp9TnKB97ykPT6lfNX+7rilsYGqTjxMGlv2ug4zq0gni+4/Am7TzvaP5WWW1vhyvKPU6N2rnQftaOPc5uOKdz53Pbp/jTgpumOPCJudXVZ3YI5UqvysHR2yTvkcCm67WHjcB0cKjt8H6NMbwya8azk7jPKUR6uINH9qbN9Sefm2fzdv4xL76sS1PdVierdlkT2G7c8T3raupLZr7hdilG2TOeVsgXxBt7xqPQ6+LBgvXUz75ENzz0R3I5lpfek06S/Gi2ViCWRfSOefVjfeyI+Z501jffzdJvere+5l0nf/77Q9RIT+VmwNujV962+Bj2dWNmv3XNhZe+5j5Q89oL1UllHAIFuJkDApZs9MC4XAQRMAQIupgdbCCCAQLwECLjES5LzIBCbgP9Xr0epX71aXnCWzFkk2SN3D3uiep3rRE1PEljCJRkO1An8DfXiJ5r8DnXPzZLamXcHTuX/mzViNxny1GKjzL7hW7ZUVl5zobStqrbvMrZ1zov+V9wgq1VuFPtSMmexctnNXhzc3vjBW7L6+kuD2+FW9LRHA669K1yVmPa1/OtzWa1GOLTVrIr6OJ3Hpt9FVznytlhPsOKKc2TTJx9ai6JeT+uZp0YEnaumbjrfMb1XpJO4PedIx6jsz/7ppPqefYl/SilrfT0Sp/KMY6xF/vVwI6MclS0Fie5PnelLZUeNUgG/RstVikSaKihR/Watmu6rXk37ZV2iyZfTVlcr5cc5g7ZD5r8tWcWl1tNJs5rCrnaGmibPJUeTUdGykbXLHlI8c4Gkq2ThiVoS1Tfi3Yf1/cf7c9YV03g+z7Jx+/84xeC2ixpw43TJHzs+5CUm6rNgbdCL71tr++WTDnX9jgg3Es56POsIILD9ChBw2X6fDVeGAAJRCBBwiQKJKggggEAnBAi4dAKNQxCIk4A1L0CeyvlR9Adn8nd7Uy0q50m1mvonsAx6YK7k/uzAwGbYv21166X8eJXnxZbro3TR//kT+YY72C2heJ4adVKkRp9EWrbU10mNyh3T9MlfHdMNpalpt3Y66njpe940f/Cp/IQff00fOO/wdz53Tcod2K//NryxUNY9dp+0qxfHIRc13VHh1MuNKZJC1o1hx5aGDVJz69XS9NEHYY/KGr6r9Lv0WvW8DghbT+8sP/lwaVM5WmJZ0lWOjvwx46VA/Zo8Ur6OcOf1551RL+51fp1Ii86VUzj1MskaNtK1qluehjT10l3neunskuj+FEtf6nPSGVI2/udG4FTfV/GslyVnt5+EvcVE9Juae26QhkULjHajyZejp4mrOHGMcZz0yJAR7+mcPBlmudrSL7A3vvu61KrPXNualY79wQKV16fg9POl7+kX+HMaBcsTtJKIvpGIPqxvP56fs65yxuN5dmxpC/FZUHmqdtsr7CUm4rNgbzDZ37fW9hveXiQ1t1xlLRL93Vfy5CuSVTLMKGcDAQS6lwABl+71vLhaBBCwCQQCLrZiNhFAAAEE4iQwd64zeXecTs1pEEAghIDOt9Dy/Tf+vb3GHC1Zg0tC1PyxuEPlR6hbMNtfkJ6bL30mTflx53a+1u7ziW/p19KiE8irUREZKsF2rspJkp6bF5crb1ejhRqXvCa+ijJpXVEhertHQT/J2HmgP29E3uhD49aW2wXr6XF8S7+VzSqRfcsP36rEN5v9bWc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+ }
+ },
+ "cell_type": "markdown",
+ "id": "90d36820",
+ "metadata": {},
+ "source": [
+ "### Queueing Structures\n",
+ "\n",
+ "- Stack:\n",
+ " - First-In-Last-Out(FILO) or Last-In-First-Out(LIFO)\n",
+ "- Queue:\n",
+ " - First-In-First-Out (FIFO)\n",
+ "- Priority Queue:\n",
+ " - Highest priority item is kept first always\n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:work_queue_slow_operations.png\" width=\"600\"/>\n",
+ "</div>\n",
+ "\n",
+ "Slow operations:\n",
+ "- `x = L.pop(0)`\n",
+ "- `L.sort()`"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1ae078cd",
+ "metadata": {},
+ "source": [
+ "### Using `deque` to improve \"BFS\" complexity\n",
+ "\n",
+ "- Documentation: https://docs.python.org/3/library/collections.html#collections.deque\n",
+ "- Search for \"O(\" in the documentation to get a sense of complexity of various operations. Here are a few highlights:\n",
+ " - memory efficient appends and pops from either side of the deque with approximately the same **O(1)** performance in either direction\n",
+ " - Indexed access is O(1) at both ends but slows to O(n) in the middle. For fast random access, use lists instead.\n",
+ " \n",
+ "- Operations:\n",
+ " - `collections.deque([iterable[, maxlen]])`\n",
+ " - `append(x)` ---> **O(1)** operation, equally efficient when compared to list's **O(1)** for adding item at the end\n",
+ " - `popleft()` ---> **O(1)** operation, highly efficient when compared to list's **O(N)** for popping item at index 0"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bba7b04c",
+ "metadata": {},
+ "source": [
+ "What are some examples of `iterable`? `list`, `str`, `range(...)`, `dict`, basically anything that can be iterated using a `for` loop."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "df5a1b45",
+ "metadata": {},
+ "source": [
