Update asf-site branch
diff --git a/.asf.yaml b/.asf.yaml
index cd1fd40..bc09de5 100644
--- a/.asf.yaml
+++ b/.asf.yaml
@@ -1,6 +1,3 @@
-# publish:
-# whoami: asf-site
-
github:
description: Apache Pinot Website
homepage: https://pinot.apache.org/
diff --git a/.github/workflows/fail-on-pull-request.yml b/.github/workflows/fail-on-pull-request.yml
deleted file mode 100644
index d0f393b..0000000
--- a/.github/workflows/fail-on-pull-request.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-#
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements. See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership. The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License. You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied. See the License for the
-# specific language governing permissions and limitations
-# under the License.
-#
-
-name: Fail Pull Request
-on:
- pull_request:
- branches:
- - asf-site
-jobs:
- fail-pull-request:
- runs-on: ubuntu-latest
- steps:
- - uses: actions/checkout@v2
- - name: Fail Pull Request
- run: |
- echo "Please develop and create PR on 'dev' branch, 'asf-site' branch is auto built from 'dev' branch."
- exit 1
diff --git a/.github/workflows/scripts/publish-site.sh b/.github/workflows/scripts/publish-site.sh
deleted file mode 100755
index b5e99e8..0000000
--- a/.github/workflows/scripts/publish-site.sh
+++ /dev/null
@@ -1,61 +0,0 @@
-#!/bin/bash
-#
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements. See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership. The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License. You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied. See the License for the
-# specific language governing permissions and limitations
-# under the License.
-#
-
-set -x -e
-ls -lrth
-ROOT_DIR=$(git rev-parse --show-toplevel)
-SITE_DIR=${ROOT_DIR}
-git branch
-
-# Build website
-ORIGIN_REPO="https://github.com/apache/incubator-pinot-site"
-echo "ORIGIN_REPO: $ORIGIN_REPO"
-
-DEV_TMP=/tmp/pinot-site-dev
-rm -rf $DEV_TMP
-mkdir $DEV_TMP
-cd $DEV_TMP
-
-git clone "$ORIGIN_REPO" .
-git checkout dev
-COMMIT_ID=`git rev-parse HEAD`
-GIT_MSG=`git rev-list --pretty --max-count=2 ${COMMIT_ID}`
-cd ${DEV_TMP}/website
-npm install yarn
-yarn install
-yarn run build
-
-cd ${ROOT_DIR}
-
-git status
-
-rm -rf ${SITE_DIR}/assets
-## copy generated site
-cp -r ${DEV_TMP}/website/build/* ${SITE_DIR}/
-
-git status
-git add .
-git status
-
-git config user.name "Pinot Site Updater"
-git config user.email "dev@pinot.apache.org"
-git commit -m "Update Pinot Site from dev branch ${COMMIT_ID}" -m "$GIT_MSG"
-git log -2
-git push origin asf-site
diff --git a/404.html b/404.html
deleted file mode 100644
index b5af83e..0000000
--- a/404.html
+++ /dev/null
@@ -1,25 +0,0 @@
-<!doctype html>
-<html lang="en" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.1">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Pinot™ Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Pinot™ Blog Atom Feed">
-<link rel="preconnect" href="https://www.google-analytics.com">
-<link rel="preconnect" href="https://www.googletagmanager.com">
-<script async src="https://www.googletagmanager.com/gtag/js?id=G-ZXG79NJEBY"></script>
-<script>function gtag(){dataLayer.push(arguments)}window.dataLayer=window.dataLayer||[],gtag("js",new Date),gtag("config","G-ZXG79NJEBY",{})</script>
-<link rel="search" type="application/opensearchdescription+xml" title="Apache Pinot™" href="/opensearch.xml">
-<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Ubuntu|Roboto|Source+Code+Pro">
-<link rel="stylesheet" href="https://at-ui.github.io/feather-font/css/iconfont.css"><title data-react-helmet="true">Page Not Found | Apache Pinot™</title><meta data-react-helmet="true" property="og:title" content="Page Not Found | Apache Pinot™"><meta data-react-helmet="true" property="og:url" content="https://pinot.apache.org/404.html"><meta data-react-helmet="true" name="docsearch:language" content="en"><meta data-react-helmet="true" name="docsearch:docusaurus_tag" content="default"><link data-react-helmet="true" rel="shortcut icon" href="/img/favicon.ico"><link data-react-helmet="true" rel="canonical" href="https://pinot.apache.org/404.html"><link data-react-helmet="true" rel="alternate" href="https://pinot.apache.org/404.html" hreflang="en"><link data-react-helmet="true" rel="alternate" href="https://pinot.apache.org/404.html" hreflang="x-default"><link data-react-helmet="true" rel="preconnect" href="https://BH4D9OD16A-dsn.algolia.net" crossorigin="anonymous"><link rel="stylesheet" href="/assets/css/styles.d071271f.css">
-<link rel="preload" href="/assets/js/runtime~main.fa80698b.js" as="script">
-<link rel="preload" href="/assets/js/main.271ac9bf.js" as="script">
-</head>
-<body>
-<script>!function(){function e(e){document.documentElement.setAttribute("data-theme",e)}var t=function(){var e=null;try{e=localStorage.getItem("theme")}catch(e){}return e}();null!==t?e(t):window.matchMedia("(prefers-color-scheme: dark)").matches?e("dark"):window.matchMedia("(prefers-color-scheme: light)").matches?e("light"):e("dark")}()</script><div id="__docusaurus">
-<div><a href="#main" class="skipToContent_OuoZ shadow--md">Skip to main content</a></div><nav class="navbar navbar--fixed-top navbarHideable_RReh"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button><a class="navbar__brand" href="/"><img src="/img/pinot-navbar-logo-722f37.svg" alt="Pinot" class="themedImage_TMUO themedImage--light_4Vu1 navbar__logo"><img src="/img/pinot-navbar-logo-722f37.svg" alt="Pinot" class="themedImage_TMUO themedImage--dark_uzRr navbar__logo"></a></div><div class="navbar__items navbar__items--right"><a href="https://docs.pinot.apache.org/" target="_blank" rel="noopener noreferrer" class="navbar__item navbar__link">Docs</a><a class="navbar__item navbar__link" href="/download">Download</a><a class="navbar__item navbar__link" href="/blog">Blog</a><a href="https://github.com/apache/pinot" target="_blank" rel="noopener noreferrer" class="navbar__item navbar__link"><span>GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_wgqa"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></span></a><div class="react-toggle displayOnlyInLargeViewport_cxYs react-toggle--checked react-toggle--disabled"><div class="react-toggle-track" role="button" tabindex="-1"><div class="react-toggle-track-check"><span class="toggle_iYfV" style="margin-left:2px">🌙</span></div><div class="react-toggle-track-x"><span class="toggle_iYfV" style="margin-left:2px">☀️</span></div><div class="react-toggle-thumb"></div></div><input type="checkbox" checked="" class="react-toggle-screenreader-only" aria-label="Switch 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class="themedImage_TMUO themedImage--light_4Vu1 footer__logo"><img src="/img/logo.svg" alt="Apache Pinot™" class="themedImage_TMUO themedImage--dark_uzRr footer__logo"></a></div><div class="footerCopyright_-piB">Copyright © 2024 The Apache Software Foundation.<br>Apache Pinot, Pinot, Apache, the Apache feather logo, and the Apache Pinot project logo are registered trademarks of The Apache Software Foundation.<br><br>This page has references to third party software - Presto, PrestoDB, ThirdEye, Trino, TrinoDB, that are not part of the Apache Software Foundation and are not covered under the Apache License.</div></div></div></footer></div>
-<script src="/assets/js/runtime~main.fa80698b.js"></script>
-<script src="/assets/js/main.271ac9bf.js"></script>
-</body>
-</html>
\ No newline at end of file
diff --git a/README.md b/README.md
index 61b7620..94aeb33 100644
--- a/README.md
+++ b/README.md
@@ -12,9 +12,9 @@
Please don't submit PR against this branch.
-All development should go under the [`dev`](https://github.com/apache/incubator-pinot-site/tree/dev) branch.
+All development should go under the [`new-dev-site`](https://github.com/apache/pinot-site/tree/new-dev-site) branch.
-This [`asf-site`](https://github.com/apache/incubator-pinot-site/tree/asf-site) branch will be automatically updated once a new commit pushed to the [`dev`](https://github.com/apache/incubator-pinot-site/tree/dev) branch.
+The static website is hosted from the [`new-static-prod`](https://github.com/apache/pinot-site/tree/new-static-prod) branch, which will be automatically updated once a new commit pushed to the [`new-dev-site`](https://github.com/apache/pinot-site/tree/new-dev-site) branch.
Maintainer
diff --git a/assets/css/styles.d071271f.css b/assets/css/styles.d071271f.css
deleted file mode 100644
index 0e6a793..0000000
--- a/assets/css/styles.d071271f.css
+++ /dev/null
@@ -1,25 +0,0 @@
-.markdown li,body{word-wrap:break-word}body,ol ol,ol ul,ul ol,ul ul{margin:0}pre,table{overflow:auto}blockquote,pre{margin:0 0 var(--ifm-spacing-vertical)}.breadcrumbs__link,.button{transition-timing-function:var(--ifm-transition-timing-default)}.admonition-icon,.button,code{vertical-align:middle}.button--outline.button--active,.button--outline:active,.button--outline:hover,:root{--ifm-button-color:var(--ifm-font-color-base-inverse)}.button,.clean-btn,.close,.menu__link,.navbar__link{cursor:pointer}.navbar--dark,:root{--ifm-navbar-link-hover-color:var(--ifm-color-primary)}.tabs__item,hr,img{box-sizing:initial}:root,html[data-theme=dark]{--ifm-color-emphasis-500:var(--ifm-color-gray-500);--ifm-link-color:var(--ifm-color-primary);--ifm-contents-border-color:var(--ifm-color-emphasis-75)}body,html{-moz-text-size-adjust:100%;text-size-adjust:100%;-webkit-text-size-adjust:100%}input[type=email],input[type=text],table.comparison tr td.bar:hover,table.comparison tr td.result{background:var(--ifm-panel-background)}header,section{margin-bottom:calc(var(--ifm-leading)*2)}.admonition,.section-list>.section>h3,.section-list>.section>h4,.section-list>.section>h5,.section-list>.section>h6{margin-bottom:1em}.markdown svg,.row .col,img{max-width:100%}.markdown table,table{border-collapse:collapse}.DocSearch-Hit-content-wrapper,.navbar__title,.table-of-contents ul.contents li,.text--truncate{text-overflow:ellipsis;white-space:nowrap}.react-toggle,html{-webkit-tap-highlight-color:transparent}.container svg [stroke="#000000"],.footer svg [stroke="#000000"],.integrations g.item circle,.markdown svg [stroke="#000000"],.navbar__brand svg [stroke="#000000"],.sidebar__logo svg [stroke="#000000"],html[data-theme=dark] .container svg [stroke="#000000"],html[data-theme=dark] .footer svg [stroke="#000000"],html[data-theme=dark] .markdown svg [stroke="#000000"],html[data-theme=dark] .navbar__brand svg [stroke="#000000"],html[data-theme=dark] .sidebar__logo svg 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50.773,245.333 51.222 M151.260 56.000 C 151.147 56.458,150.958 57.208,150.842 57.667 C 150.710 58.185,150.830 58.065,151.160 57.351 C 151.452 56.718,151.640 55.968,151.578 55.684 C 151.508 55.359,151.390 55.477,151.260 56.000 M247.681 58.000 C 247.692 58.598,248.638 60.333,248.655 59.788 C 248.661 59.580,248.443 58.980,248.169 58.455 C 247.895 57.930,247.675 57.725,247.681 58.000 M150.372 58.889 C 150.351 59.104,150.236 59.554,150.118 59.889 C 149.950 60.363,149.995 60.415,150.316 60.119 C 150.543 59.909,150.658 59.459,150.570 59.119 C 150.482 58.778,150.393 58.675,150.372 58.889 M149.372 62.549 C 149.123 63.305,149.000 64.128,149.100 64.378 C 149.199 64.628,149.293 64.451,149.307 63.983 C 149.321 63.516,149.497 62.969,149.698 62.769 C 149.898 62.568,150.009 62.128,149.944 61.789 C 149.866 61.382,149.673 61.637,149.372 62.549 M249.492 64.167 C 249.634 64.533,249.878 65.283,250.035 65.833 C 250.292 66.730,250.306 66.698,250.173 65.529 C 250.091 64.811,249.847 64.061,249.630 63.862 C 249.332 63.589,249.298 63.663,249.492 64.167 M147.260 70.000 C 147.147 70.458,146.958 71.208,146.842 71.667 C 146.710 72.185,146.830 72.065,147.160 71.351 C 147.452 70.718,147.640 69.968,147.578 69.684 C 147.508 69.359,147.390 69.477,147.260 70.000 M251.694 71.000 C 251.685 71.275,251.889 72.175,252.149 73.000 C 252.409 73.825,252.630 74.275,252.639 74.000 C 252.649 73.725,252.444 72.825,252.184 72.000 C 251.924 71.175,251.704 70.725,251.694 71.000 M210.002 73.606 C 209.171 74.481,209.069 74.683,209.644 74.309 C 210.331 73.862,211.659 72.288,211.291 72.356 C 211.222 72.369,210.642 72.931,210.002 73.606 M146.167 73.667 C 146.042 74.061,146.014 74.459,146.106 74.550 C 146.197 74.642,146.375 74.394,146.500 74.000 C 146.625 73.606,146.653 73.208,146.561 73.116 C 146.469 73.025,146.292 73.272,146.167 73.667 M204.929 75.060 C 205.687 75.361,207.343 75.348,208.142 75.035 C 208.524 74.885,207.887 74.793,206.572 74.808 C 205.355 74.822,204.616 74.935,204.929 75.060 M145.397 76.449 C 145.179 77.053,145.007 77.762,145.016 78.024 C 145.025 78.286,145.260 77.848,145.539 77.051 C 145.818 76.254,145.990 75.546,145.921 75.476 C 145.851 75.407,145.616 75.844,145.397 76.449 M253.467 77.000 C 253.748 78.581,255.257 83.701,255.511 83.934 C 255.651 84.062,255.681 83.867,255.578 83.500 C 255.476 83.133,255.083 81.696,254.706 80.307 C 254.329 78.917,253.863 77.417,253.670 76.974 L 253.319 76.167 253.467 77.000 M144.561 79.127 C 144.436 79.454,144.343 79.971,144.354 80.277 C 144.368 80.646,144.484 80.562,144.697 80.029 C 144.874 79.586,144.967 79.069,144.904 78.879 C 144.841 78.689,144.686 78.801,144.561 79.127 M144.039 81.223 C 144.017 81.437,143.903 81.887,143.784 82.223 C 143.617 82.696,143.661 82.748,143.982 82.452 C 144.210 82.242,144.324 81.792,144.237 81.452 C 144.149 81.112,144.060 81.009,144.039 81.223 M143.045 84.501 C 142.803 85.170,142.674 85.785,142.758 85.869 C 142.984 86.095,143.754 84.096,143.609 83.660 C 143.540 83.454,143.287 83.833,143.045 84.501 M256.367 86.878 C 256.349 87.270,256.567 88.095,256.852 88.712 C 257.364 89.821,257.337 89.581,256.675 87.167 C 256.469 86.412,256.393 86.341,256.367 86.878 M141.542 90.042 C 141.264 91.431,141.533 91.700,141.833 90.333 C 141.960 89.757,141.994 89.216,141.909 89.131 C 141.824 89.046,141.659 89.456,141.542 90.042 M202.833 90.650 C 202.458 90.802,203.404 90.849,205.000 90.758 C 207.572 90.611,209.157 90.800,214.000 91.830 C 215.339 92.115,212.323 91.130,210.579 90.713 C 208.779 90.283,203.841 90.242,202.833 90.650 M200.000 91.338 C 199.648 91.569,199.846 91.602,200.667 91.452 C 202.104 91.188,202.375 90.998,201.306 91.005 C 200.862 91.008,200.275 91.158,200.000 91.338 M140.749 92.991 C 140.163 94.869,140.261 95.465,140.869 93.727 C 141.147 92.936,141.327 92.147,141.269 91.974 C 141.212 91.801,140.977 92.259,140.749 92.991 M195.667 93.000 C 195.667 93.183,195.460 93.333,195.207 93.333 C 194.955 93.333,194.562 93.558,194.333 93.833 C 194.047 94.179,194.034 94.333,194.293 94.333 C 194.498 94.333,194.667 94.183,194.667 94.000 C 194.667 93.817,194.854 93.662,195.083 93.656 C 195.795 93.638,196.922 92.667,196.230 92.667 C 195.920 92.667,195.667 92.817,195.667 93.000 M258.005 93.564 C 258.002 93.965,258.150 94.387,258.333 94.500 C 258.758 94.762,258.758 93.990,258.333 93.333 C 258.071 92.927,258.009 92.970,258.005 93.564 M258.705 95.562 C 258.657 96.481,259.281 98.163,259.565 97.879 C 259.683 97.762,259.611 97.328,259.407 96.916 C 259.202 96.504,258.969 95.867,258.889 95.500 C 258.756 94.888,258.741 94.893,258.705 95.562 M140.039 95.556 C 140.017 95.770,139.903 96.220,139.784 96.556 C 139.617 97.030,139.661 97.081,139.982 96.785 C 140.210 96.576,140.324 96.126,140.237 95.785 C 140.149 95.445,140.060 95.342,140.039 95.556 M222.209 96.652 C 222.552 97.102,223.158 97.809,223.556 98.223 C 223.953 98.636,224.512 99.309,224.798 99.717 C 225.084 100.126,225.392 100.386,225.483 100.295 C 225.573 100.205,224.733 99.164,223.615 97.982 C 222.498 96.800,221.865 96.202,222.209 96.652 M139.372 97.889 C 139.351 98.104,139.236 