{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Jupyter LabおよびExtensionの紹介"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"source": [
"この記事は[PyData Osaka Meetup #12](https://pydataosaka.connpass.com/event/156820/)の発表のために執筆しました。\n",
"※2020/2/16 スライドへのリンクを追加"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import IFrame\n",
"IFrame(\"https://www.hiromasa.info/slide/17.slides.html\", \"100%\", \"450px\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## 今日の資料\n",
"\n",
"https://www.hiromasa.info/posts/17/"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## 自己紹介\n",
"\n",
"* 大橋(@wrist)\n",
"* PyData Osakaオーガナイザーの一味\n",
"* メーカー勤務(音響信号処理屋)\n",
"* 近況: バタフライキーボードのbが壊れた"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## 本日の実行環境\n",
"\n",
"* Docker上で動作\n",
"* `docker pull wrist/jupyterlab-custom:latest`"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## 本日の内容\n",
"\n",
"* Jupyter Labの簡単な歴史\n",
"* Jupyter Lab単体機能の紹介\n",
"* Extensionの紹介"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Jupyter Labの簡単な歴史\n",
"\n",
"* 2016/1/5 first commit\n",
"* 2018/2 JupyterLab is Ready for Usersのブログ記事\n",
" * https://blog.jupyter.org/jupyterlab-is-ready-for-users-5a6f039b8906\n",
"* 2019/6/28 version 1.0\n",
"* 2019/8/28 version 1.1\n",
"* 2019/10/29 version 1.2\n",
" * https://jupyterlab.readthedocs.io/en/stable/getting_started/changelog.html"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Jupyter lab単体機能の紹介"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### 個人的にJupyter Notebookに求めるもの\n",
"\n",
"* markdown/ipynbでのブログ執筆\n",
"* ipynbのスライドへの変換\n",
"* vimキーバインド"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### キーバインドの設定\n",
"\n",
"* デフォルトで用意\n",
" * `Settings -> Text Editor Key Map`\n",
" * `Sublime Text`, `vim`, `emacs` "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### vimキーバインド\n",
"\n",
"* markdown編集などのみに適用\n",
" * cell編集でvimキーバインドが使いたい場合はExtensionが必要\n",
"* chrome/safariで使うのが無難?\n",
" * firefoxだとescが効かない"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### ショートカット\n",
"\n",
"* ipynbではjupyter notebookのショートカットがそのまま使える\n",
" * 移動 j,k\n",
" * 選択 J,K\n",
" * 挿入 a,b\n",
" * コピペ c,x,v\n",
" * セルタイプ変更 m, y\n",
" * ドキュメント表示 `shift+tab`"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/plain": [
"6"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# sumにカーソルをあてて`shift+tab`\n",
"y = sum([1, 2, 3])\n",
"y"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import scipy as sp\n",
"import scipy.signal as sg"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### labの機能のショートカット(一部)\n",
"\n",
"* コマンドパレット\n",
" * `shift+command+c`\n",
"* タブの移動\n",
" * `shift+ctrl+]`\n",
"* サイドバーの開閉\n",
" * `command+B`"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"slide type変更のショートカットがないのが辛い"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Drag&Dropによるセル編集\n",
"\n",
"* ipynb間でも可能"
]
},
{
"attachments": {
"image.png": {
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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### 画像のペーストによる挿入\n",
"\n",
"* セルにはクリップボード上の画像を`command+v`で挿入可能\n",
"* `win+shift+s`や`shift+ctrl+command+4`で選択してキャプチャした矩形画像を挿入\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### プレビュー関連\n",
"\n",
"* デフォルトで様々なファイルのプレビューが可能\n",
" * markdown, 画像, csv, JSON, HTML, LaTeX, PDF, Vega/Vega-lite, Virtual DOM\n",
"* https://jupyterlab.readthedocs.io/en/stable/user/file_formats.html\n",
" * 動画で説明有"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### Markdownのプレビュー\n",
"\n",
"* markdownファイルを右クリック\n",
" * `Show Markdown Preview`を選択"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"jupyter": {
"source_hidden": true
},
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### リッチな補完\n",
"\n",
"* 補完が見やすい\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### ipynbのSlideへの変換\n",
"\n",
"* 各セルに`サイドバー -> スパナアイコン -> Slide Type`を設定\n",
"* `File -> Export Notebook As... -> Reveal.js`でスライド生成\n",
"* RISEはまだ使えない模様\n",
" * リアルタイム修正ができない"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### ipynbへのメタデータの付与\n",
"\n",
"* `スパナアイコン -> Advanced Tools -> Notebook Metadata`で付与可能"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Extensionの紹介"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Extensionの種類\n",
"\n",
"* lab extension\n",
" * フロントエンド側で動作するExtension\n",
" * `jupyter labextension install ...`\n",
"* server extension\n",
" * サーバー側で動作するExtension\n",
" * `pip install jupyterlab_git`\n",
" * `jupyter serverextension enable --py jupyterlab_git`\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Extension情報\n",
"\n",
"* githubで`awesome` `jupyter`などを調べる\n",
"* おすすめ(スクリーンキャスト付)\n",
" * https://github.com/Yogayu/awesome-jupyterlab-extension\n",
"* その他\n",
" * https://github.com/markusschanta/awesome-jupyter#jupyterlab-extensions\n",
" * https://github.com/mauhai/awesome-jupyterlab\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Extension Manger\n",
"\n",
"* GUIでインストールが可能\n",
"* コマンドパレットから`Enable Extension Manager`を実行\n",
"* サイドバーからExtensionのインストールが可能に"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### `@jupyter/toc`\n",
"\n",
"* 目次をサイドバーに表示可能\n",
"* アウトラインが分かりやすくなる\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### インストール方法\n",
"\n",
"https://github.com/jupyterlab/jupyterlab-toc\n",
"\n",
"```sh\n",
"jupyter labextension install @jupyter/toc\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### `@jupyter/git`\n",
"\n",
"* サイドバーからgit操作が可能\n",
"* `nbdime`による差分表示"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### サイドバー\n",
"\n",
"* GUI操作でgit関連操作が可能\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"attachments": {
"image.png": {
"image/png": "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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### 差分表示\n",
"\n",
"* 一番右の2つのアイコン\n",
" * チェックポイントからの差分\n",
" * HEADからの差分\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### インストール方法\n",
"\n",
"https://github.com/jupyterlab/jupyterlab-git\n",
"\n",
"```sh\n",
"pip install jupyterlab_git\n",
"jupyter serverextension enable --py jupyterlab_git\n",
"jupyter labextension install @jupyterlab/git\n",
"jupyter lab build\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### `jupyterlab-vim`\n",
"\n",
"* cellの中でもvimキーバインドが使える\n",
" * 割と使い勝手が変わるので好みによる\n",
"* セルからの脱出\n",
" * `shift+ctrl+esc`\n",
"* セルの確定\n",
" * `ctrl+enter`(エクステンションに関係なく使用可能)"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### コロンをセルの中で押した場合の様子\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### インストール方法\n",
"\n",
"https://github.com/jwkvam/jupyterlab-vim\n",
"\n",
"```sh\n",
"jupyter labextension install jupyterlab_vim\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### `@lckr/jupyterlab_variableinspector`\n",
"\n",
"* 変数の一覧表示を実現\n",
" * numpyなどにも対応\n",
" * matrix表示可能\n",
" * `_`に辞書を格納してるっぽい\n",
" * 直前の出力が参照できなくなる"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### インストール方法\n",
"\n",
"https://github.com/lckr/jupyterlab-variableInspector\n",
"\n",
"```sh\n",
"jupyter labextension install @lckr/jupyterlab_variableinspector\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"1+1"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'[{\"varName\": \"a\", \"varType\": \"ndarray\", \"varSize\": \"1600\", \"varShape\": \"10 x 20\", \"varContent\": \"array([[-1.86952991e+00, -4.47590288e-01, 1.34226809e+00,\\\\n 3.89567167e-01, 2.11721934e-01, -1.11331027e-01,\\\\n -1.58066888e+00, 4.8026 ...\", \"isMatrix\": true}, {\"varName\": \"x\", \"varType\": \"int\", \"varSize\": \"28\", \"varShape\": \"\", \"varContent\": \"1\", \"isMatrix\": false}, {\"varName\": \"y\", \"varType\": \"int\", \"varSize\": \"28\", \"varShape\": \"\", \"varContent\": \"6\", \"isMatrix\": false}]'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"_"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### 使用方法\n",
"\n",
"* 右クリックメニュー\n",
" * `Open Variable Inspector`を選択\n",
" \n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"import numpy as np\n",
"\n",
"x = 1\n",
"a = np.random.randn(10, 20)"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### 変数一覧表示\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"attachments": {
"image.png": {