+ "Create a deque by passing a list with 3 items as argument."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1b0bcad4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "d = ???\n",
+ "d"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ad7ea162",
+ "metadata": {},
+ "source": [
+ "Append a new item to your deque."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9bb00305",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "d"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a7b72757",
+ "metadata": {},
+ "source": [
+ "Pop the item at index 0 using `popleft`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3dcbd60e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "item = ???\n",
+ "print(item, d)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "420abec2",
+ "metadata": {},
+ "source": [
+ "### Go back to `bfs_search` and update our `to_visit` list usage to use a `deque` instead"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5ddae33d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: update bfs_search to make the implementation efficient"
+ ]
+ },
+ {
+ "attachments": {
+ "shortest_path.png": {
+ "image/png": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "af3c077f",
+ "metadata": {},
+ "source": [
+ "### What if we wanted to explore nodes in a different order other than `DFS` and `BFS` ordering? \n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:shortest_path.png\" width=\"600\"/>\n",
+ "</div>"
+ ]
+ },
+ {
+ "attachments": {
+ "Priority_queue.png": {
+ "image/png": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "a91d9616",
+ "metadata": {},
+ "source": [
+ "### Using `heapq` (priority queue)\n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:Priority_queue.png\" width=\"600\"/>\n",
+ "</div>"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "35dcf2c1",
+ "metadata": {},
+ "source": [
+ "**IMPORTANT**: Unlike `deque`, `heapq` is not a type by itself.\n",
+ "\n",
+ "- Operations:\n",
+ " - `heapq.heappush(LIST, VAL)`:\n",
+ " - adds VAL to the list\n",
+ " - shuffles around the values so that the smallest value is in the front\n",
+ " - does so in **O(log N)** time (so it is not sorting, but just shuffling)\n",
+ " - `val = heapq.heappop(LIST)`\n",
+ " - removes the smallest item from the list\n",
+ " - re-shuffles around the values so that the smallest value is in the front\n",
+ " - does so in **O(log N)** time (so it is not sorting, but just shuffling)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b05ffde",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = []\n",
+ "vals = [5, 3, 1, 4, 2]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e1200db8",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d3712e2e",
+ "metadata": {},
+ "source": [
+ "### Benchmarking `stack`, `queue`, and `priority queue` for performance"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9ddfb57d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "iters = 1000\n",
+ "\n",
+ "def benchmark_microsec(data, pattern):\n",
+ " \"\"\"\n",
+ " Benchmarking \"stack\", \"queue\", \"priority queue\" \n",
+ " implementations using a list data structure\n",
+ " \"\"\"\n",
+ " t0 = time.time()\n",
+ " # measure bad ways to implement the patterns (all with a list!)\n",
+ " for i in range(iters):\n",
+ " if pattern == \"stack\":\n",
+ " data.append(i % 10)\n",
+ " _ = data.pop(-1)\n",
+ " elif pattern == \"queue\":\n",
+ " pass\n",
+ " # TODO: complete the code for queue\n",
+ " elif pattern == \"prio queue\":\n",
+ " pass\n",
+ " # TODO: complete the code for priority queue\n",
+ " else:\n",
+ " raise Exception(\"pattern not supported\")\n",
+ " t1 = time.time()\n",
+ " return (t1-t0) / iters * 1e6\n",