98.554,139.118 98.889 C 138.950 99.363,138.995 99.415,139.316 99.119 C 139.543 98.909,139.658 98.459,139.570 98.119 C 139.482 97.778,139.393 97.675,139.372 97.889 M138.417 101.632 C 137.849 103.480,137.914 104.092,138.527 102.679 C 138.802 102.044,138.984 101.243,138.931 100.900 C 138.870 100.508,138.678 100.781,138.417 101.632 M203.833 102.000 L 203.167 102.286 203.833 102.277 C 204.200 102.271,204.875 102.147,205.333 102.000 L 206.167 101.733 205.333 101.723 C 204.875 101.718,204.200 101.842,203.833 102.000 M207.377 101.821 C 207.462 101.907,208.477 102.197,209.633 102.466 C 212.029 103.025,212.110 102.737,209.734 102.110 C 208.097 101.678,207.113 101.557,207.377 101.821 M260.351 102.333 C 260.347 102.608,260.560 103.433,260.824 104.167 C 261.134 105.029,261.309 105.249,261.319 104.788 C 261.327 104.397,261.114 103.572,260.846 102.955 C 260.579 102.338,260.356 102.058,260.351 102.333 M198.576 104.750 C 196.872 106.348,194.746 109.524,195.126 109.904 C 195.212 109.990,195.706 109.197,196.223 108.142 C 196.868 106.824,197.769 105.718,199.099 104.611 C 200.163 103.725,200.901 103.000,200.738 103.000 C 200.575 103.000,199.602 103.787,198.576 104.750 M212.496 103.436 C 212.860 103.655,214.023 104.703,215.079 105.765 C 216.136 106.827,217.000 107.576,217.000 107.429 C 217.000 106.985,212.710 102.998,212.256 103.020 C 212.023 103.030,212.132 103.218,212.496 103.436 M227.344 103.712 C 227.338 103.828,227.557 104.353,227.831 104.879 C 228.105 105.404,228.330 105.600,228.331 105.314 C 228.333 104.825,227.367 103.257,227.344 103.712 M137.576 104.535 C 137.443 104.668,137.333 105.008,137.333 105.289 C 137.333 105.664,137.432 105.701,137.704 105.429 C 137.908 105.225,138.017 104.886,137.947 104.675 C 137.877 104.464,137.710 104.401,137.576 104.535 M261.344 106.667 C 261.344 106.942,261.489 107.392,261.667 107.667 C 261.954 108.111,261.990 108.111,261.990 107.667 C 261.990 107.392,261.844 106.942,261.667 106.667 C 261.379 106.222,261.344 106.222,261.344 106.667 M136.705 108.033 C 136.501 108.619,136.340 109.340,136.349 109.633 C 136.358 109.927,136.594 109.515,136.873 108.718 C 137.152 107.921,137.312 107.201,137.229 107.117 C 137.145 107.034,136.910 107.446,136.705 108.033 M217.180 108.500 C 217.916 110.631,218.116 111.723,218.126 113.667 C 218.133 114.858,218.029 116.358,217.895 117.000 C 217.716 117.862,217.784 117.775,218.155 116.667 C 218.987 114.180,218.607 110.409,217.323 108.414 C 216.990 107.896,216.975 107.905,217.180 108.500 M229.029 109.167 C 229.060 110.305,229.615 111.368,229.638 110.333 C 229.648 109.875,229.511 109.275,229.333 109.000 C 229.067 108.587,229.013 108.616,229.029 109.167 M262.023 110.064 C 262.011 110.557,262.150 111.053,262.333 111.167 C 262.517 111.280,262.691 111.926,262.720 112.603 C 262.768 113.707,262.786 113.731,262.900 112.833 C 262.970 112.283,262.806 111.233,262.537 110.500 C 262.103 109.320,262.044 109.270,262.023 110.064 M194.520 112.750 C 194.417 113.529,194.462 114.692,194.621 115.333 C 194.860 116.302,194.911 116.063,194.922 113.917 C 194.936 111.029,194.800 110.633,194.520 112.750 M229.779 113.667 C 229.779 115.042,229.838 115.604,229.909 114.917 C 229.981 114.229,229.981 113.104,229.909 112.417 C 229.838 111.729,229.779 112.292,229.779 113.667 M135.240 114.111 C 134.841 115.124,134.936 115.977,135.366 115.240 C 135.556 114.913,135.659 114.388,135.596 114.073 C 135.490 113.550,135.459 113.553,135.240 114.111 M263.216 115.833 C 263.327 116.750,263.475 117.563,263.543 117.639 C 263.804 117.931,263.605 115.467,263.316 114.833 C 263.112 114.385,263.079 114.711,263.216 115.833 M134.597 117.333 C 134.020 121.322,133.980 122.650,134.511 120.167 C 134.785 118.883,134.966 117.383,134.912 116.833 C 134.830 115.998,134.778 116.080,134.597 117.333 M229.240 117.111 C 228.869 118.055,228.929 118.537,229.365 118.102 C 229.565 117.902,229.673 117.459,229.605 117.119 C 229.485 116.522,229.472 116.522,229.240 117.111 M195.011 117.564 C 195.005 117.782,195.150 118.053,195.333 118.167 C 195.517 118.280,195.667 118.645,195.667 118.979 C 195.667 119.312,195.892 119.772,196.167 120.000 C 196.512 120.287,196.667 120.299,196.667 120.041 C 196.667 119.835,196.517 119.667,196.333 119.667 C 196.150 119.667,196.000 119.395,196.000 119.064 C 196.000 118.400,195.028 116.925,195.011 117.564 M263.705 119.000 C 263.690 119.458,263.822 120.058,264.000 120.333 C 264.411 120.970,264.411 120.285,264.000 119.000 L 263.733 118.167 263.705 119.000 M228.566 120.464 C 228.429 120.811,228.396 121.174,228.492 121.270 C 228.796 121.574,229.064 121.076,228.936 120.443 C 228.820 119.863,228.802 119.864,228.566 120.464 M196.996 121.167 C 197.441 121.898,200.089 124.096,200.752 124.285 C 200.980 124.349,200.792 124.140,200.333 123.819 C 199.875 123.498,198.845 122.619,198.045 121.867 C 197.245 121.115,196.773 120.800,196.996 121.167 M213.391 123.192 C 212.597 123.820,212.072 124.332,212.224 124.330 C 212.376 124.328,213.159 123.803,213.964 123.163 C 214.769 122.524,215.294 122.012,215.130 122.026 C 214.967 122.040,214.184 122.565,213.391 123.192 M227.737 122.677 C 227.515 123.033,227.339 123.514,227.347 123.745 C 227.354 123.977,227.591 123.741,227.873 123.221 C 228.459 122.140,228.349 121.699,227.737 122.677 M264.612 124.667 C 264.899 128.099,264.882 139.283,264.585 142.333 L 264.342 144.833 264.854 141.833 C 265.406 138.595,265.317 127.640,264.710 124.000 C 264.437 122.369,264.426 122.442,264.612 124.667 M210.717 124.750 C 210.432 125.035,209.089 125.167,206.466 125.167 C 204.358 125.167,202.978 125.264,203.399 125.383 C 205.367 125.939,210.639 125.495,211.427 124.707 C 211.649 124.484,211.665 124.333,211.467 124.333 C 211.283 124.333,210.946 124.521,210.717 124.750 M133.548 128.083 C 133.439 129.962,133.476 132.475,133.629 133.667 C 133.862 135.470,133.916 134.896,133.954 130.250 C 134.006 123.922,133.841 123.040,133.548 128.083 M222.000 130.892 L 221.167 131.743 222.083 131.167 C 222.588 130.849,223.000 130.457,223.000 130.295 C 223.000 129.891,222.950 129.921,222.000 130.892 M191.827 132.062 C 191.734 132.306,191.699 137.529,191.750 143.669 L 191.843 154.833 191.921 143.583 C 192.000 132.350,192.066 131.780,193.159 132.873 C 193.456 133.170,193.775 133.336,193.868 133.243 C 193.962 133.149,193.579 132.746,193.018 132.346 C 192.238 131.791,191.957 131.724,191.827 132.062 M220.063 132.346 C 219.662 132.720,219.333 133.102,219.333 133.195 C 219.333 133.464,220.978 132.194,220.990 131.917 C 221.005 131.537,220.858 131.606,220.063 132.346 M196.000 134.500 C 196.458 134.762,196.983 134.976,197.167 134.976 C 197.350 134.976,197.125 134.762,196.667 134.500 C 196.208 134.238,195.683 134.024,195.500 134.024 C 195.317 134.024,195.542 134.238,196.000 134.500 M216.333 134.528 C 215.868 134.786,215.721 134.988,216.000 134.984 C 216.275 134.981,216.791 134.759,217.147 134.489 C 217.949 133.883,217.454 133.906,216.333 134.528 M206.500 136.667 L 203.167 136.871 206.167 136.916 C 207.817 136.941,209.767 136.837,210.500 136.686 C 212.079 136.359,211.561 136.357,206.500 136.667 M134.180 139.500 C 134.260 140.417,134.471 141.842,134.649 142.667 L 134.972 144.167 134.807 142.500 C 134.717 141.583,134.505 140.158,134.338 139.333 L 134.033 137.833 134.180 139.500 M135.029 144.667 C 135.039 144.942,135.176 145.467,135.333 145.833 L 135.620 146.500 135.638 145.833 C 135.648 145.467,135.511 144.942,135.333 144.667 C 135.046 144.222,135.012 144.222,135.029 144.667 M263.895 146.127 C 263.769 146.454,263.676 146.971,263.688 147.277 C 263.702 147.646,263.818 147.562,264.031 147.029 C 264.208 146.586,264.301 146.069,264.237 145.879 C 264.174 145.689,264.020 145.801,263.895 146.127 M135.667 148.127 C 135.667 148.402,135.817 148.720,136.000 148.833 C 136.183 148.947,136.333 148.814,136.333 148.539 C 136.333 148.264,136.183 147.947,136.000 147.833 C 135.817 147.720,135.667 147.852,135.667 148.127 M263.379 148.556 C 263.354 148.954,263.247 149.554,263.141 149.889 C 262.960 150.467,262.970 150.468,263.330 149.907 C 263.539 149.581,263.646 148.981,263.567 148.574 C 263.424 147.834,263.424 147.834,263.379 148.556 M136.346 150.045 C 136.339 150.345,136.557 151.020,136.831 151.545 C 137.472 152.774,137.483 152.088,136.846 150.622 C 136.579 150.005,136.354 149.745,136.346 150.045 M262.610 151.667 C 262.505 152.125,262.315 152.800,262.188 153.167 C 262.061 153.533,262.201 153.412,262.500 152.897 C 262.798 152.383,262.987 151.708,262.921 151.397 C 262.835 150.995,262.746 151.072,262.610 151.667 M138.024 154.833 C 138.024 155.017,138.238 155.542,138.500 156.000 C 138.762 156.458,138.976 156.683,138.976 156.500 C 138.976 156.317,138.762 155.792,138.500 155.333 C 138.238 154.875,138.024 154.650,138.024 154.833 M181.333 155.070 C 181.333 155.353,181.583 155.791,181.888 156.043 C 182.395 156.461,182.406 156.429,182.009 155.667 C 181.429 154.549,181.333 154.465,181.333 155.070 M190.854 156.183 C 189.623 158.060,186.274 158.970,184.228 157.982 C 183.525 157.642,183.522 157.648,184.147 158.148 C 185.925 159.573,190.099 158.284,191.376 155.917 C 191.853 155.032,191.485 155.219,190.854 156.183 M260.737 157.011 C 260.515 157.366,260.339 157.847,260.347 158.079 C 260.354 158.310,260.591 158.074,260.873 157.554 C 261.459 156.473,261.349 156.032,260.737 157.011 M140.401 160.493 C 140.799 161.314,141.183 161.928,141.253 161.858 C 141.404 161.708,140.057 159.000,139.831 159.000 C 139.745 159.000,140.002 159.672,140.401 160.493 M259.009 160.822 C 258.786 161.091,258.661 161.483,258.731 161.693 C 258.801 161.904,259.037 161.684,259.255 161.204 C 259.700 160.228,259.614 160.094,259.009 160.822 M141.667 163.087 C 141.667 163.475,144.066 167.307,144.571 167.726 C 144.854 167.960,144.367 167.030,143.490 165.659 C 141.693 162.851,141.667 162.814,141.667 163.087 M257.667 163.574 C 257.667 163.768,256.842 165.173,255.833 166.697 C 254.825 168.220,254.006 169.625,254.013 169.817 C 254.021 170.009,254.264 169.717,254.554 169.167 C 254.844 168.617,255.343 167.867,255.662 167.500 C 256.591 166.434,258.100 163.656,257.874 163.429 C 257.760 163.315,257.667 163.381,257.667 163.574 M252.226 171.705 C 251.525 172.600,251.075 173.327,251.226 173.320 C 251.535 173.306,253.789 170.339,253.613 170.179 C 253.551 170.122,252.927 170.809,252.226 171.705 M146.970 171.277 C 147.150 171.613,147.562 172.101,147.885 172.361 C 148.303 172.696,148.253 172.519,147.714 171.750 C 146.891 170.576,146.442 170.291,146.970 171.277 M149.062 173.833 C 149.461 174.292,149.838 174.667,149.901 174.667 C 149.964 174.667,149.770 174.292,149.469 173.833 C 149.169 173.375,148.792 173.000,148.631 173.000 C 148.469 173.000,148.664 173.375,149.062 173.833 M249.983 174.519 C 249.542 174.987,249.407 175.284,249.682 175.179 C 250.116 175.012,251.195 173.667,250.894 173.667 C 250.833 173.667,250.423 174.050,249.983 174.519 M150.333 175.283 C 150.333 175.580,155.839 180.959,156.833 181.633 C 157.200 181.882,156.636 181.279,155.579 180.293 C 154.523 179.307,152.911 177.718,151.996 176.763 C 151.082 175.807,150.333 175.141,150.333 175.283 M244.477 179.957 C 243.364 181.028,242.239 181.980,241.977 182.073 C 241.715 182.166,241.595 182.345,241.712 182.472 C 241.828 182.598,243.064 181.643,244.458 180.351 C 245.853 179.058,246.882 178.002,246.747 178.005 C 246.611 178.008,245.590 178.886,244.477 179.957 M159.255 183.637 C 159.854 184.203,160.516 184.667,160.727 184.667 C 160.938 184.667,161.049 184.623,160.972 184.570 C 160.896 184.517,160.233 184.053,159.500 183.540 L 158.167 182.607 159.255 183.637 M238.083 184.891 C 237.671 185.179,237.333 185.552,237.333 185.720 C 237.333 185.889,237.521 185.865,237.750 185.668 C 237.979 185.472,238.467 185.095,238.833 184.833 C 239.200 184.570,239.350 184.358,239.167 184.361 C 238.983 184.365,238.496 184.604,238.083 184.891 M233.500 188.065 C 233.133 188.273,232.758 188.533,232.667 188.643 C 232.575 188.752,231.787 189.202,230.915 189.641 C 230.043 190.081,229.379 190.490,229.439 190.550 C 229.605 190.716,232.716 189.088,233.667 188.339 C 234.593 187.609,234.519 187.487,233.500 188.065 M166.333 188.605 C 166.333 188.764,166.708 189.064,167.167 189.273 C 167.625 189.482,168.000 189.598,168.000 189.531 C 168.000 189.465,167.625 189.164,167.167 188.864 C 166.708 188.564,166.333 188.447,166.333 188.605 M171.853 191.823 C 172.209 192.092,172.650 192.312,172.833 192.312 C 173.017 192.312,172.875 192.092,172.520 191.823 C 172.164 191.554,171.723 191.333,171.539 191.333 C 171.356 191.333,171.497 191.554,171.853 191.823 M175.000 193.134 C 175.000 193.367,177.354 194.667,177.769 194.663 C 177.988 194.660,177.514 194.285,176.716 193.829 C 175.252 192.992,175.000 192.890,175.000 193.134 M222.585 193.754 C 221.899 194.136,221.385 194.497,221.444 194.555 C 221.584 194.695,224.333 193.366,224.333 193.159 C 224.333 192.881,223.868 193.040,222.585 193.754 M179.667 195.464 C 179.667 195.567,180.267 195.941,181.000 196.295 C 181.733 196.650,182.333 196.818,182.333 196.669 C 182.333 196.520,181.846 196.206,181.250 195.971 C 180.654 195.736,180.054 195.484,179.917 195.411 C 179.779 195.338,179.667 195.362,179.667 195.464 M218.083 195.937 C 217.487 196.221,217.000 196.574,217.000 196.721 C 217.000 196.942,219.166 195.910,219.639 195.464 C 219.923 195.196,219.132 195.437,218.083 195.937 M182.667 197.134 C 182.667 197.207,183.229 197.585,183.917 197.974 L 185.167 198.680 184.167 197.842 C 183.249 197.073,182.667 196.798,182.667 197.134 M213.833 198.677 C 212.199 199.894,209.667 202.365,209.667 202.745 C 209.667 202.898,210.130 202.496,210.695 201.852 C 211.261 201.207,212.626 200.002,213.728 199.173 C 214.831 198.345,215.605 197.671,215.450 197.676 C 215.294 197.681,214.567 198.132,213.833 198.677 M185.333 198.784 C 185.333 198.864,186.269 199.883,187.412 201.048 C 188.555 202.213,189.170 202.717,188.780 202.167 C 188.093 201.199,185.333 198.491,185.333 198.784 M208.727 204.167 C 208.518 204.625,208.402 205.000,208.469 205.000 C 208.535 205.000,208.836 204.625,209.136 204.167 C 209.436 203.708,209.553 203.333,209.395 203.333 C 209.236 203.333,208.936 203.708,208.727 204.167 M190.002 204.353 C 190.001 204.639,190.220 205.164,190.489 205.520 C 191.126 206.361,191.132 205.997,190.502 204.788 C 190.228 204.263,190.003 204.067,190.002 204.353 M207.357 207.030 C 206.977 207.816,206.675 208.618,206.684 208.813 C 206.694 209.007,207.068 208.428,207.515 207.526 C 207.963 206.623,208.266 205.821,208.188 205.743 C 208.110 205.666,207.736 206.245,207.357 207.030 M191.678 208.186 C 191.700 208.745,192.643 210.191,192.644 209.667 C 192.645 209.392,192.425 208.875,192.156 208.520 C 191.887 208.164,191.672 208.014,191.678 208.186 M206.087 210.250 C 205.319 212.400,205.002 213.587,205.034 214.190 C 205.067 214.819,205.138 214.622,205.940 211.667 C 206.114 211.025,206.365 210.237,206.497 209.917 C 206.630 209.596,206.665 209.333,206.576 209.333 C 206.487 209.333,206.267 209.746,206.087 210.250 M193.466 213.333 C 193.898 215.535,194.264 216.537,194.299 215.622 C 194.318 215.138,194.101 214.238,193.818 213.622 C 193.428 212.775,193.342 212.704,193.466 213.333 M204.561 215.461 C 204.436 215.787,204.343 216.305,204.354 216.611 C 204.368 216.979,204.484 216.895,204.697 216.362 C 204.874 215.919,204.967 215.402,204.904 215.212 C 204.841 215.022,204.686 215.134,204.561 215.461 M194.372 217.833 C 194.429 219.192,194.929 220.323,194.962 219.167 C 194.977 218.617,194.844 217.942,194.667 217.667 C 194.400 217.255,194.348 217.284,194.372 217.833 M203.914 220.111 C 203.503 221.126,203.599 222.317,204.032 221.574 C 204.222 221.248,204.328 220.648,204.269 220.240 C 204.171 219.574,204.136 219.561,203.914 220.111 M195.160 224.167 C 195.295 224.900,195.525 226.700,195.669 228.167 C 195.914 230.650,195.923 230.583,195.803 227.188 C 195.728 225.046,195.518 223.396,195.294 223.188 C 195.010 222.924,194.976 