"image/png": 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AJQRl4Tq+RBW/j2cr+IdzsnAtH3fBW8MfF+Vw0oILdjKObZmc0PAH1vfee68/ccFHWoh9mdgDV8Efd9mPPPJI/5oILq7jgvX3v/99l9uFdnJxbLko+Md+RcGKY8CyZcsY/wVfwBD8Ef8438c/cAG/v/3tbzu8Phhzg7/HNgYtfzYqXHHXMSxcUZRCsBRx119/vb9zGheu6Mf7rqIEgF+/fr3/jUeLcfUCd21z+9hJSNz4UWHYPMwfnhIs2NqBJviHPmLhavsr9FMJ6zH+uHiHVxs2bNjgc9e2bdt6Oa0Ee2nDSG7H+It/pJCRY6H0sx3pv2H3h+CPuP/Sl77kz1NwriL/wov0w24r9d+bu4J/7BvEP14X4jcO9vZZ7Kth/h3i//Of/3zETTnUNCxc28O/duGKohKPSOAuKwIXhZwUrrjjitvnDz/8sE/qeAf27bff9sF96aWXun/7t3/z/Xi39ZVXXvHvyuJqFd4Vg0x8oQvtFVdckdWJYEhc3BHGo0J4PFDecZMT2GEOTupuB1+Iv/gJd91x0EIMSB9b24fD7JsQf8Q9Lq7hiRG8NoFtuOoqF+mG2U7qrvM3xB9flcbTQfCVvBKDP41F3+m+K8EvIf6hPThpxUeawj6ul8eDEH/8CRR5rxXvu+ImTm43WsjBseVgiD/+9BFeccS3LuTCJV6PpM/H1ud1/Vm7cJ07d64vPvFuD4o4XHXEi8r33HOPf2wCn4jfuHGjP7GTK5Jop02b5v74xz+66dOn+33Qd9111/mgx4kgtoMIkItteIa8rvKDHhcSFzr+6Ec/8gU7khb+lt+g56f8doJC/B7ijz5ceMEjQkhguALH4rVdfASnQbUh/vI10TC3/eY3v2EO6MCjYhL7wB6xj2MVjnWD4h3l5pFXwvgPMZk3bx6/b1Fw3AvWIf74u52S+xn/ecSn4DSoNsQfc8gHZvF1YTxxiZtzg5qbctMcq124NnEk3gnFHYr4bsTmzZuH6oMWMXHhA9hGwqZJ1YQrOY/V8M9ZX+o2trwk/mPrz2HjZ4w/PszD3N8dTsT4Dxt/qW9/XI3xx7kf/tGv/fl1WPwX4w+9cQzAh9qGxYZS9RxI4VqKszTilmIb7ahOvsS/2kcl84j4E/+S+U3b0vxm/Kf9Uzp/iD/xL53jw2ofC9fEIy9MXExcwxrY1Lt/7jL++/fhMPOQ+BP/YeYvde+Pv4z//vw37Pwj/vniz8KVhSsfezA4wMSVb+Iaj4Mi8Sf+48EzzpEnzxj/eeIyXvFC/In/eHGN8zTjGgtXo2gBkZi4mpGptOAj/sS/NE7TnvqcZvzX91WJvCL+xL9EXtOmerxm/NfzUxt8YuHKwpV3XA0OMHHlm7jGI1kSf+I/HjzjHHnyjPGfJy7jFS/En/iPF9c4TzOusXA1ihYQiYmrGZlKCz7iT/xL4zTtqc9pxn99X5XIK+JP/EvkNW2qx2vGfz0/tcEnFq4sXHnH1eAAE1e+iWs8kiXxJ/7jwTPOkSfPGP954jJe8UL8if94cY3zNOMaC1ejaAGRmLiakam04CP+xL80TtOe+pxm/Nf3VYm8Iv7Ev0Re06Z6vGb81/NTG3xi4crClXdcDQ4wceWbuMYjWRJ/4j8ePOMcefKM8Z8nLuMVL8Sf+I8X1zhPM66xcDWKFhCJiasZmUoLPuJP/EvjNO2pz2nGf31flcgr4k/8S+Q1barHa8Z/PT+1wafKwhXgdfXfrFmzOmt7VzEP7Sb+3Y198ID4E/8wH3C9W3xg/HcL7zi+iT/xjznB33lworJwbaOazmVOkJRLdz3wpz/9qbvG03JH/LtNAuJP/LvtgW5bz/gn/t32QN7W/+53v3Phvwnhj1yKyDb0YOGaN3EHrR0PXIP2cN7yiX/e+AxaO+I/aA/nLZ/4543PoLUj/oP2cN7yiX/e+IR1KtZZuP7lvVcWrnkTd9DaMXEN2sN5yyf+eeMzaO2I/6A9nLd84p83PoPWjvgP2sN5yyf+eePDwtX4QBML17yJO2jtmLgG7eG85RP/vPEZtHbEf9Aezls+8c8bn0FrR/wH7eG85RP/vPFh4crCNW+GtqQdE1dLjs9kWuKfCRAtqUH8W3J8JtMS/0yAaEkN4t+S4zOZlvhnAoShBgtXFq4GNbrdzcRF/LvtgW5bz/gn/t32QLetZ/wT/257IG/rWbiycM2boS1pxwNXS47PZFrinwkQLalB/FtyfCbTEv9MgGhJDeLfkuMzmZb4ZwKEoQYLVxauBjW63c3ERfy77YFuW8/4J/7d9kC3rWf8E/9ueyBv61m4snDNm6EtaccDV0uOz2Ra4p8JEC2pQfxbcnwm0xL/TIBoSQ3i35LjM5mW+GcChKEGC1cWrgY1ut3NxEX8u+2BblvP+Cf+3fZAt61n/BP/bnsgb+tZuLJwzZuhLWnHA1dLjs9kWuKfCRAtqUH8W3J8JtMS/0yAaEkN4t+S4zOZlvhnAoShRu3CFUDedNNNbuHChe6dd95xu4yCr5T++O+4btmyxd1xxx1u8eLF7uOPPzbc6dx7773nli9f7j7//HM/5v3333crV650Tz31lP/39NNPu1dffbW3fzweG7Zt2+buvPNOd99997l33323NxYr2vjNmze7G264wd1+++17jcc+r732mlu7dm1PTsoWTX5Kn57Qwla0xKX5JjTbwgH+u+WWW3z8bN26tbeL1a/hk+IR5gU37/7V3Q7jZLHkY7tmy6effurAz2eeecY98MAD7tlnn/WiUnJkrtLa0eCv4Qa/VPkvjk9rfNN+zB3jnOKRhn9qfGmYh/Zo+IfbLazrjLFw1PwPean41o4Tlm6YVxtv9Yst69atcxdccIGLj4kxb2V8Ce1Y4K/5tU48xX61+KLxoo78GE9NT4t3deSXiL8VU5qtMX7Wvk3xw3jtPM/CD7o1yf+jGa/ZX0LfWMS/hbvmZ/RZcS7+jONWO16k4lPjm8hGG8tHX8wf9Fk8DGUNer1W4QoQJ0yY4B566CE3c+ZMd9RRR7kdO3YUXbyGB2kQEPY/9thj7sorr3THHHOMA2niBScFGHfYYYe5zz77zG++9dZbfR/65d9tt93mt2njkfQw7sgjj/TtpEmT3CeffFI5/rLLLnMTJ050J5xwgtuzZ09PNex7yCGHuCuuuML3pWxpqk9vkgJX4sSl+SY0W3CLcUAyAp64cIFiEBghGVj9Fj4Wj2Texx9/3M2ePdvtt99+PjYt+dDZsgWcF47us88+Drqk5IT2l7beFH8Ltyr/xfFpjW/ab+Fs8QjjNfxT40vDPLQnxj/cZmFdZ4yFI/bV/G/Ft/THxwlLN2u81Q99cBJ09NFHu8mTJ7vnnntuxDEv5m1oewnr/eJv+bUqnmK/WnwR+XHeT8nX8BQ5MY+kv4n8EnAXG0L8rZiSsWEb42ft29S/Mj4+v5D+GD/opB3nU/xoOj60u7T1EP/YNgvTcFxqjOZnK84hU4tb9GvHCwtf4Ukczyn5mp4iJ+ZhaPt4rNcqXE877TT3ve99zxeqb731ljvggAPcr3/9684UrtOnT3dnnnmmx+PDDz90Bx54oHv44Yf3wgfFLO6sHX744b54xF1XFPq7d+8esS9IjSUej74ZM2b07o6uWbPGFxIbN240x9977729O7gYD92kaMZOl156qZdx7bXXehkpW5rq4wUW+l+cuDTfhKZbOCC5CCY4qKEw3LBhg086Wr+GD2RYPLrqqqsc9sGCCxa4SHHXXXeZ8jFOswX7Hnrooe7BBx8ccYJq6R/aXuJ6U/w13JAjqvwXx6c1vmm/hnMqH2n4p8aXiHloU4x/uM3Cus4YC0fN/5Bnxbd1nLB0s8Zb/cD+2GOP9Rdpw+OJ2BjzVvpLafvFX/Mr8r6Vx8VvsV8tvmi8wImmJd/CU9MT5xtN5Yv+pbQh/lZMabbG+Fn7NvWvdX5h4Qfd4uN8VT5vOl6zv5S+EP/YJgvTcFxqTOxn7GfFuRW32vEiha/GN5wnWvKhk6anxcPQ9vFYryxccXfoa1/7mvvpT3/aK1S/+93vuksuuaT3u5THg0M7QCQsAPaII45wc+bM6eFx6qmn9u5g9jr/soKDhxSu8TYUlrgbC9LJEo8PHyPGRQIUOlLoYp94vMiBnuecc467+uqrpcvh6srZZ5/tFi1a5PWtY0ssv0qf3mSFrWiJK/aNZnKMw6ZNmzyG559/vrv++ut9cYgCVuvHI+h1uCY8wgnl8ccf7y6++OKeKuAmOKDJx7yyxLY8//zzXk/wDXdbcYcYS5UckVda2wT/VFyl/BfHZ8rflhyrX/CIcZZ+tMIj5CMLf2t82F/iuoY/7ExhLX5IjbHw0vwPOVZ8a3kZj3BZ+UMbj+OK1Y/XXZALjjvuOHfNNdf4p43EPo23sq2Uth/84QPLr6F/wvhDv+ZXjS84Tli8sORbeGp6gkdN5YfzlrAu+KdiObYzxs/a9/LLLx+1fyEzPM/T8KtzvgjdY/6hr+7xIra9tN+Cf2yXhak80YjxdcbEftbiHOdrVtxqx4tYV8E3dZ5oyRdZsZ7SH/NQ+serrSxc8U7eF7/4Rf9upxR23/nOd0YUstJfUiuFK+6W4vFLOEqWk08+eUQhK/1oLaCx7cILL3QLFiwIhyfHy1UYXPmQRZOPAw3u3uFEA4924a7wzp07HR4zxkEO7yUjsOrYosmXuTV9ZFtprZa4Ur6B/RoO6MfdbmCDf+G7xnF/HXwgL+QRrqTJ48FIJlOnTu1xM5YfYqTZgvnxjiu4hEeat2/f7ndJyQlllrTeBP8q3DT/afEp/tPGY1vTfuyj4SzzhDxCn4W/NV76S2w1/MVHVceD0fBBZMfxl4pv8bvkZXCqSjfsI+PD40rcj1dikK9w0fO6667z63gaI8Vb0aeEth/8Y/stf4fxl/KrFvd1eBHKt/AMdQ31bCo/lFPCuuBfFctiq4Zfat/R+Nc6vxAdQvykr0n+xz5Nx8s8pbWCf2xXClMZW2eM5mctzlNxi3ni44XogDaMf4tvKfmQoelZxcNQh0Gt1y5c8ey0FKZdLFxR/MkymsJVHjEOr5BBnkYM9OOqGYoHPPseLtZ4jME7yDjZWL16tZsyZYp/bBnvIuNu8VlnneXeeOMNf2KTssWSb+kT6lbSupa4LN/EdgsO+MgRPq510EEHublz5/oWmMKXWv+LL75YiU/MIyQRyJfCGC0+oqbJr3slFgUr9HzyyScr5cS2l/K7Cf5yoNLiSsMBmGnxiVjVxlt8SfULDhZnYx7JeLQh/tKfGi9jSmpD/NevX+9uvvlmn09XrFhRGaNN+RDGZex/K77F19hXjhOpebXx0oc2lIMLYDjG4R8W/J42bZp/JcHibSirhPV+8A/tD/0a9ofxBP9afrXyQRUvYvkWnqJTrGcT+SKjpFbwrxNTFn6p861+/BueX4jPY/ykv2n+bzpe5imtFfxh11jmf/FT7GctzsGRqriFvDrHa41v8+fPr5Qf6yn6o9V4GG4f5Hpl4ao9KozCFY87SCFbYourV1iQlOLHr0Cm8JHcECALaNy2l3caq8bjoHPwwQe7l156yQ/94IMPertY8jFAEii+YhwXMyho8FGpr3/96707ctgntkWTn9Knp1hhK2HiEtM038i2sBUcVq1a5e6//37/eDj6kGDAAXykSetHXxXXNB7hURBghEQiH1XS5GNeWVK2QFc87o53narkiLzS2ib4w18Wbpr/8J6IFZ/4ajleJ6jDF4tHdXDWeCQYhvhLX2q8jCmpDfHHI4DnnnuuO++889wjjzxiYi32N+VDiBdkxP7X4hvj4ryMj3hYPNTGy3ElloP+efPm+eOFvNaCC9dnnHGGyVsZJz4Y9rYf/MV2za+yLYwnjGuaDyDH4gW2hfLxW8MT7+FhsfRsIt8LKug/wT8Vy2JuCr/U+dZo/QudcKED5xdYLPywzTrOx/wQW5qOl/1KawV/2DWW+V/8FPtZO0/AcSEVtyIrPl6gX8NX41uV/FhPmZz42KUAACAASURBVBNtzMNw26DXKwtXFKX44ND+++/vv1b68p9f9nd38KGBEgtWsUkKVwCAl5jx2C0erZL3TqWoXLJkif+zNQIU7rrgpB+ghgtu2+MKR7zE4zEHPpJz0UUXuRdeeMEHzYknnth7LzYej698gaRYcFUFV99xsSFccNKBjwZgSdmC7bH8Kn3CeUpaDxOX2BX7Bv2Cv4UDTnSFOxiPAw7eK7D6q/CxeASu4OKEfLHakm/Zgk+hy3uteH8CjxziHYsqOSKvtLYp/hZudfwXxqc1vmm/4KFxFttiHln4i5x4vPSX2mr4i60W1tgu+cAaY+FY5f84vq28jBMNyTfhscoaj1dJtOMNLlrhIhieEJITlBtvvFFc4NuQtyM2FPCjX/wtf0uBn4qn0K8WX8TFMS+kP5aPP22m4VmlZ135Mm8pbYi/FcuwVeI9tDvEL7Uv9qnrX+v8ogq/uvlf9G86XvYrrQ3xj21LYSp8SI2BvNjPVpxbcVt1vIjjX2yI+WbJl/GxnhYPZfx4tbUKVxRCP/rRj/xHmvC+KwowKfBKbcPCFQduXG3H1Wyc0OPvpcqCO5b4EzQYc8899/jCEQcIXMmQ4hVXxHCnDUV/uGjj5at04aOfjz76qN9NG48+jMWceL8VL3nHC4oZ+bhUyhZNfkqfeJ6SfseJS/MN7BX88TdUNRw++ugjd8opp3he4M9KYB19Vn8KH41HSDynn366l79s2bIeBJZ8DNBswd9pFM6BR8LVlJzeZAWuNMUfJ6RajqjjvzA+rfFN+y2c0a/xyMLfGl8g5CNMivEPN6ZiVPJBUz5Y/rfi28rLlm7WeKsf9uLuP44r+LrwSSed5HNW6IeQt2F/Cev94o+PV0o+lVaO41r8hT4L/WrFvcULyLHka3ha+I9GfmjDsK+H+FsxBRsl3jFGlhA/a9+m/rXO8yz8oIt2nEe/xY+m48XeEtsQ/9g+C1OMEz5Y+R9jND9bcY7xWtxaxwuM1/BN8U2Tb+lp8RDjx3OpVbhKcYoPNb399tvFF62wNyxcBRA8igWChQtuv9dZ4v3q7FN3DK6aN5Wv2VJ3vi6MSyWu0P4Q/xQO8Dd4FS+pfg3TuA+PH7/55pux2N5vS35vQLCCsXinR1uayNH2H7a+0eAPG+GnGCPp1/C3/GL5u2m/Jd/S0cJfG2/JLqG/Dv4a1mE+gB+0MdIf8wFjY/9Xxbfla2tea7zVj5yGD890bRkr/C2/NY0n4BnypYoXlvy6eI5WvmXvsPVr+GsxFce7ZWe872j8mzq/sOa1+i1+jNV4S86w9Gv4x7rHmGJ7zAdtTCwn/I3xYZzLNi1uMTY+Xsj4GN8qvmnyRVbcjiUPY9l1fzcqXOHQrvzTCte6TuW44fdAncQ1/FbSAssDxN/yTDf6iX83cLasJP6WZ7rRT/y7gbNlJfG3PJNHPwtXoxhn4ZoHQdvSgomrLc/nMS/xzwOHtrQg/m15Po95iX8eOLSlBfFvy/N5zEv888DB0oKFKwtXixud7mfi6jT8jvgT/257oNvWM/6Jf7c90G3rGf9548/ClYVr3gxtSTsmrpYcn8m0xD8TIFpSg/i35PhMpiX+mQDRkhrEvyXHZzIt8c8ECEMNFq4sXA1qdLubiYv4d9sD3bae8U/8u+2BblvP+Cf+3fZA3tazcGXhmjdDW9KOB66WHJ/JtMQ/EyBaUoP4t+T4TKYl/pkA0ZIaxL8lx2cyLfHPBAhDDRauLFwNanS7m4mL+HfbA922nvFP/LvtgW5bz/gn/t32QN7Ws3Bl4Zo3Q1vSjgeulhyfybTEPxMgWlKD+Lfk+EymJf6ZANGSGsS/JcdnMi3xzwQIQw0WrixcDWp0u5uJi/h32wPdtp7xT/y77YFuW8/4J/7d9kDe1rNwZeGaN0Nb0o4HrpYcn8m0xD8TIFpSg/i35PhMpiX+mQDRkhrEvyXHZzIt8c8ECEONZOG69LdLXVf/zZo1y/8tRxCY/7rng2XLlhH3DnOf+Hcv5sM8T/yJf8gHrneLD4z/buEdxzfxzxd/1LLJwnWXcTeyC/0o2Ll01wNIZFy66wHi313sYTnxJ/7d9kC3rWf8E/9ueyBv61m4GsU5C9e8iTto7XjgGrSH85ZP/PPGZ9DaEf9Bezhv+cQ/b3wGrR3xH7SH85ZP/PPGh4UrC9e8GdqSdkxcLTk+k2mJfyZAtKQG8W/J8ZlMS/wzAaIlNYh/S47PZFrinwkQhhosXFm4GtTodjcTF/Hvtge6bT3jn/h32wPdtp7xT/y77YG8rWfhysI1b4a2pB0PXC05PpNpiX8mQLSkBvFvyfGZTEv8MwGiJTWIf0uOz2Ra4p8JEIYaLFxZuBrU6HY3Exfx77YHum0945/4d9sD3bae8U/8u+2BvK1n4crCNW+GtqQdD1wtOT6TaYl/JkC0pAbxb8nxmUxL/DMBoiU1iH9Ljs9kWuKfCRCGGixcWbga1Oh2NxMX8e+2B7ptPeOf+HfbA922nvFP/LvtgbytZ+HKwjVvhrakHQ9cLTk+k2mJfyZAtKQG8W/J8ZlMS/wzAaIlNYh/S47PZFrinwkQhhosXFm4GtTodjcTF/Hvtge6bT3jn/h32wPdtp7xT/y77YG8rWfhysI1b4a2pB0PXC05PpNpiX8mQLSkBvFvyfGZTEv8MwGiJTWIf0uOz2Ra4p8JEIYajQrXLVu2uAcffNC99957bpdR8JXSv/S3Sw2X/V83/LB8+XL3+eef/1+nsvbaa6+5tWvX9rZ8+umn7umnn3bPPPOMe+CBB9yzzz7rt23bts3deeed7r777nPvvvtub7ysrFu3zl1wwQVOdAMed9xxh1u8eLH7+OOPZZiz+jdv3uzH3/2ru93777/fG4/+G264wd1+++0j5rXkYMe6tvcmGbKVqsSV8o2Yqvkbfl+5cqV76qmn/D/w4NVXX5VdfBvjbOGj9Y9Gfop3Fs7g7htvvDFC75J+jAX+8Ostt9zibrrpJrd169a93BPnBWu8xiMIS3FQw02Tk+KLxQsrf+1l4BB3aPhrPo1NTI2J4xr7auO1uMZYC28NjxSuonOsj8U/iwcip8RWwz+008IiHIN1DV8NL4xNydTkWDxpGueic5yPLH00+SKjlHYs8G/qPyv+LDkWj6x4tfqBmcYv9MfH+T/+8Y+9cxdsw/nLZ599VgrsPTti/FO+6+30l5UmcRSfd6fytqUD+q3zDA1XK2+IHbH+0p9TW7twvfnmm92ECRPcV7/6Vbdz587OF64oMOGPww47LBm4n3zyiTvkkEPcFVdc0cMdhSf2xb999tnHH7BAFvw+8sgjfTtp0iSHfbGAzEcffbSbPHmye+655xwSFpIZxj/22GPuyiuvdMccc0yyX+Q//vjjbvbs2W6//fZzO3bscNJ/2WWXuYkTJ7oTTjjB7dmzx5QPfera3jN4CFfixBWaYPk+HCN+jf196623etwEf7S33Xab31XDWeTE+Fj9o5Wv8U7Defv27e6oo47yNjz55JOhyUWt94s/DibAFhcocHEKsYWDiCxxXrDGC84xj1Ic1HCz5Fh8kfEaL7T8JXaV0sb4az6NbbXGaHGNfbXx4vc43lN4a3hYuGJeTZ8q/mk8iO0v6XeMf2hbCotwnIYvtmt4pWRqciyeSH+cL1J8gE5xPrL0seSHdpew3i/+Tf1nxZ8lx+KR4BPHq9UPORq/tOP87t27/XljeO6C88gPPvigBMhH2BDin/LdiJ1GEUdxnrfi1NLB4o2Fq8iJ5xU74jwg/bm1tQtXFDm/+MUvfKGGu4Gl3Fm17MDBJbWgeMRVjsMPP9wXetbYSy+91J/AXnvttX4IisJDDz3U37mGDFlmzJjRuyu7Zs0av8/GjRv93dxjjz3WF6bhla3p06e7M8880+/+4YcfugMPPNA9/PDDzuq/6qqr/DbsAB1QTN91113u3nvv7d3xw7yQg3ksOdi/ru1i2zC2YeKK9U/5RsZq/sYBYubMmQ4HACyCGw5OuGuv4Wzho/UDl6byLd5BPw1ncOOdd97xB7BVq1aJucW1/eKP/CGxhIMBDvYbNmzo+SnOC9Z4jUeI2xQHNdw0OSk+Wryw8lfPsEJWYvw1n8amamOsuMa+2ngtrlP5WMMDczbNAxb/LB7Etpf2O8Y/tC8Ve+E4DV8NL+yTkqnJsXjSNM5F3zgfWfpo8pGPSlv6xb+p/6z4s+RYPLLi1eoHbhq/tOM87rbi6T5ZFi5c6H784x/Lz6LaEP+U72Kj68aRFr/Awcrblg4Wb6CXhqs2L7CWJdZf+nNraxeuKPBw1xV3GFm4/i+MOPFLFa646nn22We7RYsW9e64Pv/88/4kFieyuNuKOzJYwsdF33rrLT8GBQ0eRcbY4447zl1zzTX+DitOTI444gg3Z86cHp9OPfVUd/nll5v9xx9/vLv44otHjL/66qt7vyHznHPOceiz5Id3jats7wke0pUwcYUm1PENxlT5GzJxoQDxhIOQhnM8r+BTp7+ufIt3MoeGMwpuXGntYuFaB3/4btOmTT5uzz//fHf99df