+ "\n",
+ "df = pd.DataFrame()\n",
+ "for N in [1000,2000,5000,10000]:\n",
+ " df.loc[N,\"stack\"] = benchmark_microsec([1]*N, \"stack\")\n",
+ "\n",
+ "plt.rcParams[\"font.size\"] = 16\n",
+ "df.plot.line(ylim=0)\n",
+ "plt.xlabel(\"N\")\n",
+ "plt.ylabel(\"Microseconds\")\n",
+ "df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "52bc7350",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def benchmark_microsec_v2(data, pattern):\n",
+ " \"\"\"\n",
+ " Benchmarking \"stack\", \"queue\", \"priority queue\" \n",
+ " implementations using list, deque, and heapq list data structures\n",
+ " \"\"\"\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/lecture_material/10-Graph-Search-2/template_lec_002.ipynb b/lecture_material/10-Graph-Search-2/template_lec_002.ipynb
new file mode 100644
index 0000000..ece393d
--- /dev/null
+++ b/lecture_material/10-Graph-Search-2/template_lec_002.ipynb
@@ -0,0 +1,747 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "d684d88e-e96d-4392-b4d6-92d3f1669b32",
+ "metadata": {},
+ "source": [
+ "# Graph Search\n",
+ "\n",
+ "- Depth First Search (Stack)\n",
+ "- Breadth First Search (Queue)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "66ba808a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# known import statements\n",
+ "from graphviz import Digraph\n",
+ "import time\n",
+ "import random\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# new import statements\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e042962c",
+ "metadata": {},
+ "source": [
+ "### Depth First Search (DFS) \n",
+ "- Few lectures ago: BST search with complexity **O(logN)**\n",
+ "- Finds a path from one node to another -- works on any directed graph"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c00e99eb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def example(num):\n",
+ " g = Graph()\n",
+ " if num == 1:\n",
+ " g.node(\"A\")\n",
+ " g.edge(\"B\", \"C\")\n",
+ " g.edge(\"C\", \"D\")\n",
+ " g.edge(\"D\", \"B\")\n",
+ " elif num == 2:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"B\", \"C\")\n",
+ " g.edge(\"C\", \"D\")\n",
+ " g.edge(\"D\", \"E\")\n",
+ " g.edge(\"A\", \"E\")\n",
+ " elif num == 3:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"A\", \"C\")\n",
+ " g.edge(\"B\", \"D\")\n",
+ " g.edge(\"B\", \"E\")\n",
+ " g.edge(\"C\", \"F\")\n",
+ " g.edge(\"C\", \"G\")\n",
+ " elif num == 4:\n",
+ " g.edge(\"A\", \"B\")\n",
+ " g.edge(\"A\", \"C\")\n",
+ " g.edge(\"B\", \"D\")\n",
+ " g.edge(\"B\", \"E\")\n",
+ " g.edge(\"C\", \"F\")\n",
+ " g.edge(\"C\", \"G\")\n",
+ " g.edge(\"E\", \"Z\")\n",
+ " g.edge(\"C\", \"Z\")\n",
+ " g.edge(\"B\", \"A\")\n",
+ " elif num == 5:\n",
+ " width = 8\n",
+ " height = 4\n",
+ " for L1 in range(height-1):\n",
+ " L2 = L1 + 1\n",
+ " for i in range(width-(height-L1-1)):\n",
+ " for j in range(width-(height-L2-1)):\n",
+ " node1 = str(L1)+\"-\"+str(i)\n",
+ " node2 = str(L2)+\"-\"+str(j)\n",
+ " g.edge(node1, node2)\n",
+ " else:\n",
+ " raise Exception(\"no such example\")\n",
+ " return g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6690b3be",
+ "metadata": {},
+ "source": [
+ "### For a regular graph, you need a new class `Graph` to keep track of the whole graph.\n",
+ "- Why? Remember graphs need not have a \"root\" node, which means there is no one origin point"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8f5e8b06",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "class Graph:\n",
+ " def __init__(self):\n",
+ " # name => Node\n",
+ " self.nodes = {}\n",
+ " # to keep track which nodes have already been visited\n",
+ " self.visited = set()\n",