223.173,195.160 224.167 M203.433 224.667 C 203.433 225.675,203.496 226.088,203.572 225.583 C 203.648 225.079,203.648 224.254,203.572 223.750 C 203.496 223.246,203.433 223.658,203.433 224.667 M202.905 227.833 C 202.778 228.567,202.691 229.692,202.711 230.333 C 202.737 231.168,202.832 230.930,203.044 229.500 C 203.380 227.233,203.259 225.788,202.905 227.833 M196.238 234.833 C 196.338 236.850,196.475 238.563,196.543 238.639 C 196.780 238.905,196.615 234.156,196.336 232.667 C 196.149 231.665,196.116 232.384,196.238 234.833 M202.210 239.083 C 201.888 240.286,201.980 245.453,202.333 246.000 C 202.552 246.338,202.658 245.176,202.662 242.417 C 202.667 238.316,202.582 237.694,202.210 239.083 M196.372 246.856 C 196.348 247.280,195.915 247.754,195.250 248.085 C 194.637 248.390,194.404 248.633,194.713 248.645 C 195.606 248.680,196.761 247.546,196.576 246.817 C 196.420 246.203,196.409 246.205,196.372 246.856 M203.092 248.235 C 203.361 248.504,203.913 248.674,204.319 248.612 C 204.916 248.521,204.823 248.428,203.830 248.123 C 202.752 247.792,202.663 247.806,203.092 248.235 M192.167 249.000 C 191.746 249.181,191.685 249.286,192.000 249.286 C 192.275 249.286,192.800 249.158,193.167 249.000 C 193.587 248.819,193.648 248.714,193.333 248.714 C 193.058 248.714,192.533 248.842,192.167 249.000 M205.667 248.985 C 205.942 249.171,206.454 249.325,206.806 249.328 C 207.658 249.335,207.392 249.144,206.167 248.870 C 205.436 248.707,205.302 248.738,205.667 248.985 M186.586 250.763 C 185.534 251.141,184.735 251.513,184.811 251.589 C 184.941 251.719,189.002 250.395,189.306 250.124 C 189.640 249.826,188.350 250.129,186.586 250.763 M211.333 250.845 C 212.525 251.290,213.637 251.612,213.805 251.559 C 214.186 251.440,210.272 249.994,209.632 250.017 C 209.376 250.027,210.142 250.399,211.333 250.845 M180.833 252.667 C 180.720 252.850,180.299 253.017,179.897 253.039 C 179.444 253.063,179.363 253.130,179.684 253.217 C 179.968 253.294,180.718 253.132,181.351 252.858 C 182.256 252.465,182.345 252.357,181.770 252.346 C 181.368 252.339,180.947 252.483,180.833 252.667 M217.520 252.823 C 217.875 253.092,218.542 253.300,219.000 253.284 C 219.679 253.261,219.710 253.226,219.167 253.096 C 218.800 253.007,218.357 252.800,218.183 252.634 C 218.009 252.469,217.643 252.333,217.370 252.333 C 216.997 252.333,217.035 252.456,217.520 252.823 M175.167 254.408 C 173.319 255.030,172.150 255.623,172.730 255.645 C 173.040 255.657,173.387 255.517,173.500 255.333 C 173.613 255.150,173.980 255.000,174.315 255.000 C 174.650 255.000,175.428 254.781,176.045 254.513 C 177.308 253.965,176.699 253.892,175.167 254.408 M168.333 256.667 C 168.058 256.844,167.458 257.009,167.000 257.034 C 166.470 257.061,166.371 257.131,166.728 257.225 C 167.036 257.307,167.936 257.147,168.728 256.869 C 169.519 256.592,169.867 256.360,169.500 256.354 C 169.133 256.348,168.608 256.489,168.333 256.667 M230.500 256.889 C 231.417 257.172,232.489 257.555,232.884 257.740 C 233.278 257.926,233.791 258.014,234.024 257.936 C 234.481 257.784,230.133 256.320,229.324 256.354 C 229.054 256.365,229.583 256.606,230.500 256.889 M163.333 258.417 C 163.333 258.554,179.524 258.667,199.314 258.667 C 219.103 258.667,235.364 258.554,235.448 258.417 C 235.533 258.279,219.342 258.167,199.468 258.167 C 179.594 258.167,163.333 258.279,163.333 258.417 M120.168 278.293 C 119.618 278.410,121.021 278.506,123.284 278.506 C 125.547 278.506,127.047 278.407,126.616 278.286 C 125.623 278.007,121.482 278.011,120.168 278.293 M115.631 280.460 C 114.167 281.587,112.491 283.333,112.874 283.333 C 112.985 283.333,113.547 282.826,114.122 282.205 C 114.696 281.584,115.750 280.684,116.463 280.205 C 117.176 279.726,117.610 279.333,117.428 279.333 C 117.245 279.333,116.437 279.841,115.631 280.460 M130.960 280.667 C 131.888 281.400,132.737 282.000,132.847 282.000 C 133.124 282.000,132.390 281.311,130.969 280.238 C 129.088 278.818,129.081 279.181,130.960 280.667 M134.677 284.876 C 134.699 285.467,135.667 286.506,135.667 285.938 C 135.667 285.650,135.442 285.228,135.167 285.000 C 134.892 284.772,134.671 284.716,134.677 284.876 M111.339 285.656 C 111.129 286.048,111.025 286.623,111.107 286.934 C 111.224 287.378,111.264 287.353,111.295 286.817 C 111.316 286.441,111.511 285.956,111.728 285.739 C 111.945 285.522,112.032 285.254,111.921 285.144 C 111.811 285.033,111.549 285.264,111.339 285.656 M135.902 288.351 C 136.006 289.166,136.146 289.896,136.213 289.972 C 136.484 290.285,136.300 287.796,136.018 287.351 C 135.820 287.038,135.779 287.391,135.902 288.351 M110.338 289.083 C 110.342 289.905,110.421 290.046,110.667 289.667 C 111.090 289.012,111.090 288.000,110.667 288.000 C 110.483 288.000,110.336 288.487,110.338 289.083 M110.333 292.461 C 110.333 292.919,110.483 293.387,110.667 293.500 C 110.855 293.616,111.000 293.343,111.000 292.873 C 111.000 292.414,110.850 291.947,110.667 291.833 C 110.478 291.717,110.333 291.990,110.333 292.461 M136.049 292.333 C 136.017 292.792,135.908 293.542,135.806 294.000 C 135.646 294.718,135.673 294.752,135.998 294.243 C 136.205 293.918,136.314 293.168,136.241 292.576 C 136.136 291.739,136.094 291.685,136.049 292.333 M111.039 294.853 C 111.017 295.230,111.220 295.830,111.489 296.186 C 111.759 296.542,111.984 296.676,111.989 296.483 C 111.995 296.291,111.865 295.991,111.699 295.817 C 111.533 295.642,111.326 295.200,111.238 294.833 C 111.081 294.183,111.076 294.183,111.039 294.853 M135.372 295.583 C 135.351 295.996,135.183 296.333,135.000 296.333 C 134.817 296.333,134.667 296.515,134.667 296.738 C 134.667 297.002,134.851 296.958,135.199 296.611 C 135.491 296.318,135.659 295.799,135.571 295.456 C 135.438 294.939,135.404 294.960,135.372 295.583 M369.497 295.750 C 369.397 296.162,369.358 303.175,369.411 311.333 L 369.507 326.167 369.587 310.983 C 369.646 299.710,369.770 295.697,370.067 295.400 C 370.371 295.096,370.372 295.000,370.073 295.000 C 369.857 295.000,369.597 295.337,369.497 295.750 M112.471 297.833 C 113.121 299.189,114.957 301.002,116.625 301.938 C 118.457 302.966,118.396 302.629,116.555 301.550 C 115.214 300.764,113.408 298.987,112.412 297.474 C 112.180 297.121,112.207 297.283,112.471 297.833 M134.332 297.583 C 134.331 297.721,133.873 298.321,133.315 298.917 C 132.756 299.512,132.415 300.000,132.556 300.000 C 132.698 300.000,133.230 299.512,133.739 298.917 C 134.610 297.898,134.881 297.333,134.500 297.333 C 134.408 297.333,134.333 297.446,134.332 297.583 M129.917 301.857 C 128.671 302.533,128.746 302.815,130.000 302.167 C 130.550 301.882,131.000 301.578,131.000 301.491 C 131.000 301.277,130.964 301.289,129.917 301.857 M119.102 303.200 C 119.616 303.479,120.441 303.646,120.935 303.570 C 121.764 303.444,121.751 303.429,120.770 303.383 C 120.185 303.356,119.613 303.183,119.500 303.000 C 119.387 302.817,119.040 302.673,118.730 302.680 C 118.353 302.689,118.476 302.861,119.102 303.200 M127.549 302.895 C 127.424 303.021,126.686 303.227,125.910 303.353 C 124.697 303.551,124.646 303.589,125.545 303.625 C 126.120 303.648,127.095 303.448,127.712 303.180 C 128.329 302.912,128.596 302.687,128.306 302.680 C 128.015 302.673,127.675 302.769,127.549 302.895 M197.167 324.667 C 196.556 324.929,196.570 324.955,197.333 324.971 C 197.792 324.982,198.392 324.844,198.667 324.667 C 199.323 324.243,198.153 324.243,197.167 324.667 M207.167 324.667 C 207.717 324.807,208.467 324.928,208.833 324.937 L 209.500 324.953 208.833 324.667 C 208.467 324.509,207.717 324.387,207.167 324.396 L 206.167 324.412 207.167 324.667 M293.333 324.667 C 292.523 324.926,292.528 324.934,293.500 324.934 C 294.050 324.934,294.875 324.813,295.333 324.667 C 296.144 324.407,296.139 324.400,295.167 324.400 C 294.617 324.400,293.792 324.520,293.333 324.667 M305.500 324.667 C 306.997 325.048,308.387 325.048,307.500 324.667 C 307.133 324.509,306.308 324.387,305.667 324.396 L 304.500 324.412 305.500 324.667 M193.500 325.519 C 192.654 325.932,192.628 325.977,193.333 325.808 C 193.792 325.698,194.692 325.489,195.333 325.343 C 196.486 325.080,196.488 325.076,195.500 325.053 C 194.950 325.041,194.050 325.250,193.500 325.519 M210.667 325.354 C 213.407 326.004,213.946 326.051,212.667 325.528 C 212.025 325.265,211.050 325.057,210.500 325.064 C 209.514 325.076,209.516 325.081,210.667 325.354 M288.833 325.535 L 287.500 326.000 288.667 325.820 C 289.308 325.721,290.433 325.515,291.167 325.362 L 292.500 325.083 291.333 325.077 C 290.692 325.073,289.567 325.279,288.833 325.535 M309.667 325.334 C 312.543 325.969,313.297 326.034,311.833 325.520 C 311.100 325.262,310.050 325.057,309.500 325.064 C 308.523 325.076,308.527 325.083,309.667 325.334 M365.078 326.582 L 360.989 326.687 361.078 335.927 L 361.167 345.167 364.500 345.249 C 366.333 345.295,368.170 345.410,368.582 345.505 L 369.330 345.679 369.417 378.923 L 369.503 412.167 369.585 378.786 C 369.659 348.606,369.616 345.385,369.139 345.202 C 368.849 345.091,366.974 345.000,364.973 345.000 L 361.333 345.000 361.333 336.000 L 361.333 327.000 365.083 326.995 C 367.146 326.992,369.058 326.844,369.333 326.667 C 369.608 326.489,369.683 326.374,369.500 326.411 C 369.317 326.447,367.327 326.525,365.078 326.582 M389.551 326.750 C 389.636 326.887,391.797 327.000,394.353 327.000 L 399.000 327.000 399.000 335.473 C 399.000 346.087,399.553 345.000,394.151 345.000 C 391.706 345.000,389.636 345.113,389.551 345.250 C 389.465 345.387,391.551 345.455,394.186 345.400 L 398.976 345.299 399.168 344.233 C 399.274 343.647,399.317 339.492,399.264 335.000 L 399.167 326.833 394.281 326.667 C 391.594 326.575,389.465 326.612,389.551 326.750 M113.489 327.078 C 113.401 327.310,113.368 346.625,113.416 370.000 L 113.503 412.500 113.585 369.750 L 113.667 327.000 123.333 327.000 L 133.000 327.000 133.000 369.828 L 133.000 412.657 123.333 412.753 L 113.666 412.849 123.417 412.841 L 133.167 412.833 133.167 369.833 L 133.167 326.833 123.408 326.745 C 115.781 326.676,113.615 326.749,113.489 327.078 M158.894 326.884 C 158.343 327.435,158.640 412.585,159.194 412.798 C 159.882 413.062,177.785 413.062,178.473 412.798 C 178.946 412.616,179.000 410.262,179.000 389.611 C 179.000 374.374,178.888 366.697,178.667 366.833 C 178.450 366.967,178.333 375.003,178.333 389.853 L 178.333 412.667 168.833 412.667 L 159.333 412.667 159.333 369.833 L 159.333 327.000 168.822 327.000 L 178.310 327.000 178.405 330.413 C 178.487 333.341,178.582 333.841,179.078 333.936 C 179.640 334.044,182.315 332.096,182.327 331.570 C 182.334 331.296,181.857 331.647,180.499 332.917 C 179.184 334.146,179.029 333.882,178.928 330.250 L 178.833 326.833 168.977 326.745 C 163.556 326.697,159.019 326.759,158.894 326.884 M283.000 327.224 C 281.871 327.610,278.321 329.432,278.449 329.560 C 278.524 329.635,279.467 329.265,280.543 328.737 C 281.619 328.209,282.875 327.613,283.333 327.411 C 284.173 327.042,283.930 326.906,283.000 327.224 M187.068 328.067 C 186.463 328.441,186.039 328.817,186.125 328.903 C 186.211 328.989,186.853 328.671,187.551 328.196 C 189.045 327.182,188.665 327.081,187.068 328.067 M217.361 327.440 C 218.081 327.991,220.000 328.920,220.000 328.717 C 220.000 328.574,219.470 328.204,218.822 327.895 C 217.776 327.396,216.981 327.148,217.361 327.440 M318.667 327.900 C 319.308 328.203,320.396 328.728,321.083 329.066 C 321.771 329.404,322.333 329.527,322.333 329.340 C 322.333 329.153,322.183 329.000,321.998 329.000 C 321.814 329.000,320.886 328.625,319.936 328.167 C 318.986 327.708,318.049 327.337,317.854 327.341 C 317.659 327.345,318.025 327.597,318.667 327.900 M41.833 327.976 C 40.550 328.081,42.875 328.167,47.000 328.167 C 51.395 328.167,53.465 328.081,52.000 327.960 C 48.980 327.711,44.991 327.717,41.833 327.976 M36.833 328.667 L 36.167 328.953 36.833 328.971 C 37.200 328.982,37.725 328.844,38.000 328.667 C 38.663 328.238,37.830 328.238,36.833 328.667 M55.667 328.667 C 56.951 329.078,57.637 329.078,57.000 328.667 C 56.725 328.489,56.125 328.356,55.667 328.372 L 54.833 328.400 55.667 328.667 M34.000 329.333 C 33.337 329.762,34.170 329.762,35.167 329.333 L 35.833 329.047 35.167 329.029 C 34.800 329.018,34.275 329.156,34.000 329.333 M58.028 329.120 C 58.420 329.458,60.036 329.660,59.842 329.347 C 59.724 329.156,59.236 329.000,58.758 329.000 C 58.280 329.000,57.951 329.054,58.028 329.120 M184.756 329.451 C 184.347 329.653,183.936 330.019,183.842 330.264 C 183.743 330.522,184.090 330.410,184.669 329.998 C 185.450 329.443,186.054 328.810,185.583 329.041 C 185.537 329.063,185.165 329.248,184.756 329.451 M31.167 330.179 C 29.821 330.795,30.626 330.796,32.045 330.180 C 32.662 329.912,32.942 329.699,32.667 329.707 C 32.392 329.715,31.717 329.927,31.167 330.179 M61.788 330.169 C 62.313 330.443,62.913 330.661,63.121 330.655 C 63.667 330.638,61.931 329.692,61.333 329.681 C 61.058 329.675,61.263 329.895,61.788 330.169 M222.000 330.375 C 222.458 330.752,223.321 331.501,223.917 332.038 C 224.512 332.576,225.000 332.912,225.000 332.786 C 225.000 332.443,221.887 329.689,221.500 329.689 C 221.317 329.689,221.542 329.997,222.000 330.375 M323.333 330.167 C 323.562 330.442,323.898 330.667,324.082 330.667 C 324.268 330.667,324.231 330.446,324.000 330.167 C 323.772 329.892,323.435 329.667,323.252 329.667 C 323.066 329.667,323.102 329.888,323.333 330.167 M0.878 330.745 C 0.571 331.890,0.637 448.104,0.945 448.589 C 1.153 448.916,3.330 448.991,10.690 448.922 L 20.167 448.833 20.253 430.417 L 20.339 412.000 21.103 412.000 C 21.523 412.000,22.047 412.180,22.267 412.400 C 22.538 412.672,22.667 412.682,22.667 412.433 C 22.667 412.001,20.726 411.257,20.295 411.524 C 20.130 411.626,20.000 419.825,20.000 430.186 L 20.000 448.667 10.667 448.667 L 1.333 448.667 1.333 389.500 L 1.333 330.333 10.667 330.333 L 20.000 330.333 20.000 332.833 C 20.000 334.208,20.112 335.334,20.250 335.334 C 20.387 335.334,20.425 334.172,20.333 332.751 L 20.167 330.167 10.624 330.078 L 1.080 329.990 0.878 330.745 M26.853 331.844 C 26.397 332.189,26.348 332.330,26.686 332.323 C 26.950 332.317,27.458 332.092,27.814 331.823 C 28.270 331.478,28.319 331.336,27.980 331.344 C 27.716 331.350,27.209 331.575,26.853 331.844 M66.147 331.844 C 66.503 332.113,66.944 332.333,67.127 332.333 C 67.311 332.333,67.170 332.113,66.814 331.844 C 66.458 331.575,66.017 331.355,65.833 331.355 C 65.650 331.355,65.791 331.575,66.147 331.844 M326.487 332.164 C 327.030 332.608,327.555 332.882,327.654 332.773 C 327.752 332.664,327.643 332.508,327.411 332.425 C 327.178 332.342,326.776 332.062,326.518 331.804 C 326.259 331.545,325.924 331.339,325.774 331.345 C 325.623 331.352,325.944 331.720,326.487 332.164 M69.000 333.134 C 69.000 333.307,71.302 334.667,71.596 334.667 C 71.720 334.667,71.270 334.292,70.595 333.833 C 69.414 333.031,69.000 332.849,69.000 333.134 M272.285 333.229 C 272.220 333.378,271.430 334.092,270.529 334.817 C 268.479 336.465,264.489 340.507,263.602 341.833 C 263.182 342.462,263.449 342.276,264.320 341.333 C 266.637 338.828,270.132 335.333,270.321 335.333 C 270.710 335.331,272.793 333.348,272.604 333.160 C 272.493 333.049,272.350 333.080,272.285 333.229 M329.308 334.208 C 331.516 336.143,335.736 340.365,336.586 341.489 C 336.997 342.033,337.333 342.355,337.333 342.204 C 337.333 342.053,336.973 341.501,336.532 340.977 C 336.091 340.453,335.679 339.907,335.615 339.762 C 335.419 339.315,330.031 334.398,328.902 333.637 C 328.207 333.168,328.349 333.368,329.308 334.208 M226.513 334.910 C 227.056 335.685,227.623 336.322,227.773 336.326 C 228.117 336.335,226.892 334.597,226.112 333.970 C 225.790 333.712,225.971 334.134,226.513 334.910 M72.694 335.441 C 72.771 335.501,73.358 335.888,74.000 336.302 L 75.167 337.055 74.167 336.196 C 73.617 335.723,73.029 335.336,72.861 335.335 C 72.693 335.334,72.618 335.382,72.694 335.441 M228.000 336.799 C 228.000 336.872,228.373 337.585,228.829 338.383 C 229.825 340.125,229.941 339.845,228.993 337.987 C 228.410 