7i1UoYLFoeUEbj8f/NR7NmjVLjXMrPkfDR4sXVv4SvpTSavGvxUJsbzymKq7j8SIPmEm8pzhXB486eUbjH/hq8UD0LLXV8IetKSw0X8T4anjVkRnLkblinmj5IjzOY7+QD/gd5yNLH5xf1JEvug1z2w/+o/GfFn/I/9p5HvK8xiP424pXq18w0viVOs6LjaWeA4T4V/lOfFg3jsLjdBi/IkfaME4tHTTeyHkG5Gi4ol+bN9Zf9MixZeFqvKuLKxlVi0UK7IfHqfG4L5IPrkyFZMUdN7wbgDsyeIQQj2WEi1xFwRUTPAaMwhXF73XXXefX77nnHl84ADxZTj75ZD8WBUXcjwIXV0rl8WCQdurUqb3CF8+8QxfMg0eS3377bVV+WCinbBedhrkNE1dohzwuo/k4HJfyt4y78MIL3YIFC/xPDWe8T44lxgcHlFS/3+icqytfxoe8kz4N59QBTfYb9rZf/GE/nrJATOGfvOOeygvaeI1H4IoV5+L3GDdNThjP2C/ki8hBG/OiKn+F+w7ruoZ/7FPNtnhMKq6xfzwefXG8V+XjKjxCXFP6aPwLbYx5EG4rbV3DHzbWzf/iDw3fGK/XX3+9cTxDfswT5OWmca7lo5SNdeSL7cPc9oP/aP0Xx19KDnwb8yh1HhliocWxxtPUcR7c+8IXvlDkY8LwlYW/5juMbxpH2EeL3xCnMG+H/bEOMW/CsRqu2rya/qGc3NZZuNYoXNevX+/vNuPR4NWrV/cw1EiBjSgMp0yZ4h8lxiPWOEE866yz/DulvZ2d8wUrCtfwXUHcZUUfnl2HHBSk+Cdyp02b5k477TR/oENBLEtYuMb9mB9kPeigg3on0jiZxkdjwuWhhx7y23HlBSfGmhwZb9ku24e9DRNXiP+KFSsqfQPbq/yNgwIuFuBKmoUzHhMKF8EHH0UIF62/qfyQd6FsDefUAS3cd5jX+8UfT6Ug3ubOnetbxDQ4YeUFbTww0XiEC1hN41OTE8Z/yJcQN4sXGIMTpTh/hfsO83qIv9ihxYJskzYcUyeuw/EiQ1qJ6zr5GPtoeIS4pvSx+Ce6pHggY0pqQ/xHk//FFyl8Ba9ly5Y1jmeRj1Z4guNCkzgHH7R8hI/uWfmlSn6o1zCv94O/FJza+ZPlPy3+XnzxRROH0LfCI+s8MhxrxbHG09RxHuPxNGGpS4i/2Gj5bjRxJDLRhvEr/WHelj60sQ4abzBGFg1X2SbzoqbR8gBql1wXFq41ClecOJx77rnuvPPO8490CpgWKUC6uEhEoYgPKOGxUFlAeDxqjHdZsWC/gw8+2L300kv+N156nzdv3oj98PI2Cpr4ERIUrtojhOiXR4XwLDvmAGHlo1CiC1oJQNwN1uSLHIy1bA/lDfN6mLhC/B955JFK34jdKX/jMRB5BxLjLZxFFlrBJ348R+tvIl/jncyr4YzxOLGJ9ZB9Smj7xf/+++/3j4EDG5xYAGu8X2LlBbw7hMfGw/H4qBOWmEc4+RlNfMZywgNczBfMm+IFtkPXMH95ZQv5L8RfTNJiQbZJG4+piut4vMhBK3FdJx/L+BiPGFdLH42vwr8qHoQ6l7Ie4j/a/A9fVOELvPDu+2jiWXwtPJF8XDfOgauVj77+9a/3nsjCPE3OI0SvYW77wR94pPDU8NHiD30pOeLfOA9b8Wr1Q47GU4zXjvPCt7BQFl1KaUP8YVPKd9g2mjgSX4k/JX7RH+dtSweNN5K3sY+Gazwv/sqFpX9Yr8h+ObSNClcUTTi5wtcxrY8aldKP2/FVC66o4cAD4smyZMkS/+ds5Dda+A0vPWPBnyCQ91rxngISA55Jx2PB+GjTRRdd5F544QX/3smJJ57oi1oUmXJnDldGbrzxRv9hJTyKjP3knVgUvPhQgtYv+kA2imj5ki2+MoYgwYITYtxBAb5VcjTbZY4S2jhxhTalfBPjH/tb5OAxkPnz58tP/yeRNJwtfKx+EVhXvsU7SVgazuAreCuPv8qcJbX94o8LHBKH8AviFu87hkuYF6rGxzxKcRBzaLihP5Yj+sR8sXjxh9//Qc1fIqeUVsNf82kc7/EY/KkzLa7FT/F4K64tvK3jiciPcbX0sfhn8UDyg8xTWqvhLzZaWGB7FR8svFIyIbcuT0THunEu49GG+ahKH0t+KG+Y1/vFv6n/rPiz5Fg8suIVr6xp55cSxzG/gJ11nMfTgHKeOMwYp3QP8bd8Ct/F8Q6ZdeLIyvOiU5y3LR3wtEbqPCPGtWreWH/RJ7e2duH6y1/+0u27777+IPzzn/+8+OK1qnDFe6YIXpyU4Cq2FK+4Mok/KSO/ATiKRHmfDH+HFYUj/uF90pf//LLnhHzNS7ahffTRR/023I3BPPjq7EknneQ++ugjLx93gHFFDkUE/gYrFsyr9eOE5fTTT/c6g+yywA7MBfnQBy97p+Rgm2W7yCyhDRNXbI/lY4wT/PEFPs3fGIMrdLgDJ9iLfA1nCx+rv6n8FO80nHH3EBwEZ/DBMOGL2FBK2y/+wPiUU07x8YY/Y4V1xG24hHkB27TxVtymOKjhZsmBPhofLV5Y+Su0q4T1GH/Np7BT4h14WGO0uMa+2nj0NcnHKTw0XDGvpo/FP4sHJWCcsiHGPxybir0qPlh4pWQ24UnTOA/tCvORpU9Kfihr2Nf7xR9FTZPzMCv+LBwsHlnxavUDJ41fqeM8nhzCsarkJcQ/5bsw3sUfdeLIyvOQoeVtSweLN5Cj4ZqaV9Nf+nJraxeupdxJrWtHVeFqAYnHQKoW/B09vAfRZMEVM7xAHS+QBfLGS9yPRPTmm2/Gw/xvyNZkYGMsRxVQYGeYuCzzNN8I/il/Q57lbw1nCx+rv6l8y74u9/eLv/gOHEHOqbvE46t4pHFQm6tKjsVHTRbmbJq/NDk599XBH/pLvFfZosW1tU8qrjW8U3hYuFr6QFYTvlo2DHt/Hfw1LOrwIYWXJtPypcaTsYxzzBvrUyXf0nXY+scK/6b+w3gt/mI5gk0beRgcxx3Akpc6+MP+OvEuWMW5WItf8Wk8Vvqt1uKNNj41rzY+xz4WrjXecc0ROOo0WA/UTVyD1YLS2/IA8W/L83nMS/zzwKEtLYh/W57PY17inwcObWlB/NvyfL15WbiycK3HlI6NYuLqGOCRucQ/ckjHfhL/jgEemUv8I4d07Cfx7xjgkbnEP3JIZj9ZuLJwzYySeajDxJUHDm1pQfzb8nwe8xL/PHBoSwvi35bn85iX+OeBQ1taEP+2PF9vXhauLFzrMaVjo5i4OgZ4ZC7xjxzSsZ/Ev2OAR+YS/8ghHftJ/DsGeGQu8Y8cktlPFq4sXDOjZB7qMHHlgUNbWhD/tjyfx7zEPw8c2tKC+Lfl+TzmJf554NCWFsS/Lc/Xm5eFKwvXekzp2Cgmro4BHplL/COHdOwn8e8Y4JG5xD9ySMd+Ev+OAR6ZS/wjh2T2k4UrC9fMKJmHOkxceeDQlhbEvy3P5zEv8c8Dh7a0IP5teT6PeYl/Hji0pQXxb8vz9eZl4crCtR5TOjaKiatjgEfmEv/IIR37Sfw7BnhkLvGPHNKxn8S/Y4BH5hL/yCGZ/WThysI1M0rmoQ4TVx44tKUF8W/L83nMS/zzwKEtLYh/W57PY17inwcObWlB/NvyfL15WbiycK3HlI6NYuLqGOCRucQ/ckjHfhL/jgEemUv8I4d07Cfx7xjgkbnEP3JIZj+ThevS3y51Xf03a9YsB/LyXzd9sGzZMmLfYf4T/27GveR74k/8hQtsu8cFxn/3MA/jnPjniz9q6GThusu4G9mFfhTsXLrrASQxLt31APHvLvawnPgT/257oNvWM/6Jf7c9kLf1LFyN4pyFa97EHbR2PHAN2sN5yyf+eeMzaO2I/6A9nLd84p83PoPWjvgP2sN5yyf+eePDwpWFa94MbUk7Jq6WHJ/JtMQ/EyBaUoP4t+T4TKYl/pkA0ZIaxL8lx2cyLfHPBAhDDRauLFwNanS7m4mL+HfbA922nvFP/LvtgW5bz/gn/t32QN7Ws3Bl4Zo3Q1vSjgeulhyfybTEPxMgWlKD+Lfk+EymJf6ZANGSGsS/JcdnMi3xzwQIQw0WrixcDWp0u5uJi/h32wPdtp7xT/y77YFuW8/4J/7d9kDe1rNwZeGaN0Nb0o4HrpYcn8m0xD8TIFpSg/i35PhMpiX+mQDRkhrEvyXHZzIt8c8ECEMNFq4sXA1qdLubiYv4d9sD3bae8U/8u+2BblvP+Cf+3fZA3tazcGXhmjdDW9KOB66WHJ/JtMQ/EyBaUoP4t+T4TKYl/pkA0ZIaxL8lx2cyLfHPBAhDDRauLFwNanS7m4mL+HfbA922nvFP/LvtgW5bz/gn/t32QN7Ws3Bl4Zo3Q1vSjgeulhyfybTEPxMgWlKD+Lfk+EymJf6ZANGSGsS/JcdnMi3xzwQIQ43aheumTZvczTff7O688063efNmt8so+ErpX/rbpYbL/rd7y5Yt7o477nCLFy92H3/8sTp227Zt3l/33Xefe/fdd0eMee+999zy5cvd559/PqIfP9atW+cuuOACJzp8+umn7umnn3bPPPOMe+CBB9yzzz7r9wEON9xwg7v99ttHyLd0gz633HKLu+mmm9zWrVsr55UBr732mlu7dq389G1K/xEDh/RHnLgsn4bmWThZ+1r8sMZb/ZYc8AMcvftXd7v3338/VNWVjt8IY0fxoyn+8O/KlSvdU0895f8hXl999dURM9eNIws3C39tfEofbTwU1eSn5IwwrrAfTfGH+VYcimvivA4ctPyN8an4DOVY+Fj9kG3lKUt/a7zYVWIb4x/bqMVKPMbCt2rfEF/ItHCx5GN8k+O8Jd/qj+0s8beGfyomQx/EeX40eGj4WXIsPlXFbajnaPJFaHNp6xr+oY2Wz8MxWE9xJo5zK55FZl28tHktfK1+yKiK/1Af0XG82lqF63PPPecmTJjgjjjiCN/uv//+bvv27UUXr1I0akCAtPDHY4895q688kp3zDHH+JOBcCxAxZgjjzzSt5MmTXKffPKJH4LiH9sOO+ww99lnn/V2A4mOPvpoN3nyZAefI/FggS4Yj3/77LOPP8EU+ZdddpmbOHGiO+GEE9yePXv8NoyLdQMJ0Y8TaxS/2AdBhcWaF9ug8yGHHOKuuOIKPxb/Wfr3BhSwEiauOnjDZA0na1/BL+aHNd7qt+RI/+OPP+5mz57t9ttvP7djxw6PTBfw65eCTfG/9dZbezEqsXrbbbf11KgbRxZuVfjHOFv6NJVvyekZVuhKU/zFr3E8wz1afpXxcf7GeCs+NTkWPlY/5Gt5SvTR9NfGFwp7z6wQ/17nX1asWAzHiT9jfFP7aviKnBgX6Y/lNz3OixxLftwf2ljyeoy/FZOxD+I83xQPa7zVn+JTKm5jPZvmi9ju0n7H+If2pXwejrM4k4rzOJ5FXhO8tHktfK1+Ky9Y+kj/eLW1CtezzjrLPfHEE75QxQkSTsxWrVrV2cJ1+vTp7swzz/QYffjhh+7AAw90Dz/88AjMZsyY0btLuWbNGu+zjRs3+jEoSHFF7fDDD/fFJjpx5/XYY4/1RXBYzKIYPfTQQ92DDz7YK2Qx/t577+3d0YF86ID9LN2QxGQMggAYbtiwwZxXjLn00kv92GuvvVa6vB6x/r2NhayEicvyaWiqhZO1r8UPa7zVb8m56qqrPBegI3TDxYe77rrLq6zxL7SF6841wR+xO3PmTLd7927vOskJOMDJUjeOLNws/LXxOHBZ+mjjwQtNPnKGJUfsKrVtgj98YMWhldet/A1ZWnxqcize4cq9hZuVpyz9rfGl4i52hfhLn7RarMTHfwtfa18NX8xn4WLJb3qct+Rb/eKD0tsYfy0mNR/Eeb4pHtZ4q9/iU1XchnpaeQTHryo5mg9K6IvxD22yfB6OwbrGGSvOrXgWmXXx0ua18E0dJ6riP9RHdBzPtlbhikdT5RHgl//8si9kAKz0ldgiUWgLSIA7z3PmzOltPvXUU0fckcSG8DHBt956y/ssPJHFyWVYuOKxYRSTxx13nLvmmmv8HVPIef75530/tuFuK+6Yhgv0Oeecc9zVV1/ti1BLNzzqDRnnn3++u/76630xjALWmhdz4CLF2Wef7RYtWrSXfbH+oU4lrEviqou3hlNqX40fSCQafpdffrnaj7vglpzjjz/eXXzxxT0owFFwRJbS8RM7R9s2xT+cBxeS8DQFDvpY6sYR+KLhNmvWLBV/8EIbH+KM+UUfXNjSxlvyw6csQjlilzeu0P+a4q/FIfJ9Kr/CdWH+Dl0Zx2eVHOwrOMf4hP1ansK+lv7W+FDXEtcF/9i2VE6Px+J3iG9qXwtfCxeZK5SPvqbHeUu+1S/zlt5q+McxGftAy/NN8bDGa/14RU07X0DeTsWtpmdoS518EY4vcV3DV+1E2AAAIABJREFUH3amYljzQ8wZK85l3zie0d8EL5ETzyv9aEN8rf5U/FfpE8oc1HqtwjUsTPG+5gEHHOAfOwz7S1u3ClfcVcFjl3CcLCeffPKIQlb6pZWrZbgCI0tMLDxyjMISReJ1113n13GXFQvmxDtzuGOKR3zxmDYWFDrow354xPjtt99O6oa7phiLf/LOqjXvzp07HR5vRnJcuHBhZwvXJnjHOL3++utJPDyIf3l0DzjC5xq3gJHWH148gayQZ7izJo8HIxlOnTp1BEdj/okubP/XA3LgaoK/+O7CCy90CxYs8D+bxpGGWwp/bXzMi1AfbXxKvtiENpQT9pe43g/+YRxa+RU+i/M37tTLEsdnSo7sY+ET98d5So4nIifUH31V42W/klrBP7apST6I8U0dn+vgG+MSyxf+NDnOh/bF8mWb1S/bS2w1/OOYDO1O5fmmeGjjMVfcX8VFLW5Teoo9TfOF7FdSq+EP+6p8Hvsg5kwqzrV4Hg1e0CGeN9Qrxle2Wf1h/NfRR+QNsm1UuALMfffd11/VK61Qje0BWLKsX7/ef5gKj8euWLHCFwQo5mRJFa646o5iE+8ohEtILBQWkIF/WPB72rRpvUc9ZT+cYEDWk08+KV2+feihh3wxiishKFY03fBxqIMOOsjNnTvXt5CDQLHmnTJlin+cGe9F4kQYj4vLO5KYNNR/hDKF/JDEJYlK86llquC0bNkyEw/ZN+SHNReSnYWrJgd9wBZ4y4UKtPgolyyl4yd2jrYdLf7ymDCuWCKOm8aRhhsuZFn4a+NDnEN94AttfEq++C+WI/2ltqPFP4znunld8jc+vidLGJ915Fj4WP2YR/JUeDwJ9RddpNXGy7bSWsEfdvVz/Mf+gq91fMY3CKzjsPg1hYvIB3+aHuer5KfmlX1LbEP8xb4wJqUPbSrPN8VDGw8MtP4XX3zRPC6E+knc4nW/quNR03wRzlPSeoh/P/EfcqZOHocPJZ5Xr149arzCeUNcLHyt/jD+UzwP5xiP9dqFKx53/fKXv+zfi0SRh0IsLvZK+h0WrjjgnHvuue68885zjzzyyF6PZ+CgEz+eB/BAhoMPPti99NJLHssPPvigh2lMrHnz5vn3W+UxL7w0jWfpwwXEwePF8q6sbBNC4a5s/OiI6Hb//ff7xxcxFokMd/jwkSZt3jPOOGOvogeFDz5CJfrF+osupbSSuOAvy6eWrYIT3iFO7RvzAy/ta+O1RzkFV+gQyxGe4dFQbEMilI96ic6l4yd2jrYdLf54DAexJb6PLx7UiSPZV3BDsanxQnJOPB4HG1lCfaQvHl8lH/tpckReie1o8NfiUMuvWl7HCSW+GyFLHJ9Vcix8rH7MI3lKjiea/qKPNj7cVtq64A+7Rnv8F5/Az8A3dXxO4VsHF+FPk+O88NCSb/WLXSW3If5iZxyT0g8/WXkef3UCr42AA1XnXcDDwk/rR1/quCD6SZwjF1h6ynldk3wh8ktsQ/z7if+YM6k4Fz9KvsBfKRgtXvG8ItvCV+uP4x/8rdJH5hl0W6twxZ02fOkWhRs+4Yyi7tvf/ra/ClRSsRraEhauMQj4mAkeo8Wjv/L+qhSnS5YscXicGtvwUaWLLrrIvfDCC/7gd+KJJ/YKP9zBQxEKkmLBe8QoLsI7NTfeeKP3t7zXivcWcOcF76biq18gGxaceOIOKr4SbOmGglt0xj440OF5e2teL/gv/6GIxsvY4RLrH24rYT1MXJZPYafgjbjQcLL2tfiBhCM4hdxqKkcOROAeiqXwC7fQu3T8+uVgU/xlPjxuM3/+fPk5om0SRzFuFv4yQTxe+i194vFV8i05Mk9pbVP8rXhGUajldSt/ix/j+KzK0xY+cb+Vpyz9//D7P6h5TfQstQ3xj21MxYocDyx8rX0tfC1cXnnlFfX43/Q4b8nHK0Kp85fYJ6X91vCPYxI2C96h/WGeb4qHNd7qt/hkxbmlp/TXzRcyvtRWw19stXyO7TEfYs5YcW7lC5kTbcgr6Y/xkv54Xum3xsf9Vl6Q80pLH5ln0G2twvUnP/nJiEcOcSL8m9/8pjN3XGMQUGyiiMfVLhSS+DuqsuBOGP40zSWXXLKXzx599FE/7J577vGFJk5ocAVGildcnUMfvi580kknuY8++sj/PVf4G//wHis+joUFMtCH8ejHy/tYLN0g65RTTvHz4iIE1tGHRZvXb/jLfyh6wvfmLP3DfYZ9PUxclk9ho+CNv7ur4WTtK19lk33Qgh/WeKvfkoMEefrpp3u88chyuHQBv9De0aw3xR/44Aol7rZKjMbz1okjCzcLf2s85tb0scZb8i05sW2l/W6Kfyrfa/nVyt/woxWfmpwUPhr+Vp6y8og1vjS8Y3tC/ONtqViR4wH+dnaT4zPm0PC1cLH40/Q4b8m3+mNflPo7xt+KScEbnJAlzPNN8bDGW/0WF+vEbagndG+SL8TWUtsY/9BOy+cYE/LB4owW51Y8h/PWwQvjrXk1fDFe668T/7E+oa6DXq9VuIZ3IruynrrjKqDg0U4klHDBY3j9LLjSiRegwwXz4P3HeMHYeH4Zo+mGbegHhvGizRuP6dJvLXFpPg3xtnCC37R9U/60xlv9sSw81vHmm2/G3fxd0wOjwR+irXisOa1/nCyFW4x/Fc6xPlXjY/midyxH+kttR4u/5Q8tv6bydxM5GGvho/UDY+14Ys3ZdLwlZ5j6Nfxj/bVYCY8HKXy1fSFf40k8r/yuks/jvHiqeVsHf0gN8U7NAryb4GGNT/XHsY6xTeIc+scy0DcaOSlfDMO2OvjDL7G/6vJBi/NUPFs+i+e3xkm/Nd7ql/1ya1m47tql3jmuU7jmBib1GTsP1ElcYzcbJeXmAeKfGyLjqw/xH19/5zYb8c8NkfHVh/iPr79zm43454bISH1YuLJwHckI/vIeYOLqNhGIP/Hvtge6bT3jn/h32wPdtp7xnzf+LFxZuObN0Ja0Y+JqyfGZTEv8MwGiJTWIf0uOz2Ra4p8JEC2pQfxbcnwm0xL/TIAw1GDhysLVoEa3u5m4iH+3PdBt6xn/xL/bHui29Yx/4t9tD+RtPQtXFq55M7Ql7XjgasnxmUxL/DMBoiU1iH9Ljs9kWuKfCRAtqUH8W3J8JtMS/0yAMNRg4crC1aBGt7uZuIh/tz3QbesZ/8S/2x7otvWMf+LfbQ/kbT0LVxaueTO0Je144GrJ8ZlMS/wzAaIlNYh/S47PZFrinwkQLalB/FtyfCbTEv9MgDDUYOHKwtWgRre7mbiIf7c90G3rGf/Ev9se6Lb1jH/i320P5G09C1cWrnkztCXteOBqyfGZTEv8MwGiJTWIf0uOz2Ra4p8JEC2pQfxbcnwm0xL/TIAw1GDhysLVoEa3u5m4iH+3PdBt6xn/xL/bHui29Yx/4t9tD+RtfbJwXfrbpa6r/2bNmuWQvPivmz5YtmwZse8w/4l/N+Ne8j3xJ/7CBbbd4wLjv3uYh3FO/PPFHyV1snDdZdyN7EI/CnYu3fUAkhiX7nqA+HcXe1hO/Il/tz3QbesZ/8S/2x7I23oWrkZxzsI1b+IOWjseuAbt4bzlE/+88Rm0dsR/0B7OWz7xzxufQWtH/Aft4bzlE/+88WHhysI1b4a2pB0TV0uOz2Ra4p8JEC2pQfxbcnwm0xL/TIBoSQ3i35LjM5mW+GcChKEGC1cWrgY1ut3NxEX8u+2BblvP+Cf+3fZAt61n/BP/bnsgb+tZuLJwzZuhLWnHA1dLjs9kWuKfCRAtqUH8W3J8JtMS/0yAaEkN4t+S4zOZlvhnAoShBgtXFq4GNbrdzcRF/LvtgW5bz/gn/t32QLetZ/wT/257IG/rWbiycM2boS1pxwNXS47PZFrinwkQLalB/FtyfCbTEv9MgGhJDeLfkuMzmZb4ZwKEoQYLVxauBjW63c3ERfy77YFuW8/4J/7d9kC3rWf8E/9ueyBv61m4snDNm6EtaccDV0uOz2Ra4p8JEC2pQfxbcnwm0xL/TIBoSQ3i35LjM5mW+GcChKEGC1cWrgY1ut3NxEX8u+2BblvP+Cf+3fZAt61n/BP/bnsgb+tZuLJwzZuhLWnHA1dLjs9kWuKfCRAtqUH8W3J8JtMS/0yAaEkN4t+S4zOZlvhnAoShRu3C9YUXXnDXXHONmz9/vtu8ebPbZRR8pfQv/e3SES7bsmWLu+OOO9zixYvdxx9/PGJb+OO9995zy5cvd59//nmvG/664YYb3O233+7efffdXv+2bdvcnXfe6e67774R/RiPue7+1d3u/fffHzH+lltucTfddJPbunVrr//TTz91Tz/9tHvmmWfcAw884J599tneNksfTb5lo6V/b5ICV6oSl+Wr0BUWvhij4SL7vvbaa27t2rXy07faeAv3lG6aHOip8UoUWLdunbvgggucxETVeNlvmNuxwL8qbmKcrfFWPhD/xnKkP8bNkm/hafG3Sh+Zf5jbKvxhmxZLoc2W/2RMXdwsfCw8U/ikdI71sfJLlf6yfZjbKvxTOVbsrvJfHJ9jxZeqeevibNlYpafYP8ztWOBvxacVz1V+jXGzxjeRj/PLlStXuqeeesr/w3nkq6++2oMulS96gwpcifG3YiE2XfOXlY8tmVa/xSdrPHSrq8+w8aBW4frcc8+5CRMmuIsuusjtu+++7pvf/KYvtEopUjU75CQd4IMYsP+xxx5zV155pTvmmGMcDg7xgiIU4w477DD32Wef+c1INui77LLL3MSJE90JJ5zg9uzZ46T/yCOP9NsnTZrkPvnkk17/448/7mbPnu32228/t2PHDodkBDlIMChOIQukxAJdsQ3/9tlnH68v+lP6xPItG0XPWH8/ccH/xYkrNNXyVThG/BbjizEaLrIvOHDIIYe4K664QrrM8RruKd20eVO8QjI7+uij3eTJkx1yADifGt9TuICVscLfipsYZ+FLPF7643gVF8dy0K/hJnJi+RaeMj7mr/Rb+ohew96m8IdtWiyFNoufYv/JmLq4VeET4ynzavikdNb00fJLSn/ZVkKbwj+VY0PbLf+l4rNfvmB+a15sq4uzZaPwy9IztH+Y1/vFX/wUx2dVPFt+jXET+fH4pvJvvfXW3rmjnEPedtttHrpUvhhmbOvoHuJvxUIsR/OX4BTnY0um1S9yYj5Z46FbE32GjQe1ClfcKcRdPBR4AOCAAw5wO3fuLPquK5K/LNOnT3dnnnmm//nhhx+6Aw880D388MOyudfixB53rg4//HBfnGLDvffe27uCtWbNGr8vitoZM2b07qqhH0lj48aN7qqrrnKYDwsKXBQxd911lz8YYV7siySG8Rs2bPBjDj30UPfggw/uVUxr+ljyLRst/XtGF7oSJq7YRMtX4TgLX4zRcJF9L730Uo/ttddeK13qeHBDwz2lmzYveK7xCk8MHHvssf4ijVyEgULW+J6yhaz0i39V3MQ4W+OteBU3x3Is3Cz5Fp4Wf6v0Eb2GvU3hD9u0WApttvwnY+riZuFj4ZnCJ6VzrI+VXyz9pb+UNoV/KseK/Zb/rPgcK75Y84pedXG2bKzSU+YZ9rZf/K34tOK5yq8xbtb4JvJx/jhz5ky3e/duD5ec26IYwpLKF8OOb5X+If5WLMQyNH9Z+diSafVbfLLGW/hp+qDAHTYe1Cpc5Y4k7vD98Ic/dJdffnnRRSvsRQLAggPNEUcc4ebMmdPj6amnnjrijlhvw1+ucoSFq2yDnHPOOcddffXVvit8HOOtt97yxQoeBTj++OPdxRdfLLs5zIV9Nm3a5Mecf/757vrrr/dFCwrY559/3vfL3VbckQ0XkFL0gQ6a/FmzZlXaGOsfzlHiepi4Qvvq8kHDVw4IkBfiIvJxUejss892ixYt2otf8XgN9zq6xXIsXuFxd3DquOOO868I4GkDLNZ4saGUtl/8xQ9a3KRwDsdjXYtXySGaHAs3Sx8LT42/qfwk8ktpLfxD++JYCrdp/pP4b4KbhY/M1YQv2EfTWdNHyy8ypzZetpXSWvjD33XOByz/WfE5Vnyx5gUuGm7a+JSNKT1LwR529Iu/+CKMT/RZ8Zzyq4abNX408kVX3EDB04K4+CGLli9kW8mt4J+KBc3+0F/YVzt+W+fbqKuqckvIpzq61dFHzifEnmHgQe3CFe+44k4rTmanTJniUGxJQVtiK4UrrkbhcV04SpaTTz55RCEr/WhDokg/TvhwVwu+w6OXuLIVLnKVDFdscEVEHg8GMadOndqbC3fhIAP/wncgoSPeTcAceIR4+/btPfGxPpp8PP6csrFK/95kBa1I4opNasoH7B/iK/JiXPAEAx4Xx/vTCxcurCxcISfG/fXXX0/iiH3iedGn8QqcAM9QRF933XV+HXf1rfF+Q0H/jQX+WtykcNbGa/GKi2iWnBRumvw6eIb8tfQpCHpvioV/aKcWS+F2WQ/9NxrctPiEbA3PKnxinS19ID/OLziupMaLvSW0Fv5N8r/mv1R8it/65Ys2bwq3eHyd4wh0DfUU3UtpxwJ/LT7hHyuexXehX1O4aeObyhcZaC+88EK3YMGCsEs9XxgxoNAfgn+TeIcr4vyq5WPrfNvql5tmMZ/efvvtxud7mj4iX6AcBh7ULlylOMUta5zQrlixolOFK4oJWZoWrrLfQw895H2HjyjJgqvwKDbxbgIWkPOggw7y46RIxceY8FEn9M+dO9e32Eeu4IssnFig/8knn5SuvQJJk4/CBIVrlY2a/r2JCluRxAWz1q9f726++Wb/GDh4X8dX4o4YX+kPExwuUOBiEB4zx/vMSCRnnXWWX9fGS5+0gvuyZcsqdQvnxf4ar8ARcBz/sEC/adOm+UfYtfExD0WvYW7HCn/4QOJm9erVlTiH45EntHjFB/I0voAHFm4hFqIP5FfhGfNX0wf5qbTFwh8YyhLHkvSHbeg/K85TuFXhg7lCPKvwCXW29EEOChfJL0888YTKu3h8uO+wrlv4N83/sD/0X1V89suX0N/hvFq+iHGT8XWOI6Ge4ZylrI8l/mF8VsVz6Nc68RmOh++byA+xkseEwzu52B7mi3B86euCvxSuVefG4o/YX1o+ts63pXCtmkv4hDvxVeeidfQJj9/DwoPGhSseF8YL4Y8++mgnClckj/j2PQ4+8e11i7jSj1YS0apVq3w3SHLwwQe7l156yf/+4IMPfIt3CrENBJWPLd1///3+MQ7IwAEGd1fxkaZwwTY8Fox3ZWWJiYv+WD6Cq46Nsf4yR4mtJC7YhgRx7rnnuvPOO8898sgjtXyF/Sx8sS3EBePiixW4aIGPgMljO+H42N+CO95ZqcIxlmPxat68eSPmx8v7eJ/CGh/rNOy/xwJ/8YHEDb7eWIUz9pHxkifieH35zy+bcvD18pA3gpvoEstP4WnxN9YHJ0+lLRb+eNRTljiWpF/a2H/I2xb+Fm4pfGSeKr6E+IQ618k7mEPyCx4hs/SXPCU6DXtr4d8k/4sPxH84Llt5FWPHgi8yJ1qZty5uMr7qOBLrKect4dzDvj7W+OPCAfJ5Kp5jv6byBeItHg8cmsgPcQNH5FsXIXZhvgj7S18X/BETVedUoS80f8XHS+t8W3uEWKs1oBP4hKcsq3Sro094fBgWHtQqXPFFUZy8464rHhnGl4VhrNyFLbHF4xqy4ONIeIwTj/LK+6hSbC5ZssT/ORsZi6slKB5BLiz4GhjIgAWExR1RFP+QhY/r4EvN8Cn8e+KJJ/YKFfSheJEvvOGAKTpAFoiLkyh8Ul/ea8X7KrgCg3dfZYn1kf5YvmWjpb/IKbWVxKXZZ/kKY4UPVfhauEAGig18jCFc4vEW7indIC+WY/EKH2PDRRNcgZVEeeONN/rCXeNhqGsJ6/3iXyduQpyrxsfxGvo4lGPhZsm38K/ib0qfULdhXU/hLzbFsYT+uvGPsXVws/Cx8BTdLHw0nWWfUB8rv8jYWP+wv4T1FP6pHCv4W/6z4rMq3mJ/W3KseUNM6uBs2VhHz3CuYV3vF38rPq14ruPXEDdrPO6Wa8dna7xccMLjoXiSJ15S+SIeW9LvEH8rFmCvxLvYbvkrzseWTKvf4pM1vqk+Mn5YeFCrcP3lL3/piyicyKJgwpXDEovV0KawcMWJO+624eoGCkN8ZVkWXBHBn7jBmHvuuccXpvATrqxKHwpQ9OH9Vrw8j0W+EiePA6PFXWwckE4//XQvB0lIlo8++sidcsopvh9/ngTr6MPf1xQZkI+7MbJo+ljyLRshQ9Nf5ii1DRNXbKPlK4wTPlxyySU9XAQf4ItFwyWcAxcrwvcOtPEW7indNDkWr6AP/mYxeIuvC5900kmeb6nxoQ3Dvt4v/vgbzFVxE+JsxZkVr6F/QzkWbpZ8C8+m+SnUp4T1FP6wT4sl9NeJf/FPHdwsfCw8U3yxdNb0sfKLjEUb6x9uG/b1FP6pHCv4p/yn5VUr3kI/xv7W5KTmFVmhHGu8ZWMdPWWeYW77xd/K/1Y81/FriJs1fjTycecWd1vDc0dgV5UvhhnfKt1D/K1YgAyJd4zR/GXlY0um1W/le2u8hZ+lD8YPEw9qFa4o6N555x2Hl4HD4q7k9bBwFZLj768hMYQLHgOoWvDBnXg/ax88HvLmm29am/3faITfwwV64Vn8Oksd+bGuTfSvo8MwjAkTl6XvaPlgyWvan8Jd0y0lH+NjXmE8sMcHIuLFGh+PG9bfY4F/07jRxlfFq+VfDTdNvuxfF8/R6iPzDEtbB3/NljrHA20/6dNwwzYNHw3PscQHc9Y9roj+pbR18Id/4mNliH/KfxbOTf2nyUnNq8lPjdds1GSU1jcW+GvxKX6CX7XjrWzvt20qP+Zxv/MP+/4a/loshPGu2VyVjzWZkKP1V/GpDoZV+tSRodk53n21C9eSi1TNNq1wHW9wOF97HtASV3vacObx9gDxH2+P5zUf8c8Lj/HWhviPt8fzmo/454XHeGtD/Mfb483mY+G6a5d6F5mFazMilTaaias0RJvZQ/yb+au00cS/NESb2UP8m/mrtNHEvzREm9lD/Jv5a7xHs3Bl4TrenBuK+Zi4hgKmgSlJ/Afm2qEQTPyHAqaBKUn8B+baoRBM/IcCpoEpSfwH5toxEczClYXrmBCpNCFMXKUh2swe4t/MX6WNJv6lIdrMHuLfzF+ljSb+pSHazB7i38xf4z2ahSsL1/Hm3FDMx8Q1FDANTEniPzDXDoVg4j8UMA1MSeI/MNcOhWDiPxQwDUxJ4j8w146JYBauLFzHhEilCWHiKg3RZvYQ/2b+Km008S8N0Wb2EP9m/iptNPEvDdFm9hD/Zv4a79EsXFm4jjfnhmI+Jq6hgGlgShL/gbl2KAQT/6GAaWBKEv+BuXYoBBP/oYBpYEoS/4G5dkwEs3Bl4TomRCpNCBNXaYg2s4f4N/NXaaOJf2mINrOH+DfzV2mjiX9piDazh/g389d4j2bhysJ1vDk3FPMxcQ0FTANTkvgPzLVDIZj4DwVMA1OS+A/MtUMhmPgPBUwDU5L4D8y1YyKYhSsL1zEhUmlCmLhKQ7SZPcS/mb9KG038S0O0mT3Ev5m/ShtN/EtDtJk9xL+Zv8Z7dLJwXfrbpa6r/2bNmuVAXv7rpg+WLVtG7DvMf+LfzbiXfE/8ib9wgW33uMD47x7mYZwT/3zxR5GcLFx3GXcju9CPgp1Ldz2AJMalux4g/t3FHpYTf+LfbQ9023rGP/Hvtgfytp6Fq1Gcs3DNm7iD1o4HrkF7OG/5xD9vfAatHfEftIfzlk/888Zn0NoR/0F7OG/5xD9vfFi4snDNm6EtacfE1ZLjM5mW+GcCREtqEP+WHJ/JtMQ/EyBaUoP4t+T4TKYl/pkAYajBwpWFq0GNbnczcRH/bnug29Yz/ol/tz3QbesZ/8S/2x7I23oWrixc82ZoS9rxwNWS4zOZlvhnAkRLahD/lhyfybTEPxMgWlKD+Lfk+EymJf6ZAGGowcKVhatBjW53M3ER/257oNvWM/6Jf7c90G3rGf/Ev9seyNt6Fq4sXPNmaEva8cDVkuMzmZb4ZwJES2oQ/5Ycn8m0xD8TIFpSg/i35PhMpiX+mQBhqMHClYWrQY1udzNxEf9ue6Db1jP+iX+3PdBt6xn/xL/bHsjbehauLFzzZmhL2vHA1ZLjM5mW+GcCREtqEP+WHJ/JtMQ/EyBaUoP4t+T4TKYl/pkAYajBwpWFq0GNbnczcRH/bnug29Yz/ol/tz3QbesZ/8S/2x7I23oWrixc82ZoS9rxwNWS4zOZlvhnAkRLahD/lhyfybTEPxMgWlKD+Lfk+EymJf6ZAGGo0bhwfe6559wTTzzhdhkFXyn9S3+7dITLtmzZ4u644w63ePFi9/HHH4/YJj8+/fRT9/TTT7tnnnnGPfDAA+7ZZ5/1m6x9t23b5u6880533333uXfffVfEuCb977//vlu5cqV76qmn/D/M/+qrr/ZkYWXdunXuggsucLDJGm/1i6D33nvPLV++3H3++efSVXRbJ3FV+aQJjnCmxRONVym8UvPecsst7qabbnJbt24dgV/KlpA/2AnyLTkjhA7xDw3/lI9gqoaT+EuLc2xLyXzttdfc2rVre160cE3Nq+G0efNmd8MNN7jbb799RN6RibR5NTkyvsRWwz+004rVcIyFl9Uv+8b+t+bS+lN5YTS4j4a3Yscwt/3iP1ocUvkgzsMa/vB5VX4O5aT0tOQLrjFPpb+ENsa/yhehzaF/0W/FHfpxTnn3r+7252Uiw8oP1nir3zouyDwafhb/cE77xhtvyK7Ft03xT8WRFY8Wp6z+seSRdvy3eCdgx7yW/jbaRoXr9u3b3Ve+8hV3ySWXdKpwBZEmTJjgHnvsMXfllVe6Y445xp+kxoChMMQ4/Ntnn318IWLti6SBcUceeaRvJ02a5D755BPXtP/WW2/tzSlz33bbbV41BNPRRx/tJk+e7HDBAYnMGm/1QxBOXiD7sMPOCL8LAAAgAElEQVQOc5999llsdpG/48QVG1nlk6Y4WjzBvBqvLLyseZGUgCEucOCiysSJE33RBPmWLRp/UnJiHw3z7xh/y0ehjRpOFh4pv2MbcsEhhxzirrjiCj9FSo42r4WTyLnssss8B0444QS3Z8+enhnxvJac3g6FrsT4h2amYlXGiZ/r5nfZL/a/NZfVX5UX6uJu6Q8968SC2DOsbb/4jwYHy69aHrbwT8WrJsfS05IveMY8lf5S2hD/Kl+IzZp/JY7iuJP+xx9/3M2ePdvtt99+bseOHZXnf9b4uB86accF0VXDT+MfzvmPOuoof+7w5JNPyu7Ft03xt+LIikeLU1a/8GWseGTJiY9XAFrjddsEaFS4/uQnP/EEvvrqqztVuE6fPt2deeaZHqsPP/zQHXjgge7hhx8egR1O/g499FD34IMPjihqrX1nzJjRu5uyZs0a79eNGze6Jv0bNmxwM2fOdLt37x6hG8iPO6PHHnusL7Kl2ESfNh5XcrR+yMGCghd3XA4//PARJ7kjHFDYjzBxaaZV+aQJjsDd4onGKwtH4GXNi4MYeAsu4KCFIhb8waLZovEHY1NyND8Na1+Mv+aj0DYNJ2y38MC2lMxLL73UY3Tttdf6aSw51rwWTvfee2/viQzkHeGE2BLPa8mR8aW2Mf6hnVashmMsvKx+2Tf2vzWX1g+srDzeFPeUnineih3D3vaDfyo/p3DQ/GrlYQ1/nJNY8arJSelpyRdcY55KfyltiH+VL2Cz5l/0W3hfddVV/piPMcjhuEh51113mccLa7zVbx0XBB8NP41/OF945513fGG9atUq2b34tgn+qTiy4tHilNU/Vjyy5Fj53uJ12wSoXbgCgB/84AduwYIFnbrjCuCOOOIIN2fOnB5Wp556au9OiHQ+//zz/kQTBQHutuLOVmrf8HHet956y++LwqNpv8yPFieiuCuKpIXHeqHLcccd56655hp/tzgcG48Pt4VypB9X41i4ijf+t035pAmOuHBgcUzj1UgtRuJuzbtp0ybPh/PPP99df/31/iILClhZYlss/lTJEXnD3oYHLrEl9pH0o7VwsvCQfTWZuHp+9tlnu0WLFvXyjCXHmrcKJ+Smc845x+EipCzavFVyZN/SWg1/2JjK6aEPLLysfuwb+9+a6/LLLzfzRaiDlsfr4p7SE3NovA3nHvb1fvEP7a+Lg+ZXLQ9bvMDTGVa8anJCHbEueqJYsY5HGBfzNJZTwm/BP+Xr0M4q/4Zxh/Xjjz/eXXzxxT0ROKdELtbiDucH2vhZs2ap/ZBjHRcwYQo/La5xswZ3hLtYuNbFvwdkEEc4D9fiEa8aavFVJ6/3