+ "\n",
+ " def node(self, name):\n",
+ " node = Node(name)\n",
+ " self.nodes[name] = node\n",
+ " node.graph = self\n",
+ " \n",
+ " def edge(self, src, dst):\n",
+ " \"\"\"\n",
+ " Automatically adds missing nodes.\n",
+ " \"\"\"\n",
+ " for name in [src, dst]:\n",
+ " if not name in self.nodes:\n",
+ " self.node(name)\n",
+ " self.nodes[src].children.append(self.nodes[dst])\n",
+ "\n",
+ " def _repr_svg_(self):\n",
+ " \"\"\"\n",
+ " Draws the graph nodes and edges iteratively.\n",
+ " \"\"\"\n",
+ " g = Digraph()\n",
+ " for n in self.nodes:\n",
+ " g.node(n)\n",
+ " for child in self.nodes[n].children:\n",
+ " g.edge(n, child.name)\n",
+ " return g._repr_image_svg_xml()\n",
+ " \n",
+ " def dfs_search(self, src_name, dst_name):\n",
+ " \"\"\"\n",
+ " Clears the visited set and invokes dfs_search using Node object instance\n",
+ " with name src_name.\n",
+ " \"\"\"\n",
+ " # Q: is this method recursive?\n",
+ " # A: no, it is just invoking dfs_search method for Node object instance\n",
+ " # dfs_search method in Node class is recursive\n",
+ " # These methods in two different classes just happen to share the same name\n",
+ " self.visited.clear()\n",
+ " return self.nodes[src_name].dfs_search(self.nodes[dst_name])\n",
+ " \n",
+ " def bfs_search(self, src_name, dst_name):\n",
+ " \"\"\"\n",
+ " Invokes bfs_search using Node object instance with name src_name.\n",
+ " \"\"\"\n",
+ " return self.nodes[src_name].bfs_search(self.nodes[dst_name])\n",
+ "\n",
+ "class Node:\n",
+ " def __init__(self, name):\n",
+ " self.name = name\n",
+ " self.children = []\n",
+ " self.graph = None # back reference\n",
+ " self.finder = None # who found me during BFS\n",
+ " \n",
+ " def __repr__(self):\n",
+ " return self.name\n",
+ " \n",
+ " def dfs_search_v1(self, dst):\n",
+ " \"\"\"\n",
+ " Returns True / False when path to dst is found / not found\n",
+ " \"\"\"\n",
+ " # TODO: what is the simplest case? current node is the dst\n",
+ " if self in self.graph.visited:\n",
+ " return False\n",
+ " self.graph.visited.add(self)\n",
+ "\n",
+ " if self == dst:\n",
+ " return True\n",
+ " \n",
+ " for child in self.children:\n",
+ " if child.dfs_search_v1(dst):\n",
+ " return True\n",
+ " \n",
+ " return False\n",
+ "\n",
+ " def dfs_search(self, dst):\n",
+ " \"\"\"\n",
+ " Returns the actual path to the dst as a tuple or None otherwise\n",
+ " \"\"\"\n",
+ " # TODO: what is the simplest case? current node is the dst\n",
+ " if self in self.graph.visited:\n",
+ " return None\n",
+ " self.graph.visited.add(self)\n",
+ "\n",
+ " if self == dst:\n",
+ " return (self,)\n",
+ " \n",
+ " for child in self.children:\n",
+ " child_path = child.dfs_search(dst)\n",
+ " if child_path != None:\n",
+ " return (self,) + child_path\n",
+ " \n",
+ " return None\n",
+ " \n",
+ " def bfs_search_v1(self, dst):\n",
+ " \"\"\"\n",
+ " Returns True / False when path to dst is found / not found.\n",
+ " Iterative / non recursive method.\n",
+ " \"\"\"\n",
+ " to_visit = [self]\n",
+ " \n",
+ " while len(to_visit) > 0:\n",
+ " curr_node = to_visit.pop(0)\n",
+ " if curr_node == dst:\n",
+ " return True\n",
+ " \n",
+ " for child in curr_node.children:\n",
+ " if child not in added:\n",
+ " to_visit.append(child)\n",
+ " \n",
+ " return False\n",
+ "\n",
+ "g = example(1)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c83e9993-765c-42a0-97f6-6277627acf95",
+ "metadata": {},
+ "source": [
+ "### Testcases for DFS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "15edd0d2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d25ec05c-f6b8-4843-8107-64a4b79c5b5f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.dfs_search(\"B\", \"A\")) # should return None\n",