336.843,228.000 336.353,228.000 336.799 M75.333 337.489 C 75.333 337.575,75.697 337.838,76.141 338.073 C 76.585 338.308,77.733 339.245,78.692 340.155 C 79.652 341.065,80.376 341.652,80.302 341.459 C 79.952 340.549,75.333 336.859,75.333 337.489 M230.361 341.667 C 230.364 342.283,231.269 344.314,231.306 343.788 C 231.321 343.580,231.114 342.905,230.846 342.288 C 230.579 341.671,230.360 341.392,230.361 341.667 M80.667 341.910 C 80.667 342.074,81.004 342.565,81.417 343.001 C 81.829 343.437,82.504 344.245,82.917 344.795 C 83.329 345.346,83.667 345.646,83.667 345.462 C 83.667 345.277,82.992 344.336,82.167 343.370 C 81.342 342.403,80.667 341.746,80.667 341.910 M294.000 342.667 C 293.556 342.954,293.556 342.990,294.000 342.990 C 294.275 342.990,294.725 342.844,295.000 342.667 C 295.444 342.379,295.444 342.344,295.000 342.344 C 294.725 342.344,294.275 342.489,294.000 342.667 M305.028 342.453 C 305.420 342.792,307.036 342.994,306.842 342.680 C 306.724 342.489,306.236 342.333,305.758 342.333 C 305.280 342.333,304.951 342.387,305.028 342.453 M337.704 342.503 C 338.065 343.443,339.868 346.333,340.094 346.333 C 340.237 346.333,339.806 345.471,339.137 344.417 C 337.899 342.468,337.472 341.898,337.704 342.503 M188.219 343.705 C 187.514 344.077,187.023 344.467,187.127 344.572 C 187.232 344.676,187.544 344.573,187.822 344.343 C 188.100 344.112,188.891 343.722,189.580 343.476 C 190.285 343.225,190.542 343.029,190.167 343.029 C 189.800 343.029,188.923 343.334,188.219 343.705 M204.622 343.513 C 205.238 343.781,205.838 343.995,205.955 343.988 C 206.389 343.964,204.480 343.024,204.000 343.025 C 203.725 343.026,204.005 343.245,204.622 343.513 M262.000 344.000 C 261.608 344.550,261.363 345.000,261.455 345.000 C 261.546 345.000,261.942 344.550,262.333 344.000 C 262.725 343.450,262.970 343.000,262.879 343.000 C 262.787 343.000,262.392 343.450,262.000 344.000 M309.226 343.609 C 310.175 343.919,311.062 344.284,311.198 344.420 C 311.544 344.766,312.078 344.729,311.858 344.373 C 311.652 344.040,308.602 342.989,307.937 343.022 C 307.697 343.034,308.276 343.298,309.226 343.609 M289.480 344.156 C 288.639 344.793,289.003 344.799,290.212 344.169 C 290.737 343.895,290.933 343.670,290.647 343.669 C 290.361 343.668,289.836 343.887,289.480 344.156 M207.759 345.364 C 208.635 346.172,209.717 347.433,210.165 348.167 C 210.613 348.900,210.984 349.385,210.990 349.243 C 211.009 348.765,209.414 346.505,208.454 345.650 C 206.722 344.107,206.134 343.866,207.759 345.364 M231.552 345.833 C 231.664 346.567,231.810 347.229,231.878 347.306 C 232.130 347.592,231.941 345.807,231.651 345.167 C 231.441 344.702,231.411 344.904,231.552 345.833 M286.107 346.008 C 285.009 346.745,283.673 347.827,283.138 348.412 C 282.300 349.330,282.364 349.304,283.601 348.223 C 284.390 347.533,285.403 346.802,285.851 346.598 C 286.300 346.394,286.667 346.100,286.667 345.946 C 286.667 345.793,286.854 345.662,287.083 345.656 C 287.589 345.643,288.937 344.667,288.449 344.667 C 288.259 344.667,287.206 345.270,286.107 346.008 M46.083 345.572 C 46.587 345.648,47.413 345.648,47.917 345.572 C 48.421 345.496,48.008 345.433,47.000 345.433 C 45.992 345.433,45.579 345.496,46.083 345.572 M41.833 346.000 L 41.167 346.286 41.833 346.291 C 42.200 346.293,43.100 346.171,43.833 346.019 L 45.167 345.743 43.833 345.728 C 43.100 345.720,42.200 345.842,41.833 346.000 M50.167 346.019 C 50.900 346.171,51.800 346.293,52.167 346.291 L 52.833 346.286 52.167 346.000 C 51.800 345.842,50.900 345.720,50.167 345.728 L 48.833 345.743 50.167 346.019 M38.500 346.667 C 38.080 346.847,38.018 346.953,38.333 346.953 C 38.608 346.953,39.133 346.824,39.500 346.667 C 39.920 346.486,39.982 346.380,39.667 346.380 C 39.392 346.380,38.867 346.509,38.500 346.667 M84.650 347.059 C 85.022 347.458,85.413 348.058,85.519 348.392 C 85.625 348.726,85.854 349.000,86.027 349.000 C 86.201 349.000,85.946 348.400,85.460 347.667 C 84.975 346.933,84.442 346.333,84.276 346.333 C 84.110 346.333,84.278 346.660,84.650 347.059 M259.722 347.556 C 259.299 348.202,259.019 348.797,259.101 348.879 C 259.184 348.961,259.575 348.478,259.972 347.806 C 260.908 346.219,260.721 346.032,259.722 347.556 M183.458 347.583 C 182.597 348.766,182.120 349.703,182.822 348.833 C 183.118 348.467,183.653 347.829,184.011 347.417 C 184.369 347.004,184.541 346.667,184.394 346.667 C 184.246 346.667,183.825 347.079,183.458 347.583 M34.581 348.305 C 33.248 349.159,33.002 349.505,34.167 348.888 C 35.563 348.147,36.226 347.673,35.833 347.696 C 35.650 347.707,35.086 347.981,34.581 348.305 M58.455 348.169 C 59.670 348.803,59.979 348.807,59.147 348.177 C 58.791 347.908,58.275 347.684,58.000 347.679 C 57.725 347.675,57.930 347.895,58.455 348.169 M341.000 347.873 C 341.000 348.056,341.220 348.497,341.489 348.853 C 341.759 349.209,341.979 349.350,341.979 349.167 C 341.979 348.983,341.759 348.542,341.489 348.186 C 341.220 347.830,341.000 347.689,341.000 347.873 M232.066 348.667 C 232.066 349.125,232.187 349.875,232.333 350.333 L 232.600 351.167 232.600 350.333 C 232.600 349.875,232.480 349.125,232.333 348.667 L 232.066 347.833 232.066 348.667 M31.750 349.910 C 31.337 350.188,31.000 350.557,31.000 350.731 C 31.000 350.905,31.222 350.825,31.494 350.554 C 31.766 350.282,32.178 349.992,32.411 349.909 C 32.643 349.826,32.758 349.679,32.667 349.582 C 32.575 349.485,32.162 349.633,31.750 349.910 M61.500 349.833 C 61.867 350.095,62.354 350.472,62.583 350.668 C 62.813 350.865,63.000 350.888,63.000 350.718 C 63.000 350.388,61.529 349.326,61.095 349.344 C 60.951 349.350,61.133 349.570,61.500 349.833 M86.333 349.481 C 86.333 349.810,87.759 352.018,87.888 351.890 C 87.965 351.813,87.706 351.207,87.314 350.542 C 86.666 349.444,86.333 349.084,86.333 349.481 M258.210 350.455 C 257.440 352.079,257.559 352.436,258.345 350.860 C 258.704 350.141,258.943 349.498,258.876 349.431 C 258.809 349.364,258.509 349.825,258.210 350.455 M181.714 350.381 C 181.479 350.757,181.360 351.138,181.450 351.228 C 181.539 351.317,181.787 351.065,182.000 350.667 C 182.504 349.725,182.270 349.491,181.714 350.381 M211.203 350.500 C 211.478 351.726,211.668 351.992,211.662 351.139 C 211.659 350.787,211.504 350.275,211.318 350.000 C 211.071 349.635,211.040 349.770,211.203 350.500 M279.999 351.750 C 279.508 352.420,279.428 352.653,279.788 352.361 C 280.334 351.917,281.161 350.667,280.908 350.667 C 280.844 350.667,280.435 351.154,279.999 351.750 M342.677 351.421 C 342.671 351.561,342.804 351.936,342.972 352.255 C 343.140 352.573,343.460 353.326,343.684 353.927 C 343.907 354.529,344.138 354.973,344.197 354.915 C 344.255 354.856,344.120 354.289,343.895 353.654 C 343.452 352.402,342.693 351.011,342.677 351.421 M211.690 352.230 C 211.765 353.096,212.287 353.830,212.310 353.103 C 212.323 352.701,212.183 352.280,212.000 352.167 C 211.817 352.053,211.677 352.082,211.690 352.230 M88.021 352.500 C 88.021 352.683,88.241 353.125,88.511 353.480 C 88.780 353.836,89.000 353.977,89.000 353.794 C 89.000 353.611,88.780 353.170,88.511 352.814 C 88.241 352.458,88.021 352.317,88.021 352.500 M257.037 353.370 C 256.793 353.921,256.665 354.443,256.752 354.530 C 256.839 354.617,257.101 354.228,257.333 353.667 C 257.885 352.334,257.615 352.064,257.037 353.370 M232.748 382.578 L 232.667 412.657 222.917 412.750 L 213.167 412.844 222.927 412.922 C 230.487 412.982,232.723 412.906,232.846 412.583 C 232.934 412.354,232.966 398.742,232.918 382.333 L 232.830 352.500 232.748 382.578 M67.172 355.333 C 68.833 357.725,69.664 358.577,68.496 356.690 C 67.994 355.878,67.204 354.828,66.741 354.357 C 66.200 353.806,66.354 354.156,67.172 355.333 M180.039 355.215 C 179.789 355.971,179.667 356.794,179.766 357.045 C 179.866 357.295,179.959 357.117,179.974 356.650 C 179.988 356.183,180.164 355.636,180.365 355.435 C 180.565 355.235,180.676 354.794,180.611 354.456 C 180.532 354.048,180.340 354.304,180.039 355.215 M322.333 354.524 C 322.333 354.629,322.558 354.939,322.833 355.214 C 323.376 355.757,323.444 355.676,323.131 354.861 C 322.941 354.365,322.333 354.109,322.333 354.524 M212.380 355.667 C 212.380 356.125,212.509 356.800,212.667 357.167 C 212.928 357.774,212.953 357.760,212.953 357.000 C 212.953 356.542,212.824 355.867,212.667 355.500 C 212.406 354.892,212.380 354.907,212.380 355.667 M256.372 355.223 C 256.351 355.437,256.236 355.887,256.118 356.223 C 255.950 356.696,255.995 356.748,256.316 356.452 C 256.543 356.242,256.658 355.792,256.570 355.452 C 256.482 355.112,256.393 355.009,256.372 355.223 M277.360 355.950 C 277.162 356.320,277.001 356.820,277.002 357.061 C 277.003 357.303,277.231 357.065,277.508 356.534 C 277.785 356.002,277.946 355.502,277.866 355.422 C 277.786 355.342,277.559 355.579,277.360 355.950 M25.353 356.875 C 24.960 357.540,24.694 358.138,24.761 358.205 C 24.827 358.271,25.218 357.728,25.629 356.996 C 26.562 355.335,26.323 355.231,25.353 356.875 M255.537 358.000 C 255.255 359.400,254.964 361.782,255.191 360.833 C 255.278 360.467,255.515 359.622,255.716 358.955 C 255.917 358.289,256.012 357.539,255.927 357.289 C 255.842 357.038,255.666 357.358,255.537 358.000 M90.351 357.833 C 90.347 358.017,90.560 358.767,90.824 359.500 C 91.088 360.233,91.311 360.588,91.319 360.288 C 91.327 359.988,91.114 359.238,90.846 358.622 C 90.579 358.005,90.356 357.650,90.351 357.833 M213.159 385.167 C 213.159 400.200,213.200 406.301,213.250 398.725 C 213.300 391.149,213.300 378.849,213.250 371.392 C 213.200 363.935,213.159 370.133,213.159 385.167 M345.177 359.000 C 345.622 361.835,345.914 362.900,345.953 361.833 C 345.973 361.283,345.766 360.158,345.492 359.333 C 345.062 358.039,345.019 357.993,345.177 359.000 M179.228 359.127 C 179.103 359.454,179.015 360.196,179.033 360.777 C 179.066 361.806,179.075 361.799,179.374 360.522 C 179.704 359.114,179.603 358.149,179.228 359.127 M275.704 360.244 C 275.470 360.808,275.346 361.622,275.427 362.052 C 275.549 362.694,275.584 362.653,275.621 361.817 C 275.646 361.257,275.834 360.633,276.037 360.429 C 276.241 360.225,276.345 359.869,276.268 359.638 C 276.191 359.408,275.937 359.680,275.704 360.244 M23.404 360.344 C 23.182 360.700,23.001 361.180,23.002 361.412 C 23.003 361.644,23.231 361.399,23.508 360.867 C 24.086 359.759,24.009 359.375,23.404 360.344 M324.877 360.333 C 325.008 360.792,325.222 361.692,325.353 362.333 L 325.590 363.500 325.617 362.333 C 325.631 361.692,325.417 360.792,325.141 360.333 L 324.639 359.500 324.877 360.333 M70.011 360.183 C 70.005 360.376,70.135 360.676,70.301 360.850 C 70.467 361.024,70.674 361.467,70.762 361.833 C 70.919 362.484,70.924 362.483,70.961 361.814 C 70.983 361.436,70.780 360.836,70.511 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94.599,217.282 94.468 C 217.041 94.320,216.988 94.377,217.138 94.621 C 217.271 94.835,217.501 94.935,217.651 94.843 C 217.800 94.751,218.314 94.985,218.794 95.362 C 219.274 95.740,219.667 95.962,219.667 95.856 C 219.667 95.750,220.567 96.514,221.667 97.554 C 222.767 98.594,223.667 99.645,223.667 99.889 C 223.667 100.133,223.892 100.333,224.167 100.333 C 224.442 100.333,224.667 100.542,224.667 100.798 C 224.667 101.053,224.901 101.352,225.188 101.462 C 225.474 101.572,225.615 101.814,225.500 102.000 C 225.385 102.186,225.534 102.582,225.831 102.879 C 226.128 103.176,226.293 103.623,226.198 103.872 C 226.102 104.121,226.206 104.290,226.429 104.246 C 226.652 104.202,226.822 104.493,226.809 104.897 C 226.796 105.299,226.946 105.599,227.142 105.564 C 227.339 105.529,227.549 106.010,227.608 106.633 C 227.668 107.256,227.944 108.114,228.223 108.539 C 228.839 109.479,228.758 118.577,228.126 119.366 C 227.921 119.623,227.554 120.626,227.311 121.594 C 227.001 122.828,226.734 123.302,226.417 123.181 C 226.169 123.086,226.051 123.146,226.155 123.315 C 226.417 123.739,225.005 126.376,224.637 126.149 C 224.474 126.048,224.420 126.172,224.518 126.426 C 224.615 126.680,224.314 127.171,223.847 127.522 C 223.381 127.872,223.000 128.274,223.000 128.415 C 223.000 128.989,221.018 130.717,220.633 130.479 C 220.384 130.325,220.317 130.371,220.458 130.598 C 220.684 130.965,219.416 131.880,218.892 131.729 C 218.741 131.686,218.709 131.799,218.821 131.980 C 219.083 132.404,215.763 134.099,215.269 133.794 C 215.043 133.654,214.990 133.715,215.135 133.948 C 215.347 134.292,214.471 134.523,213.559 134.365 C 213.407 134.338,213.379 134.471,213.495 134.658 C 213.623 134.866,213.266 135.000,212.586 135.000 C 211.971 135.000,211.285 135.182,211.062 135.405 C 210.494 135.973,202.269 135.973,202.079 135.405 C 202.001 135.169,201.331 135.000,200.472 135.000 C 199.662 135.000,199.000 134.850,199.000 134.667 C 199.000 134.483,198.616 134.333,198.147 134.333 C 197.649 134.333,197.382 134.191,197.505 133.992 C 197.621 133.804,197.593 133.670,197.441 133.694 C 196.865 133.787,195.682 133.244,195.854 132.966 C 195.954 132.806,195.830 132.753,195.579 132.849 C 195.328 132.945,194.713 132.644,194.211 132.179 C 193.709 131.714,193.148 131.333,192.963 131.333 C 192.778 131.333,192.719 131.185,192.831 131.004 C 192.960 130.795,192.756 130.778,192.267 130.959 L 191.500 131.243 191.412 142.305 C 191.354 149.655,191.211 153.297,190.987 153.159 C 190.802 153.044,190.672 153.074,190.698 153.225 C 190.861 154.161,190.607 155.667,190.287 155.667 C 190.078 155.667,189.692 155.929,189.429 156.250 C 189.166 156.571,189.060 156.623,189.193 156.365 C 189.349 156.065,189.304 155.979,189.066 156.126 C 188.862 156.252,188.789 156.597,188.902 156.893 C 189.069 157.327,188.938 157.399,188.231 157.264 C 187.692 157.161,187.433 157.225,187.560 157.431 C 187.696 157.650,187.146 157.684,185.968 157.527 C 184.956 157.393,184.050 157.077,183.898 156.806 C 183.749 156.540,183.299 156.017,182.897 155.643 L 182.167 154.962 182.080 96.419 C 181.993 38.254,181.988 37.872,181.322 37.251 C 180.954 36.908,180.726 36.508,180.816 36.362 C 180.906 36.216,180.609 36.167,180.157 36.254 C 179.679 36.345,179.333 36.255,179.333 36.039 C 179.333 35.803,178.540 35.667,177.167 35.667 C 175.944 35.667,175.000 35.812,175.000 36.000 C 175.000 36.183,174.733 36.333,174.407 36.333 C 173.795 36.333,173.352 36.755,172.079 38.551 C 171.263 39.702,170.895 49.333,171.667 49.333 C 171.873 49.333,172.000 47.550,172.000 44.650 C 172.000 39.613,172.203 38.801,173.804 37.417 C 174.281 37.004,174.905 36.667,175.191 36.667 C 175.477 36.667,175.974 36.526,176.295 36.354 C 177.198 35.871,179.700 36.637,180.750 37.717 L 181.667 38.661 181.691 96.747 C 181.718 161.952,181.475 156.032,184.192 157.578 C 185.960 158.584,187.522 158.526,189.167 157.391 C 191.615 155.703,191.633 155.598,191.651 142.917 C 191.668 130.761,191.619 131.044,193.469 132.452 C 200.510 137.812,213.682 137.612,220.192 132.046 C 220.758 131.562,221.593 130.867,222.048 130.500 C 222.503 130.133,223.391 129.158,224.021 128.333 C 224.651 127.508,225.242 126.758,225.333 126.667 C 225.987 126.013,227.592 122.738,228.519 120.167 C 229.277 118.061,229.395 109.932,228.698 107.833 C 227.604 104.542,226.259 101.833,224.833 100.048 C 218.576 92.215,210.565 89.585,199.833 91.840 C 198.911 92.034,195.384 93.612,195.000 94.003 C 194.706 94.303,192.021 96.000,191.840 96.000 C 191.286 96.000,191.697 46.814,192.257 46.125 C 194.192 43.745,198.050 43.475,200.147 45.571 C 201.952 47.376,202.000 47.764,202.000 60.492 L 202.000 72.236 202.802 73.035 C 204.289 74.515,204.633 74.667,206.518 74.667 C 207.887 74.667,208.661 74.478,209.370 73.974 C 211.410 72.521,211.333 73.509,211.333 48.651 C 211.333 23.292,211.197 24.761,213.682 23.365 C 216.121 21.994,219.148 22.595,220.816 24.781 L 221.667 25.896 221.667 37.428 C 221.667 44.563,221.791 49.037,221.992 49.162 C 222.200 49.290,222.350 45.057,222.408 37.375 C 222.459 30.783,222.444 25.445,222.374 25.514 C 222.305 25.583,221.930 25.172,221.541 24.601 C 220.204 22.637,219.222 22.171,216.313 22.121 C 214.853 22.096,213.756 22.208,213.857 22.371 