wyO5EQVdQzn4rfEO46t4Hdo9nuu1Clc8277//vv7Ky+4Jd6lR4VxNxNBC0fJcvLJJ48oZKUfY/GOKe5i4FHM119/vda+clUGV7zCpWn/hRde6C8sQAYeaUbhipPf6667zq/jbnC4hOOr+rWEFu5T2rocuFJ21fVJFY47d+5M8iTmFR7fCRcLx3he3L0DJ/AvfHcSsmJbUvxJyQn1GuZ1Df/YR7F9VTjFeGh+Bxfw2gAObgsXLuwVruFcsRxrXgsnnAghR4EHeJUAJyapeS05oU6lrWv4w0b4uu7xQHwS46X1a/635kJs1tEhzgtNcdf0lL6qWJBxw9qOJf51cBA/xX7V8vA999yTxF+LV02OdT5g8Q4X7zWeiu4ltYJ/yhehvSn/anGHO6WIYTwejCJi6tSpe51ThnnDGm/1QzfoHp6P4ryhCr+Yf5DT5cK1Lv4hF+J4j+PRklmV18eCR9BTkxPqH/Iuxetwn/Feryxc8bI2nnv+xS9+4Quxn/70p+773/++Xy/lQ0yaHQAPi5AMJ5GyWIWrbEeCQOG6bNkyn5xS++KqBsbiWfhwadovjzDjygkSIXTEPyz4PW3atN6jKegLx4fzWv1aQgv3K21dDlywa/369e7mm2/2j0uvXr26Z2odn9TBsS7HhFfhuyYWXvG8+PjXQQcd5ObOnetbcA5jZAltSfGnSo7IG/Y2xF9sCX0kfVqr4RTjIfuFMuH3KVOmeJ7hhAYnimeddZY/uZHxlhxsD+etg9NDDz3ki1dw2pq3jhzRraQ2xD+M/xUrVlTm9NAPFl5hv4U7Lhjj5DY+fsgJTtwfPhVk5QXoVgd3sSHUU/rQhrwN+0tZHyv86+CAD9/IEvrVysOnnXaaygvgr8UrTlSbnA9YxyO8i2nlCdG/lFbwt3wRxpqFEx77DBeJO+ANTHA8lgvJaPHRRFniuLPGW/0iB60cF/BR1Sr8Qv6JDHAYeaiLd1zr4C9+QhvHuxaPL774ohq/dfI65uiHR6GuoRzpD3lXl9ey73i2lYUrHmP90pe+NCLAEGR4YRugaEVfCX1SuAK8+LY+DgLhI3YxYNgHj9XiHcLUviD5wQcf7F566SUv4oMPPvBt037shMd8wvfV5s2b599vxeMKWHCnPEyk8Xg/SJEj/VpCk20ltnLggm14tObcc8915513nn90Quyt8kldHPHye4onMp/wCu/EyqLhqM17//33+8fIIQMHMnAFH2mSJbbF4k+VHJE37G2Iv9gS+0j64zbGScND9gllYlx8MoNci4/BIY5TciAvnLcOThiPExl8ldyaF19Rx+sHFm/EjtLaEP8w/h955JFasQp/WHjF/YhHy/9f//rXR9yJwbEHjwhW5QstLwhGdXCv4lvIW5FbUjsW+MMfdXAIC4LYr1YetvC34t6SI5iFeoIfmnzctLB4KucZIm/YW8Hf8kV8/lflX/hD4k7wxiPZyAUoIORjnhgX5wc5L7TGW/2CAebF+SgwrsIv5p/o09XCtS7+4uswjtCnxSP6tPiqk9chs18eia6xHI13dXgt8sazrSxc4yIU78fhI01xf2m/pXAFGHhpHo/v4VFeeR9Vis0lS5b4P2eDT0XjvVYseL8AgY53CK19IQsfc7rooovcCy+84IujE0880T8i2KRfDhh4PGH+/Pk97uBP8SAZyh1YnKDeeOONve3xeNlg9ePqPpIfyN6FRQ5cKVs1nwgfmuKLA4bGMYtXoleMlzUv7v6LfOwLPuD9BVliWyz+4MQ9JUfkDXur4R/7CDYK3hZOFh4St5pM8R0uNuEjGlgsOX/4/R/UvGPhhK8T4uCKBVfrcecdT9WESzivJSccX+K6hr/YaeV0bBc+WHjhEXAtvwsfICP0vzWX1S86xnmhKe6W/qJnireiwzC3/eIvtjfFIfarlYct/K14teRYelryZTzakKdhfwnrIf4pX0i8W/6tijuc++HipPwliKq4i8eLr+N+63gk49Fq+MX8wzicx+J8Nn69KJRV2npT/MX+ON6teLQ4ZfWPFY9eeeUV9fhv8Q43SVJ1hNg93m3jwhUVOK68lVaoxvaEhSuKNdxtw1USBDD+/qEsuAKOPymBv5OKBIR/eG/s5T+/7IdY+8pX3WQftI8++qg/UQ37qvoxCa6U4A6azCm64W4JSIevC5900knuo48+8pus8VY/3qnBCS5kAf8uFK9h4hJ/hq3lE+ED3gNvgqPFE4tX0EXDy+IVsD/llFM8jvjzSFgXPli2aPxJyQn9M+zrMf6WjwRvCycLD/jHkim+w8mMPJJmybHmtXDCnOAlYhl5Ch+PiJdwXktOvE9pv2P8Q/usWMUY4UPT+A/lh/635rL6IUfLC01xt/gG+VW8DW0Z1vV+8Qc+TXGw/KrlYQv/VLxqciy+WPJDPEOehv0lrIf4p3wh8Y4xmn+tuEOhe/rpp/vjMS4qy2LFnTXe6reOCzIP2hg/jX94GgTnjjhm4EOf2vEilFnK+mjw1+LdikeLU1b/WPHIkmPxDnhqvG4b58aFa1zglfo7LFwFJDzSCSKGCx7TkAXb8Uy8tmj7auNG2xfrJXJwhR8v5MeLNd7qj/cv/XeYuJrYGvKhyX4yVuNJildN8YIsxGzdxeJPUzl158tlXF38Q7xTOA3SrtS8Gk7AdNC8GaS94yG7Dv7wbezHkA9jqac2F+Rb/bFeGDsa3MfShmGSNVb4jxUOqTyszaHFvXCgyfmAxa9hwnI0umr4a76I413DSYs7FIRvvvlmbdWs8VY/BENf63y09sQdHTha/LVYFCy08y6NUzI+ljUWPIJsTU4VzBqvq/YZ5HYWrrt2qXePtcJ1kEBQdl4e0BJXXhpSm0F6gPgP0rv5yyb++WM0SA2J/yC9m79s4p8/RoPUkPgP0rv9y2bhysK1fxYVKIGJq0BQG5hE/Bs4q8ChxL9AUBuYRPwbOKvAocS/QFAbmET8GzirhaEsXFm4tkC7/Kdk4sofo0FqSPwH6d38ZRP//DEapIbEf5DezV828c8fo0FqSPwH6d3+ZbNwZeHaP4sKlMDEVSCoDUwi/g2cVeBQ4l8gqA1MIv4NnFXgUOJfIKgNTCL+DZzVwlAWrixcW6Bd/lMyceWP0SA1JP6D9G7+sol//hgNUkPiP0jv5i+b+OeP0SA1JP6D9G7/slm4snDtn0UFSmDiKhDUBiYR/wbOKnAo8S8Q1AYmEf8GzipwKPEvENQGJhH/Bs5qYSgLVxauLdAu/ymZuPLHaJAaEv9Bejd/2cQ/f4wGqSHxH6R385dN/PPHaJAaEv9Berd/2SxcWbj2z6ICJTBxFQhqA5OIfwNnFTiU+BcIagOTiH8DZxU4lPgXCGoDk4h/A2e1MJSFKwvXFmiX/5RMXPljNEgNif8gvZu/bOKfP0aD1JD4D9K7+csm/vljNEgNif8gvdu/bBauLFz7Z1GBEpi4CgS1gUnEv4GzChxK/AsEtYFJxL+BswocSvwLBLWBScS/gbNaGJosXJf+dqnr6r9Zs2Y5kJf/uumDZcuWEfsO85/4dzPuJd8Tf+IvXGDbPS4w/ruHeRjnxD9f/FEnJwvXXcbdyC70o2Dn0l0PIIlx6a4HiH93sYflxJ/4d9sD3bae8U/8u+2BvK1n4WoU5yxc8ybuoLXjgWvQHs5bPvHPG59Ba0f8B+3hvOUT/7zxGbR2xH/QHs5bPvHPGx8Wrixc82ZoS9oxcbXk+EymJf6ZANGSGsS/JcdnMi3xzwSIltQg/i05PpNpiX8mQBhqsHBl4WpQo9vdTFzEv9se6Lb1jH/i320PdNt6xj/x77YH8raehSsL17wZ2pJ2PHC15PhMpiX+mQDRkhrEvyXHZzIt8c8EiJbUIP4tOT6TaYl/JkAYarBwZeFqUKPb3UxcxL/bHui29Yx/4t9tD3TbesY/8e+2B/K2noUrC9e8GdqSdjxwteT4TKYl/pkA0ZIaxL8lx2cyLfHPBIiW1CD+LTk+k2mJfyZAGGqwcGXhalCj291MXMS/2x7otvWMf+LfbQ9023rGP/Hvtgfytp6FKwvXvBnaknY8cLXk+EymJf6ZANGSGsS/JcdnMi3xzwSIltQg/i05PpNpiX8mQBhqsHBl4WpQo9vdTFzEv9se6Lb1jH/i320PdNt6xj/x77YH8raehSsL17wZ2pJ2PHC15PhMpiX+mQDRkhrEvyXHZzIt8c8EiJbUIP4tOT6TaYl/JkAYatQuXHfs2OGWL1/uVqxY4RYtWuSeeeYZt8so+kroX/rbpYbL/q/7vffe8z75/PPP/68zWNu2bZu788473X333efefffdYItz2r5Nx4vAdevWuQsuuMCJzps3b3Y33HCDu/322/eaF/u89tprbu3atbK7b5vok9JzhNAh/hEnri1btrg77rjDLV682H388ceqZVV+iXESITEeFn5N5VtyNFvef/99t3LlSvfUU0/5f08//bR79dVXvYqWHNG/xDbGX7NRi5lwnIZXys+yr8YHcO/uX93tsL8skH/LLbe4m266yW3dulW6favp1nT8p59+6sAD5PoHHnjAPfvssyPmiPUcsXHIf4wF/lbcaPEHd1n4aDiMhkeWfEsfbd4QViufhWOGdT3G3/JRbF/TuMP+cRxpvKmDd4yHhZ/Vr80L/SzexLaX9DvGP7atDh+sMfCndl5o+dmSY/WLrjGvrPHWvBYf0K8dj2TeEtoYf8t3oa2WXyz/Wv1Vc8W4WvOKbvF4q9+SY/WLnDba2oUriq8JEyb4f/vss48DsCUUqJYNUgRaoCDxwB+HHXaY++yzz/YaBrJg+5FHHunbSZMmuU8++cSP0/ZtOh6CcDA7+uij3eTJk91zzz3ncEASOZdddpmbOHGiO+GEE9yePXt6+kGHQw45xF1xxRW9vib6iHzNrp7AAlbCxIVEAiwfe+wxd+WVV7pjjjnG+zo0M+UXDSfZN8ZD5MT4Sb/md02+jI/lWLbceuut3kaJcbS33XZbJZ/EjtLaEH/NNi1mwnHi/xgvy8+yr8WHxx9/3M2ePdvtt99+DhcRcdADRrjQgKISsY6TZiyabk3HQw5yoPABOR/ckSXWU/pLaccK/7rxl8JHw6Epjyz5Vj4Ajtq86NfyTSm4ix0h/ikfyXi0TeMO+8RxJHkj5k0KbwsPCz+t35rX4k1od4nrIf6xfXX4YI0RP8fHBcvPlhyrX3SNeWWNt+YVPWMeSn98PJJ5S2lD/C3fhbZafrH8a/VXzRXjas0rusXjrX5LjtUvctpqaxWuuFuI4ghX/HHSZBV7JfUjuacWFIm423H44YePKAxlnxkzZvTuaq5Zs8afAG7cuNFv1vZtOh53eY899lhfRIWF87333tu7U4Z5DzzwwBGF9aWXXup1ufbaa0VVX4TFtlj6WP09YYWshIlr+vTp7swzz/SWffjhh96nDz/88AhLLb9YOMnOMR4Wfk3lW3I0W8D1mTNnut27d4+wEUnUkiP6l9qG+Gs2ajEcjtPw2rBhg+ln2Tfmw1VXXeWAGRZcgMJFp7vuussXFRLbODihwIR8LJpuwLjJeMx16KGHugcffHCvizSYI9bTT1zQf/3ib8WNFn/IJRY+Gg7IKVa8CgQxPpZ8Sx9tXsiuymcy/7C3If6Wj2Ibm8Yd9o9x0ngDuRbeFh4Wfla/Ni/OKyzexLaX9jvEP7atDh+sMdpxAeeFlp8tOVa/6BrzyhpvzWvxwToeybyltCH+lu9CWy2/WP61+qvminG15hXd4vFWvyXH6hc5bbW1Clc8VhpeeX/kkUeKL15BrKoFV1itwlUes4SMt956y/sPhYAs8b5Nx+OxbWBy3HHHuWuuucbfDRTZaHFAO+ecc9zVV1/d68ZVsrPPPts/6h3eccWAuvpU6dmbbMhXJHHBj0cccYSbM2dOz6JTTz11xB1rbLD8ksIphUeM32jkQ69QTl1bcMEDTxLgJEeWUI70ldwK/ikb45gJx1p4hWNiP8d8gM+PP/54d/HFF/d2A/cQ05s2bfLxf/7557vrr7/eF5koYGWJdWs6/vnnnx+R83FnV5ZYT+kvqe0Xf/FFGDep+LPwSeEgc1TxCOM0+Xjlwcpt1rypfCb6lNAK/inMNDubxF0qjkLexPOEeFt4WPhZ/TJHPK/GmzDPyH6ltYJ/bFcdPqTGWMcFzc9WfF5++eVm3ELfmFcpfbR5Q3xDPmDdOh7Ffhr234J/yndiY8ovln+1fgtvOVfXcE3hEY8XfeN+S/9Zs2Zli3etwhV3UvEOFZLkAQcc4Pbdd1//CGFJd1hjW/otXIUkaOXqCq6cyhIf4KS/7ng8sorCFe8bX3fddX4dd0ew4Jl03F3BdjxKjLuEO3fudHhcGcGxcOHCvQqvpvpYenoFCvhPEhfuQuLxTASKLCeffPKIQlb6pQ3xtnBK4aHhJ7LR1pGPcbGct99+u5YtF154oVuwYEFvylgO+FT6Ivin7EzFTLhfiFfYH/rZ4gOueMrjwTjATJ06tcc9PDUhFxTjd9Y13ZqOB/fxjityCR5F3r59e2UeCe0b5vWxwD+Om6r4s/DRcAh9W4dHGB/Lr8pt2rxWPgv1KWFd8K/yUWxr3biz4h3yYt7E+TbEO4WHhh/kW/3WvDFvYptL/C34x7bV4UOdMZAbHxdiP1tygLl1TqLxypIjF+PjecVmjQ+p45HsV0Ir+Ff5TmxN+cXyb9yfmkvDFXNb81rjrX5LjtUvdrfV1i5cpbDDM88oXJctW1b0XVckFVnWr1/vbr75Zv9o8OrVq6V7r7uUvQ3BCu6y4qQPz7SHi3aAw/Y643ECi+IJ/7Dg97Rp03qPFMo8Dz30kD+xhc5Tpkzx+uNRbySss846yz/2LWOb6mPpKfKGvY0TF4p9WVKFa+iXFE5VeGAuwQ8fx5GlrnwZH8rBlTYc8FK2yKPQ4ZVhkaXpI9tKawV/2DWI+A/9DJ5YfMDJw0EHHdQrUFGo4mNMeH0D/XPnzvUtcgy4IUscz03Hixy0KFgh/4knnjD1DMeXsD5W+MMXEjep+KvCJ8ThySef7Lm4Lo80+S+++GJlPgjnBf51jjs95YZ4RfCXk8lUzgzNrBN3iGkr3kNZwpsw/8d418FD4jfkDeax+sN5Nd6EeSbUt6R1wR82hfkfHyetOobW4Ux4HMccmp+t+JTCNeYkvoGg8eqNN94wddbmjfEN+WAdj0rCHrYI/nWwxHjLL5Z/tX4LbwtXnMtr886fP1/lAeJd44clB+cZmnz0t700LlzxARA8Rrhq1arOFK444Tj33HPdeeed5+86C2jxQUr6pcVB5uCDD3YvvfSS7/rggw9kk1r0Nhk/b948/36rPM6Jjzfg+fhwkRNifC02PvnFCTA+MiT7a7ZY+lj94dzDvi6JCz6MH6fDyUL4CLbYqvlFw+mMM86oxAMyBT/EGpa68i0e4O5ZlS14DE3ehRS7pI31kf4SW8Eftg0i/kM////2zvXljirL//4HvmpfNDQy0tIIDiKtoCIiIs6IIgwdJ07EiM4bEUfHVox4GTSO8TatoxjveG0jYhRjJBovqO1tWh1tcQxqi1cSb3iJolFR949v/Xod1tmu766q59R5ateuVZDUOat2rb32+qy9qlZVnXrANTU/8VsztMEJhLwkae3atVUeBhMckMAML2mSJZ7PbduLHqzRB34SAZtTdup9hv65C/7iA5k3qflXx0dzkHclQNY0jvA2dBy3dbygz7p8EPdr5bM438i4h7wW/vBXEx/JWJvMO/x+sMk8kriR/I8+NG98b8IDejB/ddxg35QcJ7jot0lcythLWgt/jEnnf/xMri4e6mLGOo5bfmbzE49wWjasXLmSxtXee+89eVIHY5JzGKtffRxB2zgOreNRSewxFuFfx1KP2/IL868lZ7xTXHH+Hvf75l/fNOMAT1+m8k6sRy5gMLke+2J/blS44kqd/K4Vj6T96le/qk6W5C5siWt9x5VBwRUvHBAQ3LKsW7eu+vM3eCwYLzdZsWJF2LRpU5X8lixZMikU433btsefpsBJLO6MSWJZvXp19Qg3Dm5YcLUEd0rkbaNiI4pc/GhbL03twaPGqXFpnUP+LIkLY8DLcPCYNRjJ75XlYkQdb5wsWJy0bzQPPNFg8WPxwfQzPamxwCY8hoYrdrIwPbK91LXmz8YYzxm0q4sHuVAU+1n3oeNB5MghuNiENz1jQT6WmMR3nGjipxyyxLa1bY8/rSG/a8Xv4nCXQf/2Cf1Ydkr/Q1/Pyp/NGzb/GJ86Dk3jiOln9rB+2XFn6Lxj+zV/5iPsI/Nd9m8777CfnkcsbkR/zJvxYPyYnPXL4kbsKXWt+cdjbBIPrA07juMJRiufMz1Mrm3VccXaM74sHkR/fDwSeSlrzZ/5DmON53/sF+ZfJk/1Jb7VXEUW9ytyrK32TM70MLnuZzE/Nypc8SY0+S0VTpBwslxisarHVFe4rlmzpioKUZTgqqcUr7iShT9Bc8YZZ0x8Jr7buHFjxdbaV97+JW2xTrWHIlxFR/94u/DSpUvDtm3bAnRjX8hxhQU/Ao8XnPzK7xuwrY09KTvjfob8XScusMXddlzlxAk8/j6uLE14W5xkf6w1D8Yv5XdLP9OTGguuBOPOHa7YycL0yPZS15q/NUZrzqBdk3iw/Kz70PGAE9Ply5dXuQYnN7Jgri9btqyS443v+AwZFsu2tu3xd6ElFyGP6JgQG7SdIitlPSt/vIHfysNs/jE+KQ5t4ojpZ/ak+rXyTSncZRyaP/MR2sp8R5u280760vMolW8Zb4sH48fkrF8WN2J7qWvNPx5jk3jABUrrnIEdx5mfWV9Mrm3VccXas35ZPLDjke63hM+aP/Mdxinz/y9/+Uur4zTze6ov8avm2oSHbi86sNZypofJtZ4+PjcqXFHQ4eVM+KeLu5I/1xWuDBZuqy/mgjug+MG1XiDDxPBl4R7QiUu04O/lxX5tytviJHrj9UL4WfpTeqyxwI54fJCl9MS2l/Ld4t9kbE3jwfKzpR+PAW/evNnaVMnAEXm46dKmPdriNz5jXLrgn5o3bP5ZfFIcmsaRMLT0Y5tlT6pfK99IHyWsLf6Wj5rOd+Z3y1epuGG8LR6MH5On+m1jvzWmocks/vEY4JOYRxwPVptYj/7O/Mz0MLnWqT+z9la/VjzUHY90X0P+bPG3fCe86/xi+Rf+Scnj2LL8WdevtY8lY3qY3NKxmLLGhWvJRao1toUWrosJz/uanwesxDW/3lxzbh5w/rkRWVx7nP/i+ju33px/bkQW1x7nv7j+zq03558bkWl7vHDdutW8i+yF63SgjO2bJ66xEZ8er/Of9sfYvjn/sRGfHq/zn/bH2L45/7ERnx6v85/2R27fvHD1wjW3mMzCHk9cWWDozQjn35