+ "print(g.dfs_search(\"B\", \"D\")) # should return (B, C, D)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a92903d6",
+ "metadata": {},
+ "source": [
+ "### Why is it called \"*Depth* First Search\"?\n",
+ "\n",
+ "- we start at the starting node and go as deep as possible because recursion always goes as deep as possible before coming back to the other children in the previous level\n",
+ "- we need a `Stack` data structure:\n",
+ " - Last-In-First-Out (LIFO)\n",
+ "- recursion naturally uses `Stack`, which is why we don't have to explicitly use a `Stack` data structure\n",
+ "- might not give us the shortest possible path"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e5baef43",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(2)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2a0b9c3d-1838-433d-82dd-14ba3859198f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.dfs_search(\"A\", \"E\")) # should return (A, B, C, D, E)\n",
+ "print(g.dfs_search(\"E\", \"A\")) # should return None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "378d7ce7",
+ "metadata": {},
+ "source": [
+ "### Breadth first search\n",
+ "\n",
+ "- find the shortest path by exploring all children first before the grandchildren or any of the successors\n",
+ "- we need a `Queue` data structure:\n",
+ " - First-In-First-Out (FIFO)\n",
+ "- unlike DFS, BFS gives us the shortest possible path"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "75e190d3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: let's define bfs_search method"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "29031c60-26c4-4ce6-aeb2-7d34efce50e5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(3)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3aef637c-068c-4fa7-b8cc-e7a069bc2ebb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"A\", \"D\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c15583e6-86e7-4a82-86ef-1cf1a5170fab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(2)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2bdc2e53-5d49-431d-a5fd-73de64baf9b4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"A\", \"E\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d7fd243b-ae5f-42f6-b52a-33cf2fa93d64",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(1)\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "27943344-0e56-41e1-b3d8-306530b419a3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"B\", \"D\")) # should return (B, C, D)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "94e7bc72-8158-40e9-b615-573fc9506840",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(g.bfs_search(\"B\", \"A\")) # should return None\n",
+ "# what's wrong?"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f25a8642-227a-4e7c-a2c9-6677dc7f5fde",
+ "metadata": {},
+ "source": [
+ "### How do we find the path using BFS?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3e5053d9-ff2a-41a0-987c-84a0880f4f13",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g = example(3)\n",
+ "print(g.bfs_search(\"A\", \"E\"))\n",
+ "g"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "34adcada-e97d-4725-912f-f519cbe68bfd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "g.nodes[\"E\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "bd5239e5-d7a4-4277-a30c-71f4eac0eaf6",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d0790031-14df-4416-a666-95b0e3b1f5f2",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a9f87651-cdd2-46a0-8fbc-0f349fbea8e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: let's go back and implement a backtrace method to help us trace back this path"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3b1b32c7",