M199.199 23.885 C 203.532 26.724,202.098 33.958,197.085 34.552 C 193.628 34.962,191.667 32.895,191.667 28.844 L 191.667 26.026 193.003 24.702 C 194.821 22.903,197.217 22.587,199.199 23.885 M152.917 49.823 C 152.596 50.264,152.333 50.869,152.333 51.166 C 152.333 51.463,152.197 51.622,152.031 51.519 C 151.865 51.416,151.801 51.610,151.890 51.950 C 151.979 52.289,151.839 52.780,151.580 53.039 C 151.132 53.487,150.991 53.913,150.377 56.667 C 150.234 57.308,149.940 58.161,149.725 58.561 C 149.510 58.962,149.333 59.674,149.333 60.145 C 149.333 60.615,149.195 61.000,149.026 61.000 C 148.858 61.000,148.630 61.413,148.521 61.917 C 148.412 62.421,148.233 63.208,148.124 63.667 C 148.015 64.125,147.851 64.986,147.760 65.581 C 147.655 66.265,147.455 66.582,147.214 66.444 C 147.005 66.324,146.928 66.333,147.044 66.463 C 147.161 66.593,147.110 67.255,146.933 67.933 C 146.755 68.612,146.503 69.767,146.373 70.500 C 146.228 71.322,145.974 71.798,145.711 71.742 C 145.476 71.691,145.382 71.809,145.502 72.004 C 145.623 72.198,145.488 73.140,145.202 74.096 C 144.917 75.051,144.639 76.208,144.584 76.667 C 144.529 77.125,144.332 77.473,144.145 77.440 C 143.946 77.405,143.864 77.878,143.947 78.589 L 144.088 79.798 144.504 78.649 C 144.733 78.017,145.103 76.825,145.328 76.000 C 145.552 75.175,145.945 73.895,146.201 73.156 C 146.457 72.416,146.667 71.487,146.667 71.092 C 146.667 70.696,146.796 70.292,146.955 70.194 C 147.114 70.096,147.337 69.525,147.451 68.925 C 147.565 68.324,147.898 67.008,148.191 66.000 C 149.061 63.006,149.258 62.295,149.992 59.500 C 150.918 55.972,151.024 55.680,153.120 50.917 C 154.000 48.917,153.914 48.452,152.917 49.823 M239.000 49.323 C 244.688 49.589,246.468 50.581,247.095 53.833 C 247.202 54.383,247.536 55.658,247.839 56.667 C 248.508 58.891,248.930 60.406,249.370 62.154 C 249.552 62.880,249.825 63.630,249.976 63.820 C 250.126 64.011,250.331 64.617,250.431 65.167 C 250.796 67.181,251.291 68.757,251.675 69.124 C 252.199 69.625,251.789 66.912,251.124 65.479 C 250.863 64.917,250.616 63.994,250.575 63.428 C 250.534 62.862,250.392 62.465,250.260 62.546 C 250.128 62.627,249.946 62.350,249.856 61.930 C 249.202 58.869,248.887 57.127,248.947 56.892 C 248.985 56.741,248.879 56.702,248.711 56.806 C 248.543 56.910,248.328 56.508,248.234 55.914 C 247.871 53.638,247.296 51.932,246.660 51.250 C 246.297 50.860,246.000 50.419,246.000 50.270 C 246.000 50.122,245.718 50.000,245.374 50.000 C 245.030 50.000,244.562 49.775,244.333 49.500 C 243.997 49.094,243.063 49.012,239.376 49.064 L 234.833 49.127 239.000 49.323 M252.000 70.752 C 252.000 71.210,252.225 71.772,252.500 72.000 C 252.922 72.350,253.000 72.285,253.000 71.582 C 253.000 71.123,252.775 70.562,252.500 70.333 C 252.078 69.983,252.000 70.049,252.000 70.752 M252.667 72.972 C 252.667 73.129,252.886 73.762,253.154 74.378 L 253.641 75.500 253.654 74.286 C 253.662 73.504,253.488 73.003,253.167 72.879 C 252.892 72.774,252.667 72.816,252.667 72.972 M253.667 76.201 C 253.667 76.462,253.802 76.936,253.967 77.255 C 254.133 77.573,254.746 79.483,255.330 81.500 C 256.721 86.306,256.838 86.726,257.610 89.667 C 257.972 91.042,258.521 93.067,258.832 94.167 C 259.143 95.267,259.514 96.692,259.656 97.333 C 260.228 99.922,260.737 101.868,261.007 102.500 C 261.164 102.867,261.361 103.692,261.446 104.333 C 261.531 104.975,261.856 106.550,262.168 107.833 C 262.479 109.117,262.862 110.917,263.017 111.833 C 263.529 114.862,263.971 115.804,263.923 113.767 C 263.901 112.813,263.759 112.110,263.608 112.203 C 263.457 112.296,263.308 111.726,263.276 110.936 C 263.183 108.575,263.157 108.379,262.907 108.129 C 262.775 107.997,262.667 107.449,262.667 106.911 C 262.667 106.374,262.454 105.461,262.195 104.884 C 261.935 104.306,261.629 103.308,261.515 102.667 C 261.104 100.350,260.715 98.473,260.354 97.062 C 260.152 96.271,260.067 95.494,260.166 95.335 C 260.264 95.176,260.169 94.938,259.954 94.805 C 259.694 94.644,259.654 94.709,259.833 95.000 C 260.012 95.289,259.973 95.356,259.718 95.198 C 259.507 95.068,259.333 94.677,259.333 94.330 C 259.333 93.983,259.091 92.829,258.795 91.766 C 258.499 90.703,257.966 88.562,257.611 87.009 C 257.255 85.455,256.857 84.105,256.727 84.009 C 256.467 83.818,255.729 81.432,255.434 79.833 C 255.333 79.283,255.106 78.653,254.931 78.433 C 254.756 78.214,254.662 77.553,254.723 76.965 C 254.807 76.152,254.694 75.877,254.250 75.811 C 253.927 75.764,253.667 75.938,253.667 76.201 M143.408 80.410 C 143.214 80.644,143.005 81.360,142.944 82.001 C 142.883 82.642,142.668 83.137,142.466 83.100 C 142.247 83.060,142.162 83.363,142.255 83.848 C 142.340 84.297,142.168 85.175,141.872 85.799 C 141.576 86.423,141.327 87.286,141.319 87.717 C 141.294 89.006,140.483 91.706,140.204 91.426 C 140.061 91.283,139.987 91.317,140.040 91.500 C 140.212 92.102,139.644 94.333,139.318 94.333 C 139.143 94.333,139.000 94.858,139.000 95.500 C 139.000 97.459,139.474 96.813,140.286 93.750 C 140.710 92.146,141.178 90.458,141.325 90.000 C 141.472 89.542,141.850 88.192,142.166 87.000 C 142.482 85.808,142.854 84.533,142.992 84.167 C 143.867 81.853,144.122 79.550,143.408 80.410 M138.737 97.677 C 138.515 98.033,138.333 98.692,138.333 99.142 C 138.333 99.592,138.190 100.049,138.015 100.158 C 137.839 100.266,137.520 101.247,137.306 102.338 C 137.091 103.428,136.812 104.256,136.685 104.178 C 136.558 104.099,136.522 104.499,136.605 105.065 C 136.724 105.873,136.657 106.037,136.295 105.827 C 136.041 105.680,135.930 105.668,136.048 105.800 C 136.166 105.932,136.055 106.819,135.802 107.770 C 135.549 108.722,135.334 110.025,135.325 110.667 C 135.317 111.308,135.095 112.208,134.833 112.667 C 134.571 113.125,134.352 114.108,134.345 114.850 C 134.339 115.593,134.185 116.348,134.005 116.529 C 133.567 116.966,133.001 122.498,133.052 125.833 L 133.093 128.500 133.370 126.000 C 134.135 119.077,134.681 115.389,135.318 112.833 C 135.547 111.917,135.881 110.567,136.061 109.833 C 136.517 107.974,137.009 106.093,137.500 104.333 C 137.730 103.508,138.075 102.233,138.266 101.500 C 138.457 100.767,138.786 99.515,138.997 98.718 C 139.428 97.087,139.336 96.719,138.737 97.677 M202.667 101.543 C 201.658 101.810,200.652 102.047,200.431 102.070 C 200.210 102.093,200.084 102.200,200.151 102.309 C 200.218 102.417,199.724 102.778,199.053 103.110 C 197.929 103.667,195.333 106.819,195.333 107.627 C 195.333 107.811,195.160 108.068,194.948 108.198 C 194.690 108.358,194.653 108.283,194.835 107.968 C 194.987 107.707,194.979 107.616,194.819 107.763 C 194.660 107.907,194.477 108.420,194.413 108.904 C 194.348 109.387,194.154 110.046,193.981 110.369 C 193.547 111.179,193.585 116.095,194.034 117.234 C 194.815 119.218,196.124 121.667,196.403 121.667 C 196.564 121.667,196.652 121.926,196.598 122.243 C 196.544 122.559,196.650 122.827,196.833 122.838 C 197.505 122.877,198.680 123.709,198.492 124.013 C 198.386 124.185,198.531 124.236,198.816 124.127 C 199.101 124.018,199.333 124.084,199.333 124.273 C 199.333 124.706,201.222 125.667,202.071 125.667 C 202.420 125.667,202.624 125.799,202.524 125.962 C 202.422 126.127,204.183 126.266,206.513 126.278 C 209.062 126.291,210.609 126.176,210.489 125.983 C 210.382 125.809,210.753 125.667,211.314 125.667 C 211.874 125.667,212.333 125.517,212.333 125.333 C 212.333 125.150,212.548 125.000,212.810 125.000 C 213.071 125.000,213.520 124.765,213.807 124.479 C 214.094 124.192,214.503 124.065,214.716 124.197 C 214.950 124.342,215.013 124.291,214.876 124.068 C 214.750 123.866,214.956 123.535,215.333 123.333 C 215.713 123.130,215.916 122.800,215.788 122.593 C 215.639 122.351,215.749 122.294,216.101 122.429 C 216.401 122.544,216.748 122.471,216.874 122.267 C 217.021 122.030,216.935 121.984,216.635 122.140 C 216.377 122.273,216.429 122.168,216.750 121.905 C 217.071 121.642,217.333 121.189,217.333 120.900 C 217.333 120.610,217.483 120.280,217.667 120.167 C 217.850 120.053,218.000 119.726,218.000 119.440 C 218.000 119.014,217.908 118.995,217.500 119.333 C 217.225 119.562,217.000 119.886,217.000 120.055 C 217.000 120.632,214.502 123.093,212.833 124.161 C 207.600 127.509,200.322 126.086,196.660 121.000 C 194.491 117.988,193.820 114.836,194.573 111.199 C 194.842 109.898,195.164 108.759,195.288 108.667 C 195.412 108.575,195.695 108.088,195.916 107.584 C 197.690 103.547,203.969 100.628,208.699 101.642 C 212.327 102.421,214.579 103.894,216.642 106.839 C 217.389 107.905,218.000 108.525,218.000 108.217 C 218.000 107.577,217.432 106.502,216.583 105.537 C 216.262 105.173,216.000 104.753,216.000 104.604 C 216.000 104.455,215.858 104.333,215.684 104.333 C 215.510 104.333,214.963 103.958,214.468 103.500 C 213.974 103.042,213.304 102.667,212.979 102.667 C 212.654 102.667,212.334 102.503,212.268 102.304 C 211.886 101.159,205.903 100.685,202.667 101.543 M218.000 109.406 C 218.000 109.659,218.135 110.009,218.301 110.183 C 218.467 110.357,218.680 110.800,218.775 111.167 C 218.870 111.533,218.922 111.245,218.891 110.526 C 218.839 109.350,218.000 108.294,218.000 109.406 M218.667 116.171 C 218.667 116.449,218.493 116.954,218.281 117.294 C 217.878 117.938,218.127 119.167,218.601 118.874 C 218.904 118.687,219.137 115.667,218.849 115.667 C 218.749 115.667,218.667 115.894,218.667 116.171 M263.837 116.328 C 263.722 116.514,263.719 116.814,263.830 116.995 C 263.942 117.175,264.159 117.963,264.313 118.745 L 264.594 120.167 264.630 118.270 C 264.665 116.476,264.299 115.580,263.837 116.328 M264.889 121.556 C 264.556 121.888,264.621 123.488,264.982 123.850 C 265.155 124.024,265.352 125.067,265.419 126.167 C 265.513 127.711,265.555 127.463,265.604 125.083 C 265.644 123.096,265.541 122.000,265.314 122.000 C 265.120 122.000,265.053 121.850,265.167 121.667 C 265.400 121.289,265.225 121.219,264.889 121.556 M265.500 133.502 C 265.500 136.003,265.594 136.636,265.944 136.502 C 266.188 136.409,266.451 136.333,266.527 136.333 C 266.828 136.333,266.646 131.584,266.322 130.978 C 265.679 129.777,265.500 130.325,265.500 133.502 M132.978 135.219 C 132.899 136.898,132.924 138.215,133.035 138.146 C 133.145 138.077,133.330 139.243,133.446 140.737 C 133.561 142.231,133.785 143.539,133.943 143.643 C 134.102 143.748,134.324 144.637,134.438 145.619 C 134.551 146.601,134.779 147.576,134.943 147.785 C 135.227 148.146,135.669 150.307,135.782 151.885 C 135.810 152.280,135.971 152.518,136.140 152.413 C 136.310 152.309,136.349 152.479,136.227 152.796 C 136.106 153.111,136.126 153.295,136.271 153.205 C 136.415 153.116,136.733 153.746,136.975 154.605 C 137.218 155.464,137.635 156.516,137.901 156.944 C 138.166 157.371,138.299 157.941,138.196 158.211 C 138.092 158.481,138.140 158.619,138.302 158.519 C 138.618 158.324,139.000 159.071,139.000 159.884 C 139.000 160.158,139.234 160.615,139.519 160.900 C 139.805 161.186,139.961 161.620,139.867 161.866 C 139.773 162.111,139.862 162.415,140.066 162.541 C 140.290 162.679,140.343 162.618,140.198 162.385 C 140.068 162.173,140.035 162.000,140.126 162.000 C 140.217 162.000,140.786 163.012,141.390 164.250 C 141.994 165.487,142.603 166.550,142.744 166.611 C 142.885 166.672,143.000 166.901,143.000 167.120 C 143.000 167.339,143.306 167.781,143.681 168.101 C 144.055 168.422,144.269 168.834,144.156 169.017 C 144.043 169.200,144.142 169.309,144.377 169.258 C 144.611 169.208,144.810 169.342,144.818 169.557 C 144.827 169.771,145.159 170.321,145.556 170.778 C 146.367 171.710,147.129 172.996,147.170 173.500 C 147.185 173.683,147.378 173.796,147.598 173.750 C 147.819 173.704,148.000 173.797,148.000 173.956 C 148.000 174.116,148.862 175.117,149.917 176.183 C 150.971 177.248,151.783 178.280,151.722 178.476 C 151.661 178.673,151.711 178.733,151.833 178.611 C 152.123 178.321,153.534 179.732,153.389 180.167 C 153.328 180.350,153.375 180.402,153.494 180.283 C 153.614 180.164,154.213 180.539,154.826 181.117 C 156.043 182.263,156.414 182.566,157.667 183.435 C 158.125 183.753,158.503 184.197,158.507 184.423 C 158.512 184.649,158.774 184.789,159.091 184.735 C 159.430 184.678,159.667 184.849,159.667 185.152 C 159.667 185.435,159.883 185.667,160.147 185.667 C 160.411 185.667,160.734 185.840,160.865 186.052 C 161.023 186.306,160.955 186.345,160.667 186.167 C 160.384 185.992,160.311 186.027,160.459 186.267 C 160.585 186.471,160.907 186.554,161.175 186.451 C 161.447 186.346,161.751 186.500,161.866 186.799 C 161.979 187.093,162.289 187.333,162.555 187.333 C 162.836 187.333,162.940 187.495,162.802 187.718 C 162.655 187.956,162.710 188.013,162.947 187.866 C 163.157 187.736,163.832 188.013,164.446 188.482 C 165.060 188.950,165.745 189.333,165.968 189.333 C 166.190 189.333,166.281 189.482,166.169 189.663 C 166.052 189.852,166.186 189.908,166.483 189.794 C 166.767 189.685,167.000 189.744,167.000 189.925 C 167.000 190.107,167.262 190.350,167.583 190.466 C 168.662 190.856,169.834 191.663,169.761 191.965 C 169.722 192.130,169.964 192.193,170.299 192.106 C 170.659 192.011,170.991 192.161,171.110 192.473 C 171.221 192.763,171.663 193.000,172.092 193.000 C 172.522 193.000,173.164 193.236,173.520 193.525 C 173.875 193.813,173.956 193.940,173.698 193.807 C 173.388 193.645,173.312 193.695,173.472 193.954 C 173.604 194.169,173.859 194.254,174.038 194.143 C 174.216 194.033,174.769 194.212,175.265 194.542 C 175.761 194.872,176.392 195.147,176.667 195.154 C 176.942 195.161,177.131 195.349,177.087 195.571 C 177.044 195.794,177.204 195.901,177.444 195.809 C 178.190 195.522,183.702 198.550,184.835 199.868 C 185.212 200.307,185.653 200.667,185.814 200.667 C 186.241 200.667,188.000 202.713,188.000 203.210 C 188.000 203.443,188.248 203.772,188.551 203.942 C 188.878 204.125,189.020 204.468,188.899 204.781 C 188.787 205.073,188.862 205.415,189.066 205.541 C 189.306 205.689,189.341 205.616,189.167 205.333 C 188.988 205.045,189.027 204.977,189.282 205.135 C 189.493 205.266,189.667 205.648,189.667 205.984 C 189.667 206.320,189.909 206.688,190.205 206.802 C 190.565 206.940,190.691 207.277,190.587 207.821 C 190.500 208.281,190.583 208.605,190.779 208.567 C 190.969 208.530,191.389 209.449,191.710 210.610 C 192.032 211.770,192.434 212.895,192.603 213.110 C 193.036 213.661,193.694 218.148,194.346 225.000 C 194.529 226.925,194.826 228.550,195.006 228.611 C 195.743 228.861,195.416 247.433,194.678 247.240 C 194.290 247.138,194.052 247.224,194.095 247.451 C 194.135 247.664,193.650 247.882,193.003 247.944 C 192.363 248.005,191.753 248.193,191.648 248.363 C 191.543 248.534,190.849 248.709,190.106 248.753 C 189.301 248.801,188.810 248.979,188.892 249.194 C 188.977 249.420,188.669 249.503,188.068 249.414 C 187.482 249.328,186.906 249.475,186.591 249.790 C 186.306 250.075,185.495 250.372,184.787 250.451 C 184.079 250.530,183.537 250.761,183.583 250.964 C 183.629 251.167,183.265 251.333,182.774 251.333 C 181.805 251.333,179.992 251.845,178.667 252.492 C 178.208 252.716,177.083 253.086,176.167 253.314 C 175.250 253.542,174.172 253.885,173.772 254.076 C 173.371 254.266,172.734 254.342,172.356 254.243 C 171.977 254.144,171.569 254.222,171.449 254.416 C 171.311 254.639,171.392 254.670,171.667 254.500 C 171.955 254.322,172.023 254.361,171.865 254.615 C 171.734 254.827,171.111 255.000,170.480 255.000 C 169.849 255.000,169.333 255.150,169.333 255.333 C 169.333 255.517,169.071 255.668,168.750 255.669 C 168.429 255.670,167.737 255.895,167.212 256.169 C 166.687 256.443,165.981 256.667,165.644 256.667 C 165.307 256.667,164.687 256.806,164.266 256.977 C 163.845 257.148,163.087 257.375,162.583 257.483 C 161.522 257.710,161.233 259.429,162.194 259.798 C 163.289 260.218,236.509 260.024,236.933 259.600 C 237.984 258.550,237.211 257.333,235.492 257.333 C 235.060 257.333,234.613 257.183,234.500 257.000 C 234.387 256.817,233.932 256.667,233.490 256.667 C 233.048 256.667,231.838 256.292,230.801 255.833 C 229.765 255.375,228.700 255.000,228.434 255.000 C 228.168 255.000,226.834 254.625,225.468 254.167 