vrs+jY+WeBoTcjnH9vrs+iY+efBYbejHD+vbm+UcdeuHrh2ihQxtbIE9fYiE+P1/lP+2Ns35z/2IhPj9f5T/tjbN+c/9iIT4/X+U/7I7dvXrh64ZpbTGZhjyeuLDD0ZoTz7831WXTs/LPA0JsRzr8312fRsfPPAkNvRjj/3lzfqGMvXL1wbRQoY2vkiWtsxKfH6/yn/TG2b85/bMSnx+v8p/0xtm/Of2zEp8fr/Kf9kds3L1y9cKq/wcIAACAASURBVM0tJrOwxxNXFhh6M8L59+b6LDp2/llg6M0I59+b67Po2PlngaE3I5x/b65v1LEXrl64NgqUsTXyxDU24tPjdf7T/hjbN+c/NuLT43X+0/4Y2zfnPzbi0+N1/tP+yO2bF65euOYWk1nY44krCwy9GeH8e3N9Fh07/yww9GaE8+/N9Vl07PyzwNCbEc6/N9c36tgLVy9cGwXK2Bp54hob8enxOv9pf4ztm/MfG/Hp8Tr/aX+M7ZvzHxvx6fE6/2l/5PYtWbiuv299GOu/VatWBQSv/xunDzZs2ODsRxz/zn+c817yvfN3/hILvh5fLPj8Hx9zPc+df778UUQnC9et5G7kGOQo2H0ZrweQxHwZrwec/3jZY+TO3/mP2wPjHr3Pf+c/bg/kPXovXElx7oVr3oE7b+v8wDVvD+et3/nnzWfe1jn/eXs4b/3OP28+87bO+c/bw3nrd/558/HC1QvXvCO0J+s8cfXk+Ey6df6ZgOjJDOffk+Mz6db5ZwKiJzOcf0+Oz6Rb558JCGKGF65euJLQGLfYE5fzH7cHxj16n//Of9weGPfoff47/3F7IO/Re+HqhWveEdqTdX7g6snxmXTr/DMB0ZMZzr8nx2fSrfPPBERPZjj/nhyfSbfOPxMQxAwvXL1wJaExbrEnLuc/bg+Me/Q+/53/uD0w7tH7/Hf+4/ZA3qP3wtUL17wjtCfr/MDVk+Mz6db5ZwKiJzOcf0+Oz6Rb558JiJ7McP49OT6Tbp1/JiCIGV64euFKQmPcYk9czn/cHhj36H3+O/9xe2Dco/f57/zH7YG8R++FqxeueUdoT9b5gasnx2fSrfPPBERPZjj/nhyfSbfOPxMQPZnh/HtyfCbdOv9MQBAzvHD1wpWExrjFnric/7g9MO7R+/x3/uP2wLhH7/Pf+Y/bA3mP3gtXL1zzjtCerPMDV0+Oz6Rb558JiJ7McP49OT6Tbp1/JiB6MsP59+T4TLp1/pmAIGa0Llwff/zxcOKJJ4Y777wzbCVFXwny9fetn3LZ+++/H2666aZw1113hW+//XZqm3x57733whVXXBFuvPHG8Pnnn4s4fP/99+HJJ58MzzzzTLj77rvDyy+/XG1j7WXHt99+Ozz33HPytVp/8cUX4cEHHww//fTTRA49sO32P94evvrqq1o5Glh6ZMfnn38+nHrqqUF88MEHH4Rrr702XH311WHLli3SrOi1lbhSPhNnWG2Y/+r4xxwYZ+nbihdsi/VI+1jO4lTaj2kd859l/ovfYj4L5RnrEf0xT5Hr9sgPjz76aHjiiSeqf8hLb731VtWU8a+zU/opaR3zt8ZmzXVpl/IzywfY19LJYo9xgbzNcUhs1nEiMsuelP2y39DXdfwZE2vcll/RzpJb/mY8GQfIb7755uocTZ+HMJtZexlLbCeLO2lfwjrmz3ynx8ryZxv/pvIG019nW8yPxY3FNWWPHntpn2P+GJ81N+NxW20YHzavWXvpKz7Os7iQ9jF/S3+KsxUXoruvdePCFQXLfvvtF3bbbbfw7LPPhk8//XQ0hStAb7fdduGhhx4K5513XjjwwAOrYlRDQ3Cgzdlnnx122GGHcNhhh4Uff/yxaoICENvwb/vttw/Ql2qPnb777rvK1+eee+6kGxyMoGPPPfcMP/zwQyUXPY888ki48MILw4477lixYXLsZOmBHMF7wAEHhN133z288sor1RiR5NAnTnRRdGNsmJylL3HiYj7TfrDaMP8JHyteLA7SPuYs/VvxYulBeya34lT0j22t+c86/+G7mM9CeFp6IGM8rfbXXXfdJBdJTrrhhhvQtLpQJbI4T7G4q3Ys8D/N3xqeNdd1O+Znlg+wr6WTxR6LH5FbeSU1v+P4ZPak7NfjH/rnFH/GxBqz5Ve0s+QWf8aTcZD2++67bzXPd9ppp6ovZjNrL2OJ7ZT2pecDzZ/5Tnwka2t+ib9iHrJP7F+WN9De0l9nW6y/Lm5iril7ZAwlrjV/jM+am/G4rTaMj8RFnKdZe/TFjvNWXIhtMX+mn3EWO+O4EP19rRsVrihUUNDsv//+4bPPPiu6YJW7xQgGWY499thwzDHHVF+/+eabsPPOO4f7779fNlfrO+64Y3LnAoU92qC4RPG6xx57hHvuuWeq2GXtRemZZ55ZHXguvfRSEVX7487nXnvtNSmKzz///AD7sKAvXFi45ZZbApOjHa7QxHpwB/eggw6qinIpitEWfpCxYBLgxPbFF1+s+iv5vzhxWT6Lx2+1Yf5j/BmHFE/YEccL08PkLE7jMY7lu+Y/y/wXf8V82vJkehhPqz3annXWWeHLL7+sNksuw8GM8a+zU/opba35W2Oz5rq0S/mZ5QPsa+lksce4sLzC+IrNcXwye1L2i64S1in+jIk1bsuvaGfJLf6MJ+OAp+HkKS2ch+B4/dJLL1XnCNY5DGsvY4ntZHEn7UtZa/5NeLP51ca/qbzB9NfZFvNjcWNxRSHGjhelcGbj0PzRxpqb8b5WG8aHzWvWnh3nWVyIbTF/Sz9ignG24gL1Rd9Lo8IVRRcS4D/8wz+E//zP/wz33ntv8cUrYGJBwOyzzz7hoosumrA68sgjg74TOtnwt/YnnHBCuOCCCyrxq6++WvkO/sNdDNy51Av06/bYhqsbxx9/fLjtttt+1g+SiRSu2PfQQw8Np59++kQlbFu1apUpF5vQWOvBdzx+DBsPOeSQcMkll1R3lyF/4403Kvkpp5wSLr/88qoIRwFb+hInLow39pnlg7hNnf9i/hYHxll4WvFi6YG9TF4Xp9ZYS5YJf/h+lvkPH8V8FsLT0gMZ48naQy4LTmzx9AYOfhb/OjtFT4lr4Z8aWzzXWVvt57p8oHWy2DvnnHNq8zv21ccVi6/YG8enyLHW9uB7nf163yF/ZvwZE+t8gPmVyS1/iw9jnoyDPPaP/T788MPq2I1H/VgOs9rjQhaW2E7YYJ1vyHFIbC1hLfyb8mbzq41/Y7/pvGHpr7Mt5gf9Vtzgp29NuGp7YltL+y789bjiXKi3yWfdpo4P9kEbydOp9uw4b8WF2BLzT+mXfbAWzriB1SQu9L6L9blR4YpqHEXN9ddfXz2Ois/4PaXcnSxxLYUr7k7g8Vs4SpYjjjhiqpAVOQ4QuDsJ/+AONe5oYIEO/JYM2/Co7SeffFLJrfa4o43He5BMbr311mThCiW4IiKPByMwDz744Mo2Jq86Nk5I8Ag07EaxfNlll1WfccECC+76Yhv+ydVc0VPquovEJb5h/rP4Mw6MJ4sXpofJYSuLUxnHmNbCf9b5z/i05cn0MJ6svWZ42mmnVTldZBZ/ZqfsU+pa+KfGp09SUu1iP7N8AB1aZyr2UlysvALdFt+6ONH2yBhT9kuboa8Z/xQTPWbmVyaXfS1/M551HOTuGvpscg4j7XHniNmZijsZQwlr4d+UN8ZszS/tiyb+1e3jvBHrf+eddyhXxg/6rbhpwjW2R9ta2mfhr8dlzU29HZ91m7rYief1Rx99RHmy4zz6jOMC9YXFv84eGYvm3CQuZL/FXNcWrnhM+He/+131DwUqvv/TP/1TOOqoo0ZVuKKIlIUVrrIdd6RR5OFlTHpBQKFwxQuu9CLtn3766ep3xHiMF78hxl3e4447rvos7fXEgAzBv8suu0wKS/SLlygxuaUHBS/GhH9Y8P3www+vHi/Cyx2g/+KLL67WsF+uyIquEtddJC74pYn/NH/GweJ51VVXmfGCOGN6mFwzZHGq25T+WfhLsl/I/E/N57Y88X6BOC+kOFvtkVNkkceE9R0B2ab5W3Yiv5S+CH+M84UXXgjXXHNN5X8wlSXOxSLX69jPdflA60zFXhMuklfYceixxx4z84eOE20PxlVnvx77kD8z/g8//HB1cpnKBzh+WvMP88qSp/ytfah51nHAMRrHavymMRVHol+3Z/bDziZxJzqHvBb+TXwXj1PnT9nW1L/SPs4bIsda9G/YsMGMRbzrhMUZi5s6ril7tG2lfBb+ejxxLtTb5LNu0zR2ZF7jDikuMMW5BTzbnLexvP7uu++a+vXTpDHnuriQcS/2urZwRbH6X//1X9XvWxH0+I5HRsdSuCKJx4/ZIIhSj8dI4n/qqaemeEKOx3zxmxO9SHu87TMuQlGI4mVQeJwPi54YogO39BFwmADyUhVsY3JLz5VXXjnVD36sjefh165dWz1OCBuRMHHXGC9pKn3pInHBR038J/wRL4wDdMU83/zrmzRe8FZRHTfCM6VfmLI4le1jWAt/+GKh879uPjfliac3WF6wOB999NG0veQRPA4kv12Pecb8YzvHduEKJxQnnXRSOPnkk6tHs8VfVi6WbbKO/VyXD7TOutir44L9cQLLjkOwjcWVxIm2B2Oqs1/GPfS1zH+MQ/N/4IEHavMBjsWWX1PzmPlb+1HzTHFA/7vuumt4/fXXq93xUpdUDovb4zhv2S/Hk7q40zYP9bPwr5uD1viwjz7Pa+tf6Izzhu5H9ONdIxbXlStXUn74qxj4eQh0xOdzKa4pe7RtpXwW/no8cS7U2+SzbtM0dtAOeRpPZVo8UWu0OW9L5fW999576mnRuJaxOKfiQsa92OtGhSuu2KIgwp9xwR1XvCHtD3/4wyjuuAIIfoyMx3fxCI38bkQOCuvWrateO4+3bwE6FlylwNVO+AqvrpbfteJ5dFxRwW9EWXsdACg28ONqveBqDJIigl0vmzZtqu66yhtCZRuTx3rAFoxxB0Ym0urVqwMO1DJ26MQEw/P2pS9W4op9Bh8If/FH3Ib5j/FnHEQ/44ntOl6YHiZncSr9jm2t+c8y/7XfNB+RN+Up7bHWehhP1l7keBwId+xlqeOfslN0lLTW/Nm44rmOdnE+iP3M8oH0EetMxR72ibmwvFLHF7p0XDF76uyX/Ya+TvFPMYn5M78yecyf8WQccI6Cl0GuWLGiig0U3UuWLKkueMtxXJ/DsPZSSDM747gbOu/Yfs2/CW82vxbq3zhvMP0p22RMel6zuJG2jGtsj7Qvda35yxjjuQl5PN/jNowPm9esPTvOs7gQm7HW/Jl+ac84s7iQ/RZ73ahwxV1WAEFhg6uGeHQYz2NDXuo/+Y0rgKCQw9V2XA1B4Ym/0yoLrljgT9/gN7+4Oyo+wo/gseDvoUKOf/Ad7pJhWbNmjdm+2vi3/1CE6tv42AcFMfrAFRjYhYBevnx5JcejI7IwObZbeiDH1TjoxtuFly5dGrZt21b9W7ZsWaUffyYHnyEvfYkTF/OZ8AcLqw18ZfkPba14YRxSPIVFHC8WT6afxanoHtta859l/mu/aT4L4Sm6tB7IGGfWHncAcLdVchHaMf5N7JR+Slpr/ta4rLmOdjofWH5m+QD7WjpZ7DEuLK8wvnpscVxZ9qTs17qG/jnFnzHBmDV/8UHsVya3/M14Mg7yFlE558B648aN9ByGtRcbsdb2s7jT7Uv4rPk34c3mV1v/wndW3mD6U7YJB82PxU2Kq2WP6C51rfljjNbchFzPd6sN48PmNWuPvqzjPIsLzUXzT+m3OKfiQvex2J8bF64oUD/++OOA56RLLVb1uHThKlDwyA0mvl5wG10WvFAp3o5t2A/Pu8cLax+3S33H4x6bN2/+WRMm/1nDSACb8MPueMEY4J+xLHHiYuPW/FkbyC3/pfjHHLrmGesXG604TY2r1G0W/4XOf8tHC+Vp6YLM4snaQt40T3VtZ8qmnLZZ/JvYF+cDy8/QY+WDlP449lJcWF6Bjq7md1v7U2PLcVsT/jETjCPm38XYGE/obsvBsrmNjam4a6Mn97YWf8t3mje2dzW/rLyR0m/ZlvIx2uvzuTqulj0p/UPfZvG3xqT5W9tFZvGpm9eWz63jfCoupP94bdmDNnGfdXER612s760KV13Ylf7ZKlwXC4r3078Hmiau/i11C+bhAec/D68OR6fzHw6reVjq/Ofh1eHodP7DYTUPS53/PLzanU4vXMnjzl64dhdkQ9TkiWuI1Lqz2fl358shanL+Q6TWnc3OvztfDlGT8x8ite5sdv7d+XIemrxw9cJ1HnE1eJ2euAaPcKYBOP+Z3Df4nZ3/4BHONADnP5P7Br+z8x88wpkG4Pxnct/cd/bC1QvXuQfZEDvwxDVEat3Z7Py78+UQNTn/IVLrzmbn350vh6jJ+Q+RWnc2O//ufDkPTV64euE6j7gavE5PXINHONMAnP9M7hv8zs5/8AhnGoDzn8l9g9/Z+Q8e4UwDcP4zuW/uO3vh6oXr3INsiB144hoite5sdv7d+XKImpz/EKl1Z7Pz786XQ9Tk/IdIrTubnX93vpyHJi9cvXCdR1wNXqcnrsEjnGkAzn8m9w1+Z+c/eIQzDcD5z+S+we/s/AePcKYBOP+Z3Df3nb1w9cJ17kE2xA48cQ2RWnc2O//ufDlETc5/iNS6s9n5d+fLIWpy/kOk1p3Nzr87X85DkxeuXrjOI64Gr9MT1+ARzjQA5z+T+wa/s/MfPMKZBuD8Z3Lf4Hd2/oNHONMAnP9M7pv7zl64euE69yAbYgeeuIZIrTubnX93vhyiJuc/RGrd2ez8u/PlEDU5/yFS685m59+dL+ehKVm4rr9vfRjrv1WrVgUEr/8bpw82bNjg7Ecc/85/nPNe8r3zd/4SC74eXyz4/B8fcz3PnX++/FEIJwvXreRu5BjkKNh9Ga8HkMR8Ga8HnP942WPkzt/5j9sD4x69z3/nP24P5D16L1xJce6Fa96BO2/r/MA1bw/nrd/5581n3tY5/3l7OG/9zj9vPvO2zvnP28N563f+efPxwtUL17wjtCfrPHH15PhMunX+mYDoyQzn35PjM+nW+WcCoicznH9Pjs+kW+efCQhihheuXriS0Bi32BOX8x+3B8Y9ep//zn/cHhj36H3+O/9xeyDv0Xvh6oVr3hHak3V+4OrJ8Zl06/wzAdGTGc6/J8dn0q3zzwRET2Y4/54cn0m3zj8TEMQML1y9cCWhMW6xJy7nP24PjHv0Pv+d/7g9MO7R+/x3/uP2QN6j98LVC9e8I7Qn6/zA1ZPjM+nW+WcCoicznH9Pjs+kW+efCYiezHD+PTk+k26dfyYgiBleuHrhSkJj3GJPXM5/3B4Y9+h9/jv/cXtg3KP3+e/8x+2BvEfvhasXrnlHaE/W+YGrJ8dn0q3zzwRET2Y4/54cn0m3zj8TED2Z4fx7cnwm3Tr/TEAQM7xw9cKVhMa4xZ64nP+4PTDu0fv8d/7j9sC4R+/z3/mP2wN5j94LVy9c847QnqzzA1dPjs+kW+efCYiezHD+PTk+k26dfyYgejLD+ffk+Ey6df6ZgCBmNCpct2zZEu6///7wwAMPVP8efPDB8PLLL4etpOgrQb7+vvVTLnv//ffDTTfdFO66667w7bffTm2Lv7z99tvhueeem4jfe++9at/b/3h7+OqrryZyppPJZcdYf6r9F198EcDrp59+kt0D7LniiivCjTfeGD7//POJXD48//zz4dRTTw3wAex99NFHwxNPPFH9e/LJJ8Nbb70lTYtdN0lclm8th8S8Pvjgg3DttdeGq6++OmBuyZKS33zzzeHOO++c4oX2llz0teWo20MHs0f0x+MSeQnrOv6pORePP/YT8yvT+f333wfMu2eeeSbcfffdVe7VfTTVz/pl+Yn1Wxd32rahfp6VfypvMs5t5eLbmH9bOYsLxpnJpd8S1jF/xkaPlR1XrX1T8cHmo/QV52mRx3HA9DA7oSc+pqXslH5LXC+EP8uX4p+Yj8hjnla8oC3jyeajZU+Kp9Ve+k2dL8o4SlrH/DG2eG7E42UcLJ5dcmDcmNwaS8oeGWccpyLvY92ocL388svDdtttN/XvyiuvHE3hisDD+B966KFw3nnnhQMPPDAgKKzlu+++C7vttls499xzq81IVtj3kUceCRdeeGHYcccdw6effhqYTiaXvmL9qfYoatD3nnvuGX744Ycpe84+++ywww47hMMOOyz8+OOP1TYE7wEHHBB233338Morr1RjvO6666a4Q98NN9wg5hS7thKXHqzlW71dPse8kNzgQ1wIQBECBkiITC7xs++++1b77bTTTgE6mRz9tuVotWf2sHGJvJR1in9qzsXjb8o/pRMXkBAz+Lf99ttXuUP6aaqf8ZQ4ivMT9Fv9Svs4HsWeUtaz8md5k3FuKxc/x/zbyuviIuY8Rv6Mjfgaa/FLfFxl+7L4ED3WfLTytNgQxwHTI/LYTuixjmnMTum31LWe/4xhPHYrX0qbmA/kFk/Wl3CL40Lk8TyFfsueFE+rvei34kXGVuJa88f4rLmhxy1+ijkwnl1ysLjBNia3xpKyx4pTPfY+PtcWrjipPu2006o7Q7iT+uGHH4Zf//rXAWBLuLPKxgDoshx77LHhmGOOqb5+8803Yeedd67uQMt2vT7zzDOrE8xLL720Ep9//vkB+2NBgYii9pZbbqlkls66vmL9qfYornFnb6+99poUp3fcccfkjumzzz5bjQVFLe7IHnTQQVVRLkUuZGeddVb48ssvK/tl7JiMpS9x4orHa/k2boPvMS/EFeIHPsbBDMXIiy++WCUZS37iiSdO7t6DF9q/9NJLgcnbcrTaw25mp4wxHpfIS1mn+KfmXDz+2E/Mr0wncsYee+wR7rnnHvNiWVP9rF+Wn1i/LO7icQ/9+yz8U3mTcW4rF//G/NvKWVwwzkwu/Zay1vwZGz1Wdly19oXP2XGVzUeWp8WGOA6YHmYn9MTHtFQcS7+lrtvyZ/lS/BPzYTyteMHTjownm4+WPSmeVnvYnooXGVuJa80f44vnRjxmxsHimZr/bTmw9kxujSUVFyxO4/Ev9vfawjUu7HDF57e//W31yGK8raTvCC4sALfPPvuEiy66aMLmyCOPnNxRnQhDqO6qHn/88eG2226rtmPfQw89NJx++umTZth31apVps5zzjnHlMvdW/g+1l9nG66u6MJVDIFtJ5xwQrjgggsqER4nRlF0yCGHhEsuuaS6uyxtZY3CCXdvMSlKX+LEZY2X+Vbaxrwgf+ONNyo/n3LKKQFPMqAoQQHL5PqxbFw0AiNcOGDythxZe2YPxmCNS8ZcyprxnyUfMP746QGbx6+++mrFHNxxtxV36mWxODBulhz9WvkJOYH1y+JObCpl3QV/8YXkTVyssjizvM/k7Hgg/VlxgW2W3IoL5CPGmcml71LWwr/NfMfY9XG16b46Pth8ZHna4op+mR7ho+0UGdapY5rYOabjf1OGLF9afCCzeLK+kAcYTzYfU/YIb82zrj2LF9FV2lrmvx5Xam5YHPBot5XvJX+L7lk4MG5MLn2mxqLtseJUdPS5bl24/vu//3v1+8iSilRrLFK44m4jHu+Fo2Q54ogjpgpZyD/77LOAxzhxMnjrrbdOCltcKZPHgzH5Dz744OpxY0snHkO25CiaLf1NbLMCFBMKd/dwMoxHg3EnFX3jO4ruyy67rPqMuzx6wZ3366+/XouK/Wwlrniwlm+ljcVLtuFuPHyNf/q30Ewu+yEmwQ1X//Si5W05ptpb9qTGpW0a+mfGv8mcw9hTfor9WqcT2/EbV7DHo+WffPJJK/3CIu4Xcis/yUU6q1/RhbWOOy0v4fOs/LUPJG8yzizvMzk7HqBPFndMjn2suND2M85Mrvcd6mfhz5jJHNHji4+rH330ET2e6/0kPiBj85HlacaV6UEfsZ04/suSOqZpO6V9qeuF8LfyJeNj8VyzZg2NlxRPYRDPR8seaYt1zJO1T8WL1lfSZ+Gvx5SaG7qdcAB7dj6v28/KgXFjcvSdGou2x4rTuC7QY1msz60KV3lMuPQXM6GQRfBhAXwEH4pRWeLCFQXpfvvtVz2Wi9+v4qB23HHHVb9lxaTfZZddJoUKihUUhpZOOVGJ+8JvYy397777rqlHH1RTAXrvvfdWdj399NMBY8I/LBjP4YcfPnnEGTJ5TFhfWRJ/lLjWieuFF14I11xzTcUXvpKF+TYVD3gZFuLh4osvrtYoRHAHlcmlL7RBW/wmTS9ajn7bcEy1t+xBLFtxiJgvbWH8H3744do515b/a6+9VqsT/kXBihh47LHHKAeLWyq+rPyEl4bpRfp9/PHHJ2IddxNhQR9m4a/doPMmO5awvM/k7HgATtb8ZHLMWxYvMgbGmcllv6GvhT9jpo+x8VjluIo73NZxXu+r4wN6rPl41VVX0bxu8QZXS088r8VOvPRNFnZMi+2U9qWuZ+Ev+ZLlaWy3jtNHHXUUjZc6nqn5KPbo/J3iabUHZyteSuevx8fmhm6jOTTJHV1yYNwsORuLtid1fqjH3MfnVoUrEjF+34orCdZdypJkUrgCXny7H0lHHrEFNMCOi1MUqHiJEx6rwSNiaIOJj8f9kIQsndYjxOhr5cqVVP/ee+89dfc3to0FKOyWE+ynnnoq4GVbYi+24cfaeD5fFjw+IL/BFFnJazlwYYyI+5NOOimcfPLJ1SM+Mm7m21Q84K3UeNwavkdCgU/xkqa1a9eacvQFfbvuumt4/fXXq66//vrram3J23Jk7S178HuXVJyLX0pYM/54s7o1d5vmA4s/fF2nEz5FzOCxf8xFxsHSXxdfcX7CwVcv0i9+W43FijvdvoTPs/DX49d5E360OLO8z+TseICnZ6y4YHLkexYvKc5j4s+Y6fmueeMz9kFBiackLN56Xx0foseaj1aePvroo03echy39Egf2k4c/2VhxzTLTtmnxLXM/4Xyr8vTeEuvcIL/5HwrFS+MZ918xBhgj+Rv9JfiabXHPhLXOl5KZI8xCX89PjY3pE3MAS81SvHEfl1ySHGL+bOxxPZYeUfXBTL2xV63KlzxmPAf/vCH4otWfccVQPAyJTwGjEc05XeGUkSsW7eu+jMlGhySEH6Mr5dNmzZVdzfljbxMJ5NrXVp/XXvcvUXQIqix4O1nCE4sKKBxBwcv4MJddBTVuKMqCWr16tVVWhqCmgAAIABJREFUO/yHxwdw5Xcsi5W44rHHvsX2unhA4SOxhPY4wcHvCJgcMYffwa5YsSIghlBEL1mypHok3ZLj4NSGI+PO7NE+0HGo5SV8TvFPzbmF8mc68Qp6+V0rfreCOzj4DaJeNAfGjclFT5yfWL8sHkv73VtX/OO8yTi3lQs3rDX/tnIWF4wzfgpj5Z2S+TM28LXMd3ZcTe2L/eP4EH7xfGR5WtpjbcVBrIfZKXqsYxq2MTtlv9LWev6nGAp/li+1XzQfxjPVF3TFPNk8/fP//Dl53Ih5Mvvr4kWPr6TPmr+My5obwp9xQIEo53tx7QC9s3Jg3Jg8NRbLHhanoqevdePCVR4TxolxSXdW2VjkjivAoJDD3TZcPcGJI/7+qSy4w4k/KSOFIeQoTuVxIIBfvnx5VSBu2LBBdqM6U33Jzlp/qj1+M4HCFIUMrpygLWS4GwwZrsTj5Ryy4Oo75Hi78NKlS8O2bduqTbiShDuDb/71TWla/NpKXHrQlm+xvS4e4NNly5ZVXPBnh/AZMiaXtxGCmfzbuHHj5G3FIsMacixtOVrtmT3aBzoOtbyEzyn+qTm3UP5MJ/6esjDGfLXmoObAuDE5y0+sXxaPJTDXY+iCv5U3Gee2cm2r5t9WzuKCcWZy3W8JnzV/xgbjlPmOv9GOeRofV1P7WvHB5iP6svK09rWOA6YndfxnxzTLTt1viZ/b8mf5UvtG84Hc4snihfFk8zFlj8WTtU/Fix5baZ81f4yNzQ2Z/2ecccbkOC3Ha5yPMZ7Q2QUHxo3JU2Ox7EF7K04h73NpXLiiwMPLBlihV5pcF64CCLf+caDXCx7fSC14HHTz5s20iaUTjZmcKWrTHlfN43GIXmzDo+DxwtrH7Ur5HieupuOqiwfRA16YM/HC5HG7uu9tObL2XdlTZ29u25vwt+ZcF/zjuYZ+8HuZNgvjFstT+Wkh/baxMee2XfGPWcqY4VtrW1u56Jt1HcfFrPqGvr/F32Kj53vquGrtCx/FMZCaj2jP8nTs75SelJ2xHvke2ynyUtcL4Q/GbfM04xnHS4onY5Cyx+LJ2i8kXphNQ5Fb/C3b9fy3toss5inyLjgwbkwufVtryx60Y3Fq6VgMWavCtbTiNDUeq3BdDCDeRx4eaJq48rDWrejaA86/a48OS5/zHxavrq11/l17dFj6nP+weHVtrfPv2qPd6vPCdetW8y6yF67dBtrQtHniGhqxbu11/t36c2janP/QiHVrr/Pv1p9D0+b8h0asW3udf7f+7FqbF65euHYdU0Xo88RVBMYFD8L5L9h1Rezo/IvAuOBBOP8Fu66IHZ1/ERgXPAjnv2DXLcqOXrh64boogTa0TjxxDY1Yt/Y6/279OTRtzn9oxLq11/l368+haXP+QyPWrb3Ov1t/dq3NC1cvXLuOqSL0eeIqAuOCB+H8F+y6InZ0/kVgXPAgnP+CXVfEjs6/CIwLHoTzX7DrFmVHL1y9cF2UQBtaJ564hkasW3udf7f+HJo25z80Yt3a6/y79efQtDn/oRHr1l7n360/u9bmhasXrl3HVBH6PHEVgXHBg3D+C3ZdETs6/yIwLngQzn/BritiR+dfBMYFD8L5L9h1i7KjF65euC5KoA2tE09cQyPWrb3Ov1t/Dk2b8x8asW7tdf7d+nNo2pz/0Ih1a6/z79afXWvzwtUL165jqgh9nriKwLjgQTj/BbuuiB2dfxEYFzwI579g1xWxo/MvAuOCB+H8F+y6RdnRC1cvXBcl0IbWiSeuoRHr1l7n360/h6bN+Q+NWLf2Ov9u/Tk0bc5/aMS6tdf5d+vPrrUlC9f1960PY/23atWqgOD1f+P0wYYNG5z9iOPf+Y9z3ku+d/7OX2LB1+OLBZ//42Ou57nzz5c/iuBk4bqV3I0cgxwFuy/j9QCSmC/j9YDzHy97jNz5O/9xe2Dco/f57/zH7YG8R++FKynOvXDNO3DnbZ0fuObt4bz1O/+8+czbOuc/bw/nrd/5581n3tY5/3l7OG/9zj9vPl64euGad4T2ZJ0nrp4cn0m3zj8TED2Z4fx7cnwm3Tr/TED0ZIbz78nxmXTr/DMBQczwwtULVxIa4xZ74nL+4/bAuEfv89/5j9sD4x69z3/nP24P5D16L1y9cM07Qnuyzg9cPTk+k26dfyYgejLD+ffk+Ey6df6ZgOjJDOffk+Mz6db5ZwKCmOGFqxeuJDTGLfbE5fzH7YFxj97nv/MftwfGPXqf/85/3B7Ie/ReuHrhmneE9mSdH7h6cnwm3Tr/TED0ZIbz78nxmXTr/DMB0ZMZzr8nx2fSrfPPBAQxwwtXL1xJaIxb7InL+Y/bA+Mevc9/5z9uD4x79D7/nf+4PZD36L1w9cI17wjtyTo/cPXk+Ey6df6ZgOjJDOffk+Mz6db5ZwKiJzOcf0+Oz6Rb558JCGKGF65euJLQGLfYE5fzH7cHxj16n//Of9weGPfoff47/3F7IO/Re+HqhWveEdqTdX7g6snxmXTr/DMB0ZMZzr8nx2fSrfPPBERPZjj/nhyfSbfOPxMQxIzGhesbb7wR/vu//ztceuml4fXXXw9bScFXinz9fet/5rIvvvgiPPjgg+Gnn3762TYI3n///XDTTTeFu+66K3z77bc/a/P222+H5557rlb+wQcfhJtvvjnceeed4fPPP/9Z++effz6ceuqpQWx87733whVXXBFuvPHGqfbQc+2114arr746bNmypdLz1VdfhUcffTQ88cQT1b8nn3wyvPXWW9U2pkcMiPsVeYnrusRVxxo+Yf78/vvvA/z+zDPPhLvvvju8/PLLUy6M/cz6svhKv4jD2/94ewBvWZg9sj2OT9a+Lj5F35DXMX/GQI+R+UvaxFzR3uIk7WMeIm+qx4qP1PwX/Va/dblP9i1lvRD+dfO6rV9jzvCtxYH1y+KLzV8rxpvESynM9Thi/sz3eh/Lf9ieygsWT+yDY8O7776r1YeHHnooXHbZZdVazkH+8pe/TI7l2AfHlR9++CEwORTipA/nCi+99NKU/g0bNlTneE899dSU3Op3qkGBX2L+jK0eOpuHTM50svlp5XP0n9ITn/+hPdPP8oUe41g+L4Q/fGPNZ+ZvxpPJU/pjzqm8zfJRHX/r+NVXPDQqXFG0brfdduGBBx4It912W/jFL35RTZZSilRrHFIUChgUkvDBnnvuWR0YRC5rJA9sR5I/77zzwoEHHhiQsGT57rvvwm677RbOPfdcEVXrWI7ggJ599923Wu+0004BbbAgGA844ICw++67h1deeaXSL+3PPvvssMMOO4TDDjss/Pjjj1Vygh4UqCiOsA2T6rrrrqv0Ypv8u+GGGwLTw/qtDCr4vzhx6aHWsUbblD8RW+L77bffvppL2Mfiy/pCcrP4Sr+PPPJIuPDCC8OOO+4YPv3006Q96JvFYRxXot+KT+2joX/W/BkDPUbxS+wvtLG4SvuYk+iMebTVw+KDzf9Uv3W5T/Ytad2WP8bO5jW2WTyZX614gQ7W3uqXxZfI4/nLYrwuXkpirsei+ad8L/sw/4m/rbxg8fzkk0/C/vvvX+X2xx9/XNQH7H/MMcdUNw322muvqoD98ssvq/wuxxKske8//PBDU/71119Pzk3+7//+b6oPXAj/3e9+F44++uhKLhfYrX4nRhX8QfNnbOPhW/MQbSw50ynxEs9Pls+ZHtae6Rc5Ox7FYy39+0L4W/NZ/NqUJ+MGf1v6WXuWt8WeOB+JnPG3jl99xkCjwhV3/n7961+Hzz77LCCxIkHiyp5V8JUiQ7LRC4pQXNXAQQOFYbwce+yx1YEF8m+++SbsvPPO4f777580O/PMMyu/4Y61XmL5iSeeOLkr++yzz1b74MoorrAedNBBVUGMK6qy3HHHHZM7pmiPfrEd9stnBB2Y/e///m8466yzAg54WMROJD+mh/Ur/Ze61okrHmMda7Rn/kTs7LHHHuGee+6ZurDB/Mz6svi++OKL4fzzzw/YBwv6wsWSW265hdojY4vjkNnP4lP0lLLW/BkDPVbmL8aVcRKdMY+2eqz4SM1/1i/kdblP9i1p3ZY/m9fik5gn8yvjzNqzfll8sflrxThiiB0vZFylrjV/5ns9dst/OP6zvMB04tj98ccfV4Wn3PnE/EMex5NSWK666qrqXADnBXi6S5Zbb701/P73v6/utlpyuQGBohULjgu4MI7zuksuuaSSIf722Wefqi/WL9qUvmj+jK32AZuHTM50svlp5XMc75ke1p7pZ/lCj3FMn9vyh2+s4yTzN+PD5Ey/1T51nGf5qI6/dfzqMx4aFa5IkCh8/u3f/i1cfPHF1R0/FLClFKnWOBAQ8YIrHlbhKsn+oosumuxy5JFHTu6u4irG8ccfX92t1ndcLbk8tgtFuHIKv6OwxCPK+HzIIYdUBxnc2dULbDjhhBPCBRdcUInlIHXKKaeEyy+/vCqWUMDqBYUu7iAjucoS66nrV/Yrba0Tlx5bHWvdFp9jf7766qsVR7DE3VbcEcdi+TnVl8UXj6cfeuih4fTTT5+YgTiUmLDsgcyKQ1EQ28/iU9qXshb+KQbWWGN/Ma4pThaPtnqs+Kib/1a/MkaW+2R7aeu2/Nm8hl/a+NXirH0bc7D6RQyy+LLmLx4RQ7HCjl/Sv3W8kG2lrYW/Hlfse9nWJEfEeUH2tXTigjLunErhirb/+q//Wj01tWbNmqqIvffee0VFtRYb9D7YoOV/+tOfKh04d8OyadOmqe+QIZ7wdJa0qeu3UlTgf8Jf/Fc3N6x5KP7EsV4f71M6rfmJ8z8rn+N4z+at1R7539KP+c/yRYFoGw2pLX9RGs9ny9+MJ/gwbkx/XXvsZ+VtxKDUC/ic4p86foldi71uVLiisMPJr0zAxx57rOiiFeNtU7jKIztwpixHHHFEdSKAq5m4qokkgyuiUrgyueyPtVxNwZUcPH4M/+NRbfzOBZ9x1w4LEg/urkKGR4lx4MOCu7vCTB79qTb87b/TTjstXH/99RORpSfV72THAj9I4oqHlmIdt7X8iTbQgScWwExOEiw/4yQFJzBWXEGPxRdXzuTxYCSkgw8+eHJCatmTikOrvR6jjk8tL+Gz8J+Vt8UV85ZxYjza6mHxodno+c/6lfbxAVnkpa4Xwt+a1239yjiLny0OVr8svkQP1jJ/YWMqz8g+Ol5EVupa+OvxWb7H9rockcqjlk6rcEUfcizHxXPkdr2gj1/+8pcBjwPrRcvx+CDORXA+gSUuUnFTQvqQwriuX91XSZ+Ffx1bPWa0jY/r2B7L33nnnUbzTean8IqP93W2xe21rfis9TfJF/H+JX9fCH/4w5rP4iftb8gYHyZn+lPtsU+ct618xPjXHb9kbIu9blS4YqC/+c1vquIJa/zGFWCtO5WlyBBk8cKCUhIIClNZULjiN4b77bdf9YgxfmeIq3bHHXdcdTXTkqONLLgqg6IGz7DjIAV9+IcF3w8//PDJI6GyDw42OPDgJQ14qdMuu+xS3SHHGrqgUxZ5TFhfEZJtoufpp59u1K/sV9JaEhfG9MILL4Rrrrmm4vjwww9XB52Ytb4iG/tB/AkuesFVbXDBhSCL71FHHUX7YnwxV8FbTkCwxsu59CL2gG9dHGI/aa/t1/GpdZfyWfizud2Ed2r+WJzwCKDFA3FixQceE7P0gDeLD+Gj5z/yidWvzkcs94m+0taz8Nfzuo1fm+T5FAfpF7+NZHEhnPT8bRLjOl5ER8lr4a/HyHzfxH/QY+VRS6dVuOIlbvjtKy58I6evXLlSm1adMOOprniBfpHjIjUuUEhxGxeu2Bd5Axe/8Y4OPIlV12/cXynfhX9Ttnrceh5acrwECxxS5xB6fkKHlc9fe+01qsdqr8//Yv11+UKPYwyfF8rfms/wV+xvxofJxeex/rr2qbyt85HFn52P6PMCsWux140KV0yw3/72t9XLffAjXvzeFXf+SilSrXG0KVxxwhE/soETTRxc4iICBx0cGCy5HCwQbLvuumv1IgYEBA40V1555eRgAhmunuLEVS9yAorHhdauXVs9BgwZEinu7uElTbLo38OKTNZaT5N+Zb+S1pK4MCY8KnHSSSeFk08+uXpBmcVaP44b+0H7U2+DHFfP8Sg+8zPrK8UXv5NCDCEx6Zc/Sd9iD34zlYrDuL08hmbFp7QtZS384SvGgI1V/At/Ma7YN+b05l/fpDzw1nDJD9hXz/9YDw6SqfjA/nr+g2ddHMQHTDb2UuSz8se8ho/b+jUVL/BtioPOJ2hrxQXk8fzFy6DqYlzHSymMU+MQ/roN833THKHzgui1dIIPChvJt3iEEHH05//5c7UbLqLqlzaKXv0yJzSM5bgbKE/4YLtVuEKO38jhJ0Tbtm1L9lsZU+h/wr8pW+0G7CPHdUuO36am5ls8P3H+Z+VzyJgeq72c/1n6YSfLF3oMY/m8UP5sPsfn84wPk4vfY/117VN5W/KD5JmYf+p8RP+8UGxbzHWjwhUB/3d/93fV20lR5OENWXjczSr4SpFZhSsK+PgxnXXr1lV/tkZedIDHOuS3qfizQXrBySZ+5BwvWo798fKeFStWVL9BQdG0ZMmSqrhBEYI7pBJwq1evrt4Wi+DEgqsmODDh7cF4A7R+LAhX/vH7KVnw+ACuqMiCCxKWHvypFqtf2a/UtSQua3wp1hIPzJ/4Exfyu1acOOAEBScmzM+srzq++P0SLpLgjdFYmD16fDoOWXsWn30nMj2OLj5r/owB+qnjzbiKjTEnkWOtebTVUxcf8fxn/Yrcyn2yrcR1W/5sXmvfaJ4ij/1axzluX9dvHF9s/uKESI4X1vErFS8ylpLWmr+MK/Y95DL/WY5geTSlE8cDHBfk5z3IrTgnkJc94k/dCCvowVNZctwXvZYcdw/1BWy8WRQXvxETKHrBHQtY408f1vWr+yrts+bP2GLMwp/NQyZnOtn8xF1azVzO55gelv+Zfjl+x/miNK5Nx9OWv+iNcwTzN+PJuDH9de3jvF2Xj1L8reOX2LXY60aF60cffVQ9mopHhPF2OzymClkpRao1jrhwxe8NcXBAEYer4igeseDOqvwJGtyRwxUwHHTwd9LiBUWE9Yihlsvbu1B0yL+NGzdWqvCmQPSPtwsvXbq0uiIKu9AOctzJxY+1seBq6bJlyyqb8edz8BkyLLjihgMYrqjIwvRgu9Wv7FfqWieueIxgz1hLPOBvqFpc8GcHhCt4aQaWn1lfjC9OfJcvX15xR3KUJcVX2ug4ZO1T8Sl6Slhr/owBxlnHG20sroyT9p3m0VYPiw/oseZ/ql/EgpX79D6lfW7LPzWvxTcxT+ZXK16gw2rP+mXxxeZvKsbr4kXGV9Ja82e+h1zmP078rWMCy6NMJ56OwrEdxwi8iFGO5/qlXTjW4ycrsuBNoTi+x4slR1xgLuNlLDgvwGN/whd94s4Qnu6QQibVb9xfSd81/9TcEP5sHjI508nmJ8vnTA9rz/SzfFES0zZjacsfHKz8zPzN+DA5bLf0p9rLvNbnmCwfNeEfH7/a+LPrto0KVynstmzZEjZv3lx0wSpjjQtX5njcXtcLHrtCMM1rwUue8INpvUDG+oQ9GFO8WO1Teqx+Y50lfdeJi43LYq3jgfkT++Hqt7UwP1t9Yf+YL058MEethdljtYWsbXumZ4hyi7/FoAlv8aWetylOKX/F8VGnJ44P0W3Nf9nm61C9wyH2Qx1/bGfzOtZV9z3mnGpv9VsXF0yfNUa0HVu8WPPf8pme/9hu+a+rPIq+8Js23MXRC+SxDNtTcitOwZjpsfrVNpT22eJvsdX8rXkIvzC5bGszt6DLOp+zbBP9VvuY10LzRaynlO8L4b+Qsad4NuEmfTI9VmxZ+Who/FsVrnDkWP41LVwlcHxdlgesxFXWCH00KQ84/5R3yt/m/MtnnBqh8095p/xtzr98xqkROv+Ud/rf5oUrKca9cO0/OPu0wBNXn97vv2/n3z+DPi1w/n16v/++nX//DPq0wPn36f3++3b+/TNIWeCFqxeuqfgY7TZPXKNFXw3c+Tv/cXtg3KP3+e/8x+2BcY/e53/e/L1w9cI17wjtyTpPXD05PpNunX8mIHoyw/n35PhMunX+mYDoyQzn35PjM+nW+WcCgpjhhasXriQ0xi32xOX8x+2BcY/e57/zH7cHxj16n//Of9weyHv0Xrh64Zp3hPZknR+4enJ8Jt06/0xA9GSG8+/J8Zl06/wzAdGTGc6/J8dn0q3zzwQEMcMLVy9cSWiMW+yJy/mP2wPjHr3Pf+c/bg+Me/Q+/53/uD2Q9+i9cPXCNe8I7ck6P3D15PhMunX+mYDoyQzn35PjM+nW+WcCoicznH9Pjs+kW+efCQhihheuXriS0Bi32BOX8x+3B8Y9ep//zn/cHhj36H3+O/9xeyDv0Xvh6oVr3hHak3V+4OrJ8Zl06/wzAdGTGc6/J8dn0q3zzwRET2Y4/54cn0m3zj8TEMSMZOG6/r71Yaz/Vq1aFRC8/m+cPtiwYYOzH3H8O/9xznvJ987f+Uss+Hp8seDzf3zM9Tx3/vnyRy2bLFy3kruRY5CjYPdlvB5AEvNlvB5w/uNlj5E7f+c/bg+Me/Q+/53/uD2Q9+i9cCXFuReueQfuvK3zA9e8PZy3fuefN595W+f85+3hvPU7/7z5zNs65z9vD+et3/nnzccLVy9c847QnqzzxNWT4zPp1vlnAqInM5x/T47PpFvnnwmInsxw/j05PpNunX8mIIgZXrh64UpCY9xiT1zOf9weGPfoff47/3F7YNyj9/nv/MftgbxH74WrF655R2hP1vmBqyfHZ9Kt888ERE9mOP+eHJ9Jt84/ExA9meH8e3J8Jt06/0xAEDO8cPXClYTGuMWeuJz/uD0w7tH7/Hf+4/bAuEfv89/5j9sDeY/eC1cvXPOO0J6s8wNXT47PpFvnnwmInsxw/j05PpNunX8mIHoyw/n35PhMunX+mYAgZnjh6oUrCY1xiz1xOf9xe2Dco/f57/zH7YFxj97nv/MftwfyHr0Xrl645h2hPVnnB66eHJ9Jt84/ExA9meH8e3J8Jt06/0xA9GSG8+/J8Zl06/wzAUHM8MLVC1cSGuMWe+Jy/uP2wLhH7/Pf+Y/bA+Mevc9/5z9uD+Q9ei9cvXDNO0J7ss4PXD05PpNunX8mIHoyw/n35PhMunX+mYDoyQzn35PjM+nW+WcCgpjRuHDdtGlTuPrqq8MNN9wQtmzZEraSgq8U+fr71hOX/X/x+++/H2666aZw1113hW+//TbZ9u233w7PPffcpM0HH3wQbr755nDnnXeGzz//fCLHhy+++CI8+OCD4aeffprI33vvvaqv2/94e/jqq68mcvnw/PPPh1NPPTXAZmx/9NFHwxNPPFH9e/LJJ8Nbb70lTat1bA/0X3HFFeHGG2/8mT3YQevH9++//z5A7zPPPBPuvvvu8PLLL0/pL+FLnLia8rb4iT9iPzI564vFAePRtr2lp0k8yThKWsf847ExRrqd5U+9PZ6HTCfjyOSsX+Sda6+9tsrjyOGyWHqacGfxLHqHvO6CP8vzjDP8ZeWPNnzquFn60S9y+bvvvjuF7PXXX6+OIdh2/fXXhx9//HGy3Wo/2VjAh674s/mWOt7GeUHcGcvZPGdypofJWb5AexZHomvoa4t/3ZjZvGZy8VHMVeRxfmX5hLW3+mX5gcmh28o/0mep64Xwh5+sec3mEePJ5i+Tg0EqNuM4Yjzbyvtk36hwfeWVV8J2221XFUbnnntu+NWvfhXeeeedoovXVOGKhAB/PPTQQ+G8884LBx54YFXMWSC/++67sNtuuwX4DQuSFPbdd999q/VOO+0U0AYLills23PPPcMPP/ww1f6RRx4JF154Ydhxxx3Dp59+Wm1DsjnggAPC7rvvHsAIgX3ddddVOqBH/uFigyzMnrPPPjvssMMO4bDDDpucoFj6oQe+Ed3bb799gD9KW3Tiasrb4ge/MD9actaXxI0VBxaPtu0Z17p4Ko27jEfzF5msGSPZLmuLi2yL5yHTyTgyOfRb/eIgiTmLC1q42IS5joMd05PibsWtjKuU9az8xa9xnmec4Tcrf4ieeN4zPkzO9H/yySdh//33r2Lj8ccfn+DDsQTHLcnzZ5xxRrWNtZ/sWMiHWfnXzTfreAvXxXlB3GnJrXmO9kzeRj+zHzqsOBU7S1nH/OvGzOY1k4ufLK5WfpU8EOcT6LHas35ZfmBy6TfOP2J/qeu2/MVP8bxm80jaWzzZ/GVyFptWXEi/Mc+28r65Nypc/+M//iMcddRRVaGKO4R///d/X125L+XuqjUOBAlbjj322HDMMcdUm7/55puw8847h/vvv99sfuaZZ1YH/0svvbTafuKJJ07uvj777LPVtpdeeqnahpMFXKHda6+9JsXj+eefH9AfFlzxxsnELbfcUt2RPeigg6qiWYpc3KU966yzwpdfflm1F9uQxGSJ7bnjjjsmd2RhD8YCfdAV6xcb9thjj3DPPffQYl36GvJaJ66mvC1+zI9MzvpicYCYsHi0bW/paRJPQ2acsl3zj9sxRrqd5U+9PZ6HTCfjyOSsX+Qzmds4WUJB8uKLLwZLDw6ELI+wuNVjK+HzrPxZnmec4TMrf7ThgyvmjBvTj1z/8ccfVxdEn3rqqQk6PPWDC6g48dILa6/blPB5Vv5svrHjrfgszgtMzuY5kzM9TM7sR3srTkVPKeuYf92Y2bxmcvFTzJvlV5ZPWHurXzC18kMqb1j5B+efpS9t+bN5zeYR48nmL5ODgxWbLC4Yz7byvvnXFq64Kv+P//iP4fe///3kDus///M/h3POOWfy3Sr8hi5DwFkLAmKfffYJF1100WTzkUceObmjOhGGEHBV4/jjjw+33XbbZLt+bPfDDz+sTiB1YYmTRilc0dehhx4aTj/99Ila9HXBBRdUjxPj5POQQw4Jl1xySXXm/XArAAAL40lEQVT3d9Lobx9QiOLkA0GPxbJH9kFfJ5xwQqUbMpy4WPpfffXVSo5tuNuKOzglLpK42vCGHzS/lB8t/7K+MNdYHFg8UnFjtYedTK7ZxvGkt5X2WfjH42KM5IkKaZ/yZzwPmU7GfdWqVa3iATa98cYb1bw95ZRTwuWXX15d7MBPHFhcyTiw1tytuNVtS/k8K38rz+MEse7YofNHah5rP2s+dXKtX9riAiee5NGF6xFHHDHJ8zgJxsmRLFZ72VbKelb+1nzDBSNZwFYfbyGP84K0teQsvzB5W/119ltxJPaWsLb4szGn8ndqvltcWX618gnOG632zJ74GFWXN3CRqsnxoQTe8Rja8Nf7xvOazSPGk81fJpe+49hkcWHxZOcTTI76o++ltnBFAYo7rvJ4MApZ3IlbuXLlKAtX3M3EQR6OkwUHeV3IQv7ZZ58FPAaMk8Nbb711UrjKPljL1Rh9UhAHIK6EyOPBmBQHH3xw1RceUUbxiKL4sssuqz7jLqheTjvttOq3SZCl7MEJFe7GQB8ePcaJSUo/fIDfuGIfPHKIx8dKWyRxNeUt44/5MT9a8jVr1tDYYnGAfi0ebdszPTIurHU8aXmJn4V/PLY28WBxseZhSifjyOSw1+oXcjz1gTmOf/Kb+5QeGbvmbsVtnHdkvyGvu+Av45c8D/Z1x444f7TlI31irbmJPNYPuVWI4piE37zi5AXxoo9vVnvRX8q6C/7WfIN/rOOtlRfQlsmxjc1zS870MDn0M/uxzYojyEtZLP5szCx/I1ey+c783iS/Sj7BHLXap84jNB8rP2C7ljfJP1pnKZ/b8JcxW/Ma21LzCNs1T3y35m9Kjm1xbFpxgeM049lWjj77XBoVrngx029+85vJSQ8OZIAx9LuqKfsRTLK88MIL4Zprrqke43344YerZIRiVJa4cEWBud9++1Xt8XtUHPSPO+64yW9TsR+ulqHoix/FigMQk2GXXXaZ8v1VV10V0Cf+YUF/hx9++OSRYshwcoHCEld2mtiDfe69996qn6effrpWP9qjYMUY9G+jIC9hkcQlB6UUbz1ezQ9+Z5wsOR7Hx4HO6suKA7wsTS+aR9v2TI/IdTyJrOS18McY287/2C/C5bHHHjPzAgqEttzb8sVPPJBHLr744mqNeYscVKdHc0/FczzmoX/vir/O801yic4f8GEbPtrnmpuWx/qxDW0Rf/qOq94HT/To9y7Utdf7DvXzrPzZfNP+0Mdb63wBecOSyzsuRJfkl/g4LHKWd1L66+y34kjsKWGt+ct42JjZvJbCNT6e410lFlfwsM4L8MSDLDqfsHycOo8QPSw/xPK6/CP6Slu34R+PXeY1XmBXN480z1iPzF82r7VcxyaLC8QR49lWHtu62N8bFa4o8HCFCI+24lluPCIKsKnCb+jbdOGKRzpOOumkcPLJJ4cHHnjgZ497Idno2+eY/HGxiWIfL3HCY7vYvuuuuwa8tRHL119/PeGuA1CEeGQD+2BCyMuQrrzyyok+tMOP63WCw2Mg8pu2OnukHwQ8EipOYOr0Yx+0x2PN8htd0VPCWhIXxhg/7hPz1uON+TE/MnmqLysOdN8xj7btRVesB3IdT9Ku5LXwxxjbzv/YL+JP+JDlhb333nvqrpaOMcaRyaV/6Rfzc+3atVXxARkOiMgNeEkTlpSemDuLW+mzlHUX/OM8j5dlpOY3fBfnj7Z8xP8xN5Fb+mFnqnDF0zV4ygqxg6WuvfQ15PWs/FPzTfwCf+J4i78CYOUFPP1kyeU8QuuxjsMy/1neSenHX0vAxQorX6BfK47EnhLWmr+Mh40ZPrLmNZ5WsOR4WpFxxVtpNV99XhfnE5w3snxs9avPUVl+sOSp44P4prR1G/7x2GVe4zw6lQcsnlqXzN/4/NqSx7HJ4gL6Gc+2cm3rYn9uXLiiEMVrlVGAwSlDL0zr7NeFawwFP07HY8B4VEN+pypF6Lp166o/c6P3QfLBj/CxYB+8TGfFihUBd7JxUrxkyZLJ71BxdQ4HIQSnXtAWvpc3BONP0KCI1XdUV69ePdkFj3vgzqy1aHvwNjEkKyy46oI7MXgcnOlHDMjvWvHcPU549G93rP6GKNOJqw3vmB/zI5On+oIf4zio49G0fZ2eVDwNkW+dzZp/3DbFSOZ/nT+hU8/DlE60jTmKTbGc9YsLbpKzsC9OmPE7GFliPSKPubO4lfalrGflz/I8TjCEQ3zsgO/i/CH+bMpH2sfcRG7pR/5GHpfHx1Fg4/gH+7DgIgriU5a4vchLWs/Kn803drzVvtN5gcnZPGdypofJmf3S3ooj2VbC2uJvjVnyPcvfTK59pHmz/MryCYoa6zywrl+WH5ic5R89jpI+t+XP5jWbR4znn//nz+b5dd28jmOTxZEwYjzbykXfYq8bFa645f0v//Iv4Re/+EV1BaGu6Cthe6pwRVGJu6+4qoUDPv7+qSw4yONPyujCE8Wm/EZI3iKHIlT+bdy4sdodv01A4YhEhIsD0IEAXL58eSXfsGGDdFOtcVUUbXE1fOnSpWHbtm2VHFdycEflzb++OdVevmh70CfsgB5cgcWPyWWx9OPvxYrdaM/6EB1DXevE1ZS3xQ/jt/zI5KwvFgeMR9v2TA/srIunoTJO2a35x+0YI7ST+Z/yp+jT85DpZByZnPWL3LBs2bIqj+DPZ+EzZEwPbGTcWTzLuEpYz8offz5G8qSskecZZ/jMyh8L4cO4Wfpx9x3HDtiIF/0h/+NP3YnNv/zlLyfHIthotS+BdzyGWfmDgTXfUsdbsUHnBZFhreVsnjM508PkLF+gvRVHWk8Jn2P+bMyS7/EknXVOmJrv4ifNFTIrv6bOG632qX5ZfrDkqfwj9pe4bsv/9j/eXuXM+DyazSPGk81fJofvWWxaccF4tpX3zbxR4YqrCa+99lrxd1l1wZ0qXAUarkwjMPWC2+1dLjhR2Lx5M1WJlz/hMe54ie2Kt+vv0MHaW/oxbvyuo+QlTlwY6yy8LT9CJ5PHfaXiwOLRtr2Mj3Fl8VFqDFj847HGjLBdz3+LS6wj/h7rZByZHPpS/WIb8pwsKT1ow7izuBW9Q193wT/lg5gza7tQPowb6yeWI46RC3BnYIxLV/zj+QZfYu7Mygd62Dxn8oVwtOxfiJ6h7dOEP8ak8z2+w18WWyZnfmmbX1l71q9lI2yJ5XX5h9k/dPlC+KfmdZt5hLbWeRiTp3wdxwXj2Vae6nMxtjUqXHVBN5bPTQrXxQDkffTjgaaJqx/rvNd5e8D5z9vDeet3/nnzmbd1zn/eHs5bv/PPm8+8rXP+8/bwbPq9cN261byT7IXrbIE19L09cQ2d4Gz2O//Z/Df0vZ3/0AnOZr/zn81/Q9/b+Q+d4Gz2O//Z/Dfvvb1w9cJ13jE2SP2euAaJrTOjnX9nrhykIuc/SGydGe38O3PlIBU5/0Fi68xo59+ZK+eiyAtXL1znElhDV+qJa+gEZ7Pf+c/mv6Hv7fyHTnA2+53/bP4b+t7Of+gEZ7Pf+c/mv3nv7YWrF67zjrFB6vfENUhsnRnt/Dtz5SAVOf9BYuvMaOffmSsHqcj5DxJbZ0Y7/85cORdFXrh64TqXwBq6Uk9cQyc4m/3Ofzb/DX1v5z90grPZ7/xn89/Q93b+Qyc4m/3Ofzb/zXtvL1y9cJ13jA1SvyeuQWLrzGjn35krB6nI+Q8SW2dGO//OXDlIRc5/kNg6M9r5d+bKuSjywtUL17kE1tCVeuIaOsHZ7Hf+s/lv6Hs7/6ETnM1+5z+b/4a+t/MfOsHZ7Hf+s/lv3nt74eqF67xjbJD6PXENEltnRjv/zlw5SEXOf5DYOjPa+XfmykEqcv6DxNaZ0c6/M1fORZEXrl64ziWwhq7UE9fQCc5mv/OfzX9D39v5D53gbPY7/9n8N/S9nf/QCc5mv/OfzX/z3jtZuK6/b30Y679Vq1YFBK//G6cPNmzY4OxHHP/Of5zzXvK983f+Egu+Hl8s+PwfH3M9z51/vvxRFCcL163kbqTLtwb3gfvAY8BjwGPAY8BjwGPAY8BjwGPAY8BjYP4xYBWu/w8AGOU/TYgT0QAAAABJRU5ErkJggg=="
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### ndarrayのmatrix表示\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### `@ryantam626/jupyterlab_code_formatter`\n",
"\n",
"* 各種コード整形ライブラリをセルに適用\n",
" * コマンドパレットやipynb上部アイコンから使用"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### コマンドパレットから使用\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"attachments": {
"image.png": {
"image/png": "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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"#### アイコンから使用\n",
"\n",
"* 右から3番目のアイコン\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### インストール方法\n",
"\n",
"https://github.com/ryantam626/jupyterlab_code_formatter\n",
"\n",
"```sh\n",
"jupyter labextension install @lckr/jupyterlab_variableinspector\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### 環境構築用のDockerfileの例\n",
"\n",
"```dockerfile\n",
"FROM jupyter/scipy-notebook\n",
"MAINTAINER Hiromasa OHASHI \n",
"\n",
"RUN pip install jupyterlab_git jupyterlab_code_formatter autopep8 black\n",
"RUN jupyter serverextension enable --py jupyterlab_git\n",
"RUN jupyter serverextension enable --py jupyterlab_code_formatter\n",
"\n",
"RUN jupyter labextension install \\\n",
" @jupyterlab/toc @jupyterlab/git \\\n",
" @lckr/jupyterlab_variableinspector \\\n",
" @ryantam626/jupyterlab_code_formatter\n",
"\n",
"RUN jupyter lab build\n",
"```\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## まとめ\n",
"\n",
"* Jupyter Labの基本的な機能とExtensionを紹介\n",
"* 他にも色々便利な機能などあると思いますのでご意見ください"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.3"
},
"nikola": {
"category": "",
"date": "2020-1-25 9:00:00 UTC+09:00",
"description": "",
"link": "",
"slug": "17",
"tags": "python,docker,jupyterlab",
"title": "Jupyter LabおよびExtensionの紹介",
"type": "text"
}
},
"nbformat": 4,
"nbformat_minor": 4
}