+ "metadata": {},
+ "source": [
+ "### BFS complexity\n",
+ "\n",
+ "- focus on the data structures that we use and identify the single line of code that is a slow operation\n",
+ "- Assuming N nodes in the directed graph, what will the current algorithm's complexity be? \n",
+ " - `O(N**2)`\n",
+ " - Why? to_visit.pop(0) will be O(N) operation because we need to slide the list items over every time we remove the first item\n",
+ " \n",
+ "- Can we make this algorithm better by using a different data structure than a list?"
+ ]
+ },
+ {
+ "attachments": {
+ "work_queue_slow_operations.png": {
+ "image/png": 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+ }
+ },
+ "cell_type": "markdown",
+ "id": "90d36820",
+ "metadata": {},
+ "source": [
+ "### Queueing Structures\n",
+ "\n",
+ "- Stack:\n",
+ " - First-In-Last-Out(FILO) or Last-In-First-Out(LIFO)\n",
+ "- Queue:\n",
+ " - First-In-First-Out (FIFO)\n",
+ "- Priority Queue:\n",
+ " - Highest priority item is kept first always\n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:work_queue_slow_operations.png\" width=\"600\"/>\n",
+ "</div>\n",
+ "\n",
+ "Slow operations:\n",
+ "- `x = L.pop(0)`\n",
+ "- `L.sort()`"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1ae078cd",
+ "metadata": {},
+ "source": [
+ "### Using `deque` to improve \"BFS\" complexity\n",
+ "\n",
+ "- Documentation: https://docs.python.org/3/library/collections.html#collections.deque\n",
+ "- Search for \"O(\" in the documentation to get a sense of complexity of various operations. Here are a few highlights:\n",
+ " - memory efficient appends and pops from either side of the deque with approximately the same **O(1)** performance in either direction\n",
+ " - Indexed access is O(1) at both ends but slows to O(n) in the middle. For fast random access, use lists instead.\n",
+ " \n",
+ "- Operations:\n",
+ " - `collections.deque([iterable[, maxlen]])`\n",
+ " - `append(x)` ---> **O(1)** operation, equally efficient when compared to list's **O(1)** for adding item at the end\n",
+ " - `popleft()` ---> **O(1)** operation, highly efficient when compared to list's **O(N)** for popping item at index 0"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bba7b04c",
+ "metadata": {},
+ "source": [
+ "What are some examples of `iterable`? `list`, `str`, `range(...)`, `dict`, basically anything that can be iterated using a `for` loop."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "df5a1b45",
+ "metadata": {},
+ "source": [
+ "Create a deque by passing a list with 3 items as argument."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1b0bcad4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "d = ???\n",
+ "d"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ad7ea162",
+ "metadata": {},
+ "source": [
+ "Append a new item to your deque."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9bb00305",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "d"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a7b72757",
+ "metadata": {},
+ "source": [
+ "Pop the item at index 0 using `popleft`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3dcbd60e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "item = ???\n",
+ "print(item, d)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "420abec2",
+ "metadata": {},
+ "source": [
+ "### Go back to `bfs_search` and update our `to_visit` list usage to use a `deque` instead"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5ddae33d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# TODO: update bfs_search to make the implementation efficient"