C 224.103 253.708,222.755 253.333,222.473 253.333 C 222.171 253.333,222.058 253.176,222.198 252.948 C 222.350 252.704,222.289 252.654,222.033 252.813 C 221.545 253.114,219.908 252.753,220.130 252.393 C 220.216 252.253,219.831 252.104,219.273 252.061 C 218.715 252.019,217.986 251.837,217.651 251.659 C 217.317 251.480,216.602 251.333,216.063 251.333 C 215.523 251.333,214.895 251.108,214.667 250.833 C 214.438 250.558,213.965 250.333,213.614 250.333 C 213.263 250.333,212.644 250.123,212.238 249.865 C 211.832 249.608,210.862 249.295,210.082 249.169 C 209.205 249.028,208.748 248.805,208.883 248.586 C 209.017 248.370,208.944 248.329,208.698 248.481 C 208.475 248.618,207.890 248.579,207.397 248.394 C 206.903 248.209,205.797 247.865,204.938 247.629 C 203.859 247.333,203.320 246.989,203.193 246.517 C 202.917 245.490,203.016 240.227,203.376 236.833 C 203.550 235.183,203.827 232.108,203.990 230.000 C 204.618 221.870,204.919 219.134,205.286 218.228 C 205.496 217.712,205.667 216.805,205.667 216.212 C 205.667 215.619,205.828 214.972,206.026 214.774 C 206.224 214.576,206.330 213.984,206.261 213.457 L 206.137 212.500 205.773 213.333 C 204.807 215.545,203.718 224.000,203.027 234.667 C 202.307 245.775,202.500 247.643,204.419 248.156 C 207.120 248.879,207.950 249.137,208.884 249.543 C 209.461 249.794,210.176 250.000,210.472 250.000 C 210.767 250.000,211.270 250.136,211.588 250.303 C 211.906 250.470,213.517 251.018,215.167 251.521 C 219.700 252.903,220.756 253.240,221.667 253.597 C 222.125 253.777,223.850 254.337,225.500 254.842 C 227.150 255.347,228.800 255.868,229.167 256.000 C 229.533 256.133,230.358 256.391,231.000 256.575 C 234.352 257.534,235.997 258.176,235.893 258.487 C 235.772 258.850,164.888 259.191,163.417 258.835 C 162.335 258.574,162.495 258.090,163.750 257.821 C 164.346 257.694,164.983 257.482,165.167 257.351 C 165.350 257.219,166.400 256.913,167.500 256.669 C 168.600 256.425,169.642 256.100,169.817 255.946 C 169.991 255.793,170.398 255.667,170.722 255.667 C 171.046 255.667,171.803 255.456,172.405 255.199 C 173.007 254.941,174.175 254.547,175.000 254.322 C 175.825 254.097,176.973 253.708,177.550 253.457 C 178.128 253.206,178.907 253.000,179.281 253.000 C 179.655 253.000,180.053 252.850,180.167 252.667 C 180.280 252.483,180.730 252.333,181.167 252.333 C 181.603 252.333,182.043 252.200,182.143 252.038 C 182.244 251.875,182.871 251.640,183.537 251.515 C 184.204 251.390,184.993 251.163,185.291 251.010 C 185.589 250.857,186.508 250.551,187.333 250.330 C 188.158 250.109,189.358 249.729,190.000 249.486 C 190.642 249.242,191.966 248.852,192.943 248.618 C 195.864 247.920,196.332 247.251,196.338 243.766 C 196.347 238.344,195.641 229.126,194.645 221.667 C 194.437 220.108,194.188 218.043,194.091 217.077 C 193.995 216.111,193.785 215.240,193.625 215.141 C 193.465 215.042,193.333 214.378,193.333 213.667 C 193.333 212.955,193.195 212.287,193.026 212.183 C 192.856 212.078,192.612 211.511,192.483 210.924 C 192.354 210.336,192.134 209.625,191.995 209.344 C 191.856 209.063,191.318 207.933,190.800 206.833 C 189.023 203.056,185.527 198.667,184.296 198.667 C 184.133 198.667,184.000 198.552,184.000 198.412 C 184.000 198.158,183.012 197.556,181.917 197.142 C 181.596 197.021,181.333 196.790,181.333 196.628 C 181.333 196.466,181.146 196.333,180.917 196.333 C 180.381 196.332,167.504 189.850,166.186 188.917 C 165.992 188.780,164.408 187.663,162.667 186.434 C 160.925 185.206,159.333 184.043,159.129 183.850 C 158.925 183.658,158.100 182.977,157.296 182.338 C 155.359 180.799,150.088 175.542,148.646 173.711 C 148.016 172.910,147.344 172.085,147.152 171.878 C 145.282 169.846,142.879 165.928,140.482 161.000 C 138.025 155.949,138.187 156.340,136.900 152.333 C 134.762 145.678,134.506 144.377,133.388 134.500 L 133.124 132.167 132.978 135.219 M265.212 140.917 C 265.102 141.971,264.926 143.433,264.822 144.167 C 264.645 145.415,264.666 145.459,265.150 144.853 C 265.517 144.393,265.667 143.455,265.667 141.603 C 265.667 138.523,265.491 138.258,265.212 140.917 M264.108 147.667 C 263.697 149.236,263.776 149.690,264.362 149.105 C 264.554 148.912,264.664 148.174,264.606 147.464 L 264.500 146.173 264.108 147.667 M263.417 150.569 C 263.188 151.063,263.000 151.877,263.000 152.380 C 263.000 152.883,262.862 153.380,262.692 153.484 C 262.523 153.589,262.279 154.155,262.150 154.743 C 262.021 155.331,261.797 156.041,261.652 156.322 C 261.508 156.603,261.132 157.433,260.818 158.167 C 259.866 160.391,257.692 164.760,256.907 166.029 C 255.682 168.008,254.252 170.128,253.865 170.539 C 253.664 170.752,253.200 171.352,252.833 171.872 C 250.030 175.852,239.450 185.402,235.607 187.421 C 235.177 187.648,234.376 188.139,233.829 188.512 C 233.281 188.885,232.383 189.410,231.833 189.678 C 231.283 189.946,230.758 190.257,230.667 190.369 C 230.523 190.544,226.800 192.378,220.000 195.625 C 218.992 196.106,218.092 196.592,218.000 196.705 C 217.908 196.818,217.496 197.015,217.083 197.144 C 216.671 197.273,216.333 197.518,216.333 197.689 C 216.333 197.860,216.170 198.000,215.970 198.000 C 215.309 198.000,213.008 199.826,213.155 200.233 C 213.234 200.453,213.111 200.560,212.880 200.472 C 211.889 200.092,208.874 204.465,207.345 208.500 C 207.206 208.867,206.847 209.734,206.546 210.428 C 205.852 212.030,205.837 212.550,206.500 212.000 C 206.775 211.772,207.000 211.247,207.000 210.833 C 207.000 210.420,207.225 209.895,207.500 209.667 C 207.775 209.438,208.000 208.895,208.000 208.459 C 208.000 208.023,208.150 207.667,208.333 207.667 C 208.517 207.667,208.667 207.292,208.667 206.833 C 208.667 206.375,208.814 206.000,208.994 206.000 C 209.173 206.000,209.415 205.625,209.530 205.167 C 209.645 204.708,209.873 204.333,210.036 204.333 C 210.200 204.333,210.333 204.017,210.333 203.631 C 210.333 203.133,210.484 202.986,210.851 203.127 C 211.135 203.236,211.288 203.197,211.191 203.039 C 210.933 202.622,212.235 201.233,212.645 201.487 C 212.861 201.620,212.909 201.485,212.773 201.129 C 212.630 200.756,212.682 200.637,212.923 200.786 C 213.126 200.911,213.425 200.776,213.588 200.486 C 213.750 200.196,214.130 199.922,214.432 199.878 C 214.734 199.833,215.098 199.669,215.240 199.512 C 215.383 199.355,215.275 199.339,215.000 199.475 C 214.725 199.612,214.875 199.415,215.333 199.036 C 215.792 198.658,216.413 198.345,216.714 198.341 C 217.016 198.337,217.354 198.093,217.467 197.799 C 217.598 197.457,217.878 197.343,218.243 197.483 C 218.556 197.603,218.699 197.588,218.560 197.449 C 218.312 197.201,218.973 196.783,221.550 195.556 C 224.666 194.072,225.190 193.855,225.580 193.889 C 225.807 193.909,225.915 193.799,225.820 193.646 C 225.726 193.493,226.179 193.267,226.829 193.146 C 227.478 193.024,228.134 192.702,228.286 192.430 C 228.438 192.158,228.942 191.913,229.405 191.885 C 229.983 191.849,230.191 191.685,230.067 191.362 C 229.959 191.078,230.031 190.980,230.250 191.115 C 230.450 191.238,230.813 191.150,231.056 190.919 C 231.593 190.412,234.900 188.617,235.186 188.678 C 235.297 188.702,235.489 188.611,235.611 188.474 C 235.733 188.338,235.646 188.334,235.417 188.466 C 235.188 188.598,235.000 188.625,235.000 188.526 C 235.000 188.428,235.573 188.055,236.272 187.698 C 236.972 187.341,237.739 186.814,237.977 186.528 C 238.214 186.242,238.530 186.082,238.678 186.174 C 238.826 186.265,239.243 185.963,239.605 185.503 C 239.967 185.043,240.429 184.667,240.631 184.667 C 240.834 184.667,241.000 184.549,241.000 184.405 C 241.000 184.072,243.076 182.819,243.441 182.932 C 243.593 182.978,243.631 182.879,243.528 182.711 C 243.424 182.544,243.675 182.183,244.086 181.909 C 244.497 181.636,245.499 180.757,246.313 179.956 C 247.127 179.155,247.914 178.537,248.063 178.583 C 248.212 178.629,248.296 178.539,248.250 178.382 C 248.204 178.225,248.767 177.498,249.500 176.765 C 251.251 175.015,252.000 174.075,252.000 173.627 C 252.000 173.426,252.200 173.339,252.444 173.433 C 252.689 173.526,252.889 173.425,252.889 173.208 C 252.889 172.698,253.998 171.000,254.331 171.000 C 254.471 171.000,254.771 170.552,254.998 170.004 C 255.225 169.457,255.566 169.105,255.757 169.222 C 255.947 169.340,256.011 169.288,255.899 169.106 C 255.786 168.924,256.132 168.263,256.667 167.638 C 257.202 167.012,257.646 166.246,257.653 165.936 C 257.661 165.626,257.814 165.281,257.995 165.170 C 258.175 165.058,259.052 163.476,259.942 161.653 C 260.833 159.831,261.668 158.446,261.799 158.576 C 261.929 158.707,261.936 158.554,261.814 158.237 C 261.691 157.916,261.831 157.299,262.130 156.842 C 262.425 156.392,262.667 155.709,262.667 155.325 C 262.667 154.883,262.807 154.714,263.052 154.865 C 263.277 155.004,263.346 154.957,263.220 154.752 C 262.961 154.333,263.323 152.288,263.624 152.473 C 263.739 152.544,263.877 151.942,263.930 151.135 C 264.043 149.425,263.980 149.356,263.417 150.569 M192.500 224.000 C 192.257 224.393,192.572 225.000,193.020 225.000 C 193.192 225.000,193.333 224.700,193.333 224.333 C 193.333 223.630,192.848 223.436,192.500 224.000 M119.551 277.417 C 119.636 277.554,119.504 277.667,119.257 277.667 C 119.010 277.667,118.229 277.962,117.521 278.323 C 116.814 278.683,116.119 278.907,115.977 278.819 C 115.836 278.732,115.414 279.049,115.040 279.525 C 114.666 280.000,114.206 280.294,114.017 280.177 C 113.806 280.047,113.759 280.185,113.894 280.537 C 114.059 280.967,113.996 281.041,113.640 280.835 C 113.380 280.683,113.267 280.672,113.389 280.808 C 113.699 281.154,112.622 282.345,112.222 282.098 C 112.032 281.980,112.005 282.072,112.158 282.319 C 112.301 282.551,112.284 282.837,112.118 282.954 C 111.611 283.314,110.667 284.949,110.667 285.469 C 110.667 285.739,110.493 286.068,110.282 286.198 C 110.027 286.356,109.988 286.289,110.167 286.000 C 110.328 285.739,110.305 285.645,110.109 285.766 C 109.487 286.151,109.753 294.715,110.418 295.693 C 110.739 296.166,110.894 296.662,110.761 296.795 C 110.628 296.928,110.712 297.156,110.948 297.301 C 111.185 297.447,111.415 297.818,111.460 298.126 C 111.505 298.433,111.646 298.643,111.774 298.592 C 112.044 298.485,113.498 300.713,113.400 301.083 C 113.363 301.221,113.446 301.297,113.583 301.253 C 113.995 301.120,115.348 302.207,115.091 302.464 C 114.961 302.595,115.136 302.593,115.482 302.461 C 115.924 302.291,116.037 302.337,115.863 302.618 C 115.728 302.837,115.741 302.989,115.892 302.954 C 116.043 302.920,116.617 303.089,117.167 303.329 C 117.717 303.569,118.767 303.862,119.500 303.980 C 120.233 304.099,120.800 304.365,120.759 304.571 C 120.707 304.831,121.479 304.914,123.259 304.840 C 126.360 304.711,126.694 304.648,126.441 304.239 C 126.325 304.051,126.796 303.974,127.597 304.050 C 128.350 304.122,128.923 304.038,128.891 303.859 C 128.859 303.684,129.109 303.480,129.447 303.406 C 129.784 303.333,130.352 302.981,130.709 302.624 C 131.066 302.268,131.490 302.058,131.652 302.158 C 131.814 302.258,132.239 301.968,132.596 301.514 C 132.953 301.061,133.348 300.792,133.473 300.918 C 133.599 301.044,133.593 300.862,133.460 300.515 C 133.266 300.011,133.333 299.928,133.793 300.105 C 134.114 300.228,134.284 300.189,134.177 300.017 C 134.072 299.847,134.224 299.575,134.514 299.412 C 134.804 299.250,135.074 298.903,135.114 298.642 C 135.229 297.879,135.687 297.307,136.019 297.512 C 136.188 297.616,136.247 297.496,136.151 297.245 C 136.055 296.995,136.205 296.349,136.486 295.811 C 136.766 295.273,136.997 294.337,136.998 293.730 C 136.999 293.124,137.117 292.700,137.260 292.788 C 137.679 293.047,136.983 286.926,136.474 285.876 C 136.219 285.350,136.106 284.764,136.224 284.575 C 136.346 284.376,136.274 284.331,136.052 284.468 C 135.830 284.605,135.667 284.506,135.667 284.233 C 135.667 283.802,134.822 282.762,132.440 280.261 C 131.966 279.763,131.073 279.189,130.456 278.985 C 129.838 278.782,129.333 278.494,129.333 278.346 C 129.333 278.199,128.996 277.966,128.583 277.828 C 127.542 277.482,119.359 277.109,119.551 277.417 M126.901 278.034 C 131.901 280.003,134.735 282.687,136.017 286.667 C 136.621 288.542,136.616 293.977,136.008 295.252 C 135.769 295.755,135.332 296.680,135.037 297.307 C 131.723 304.351,120.945 306.204,114.704 300.802 C 113.082 299.398,111.000 296.371,111.000 295.416 C 111.000 295.077,110.830 294.630,110.621 294.421 C 110.099 293.899,110.086 287.781,110.606 287.260 C 110.823 287.044,111.000 286.609,111.000 286.294 C 111.000 285.622,112.053 283.672,112.417 283.669 C 112.554 283.668,112.667 283.450,112.667 283.186 C 112.667 280.201,122.952 276.478,126.901 278.034 M368.871 294.060 C 368.948 294.185,368.858 294.381,368.672 294.497 C 368.450 294.634,368.333 300.168,368.333 310.520 L 368.333 326.333 364.176 326.333 L 360.019 326.333 359.926 336.116 C 359.866 342.478,359.950 345.898,360.167 345.897 C 360.350 345.896,362.262 345.919,364.417 345.947 L 368.333 346.000 368.333 379.355 C 368.333 401.710,368.447 412.923,368.678 413.355 C 369.008 413.971,369.481 414.000,379.306 414.000 L 389.589 414.000 389.790 413.250 C 389.900 412.837,389.993 397.537,389.995 379.250 L 390.000 346.000 394.981 346.000 L 399.963 346.000 399.990 336.167 L 400.017 326.333 395.009 326.333 L 390.000 326.333 389.947 310.417 C 389.919 301.662,389.896 294.350,389.897 294.167 C 389.898 293.951,386.149 293.833,379.314 293.833 C 373.493 293.833,368.793 293.935,368.871 294.060 M389.464 295.194 C 389.576 295.484,389.667 302.680,389.667 311.185 L 389.667 326.649 394.583 326.741 L 399.500 326.833 399.589 335.793 C 399.697 346.652,400.225 345.667,394.293 345.667 L 389.667 345.667 389.667 378.973 C 389.667 397.291,389.576 412.516,389.464 412.806 C 389.200 413.494,370.082 413.616,369.400 412.933 C 369.094 412.628,369.000 404.659,369.000 379.100 L 369.000 345.667 365.006 345.667 C 360.143 345.667,360.618 346.796,360.740 335.500 L 360.833 326.833 364.833 326.667 L 368.833 326.500 368.920 311.030 C 368.980 300.284,369.120 295.424,369.378 295.113 C 369.980 294.388,389.185 294.465,389.464 295.194 M195.750 323.892 C 195.338 323.977,195.000 324.160,195.000 324.299 C 195.000 324.438,194.526 324.482,193.946 324.396 C 193.195 324.286,192.768 324.411,192.462 324.829 C 192.177 325.219,191.749 325.363,191.193 325.257 C 190.731 325.168,190.419 325.202,190.499 325.331 C 190.638 325.556,190.416 325.686,188.167 326.691 C 187.617 326.937,186.914 327.347,186.604 327.602 C 186.295 327.857,185.859 327.952,185.636 327.814 C 185.377 327.654,185.316 327.703,185.468 327.948 C 185.603 328.166,185.512 328.333,185.260 328.333 C 185.015 328.333,184.558 328.633,184.244 329.000 C 183.930 329.367,183.455 329.667,183.189 329.667 C 182.922 329.667,182.490 329.973,182.228 330.347 C 181.965 330.722,181.551 330.984,181.307 330.931 C 181.063 330.877,180.857 331.026,180.848 331.262 C 180.840 331.498,180.608 331.831,180.333 332.002 C 179.908 332.266,179.809 331.881,179.667 329.406 L 179.500 326.500 168.833 326.500 L 158.167 326.500 158.167 370.167 L 158.167 413.833 168.644 413.922 C 176.804 413.990,179.181 413.916,179.389 413.588 C 179.536 413.356,179.659 402.038,179.662 388.436 C 179.665 372.315,179.783 363.634,180.000 363.500 C 180.183 363.387,180.333 362.037,180.333 360.500 C 180.333 358.963,180.483 357.613,180.667 357.500 C 180.850 357.387,181.000 356.845,181.000 356.297 C 181.000 355.749,181.212 354.890,181.471 354.389 C 181.731 353.887,182.047 352.921,182.175 352.241 C 182.302 351.562,182.538 351.087,182.699 351.187 C 182.861 351.286,182.903 351.135,182.794 350.851 C 182.685 350.566,182.744 350.333,182.925 350.333 C 183.107 350.333,183.338 350.018,183.439 349.633 C 183.555 349.188,183.770 349.024,184.029 349.185 C 184.294 349.348,184.351 349.297,184.191 349.039 C 183.928 348.614,186.310 346.000,186.961 346.000 C 187.166 346.000,187.333 345.857,187.333 345.682 C 187.333 344.999,192.292 343.203,193.635 343.400 C 194.183 343.480,194.556 343.423,194.463 343.273 C 194.048 342.602,202.577 343.263,203.489 343.973 C 203.678 344.121,204.230 344.336,204.716 344.452 C 205.797 344.710,208.391 346.821,208.067 347.180 C 207.939 347.323,207.985 347.355,208.170 347.250 C 208.355 347.146,208.791 347.646,209.140 348.363 C 209.489 349.080,209.900 349.667,210.054 349.667 C 210.207 349.667,210.333 350.033,210.333 350.480 C 210.333 350.928,210.483 351.387,210.667 351.500 C 210.850 351.613,211.000 352.213,211.000 352.833 C 211.000 353.453,211.152 354.055,211.339 354.170 C 211.525 354.285,211.578 354.557,211.457 354.773 C 211.299 355.054,211.361 355.050,211.674 354.760 C 212.483 354.010,210.496 348.621,208.653 346.567 C 202.694 339.924,186.453 341.685,182.781 349.372 C 179.377 356.499,179.241 357.880,179.020 387.833 L 178.833 413.167 168.833 413.167 L 158.833 413.167 158.749 369.917 L 158.664 326.667 168.832 326.667 L 179.000 326.667 179.000 329.944 C 179.000 333.364,179.136 333.902,179.829 333.234 C 181.734 331.399,186.499 328.000,187.168 328.000 C 187.442 328.000,187.667 327.865,187.667 327.701 C 187.667 327.233,193.549 325.107,196.452 324.525 C 202.667 323.279,212.183 324.366,217.083 326.880 C 217.888 327.293,218.000 327.288,218.000 326.842 C 218.000 326.522,217.691 326.333,217.167 326.333 C 216.708 326.333,216.371 326.162,216.417 325.952 C 216.463 325.742,215.976 325.505,215.333 325.425 C 214.692 325.346,213.910 325.049,213.596 324.767 C 213.241 324.447,212.639 324.311,211.998 324.405 C 211.433 324.488,210.879 324.407,210.767 324.226 C 210.645 324.028,210.738 324.004,211.000 324.167 C 211.268 324.332,211.355 324.305,211.227 324.097 C 211.017 323.758,197.287 323.576,195.750 323.892 M291.667 323.990 C 291.208 324.142,290.214 324.282,289.457 324.300 C 288.677 324.319,287.902 324.550,287.667 324.833 C 287.438 325.108,286.829 325.333,286.312 325.333 C 285.795 325.333,285.278 325.486,285.163 325.672 C 285.048 325.858,284.791 325.910,284.592 325.787 C 284.376 325.654,284.326 325.719,284.468 325.948 C 284.631 326.212,284.332 326.333,283.520 326.333 C 282.667 326.333,282.333 326.480,282.333 326.853 C 282.333 327.139,282.446 327.309,282.583 327.231 C 283.118 326.927,289.604 325.065,291.500 324.671 C 296.754 323.578,307.138 323.930,312.500 325.384 C 317.154 326.646,324.429 329.744,325.354 330.858 C 325.571 331.120,325.942 331.333,326.180 331.333 C 326.417 331.333,326.661 331.446,326.722 331.583 C 326.783 331.721,327.733 332.500,328.833 333.314 C 329.933 334.129,331.583 335.505,332.500 336.372 C 333.417 337.239,334.467 338.223,334.833 338.558 C 337.382 340.886,343.657 350.924,343.665 352.683 C 343.666 352.967,343.791 353.342,343.944 353.517 C 344.096 353.691,344.416 354.508,344.654 355.333 C 345.064 356.751,345.107 356.791,345.439 356.058 C 345.687 355.513,345.686 355.216,345.437 355.058 C 345.084 354.834,344.476 352.746,344.611 352.225 C 344.651 352.074,344.504 352.061,344.285 352.197 C 344.011 352.366,343.955 352.264,344.106 351.871 C 344.230 351.548,344.190 351.383,344.013 351.492 C 343.841 351.598,343.601 351.156,343.480 350.509 C 343.358 349.863,343.155 349.333,343.027 349.333 C 342.899 349.333,342.519 348.696,342.181 347.917 C 341.843 347.137,341.293 346.108,340.960 345.629 C 340.626 345.150,340.461 344.638,340.593 344.492 C 340.725 344.346,340.620 344.350,340.360 344.501 C 340.004 344.708,339.941 344.634,340.106 344.204 C 340.227 343.889,340.192 343.715,340.028 343.816 C 339.864 343.917,339.347 343.363,338.878 342.583 C 338.410 341.804,337.239 340.342,336.278 339.333 C 335.316 338.325,334.564 337.376,334.606 337.225 C 334.649 337.074,334.556 337.029,334.401 337.125 C 334.048 337.343,332.808 335.953,332.950 335.500 C 333.008 335.317,332.940 335.282,332.799 335.423 C 332.658 335.565,332.008 335.167,331.354 334.539 C 330.701 333.912,329.611 333.027,328.931 332.574 C 328.251 332.120,327.801 331.632,327.931 331.488 C 328.061 331.344,327.979 331.334,327.750 331.466 C 327.521 331.598,327.333 331.547,327.333 331.353 C 327.333 331.159,327.185 331.000,327.004 331.000 C 326.823 331.000,326.368 330.737,325.993 330.417 C 325.618 330.096,325.204 329.820,325.073 329.805 C 324.566 329.744,323.481 329.185,323.060 328.769 C 322.817 328.529,322.396 328.333,322.123 328.333 C 321.850 328.333,321.719 328.185,321.831 328.004 C 321.948 327.814,321.813 327.759,321.513 327.874 C 320.953 328.089,319.907 327.421,320.160 327.010 C 320.244 326.874,319.960 326.830,319.529 326.913 C 319.098 326.995,318.643 326.899,318.519 326.698 C 318.395 326.497,317.762 326.333,317.111 326.333 C 316.273 326.333,315.977 326.206,316.096 325.896 C 316.215 325.587,315.867 325.436,314.906 325.379 C 314.160 325.335,313.388 325.095,313.191 324.845 C 312.532 324.006,293.849 323.264,291.667 323.990 M112.893 326.551 C 112.571 326.874,112.621 413.079,112.944 413.588 C 113.153 413.916,115.529 413.990,123.689 413.922 L 134.167 413.833 134.167 370.167 L 134.167 326.500 123.643 326.412 C 117.856 326.364,113.018 326.426,112.893 326.551 M133.918 369.472 C 133.996 408.930,133.961 412.157,133.445 412.727 C 132.924 413.303,132.262 413.338,123.194 413.255 L 113.500 413.167 113.415 369.912 L 113.331 326.657 123.582 326.745 L 133.833 326.833 133.918 369.472 M39.667 327.312 C 39.667 327.484,39.179 327.693,38.583 327.776 C 37.987 327.859,38.475 327.856,39.667 327.769 C 42.899 327.533,51.174 327.523,53.833 327.752 C 55.117 327.862,55.754 327.878,55.250 327.787 C 54.746 327.697,54.333 327.482,54.333 327.311 C 54.333 327.128,51.319 327.000,47.000 327.000 C 42.664 327.000,39.667 327.128,39.667 327.312 M218.667 327.500 C 218.895 327.775,219.272 328.000,219.505 328.000 C 219.738 328.000,220.015 328.225,220.121 328.500 C 220.226 328.775,220.542 329.000,220.823 329.000 C 221.104 329.000,221.333 329.150,221.333 329.333 C 221.333 329.517,221.531 329.667,221.774 329.667 C 222.342 329.667,226.344 333.608,227.718 335.522 C 228.836 337.079,229.236 337.234,228.798 335.942 C 228.653 335.515,228.564 335.054,228.601 334.917 C 228.637 334.779,228.529 334.704,228.360 334.750 C 228.192 334.796,227.356 334.021,226.502 333.027 C 225.649 332.034,224.400 330.796,223.726 330.277 C 223.052 329.757,222.207 329.107,221.849 328.832 C 221.491 328.558,221.069 328.333,220.913 328.333 C 220.756 328.333,220.719 328.185,220.831 328.004 C 220.943 327.823,220.826 327.754,220.571 327.852 C 220.316 327.950,219.914 327.799,219.679 327.515 C 219.444 327.232,219.027 327.000,218.752 327.000 C 218.345 327.000,218.329 327.093,218.667 327.500 M280.377 327.541 C 280.126 327.825,279.638 327.983,279.293 327.893 C 278.948 327.803,278.743 327.854,278.838 328.007 C 279.012 328.290,277.729 328.861,277.225 328.724 C 277.074 328.684,277.045 328.804,277.162 328.992 C 277.278 329.180,277.155 329.333,276.889 329.333 C 276.622 329.333,276.319 329.556,276.215 329.828 C 276.108 330.108,275.804 330.237,275.515 330.126 C 275.214 330.011,274.919 330.157,274.793 330.485 C 274.676 330.789,274.386 330.964,274.148 330.872 C 273.659 330.685,272.888 331.444,273.225 331.781 C 273.346 331.901,273.232 332.003,272.972 332.006 C 272.412 332.013,270.686 333.347,268.990 335.083 C 268.319 335.771,267.597 336.333,267.385 336.333 C 267.173 336.333,267.000 336.483,267.000 336.667 C 267.000 336.850,266.813 336.963,266.583 336.917 C 266.354 336.871,266.204 337.021,266.250 337.250 C 266.353 337.766,264.956 339.208,264.500 339.056 C 264.317 338.994,264.272 339.050,264.402 339.179 C 264.531 339.309,264.231 339.829,263.735 340.336 C 263.239 340.843,262.640 341.537,262.404 341.879 C 262.168 342.221,262.080 342.275,262.208 342.000 C 262.336 341.725,262.312 341.617,262.155 341.760 C 261.998 341.902,261.840 342.221,261.804 342.467 C 261.731 342.962,260.676 344.667,260.442 344.667 C 260.361 344.667,260.401 344.493,260.532 344.282 C 260.680 344.041,260.623 343.988,260.379 344.138 C 260.165 344.271,260.081 344.528,260.194 344.711 C 260.306 344.893,260.190 345.295,259.935 345.604 C 259.680 345.914,259.259 346.617,259.000 347.167 C 258.741 347.717,258.350 348.392,258.132 348.667 C 257.914 348.942,257.505 349.842,257.223 350.667 C 256.941 351.492,256.588 352.142,256.439 352.112 C 256.289 352.081,256.133 352.520,256.092 353.086 C 256.051 353.652,255.864 354.270,255.676 354.458 C 255.487 354.646,255.333 355.386,255.333 356.102 C 255.333 357.142,255.229 357.365,254.816 357.206 C 254.513 357.090,254.385 357.147,254.507 357.345 C 254.622 357.531,254.473 358.917,254.175 360.425 C 253.198 365.381,253.871 382.000,255.049 382.000 C 255.206 382.000,255.333 382.527,255.333 383.171 C 255.333 383.815,255.461 384.603,255.618 384.921 C 256.513 386.743,257.024 387.994,257.405 389.289 C 257.641 390.090,258.021 390.818,258.250 390.908 C 258.479 390.998,258.667 391.355,258.667 391.702 C 258.667 392.049,258.817 392.333,259.000 392.333 C 259.183 392.333,259.333 392.574,259.333 392.869 C 259.333 393.163,259.796 393.988,260.361 394.702 C 260.927 395.416,261.280 396.000,261.146 396.000 C 261.012 396.000,261.308 396.376,261.803 396.835 C 262.311 397.305,262.601 397.837,262.467 398.053 C 262.321 398.290,262.377 398.346,262.615 398.198 C 262.827 398.068,263.000 398.097,263.000 398.263 C 263.000 398.429,263.297 398.907,263.660 399.325 C 264.023 399.744,264.240 400.215,264.142 400.373 C 264.045 400.530,264.204 400.567,264.496 400.455 C 264.841 400.323,264.993 400.412,264.930 400.709 C 264.877 400.961,265.028 401.127,265.266 401.078 C 265.504 401.029,265.654 401.184,265.599 401.421 C 265.545 401.659,265.612 401.886,265.750 401.927 C 266.213 402.063,267.501 403.498,267.408 403.775 C 267.358 403.926,267.448 403.969,267.608 403.869 C 267.929 403.671,269.537 405.349,269.412 405.750 C 269.369 405.888,269.470 405.963,269.637 405.917 C 269.964 405.827,270.727 406.302,272.584 407.750 C 273.230 408.254,273.865 408.667,273.995 408.667 C 274.208 408.667,274.896 409.182,276.325 410.410 C 276.596 410.643,276.858 410.796,276.908 410.750 C 277.181 410.502,277.674 410.718,277.495 411.008 C 277.379 411.196,277.407 411.328,277.559 411.302 C 278.381 411.159,279.016 411.372,278.802 411.718 C 278.654 411.957,278.710 412.013,278.948 411.865 C 279.160 411.734,279.333 411.786,279.333 411.980 C 279.333 412.174,279.717 412.333,280.186 412.333 C 280.684 412.333,280.951 412.476,280.828 412.675 C 280.712 412.863,280.741 412.995,280.892 412.969 C 281.878 412.797,283.012 413.044,282.802 413.385 C 282.654 413.623,282.710 413.679,282.948 413.532 C 283.160 413.401,283.333 413.437,283.333 413.612 C 283.333 413.787,283.933 414.021,284.667 414.132 C 285.400 414.243,286.601 414.424,287.335 414.535 C 288.070 414.646,288.768 414.894,288.887 415.087 C 289.024 415.309,288.932 415.337,288.635 415.165 C 288.377 415.015,288.279 415.017,288.417 415.169 C 288.554 415.321,289.604 415.508,290.750 415.586 C 291.896 415.663,292.990 415.856,293.182 416.014 C 293.638 416.390,307.333 416.423,307.333 416.047 C 307.333 415.809,308.659 415.582,311.902 415.262 C 312.123 415.240,312.227 415.097,312.132 414.944 C 312.038 414.792,312.486 414.667,313.127 414.667 C 313.769 414.667,314.387 414.517,314.500 414.333 C 314.613 414.150,315.158 414.000,315.710 414.000 C 316.262 414.000,316.939 413.775,317.214 413.500 C 317.489 413.225,317.995 413.000,318.337 413.000 C 318.680 413.000,319.053 412.850,319.167 412.667 C 319.280 412.483,319.730 412.333,320.167 412.333 C 320.603 412.333,321.055 412.181,321.170 411.995 C 321.285 411.808,321.542 411.756,321.741 411.879 C 321.957 412.013,322.007 411.948,321.865 411.718 C 321.651 411.372,322.286 411.159,323.108 411.302 C 323.259 411.328,323.288 411.196,323.172 411.008 C 323.056 410.820,323.205 410.667,323.504 410.667 C 323.803 410.667,324.281 410.433,324.567 410.147 C 324.852 409.862,325.290 409.707,325.539 409.802 C 325.788 409.898,325.956 409.846,325.913 409.687 C 325.788 409.232,328.649 407.283,329.065 407.540 C 329.276 407.671,329.344 407.620,329.221 407.421 C 329.025 407.104,330.489 405.863,331.083 405.842 C 331.221 405.837,331.337 405.724,331.341 405.591 C 331.357 405.078,333.061 403.665,333.406 403.878 C 333.625 404.013,333.674 403.948,333.530 403.716 C 333.396 403.499,333.521 403.241,333.812 403.129 C 334.099 403.019,334.333 402.702,334.333 402.425 C 334.333 402.098,334.551 401.979,334.958 402.086 C 335.452 402.215,335.545 402.107,335.405 401.572 C 335.286 401.115,335.353 400.973,335.614 401.134 C 335.847 401.278,336.000 401.153,336.000 400.817 C 336.000 400.469,336.180 400.331,336.483 400.447 C 336.822 400.578,336.905 400.473,336.760 400.095 C 336.607 399.698,336.677 399.629,337.027 399.832 C 337.287 399.983,337.397 399.992,337.270 399.851 C 337.144 399.711,337.331 399.283,337.687 398.902 C 338.042 398.520,338.333 398.011,338.333 397.770 C 338.333 397.530,338.470 397.333,338.636 397.333 C 338.803 397.333,339.359 396.669,339.873 395.857 C 340.387 395.045,340.929 394.456,341.078 394.548 C 341.228 394.641,341.322 394.593,341.287 394.441 C 341.174 393.947,341.732 392.334,341.966 392.479 C 342.092 392.557,342.217 392.329,342.244 391.974 C 342.270 391.618,342.527 391.092,342.813 390.806 C 343.099 390.520,343.333 390.119,343.333 389.915 C 343.333 389.711,343.608 388.934,343.944 388.189 C 345.549 384.625,345.643 384.328,345.388 383.638 C 345.162 383.027,345.070 383.128,344.714 384.382 C 344.269 385.951,344.173 386.195,342.868 389.092 C 342.391 390.152,342.000 391.086,342.000 391.169 C 342.000 391.998,336.176 399.880,333.860 402.186 C 328.416 407.606,320.024 412.483,313.583 413.968 C 309.754 414.851,309.004 414.994,306.167 415.378 C 299.630 416.261,291.056 415.449,284.627 413.338 C 276.062 410.525,268.016 404.379,262.159 396.177 C 258.475 391.018,256.337 385.972,254.952 379.167 C 254.003 374.502,254.280 361.338,255.405 357.667 C 256.614 353.719,259.252 347.401,259.997 346.667 C 260.244 346.423,260.969 345.246,261.228 344.667 C 261.351 344.392,261.551 344.092,261.672 344.000 C 261.794 343.908,262.374 343.158,262.962 342.333 C 266.173 337.827,273.815 331.337,278.403 329.219 C 279.082 328.906,279.729 328.503,279.839 328.324 C 279.949 328.146,280.312 328.000,280.646 328.000 C 280.979 328.000,281.438 327.775,281.667 327.500 C 282.255 326.792,281.005 326.832,280.377 327.541 M35.210 328.070 C 35.299 328.215,34.951 328.334,34.436 328.335 C 33.921 328.337,33.073 328.560,32.551 328.833 C 32.028 329.105,31.176 329.360,30.657 329.400 C 30.138 329.439,29.775 329.572,29.850 329.694 C 29.926 329.817,29.611 329.917,29.150 329.917 C 28.688 329.917,28.046 330.157,27.722 330.450 C 27.397 330.744,26.765 331.046,26.316 331.121 C 25.867 331.196,25.537 331.425,25.583 331.629 C 25.629 331.833,25.512 332.000,25.323 332.000 C 25.133 332.000,24.421 332.248,23.739 332.551 C 23.058 332.855,22.376 333.076,22.225 333.043 C 22.074 333.010,22.036 333.121,22.140 333.290 C 22.244 333.459,22.105 333.683,21.831 333.788 C 21.397 333.955,21.046 331.240,21.289 329.597 C 21.309 329.466,16.564 329.391,10.746 329.430 L 0.167 329.500 0.167 389.667 L 0.167 449.833 10.543 449.921 L 20.920 450.009 21.122 449.255 C 21.233 448.840,21.326 440.512,21.329 430.750 C 21.333 415.196,21.395 413.000,21.833 413.000 C 22.108 413.000,22.333 413.158,22.333 413.351 C 22.333 413.544,22.783 413.858,23.333 414.050 C 23.883 414.241,24.258 414.520,24.166 414.668 C 24.074 414.816,24.299 414.859,24.666 414.763 C 25.033 414.667,25.333 414.746,25.333 414.939 C 25.333 415.131,25.671 415.394,26.083 415.522 C 26.496 415.651,26.929 415.906,27.047 416.089 C 27.164 416.271,27.614 416.457,28.047 416.501 C 29.321 416.631,29.381 416.654,29.204 416.940 C 29.111 417.090,29.477 417.148,30.018 417.069 C 30.564 416.988,31.000 417.077,31.000 417.269 C 31.000 417.650,33.353 418.307,35.667 418.572 C 36.492 418.666,37.274 418.914,37.404 419.122 C 37.746 419.665,54.596 419.649,55.698 419.104 C 56.139 418.886,57.025 418.631,57.667 418.536 C 59.734 418.233,61.154 417.955,61.667 417.756 C 61.942 417.649,62.290 417.588,62.441 417.622 C 62.593 417.656,62.621 417.529,62.505 417.342 C 62.319 417.041,63.190 416.860,64.580 416.910 C 