+ ]
+ },
+ {
+ "attachments": {
+ "shortest_path.png": {
+ "image/png": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "af3c077f",
+ "metadata": {},
+ "source": [
+ "### What if we wanted to explore nodes in a different order other than `DFS` and `BFS` ordering? \n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:shortest_path.png\" width=\"600\"/>\n",
+ "</div>"
+ ]
+ },
+ {
+ "attachments": {
+ "Priority_queue.png": {
+ "image/png": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "a91d9616",
+ "metadata": {},
+ "source": [
+ "### Using `heapq` (priority queue)\n",
+ "\n",
+ "<div>\n",
+ "<img src=\"attachment:Priority_queue.png\" width=\"600\"/>\n",
+ "</div>"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "35dcf2c1",
+ "metadata": {},
+ "source": [
+ "**IMPORTANT**: Unlike `deque`, `heapq` is not a type by itself.\n",
+ "\n",
+ "- Operations:\n",
+ " - `heapq.heappush(LIST, VAL)`:\n",
+ " - adds VAL to the list\n",
+ " - shuffles around the values so that the smallest value is in the front\n",
+ " - does so in **O(log N)** time (so it is not sorting, but just shuffling)\n",
+ " - `val = heapq.heappop(LIST)`\n",
+ " - removes the smallest item from the list\n",
+ " - re-shuffles around the values so that the smallest value is in the front\n",
+ " - does so in **O(log N)** time (so it is not sorting, but just shuffling)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b05ffde",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = []\n",
+ "vals = [5, 3, 1, 4, 2]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e1200db8",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d3712e2e",
+ "metadata": {},
+ "source": [
+ "### Benchmarking `stack`, `queue`, and `priority queue` for performance"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9ddfb57d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "iters = 1000\n",
+ "\n",
+ "def benchmark_microsec(data, pattern):\n",
+ " \"\"\"\n",
+ " Benchmarking \"stack\", \"queue\", \"priority queue\" \n",
+ " implementations using a list data structure\n",
+ " \"\"\"\n",
+ " t0 = time.time()\n",
+ " # measure bad ways to implement the patterns (all with a list!)\n",
+ " for i in range(iters):\n",
+ " if pattern == \"stack\":\n",
+ " data.append(i % 10)\n",
+ " _ = data.pop(-1)\n",
+ " elif pattern == \"queue\":\n",
+ " pass\n",
+ " # TODO: complete the code for queue\n",
+ " elif pattern == \"prio queue\":\n",
+ " pass\n",
+ " # TODO: complete the code for priority queue\n",
+ " else:\n",
+ " raise Exception(\"pattern not supported\")\n",
+ " t1 = time.time()\n",
+ " return (t1-t0) / iters * 1e6\n",
+ "\n",
+ "df = pd.DataFrame()\n",
+ "for N in [1000,2000,5000,10000]:\n",
+ " df.loc[N,\"stack\"] = benchmark_microsec([1]*N, \"stack\")\n",
+ "\n",
+ "plt.rcParams[\"font.size\"] = 16\n",
+ "df.plot.line(ylim=0)\n",
+ "plt.xlabel(\"N\")\n",
+ "plt.ylabel(\"Microseconds\")\n",
+ "df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "52bc7350",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def benchmark_microsec_v2(data, pattern):\n",
+ " \"\"\"\n",
+ " Benchmarking \"stack\", \"queue\", \"priority queue\" \n",
+ " implementations using list, deque, and heapq list data structures\n",
+ " \"\"\"\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.4"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/lecture_material/10-Graph-Search-2/work_queue_slow_operations.png b/lecture_material/10-Graph-Search-2/work_queue_slow_operations.png
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