64.807 416.918,64.911 416.792,64.810 416.629 C 64.710 416.466,65.011 416.333,65.480 416.333 C 65.949 416.333,66.333 416.183,66.333 416.000 C 66.333 415.817,66.584 415.667,66.890 415.667 C 67.197 415.667,67.684 415.466,67.974 415.222 C 68.263 414.977,69.025 414.571,69.667 414.319 C 70.308 414.067,71.040 413.659,71.293 413.412 C 71.546 413.164,71.966 413.044,72.227 413.144 C 72.490 413.245,72.610 413.179,72.497 412.996 C 72.385 412.814,72.677 412.519,73.147 412.341 C 73.616 412.163,74.000 411.863,74.000 411.675 C 74.000 411.487,74.225 411.333,74.500 411.333 C 74.775 411.333,75.000 411.174,75.000 410.980 C 75.000 410.786,75.127 410.706,75.282 410.802 C 75.438 410.898,75.986 410.537,76.500 410.000 C 77.014 409.463,77.586 409.117,77.769 409.230 C 77.964 409.351,77.998 409.267,77.851 409.029 C 77.691 408.770,77.853 408.555,78.296 408.440 C 78.679 408.339,78.910 408.125,78.810 407.962 C 78.646 407.697,79.106 407.529,79.738 407.623 C 79.869 407.643,79.890 407.435,79.786 407.163 C 79.669 406.859,79.790 406.667,80.095 406.667 C 80.370 406.667,80.685 406.432,80.795 406.146 C 80.907 405.854,81.166 405.730,81.382 405.864 C 81.632 406.018,81.679 405.957,81.515 405.692 C 81.266 405.288,82.564 404.085,83.071 404.249 C 83.202 404.291,83.214 404.078,83.098 403.775 C 82.945 403.376,83.008 403.299,83.328 403.497 C 83.623 403.679,83.690 403.641,83.530 403.382 C 83.396 403.166,83.521 402.907,83.812 402.795 C 84.099 402.685,84.333 402.388,84.333 402.134 C 84.333 401.880,84.758 401.259,85.276 400.753 C 85.795 400.247,86.319 399.561,86.441 399.229 C 86.562 398.896,86.811 398.717,86.994 398.830 C 87.192 398.952,87.237 398.805,87.106 398.463 C 86.945 398.044,87.005 397.964,87.328 398.163 C 87.578 398.318,87.692 398.305,87.591 398.135 C 87.316 397.673,87.950 396.263,88.327 396.496 C 88.519 396.615,88.575 396.482,88.459 396.180 C 88.251 395.637,88.907 394.570,89.300 394.813 C 89.423 394.889,89.550 394.700,89.582 394.392 C 89.731 392.954,90.103 391.667,90.371 391.667 C 90.534 391.667,90.668 391.479,90.669 391.250 C 90.670 391.021,90.875 390.443,91.124 389.965 C 91.690 388.880,92.439 385.818,92.266 385.298 C 92.195 385.084,91.940 385.567,91.700 386.371 C 90.833 389.277,88.269 395.397,87.667 396.000 C 87.575 396.092,87.208 396.692,86.852 397.333 C 85.186 400.333,76.702 409.667,75.641 409.667 C 75.432 409.667,75.351 409.899,75.461 410.184 C 75.580 410.495,75.521 410.616,75.312 410.487 C 75.121 410.369,73.810 411.020,72.399 411.934 C 68.438 414.500,65.607 415.794,61.333 416.991 C 60.508 417.222,59.457 417.547,58.996 417.713 C 55.975 418.803,42.372 419.443,38.667 418.669 C 35.302 417.966,32.507 417.282,31.833 416.996 C 31.467 416.840,30.567 416.529,29.833 416.304 C 28.109 415.774,23.708 413.646,22.375 412.697 C 20.635 411.458,20.667 411.128,20.667 430.651 C 20.667 447.010,20.611 448.950,20.139 449.131 C 19.076 449.539,1.156 449.356,0.733 448.933 C 0.201 448.401,0.147 331.304,0.678 330.311 C 1.007 329.697,1.474 329.667,10.643 329.667 C 21.514 329.667,20.667 329.424,20.667 332.538 C 20.667 334.481,21.211 335.126,22.174 334.327 C 23.321 333.375,28.348 330.843,29.828 330.472 C 30.293 330.355,30.755 330.126,30.856 329.963 C 30.957 329.800,31.357 329.667,31.746 329.667 C 32.135 329.667,32.913 329.521,33.476 329.343 C 34.039 329.165,35.175 328.813,36.000 328.560 L 37.500 328.101 36.273 327.954 C 35.599 327.872,35.120 327.925,35.210 328.070 M57.500 327.980 C 56.500 328.214,56.500 328.214,58.000 328.628 C 58.825 328.856,59.961 329.183,60.524 329.355 C 61.087 329.526,61.801 329.667,62.112 329.667 C 62.422 329.667,62.936 329.809,63.255 329.983 C 63.573 330.157,65.266 330.964,67.017 331.776 C 68.768 332.589,71.674 334.254,73.476 335.475 C 76.411 337.465,77.472 338.339,80.612 341.352 C 81.861 342.551,83.156 344.081,83.873 345.207 C 84.209 345.735,84.568 346.242,84.670 346.333 C 85.054 346.679,87.333 349.932,87.333 350.135 C 87.333 350.251,87.678 350.906,88.098 351.590 C 88.929 352.940,90.378 356.373,91.016 358.500 C 91.235 359.233,91.547 360.094,91.708 360.412 C 91.868 360.730,92.020 361.255,92.044 361.579 C 92.068 361.902,92.189 361.642,92.312 361.000 C 92.459 360.234,92.387 359.653,92.101 359.307 C 91.862 359.018,91.667 358.455,91.667 358.057 C 91.667 357.659,91.517 357.333,91.333 357.333 C 91.150 357.333,91.000 357.094,91.000 356.800 C 91.000 356.324,90.574 355.204,89.611 353.148 C 89.435 352.771,89.337 352.253,89.395 351.997 C 89.453 351.740,89.275 351.523,89.000 351.515 C 88.725 351.507,88.452 351.162,88.393 350.750 C 88.335 350.337,88.147 350.000,87.977 350.000 C 87.806 350.000,87.667 349.775,87.667 349.500 C 87.667 349.225,87.501 349.000,87.298 349.000 C 87.095 349.000,87.018 348.767,87.127 348.483 C 87.257 348.145,87.192 348.048,86.940 348.204 C 86.679 348.365,86.625 348.256,86.773 347.871 C 86.894 347.556,86.860 347.381,86.698 347.481 C 86.435 347.643,85.938 346.912,85.862 346.250 C 85.846 346.113,85.683 345.988,85.500 345.973 C 85.317 345.958,84.873 345.471,84.513 344.890 C 84.154 344.309,83.663 343.712,83.423 343.563 C 83.183 343.414,83.075 343.148,83.184 342.971 C 83.294 342.795,83.259 342.691,83.108 342.742 C 82.841 342.831,81.333 341.496,81.333 341.170 C 81.333 340.805,80.157 339.667,79.779 339.667 C 79.555 339.667,79.266 339.493,79.135 339.282 C 78.977 339.027,79.045 338.988,79.333 339.167 C 79.624 339.346,79.689 339.306,79.528 339.046 C 79.396 338.831,79.163 338.732,79.012 338.826 C 78.860 338.920,78.651 338.772,78.545 338.498 C 78.440 338.224,78.202 338.000,78.017 338.000 C 77.831 338.000,77.147 337.484,76.498 336.853 C 75.848 336.222,75.019 335.612,74.654 335.496 C 74.289 335.380,74.091 335.123,74.213 334.924 C 74.340 334.719,74.282 334.659,74.078 334.785 C 73.881 334.907,73.494 334.780,73.217 334.503 C 72.941 334.226,72.554 334.000,72.357 334.000 C 72.161 334.000,72.037 333.813,72.083 333.583 C 72.129 333.354,71.960 333.210,71.708 333.264 C 71.456 333.317,71.006 333.149,70.708 332.889 C 70.410 332.630,69.603 332.237,68.914 332.015 C 68.171 331.777,67.751 331.467,67.882 331.255 C 68.003 331.058,67.954 330.989,67.772 331.102 C 67.589 331.214,66.892 331.013,66.221 330.653 C 65.551 330.294,64.711 330.000,64.354 330.000 C 63.998 330.000,63.613 329.850,63.500 329.667 C 63.387 329.483,63.020 329.333,62.685 329.333 C 62.350 329.333,61.647 329.109,61.121 328.835 C 60.596 328.562,59.745 328.337,59.230 328.335 C 58.691 328.334,58.381 328.192,58.500 328.000 C 58.613 327.817,58.660 327.684,58.603 327.706 C 58.546 327.728,58.050 327.851,57.500 327.980 M229.000 337.778 C 229.000 338.053,229.118 338.328,229.262 338.389 C 229.756 338.598,231.299 342.631,231.817 345.066 C 232.102 346.405,232.509 348.100,232.722 348.833 C 233.325 350.914,233.533 412.668,232.938 413.045 C 232.208 413.508,213.537 413.403,213.067 412.933 C 212.756 412.622,212.667 412.697,212.667 413.271 L 212.667 414.009 223.229 413.921 L 233.791 413.833 234.076 412.734 C 234.594 410.733,234.177 351.851,233.647 352.179 C 233.515 352.261,233.316 351.242,233.206 349.914 C 232.867 345.805,232.605 344.216,232.151 343.512 C 231.910 343.139,231.652 342.383,231.577 341.833 C 231.394 340.489,230.757 339.000,230.365 339.000 C 230.190 339.000,229.998 338.674,229.940 338.276 C 229.818 337.451,229.000 337.017,229.000 337.778 M295.500 342.883 C 291.333 343.889,288.969 344.697,288.333 345.333 C 288.242 345.425,287.567 345.826,286.833 346.224 C 285.042 347.196,282.274 349.571,281.296 350.976 C 280.858 351.604,280.336 352.283,280.135 352.483 C 279.438 353.182,278.000 355.657,278.000 356.160 C 278.000 356.439,277.867 356.667,277.706 356.667 C 277.544 356.667,277.334 357.004,277.239 357.417 C 277.025 358.352,276.338 360.311,275.955 361.079 C 275.495 362.001,275.619 362.615,276.246 362.523 C 276.693 362.457,276.803 362.171,276.726 361.277 C 276.661 360.531,276.812 359.961,277.146 359.684 C 277.432 359.446,277.667 358.982,277.667 358.653 C 277.667 357.750,278.033 356.981,278.364 357.186 C 278.526 357.286,278.569 357.133,278.459 356.846 C 278.349 356.560,278.445 356.100,278.673 355.825 C 278.902 355.550,279.336 354.840,279.639 354.246 C 279.941 353.652,280.366 353.202,280.582 353.246 C 280.799 353.290,280.902 353.133,280.812 352.899 C 280.722 352.664,281.114 352.128,281.684 351.707 C 282.253 351.286,282.645 350.867,282.554 350.776 C 282.274 350.496,283.431 349.354,283.778 349.569 C 283.973 349.689,283.994 349.593,283.830 349.328 C 283.634 349.010,283.708 348.945,284.095 349.093 C 284.473 349.238,284.578 349.156,284.447 348.816 C 284.336 348.527,284.462 348.333,284.762 348.333 C 285.037 348.333,285.354 348.093,285.467 347.799 C 285.588 347.484,285.884 347.345,286.187 347.462 C 286.481 347.575,286.614 347.518,286.498 347.330 C 286.386 347.148,286.520 347.000,286.797 347.000 C 287.074 347.000,287.426 346.776,287.579 346.502 C 287.732 346.228,288.248 345.972,288.725 345.933 C 289.279 345.887,289.533 345.705,289.427 345.430 C 289.319 345.149,289.553 345.000,290.103 345.000 C 290.566 345.000,290.994 344.857,291.056 344.681 C 291.117 344.506,291.719 344.326,292.395 344.281 C 293.071 344.237,293.561 344.099,293.485 343.975 C 293.319 343.708,295.093 343.402,298.449 343.118 C 300.931 342.908,307.777 343.552,307.518 343.970 C 307.440 344.097,307.929 344.230,308.605 344.266 C 310.648 344.375,309.035 343.691,305.557 342.973 C 301.986 342.236,298.313 342.203,295.500 342.883 M310.000 344.505 C 310.000 344.814,310.321 345.000,310.853 345.000 C 311.413 345.000,311.624 345.132,311.468 345.385 C 311.321 345.623,311.377 345.679,311.615 345.532 C 311.827 345.401,312.000 345.453,312.000 345.647 C 312.000 345.841,312.207 346.000,312.459 346.000 C 312.712 346.000,313.111 346.232,313.346 346.515 C 313.581 346.799,313.991 346.947,314.257 346.845 C 314.582 346.720,314.680 346.819,314.554 347.146 C 314.422 347.489,314.526 347.572,314.905 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362.927 C 324.654 363.059,324.652 362.942,324.505 362.667 C 324.306 362.297,324.337 362.260,324.624 362.523 C 325.127 362.984,325.006 377.528,324.500 377.446 C 324.317 377.416,324.140 377.901,324.108 378.522 C 324.035 379.904,322.742 383.639,322.120 384.261 C 321.871 384.510,321.667 384.929,321.667 385.190 C 321.667 385.452,321.534 385.667,321.372 385.667 C 321.210 385.667,320.995 385.982,320.895 386.367 C 320.794 386.752,320.553 386.969,320.360 386.850 C 320.138 386.713,320.089 386.844,320.227 387.204 C 320.388 387.623,320.328 387.703,320.005 387.503 C 319.732 387.334,319.644 387.360,319.774 387.571 C 320.041 388.003,318.873 389.087,318.503 388.751 C 318.351 388.613,318.334 388.686,318.465 388.914 C 318.789 389.477,317.114 391.115,316.468 390.867 C 316.164 390.751,316.052 390.814,316.184 391.028 C 316.445 391.450,314.478 393.160,313.706 393.182 C 313.409 393.191,313.204 393.378,313.250 393.599 C 313.296 393.820,313.083 394.000,312.776 394.000 C 312.470 394.000,311.982 394.215,311.691 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113.917 C 194.936 111.029,194.800 110.633,194.520 112.750 M229.779 113.667 C 229.779 115.042,229.838 115.604,229.909 114.917 C 229.981 114.229,229.981 113.104,229.909 112.417 C 229.838 111.729,229.779 112.292,229.779 113.667 M135.240 114.111 C 134.841 115.124,134.936 115.977,135.366 115.240 C 135.556 114.913,135.659 114.388,135.596 114.073 C 135.490 113.550,135.459 113.553,135.240 114.111 M263.216 115.833 C 263.327 116.750,263.475 117.563,263.543 117.639 C 263.804 117.931,263.605 115.467,263.316 114.833 C 263.112 114.385,263.079 114.711,263.216 115.833 M134.597 117.333 C 134.020 121.322,133.980 122.650,134.511 120.167 C 134.785 118.883,134.966 117.383,134.912 116.833 C 134.830 115.998,134.778 116.080,134.597 117.333 M229.240 117.111 C 228.869 118.055,228.929 118.537,229.365 118.102 C 229.565 117.902,229.673 117.459,229.605 117.119 C 229.485 116.522,229.472 116.522,229.240 117.111 M195.011 117.564 C 195.005 117.782,195.150 118.053,195.333 118.167 C 195.517 118.280,195.667 118.645,195.667 118.979 C 195.667 119.312,195.892 119.772,196.167 120.000 C 196.512 120.287,196.667 120.299,196.667 120.041 C 196.667 119.835,196.517 119.667,196.333 119.667 C 196.150 119.667,196.000 119.395,196.000 119.064 C 196.000 118.400,195.028 116.925,195.011 117.564 M263.705 119.000 C 263.690 119.458,263.822 120.058,264.000 120.333 C 264.411 120.970,264.411 120.285,264.000 119.000 L 263.733 118.167 263.705 119.000 M228.566 120.464 C 228.429 120.811,228.396 121.174,228.492 121.270 C 228.796 121.574,229.064 121.076,228.936 120.443 C 228.820 119.863,228.802 119.864,228.566 120.464 M196.996 121.167 C 197.441 121.898,200.089 124.096,200.752 124.285 C 200.980 124.349,200.792 124.140,200.333 123.819 C 199.875 123.498,198.845 122.619,198.045 121.867 C 197.245 121.115,196.773 120.800,196.996 121.167 M213.391 123.192 C 212.597 123.820,212.072 124.332,212.224 124.330 C 212.376 124.328,213.159 123.803,213.964 123.163 C 214.769 122.524,215.294 122.012,215.130 122.026 C 214.967 122.040,214.184 122.565,213.391 123.192 M227.737 122.677 C 227.515 123.033,227.339 123.514,227.347 123.745 C 227.354 123.977,227.591 123.741,227.873 123.221 C 228.459 122.140,228.349 121.699,227.737 122.677 M264.612 124.667 C 264.899 128.099,264.882 139.283,264.585 142.333 L 264.342 144.833 264.854 141.833 C 265.406 138.595,265.317 127.640,264.710 124.000 C 264.437 122.369,264.426 122.442,264.612 124.667 M210.717 124.750 C 210.432 125.035,209.089 125.167,206.466 125.167 C 204.358 125.167,202.978 125.264,203.399 125.383 C 205.367 125.939,210.639 125.495,211.427 124.707 C 211.649 124.484,211.665 124.333,211.467 124.333 C 211.283 124.333,210.946 124.521,210.717 124.750 M133.548 128.083 C 133.439 129.962,133.476 132.475,133.629 133.667 C 133.862 135.470,133.916 134.896,133.954 130.250 C 134.006 123.922,133.841 123.040,133.548 128.083 M222.000 130.892 L 221.167 131.743 222.083 131.167 C 222.588 130.849,223.000 130.457,223.000 130.295 C 223.000 129.891,222.950 129.921,222.000 130.892 M191.827 132.062 C 191.734 132.306,191.699 137.529,191.750 143.669 L 191.843 154.833 191.921 143.583 C 192.000 132.350,192.066 131.780,193.159 132.873 C 193.456 133.170,193.775 133.336,193.868 133.243 C 193.962 133.149,193.579 132.746,193.018 132.346 C 192.238 131.791,191.957 131.724,191.827 132.062 M220.063 132.346 C 219.662 132.720,219.333 133.102,219.333 133.195 C 219.333 133.464,220.978 132.194,220.990 131.917 C 221.005 131.537,220.858 131.606,220.063 132.346 M196.000 134.500 C 196.458 134.762,196.983 134.976,197.167 134.976 C 197.350 134.976,197.125 134.762,196.667 134.500 C 196.208 134.238,195.683 134.024,195.500 134.024 C 195.317 134.024,195.542 134.238,196.000 134.500 M216.333 134.528 C 215.868 134.786,215.721 134.988,216.000 134.984 C 216.275 134.981,216.791 134.759,217.147 134.489 C 217.949 133.883,217.454 133.906,216.333 134.528 M206.500 136.667 L 203.167 136.871 206.167 136.916 C 207.817 136.941,209.767 136.837,210.500 136.686 C 212.079 136.359,211.561 136.357,206.500 136.667 M134.180 139.500 C 134.260 140.417,134.471 141.842,134.649 142.667 L 134.972 144.167 134.807 142.500 C 134.717 141.583,134.505 140.158,134.338 139.333 L 134.033 137.833 134.180 139.500 M135.029 144.667 C 135.039 144.942,135.176 145.467,135.333 145.833 L 135.620 146.500 135.638 145.833 C 135.648 145.467,135.511 144.942,135.333 144.667 C 135.046 144.222,135.012 144.222,135.029 144.667 M263.895 146.127 C 263.769 146.454,263.676 146.971,263.688 147.277 C 263.702 147.646,263.818 147.562,264.031 147.029 C 264.208 146.586,264.301 146.069,264.237 145.879 C 264.174 145.689,264.020 145.801,263.895 146.127 M135.667 148.127 C 135.667 148.402,135.817 148.720,136.000 148.833 C 136.183 148.947,136.333 148.814,136.333 148.539 C 136.333 148.264,136.183 147.947,136.000 147.833 C 135.817 147.720,135.667 147.852,135.667 148.127 M263.379 148.556 C 263.354 148.954,263.247 149.554,263.141 149.889 C 262.960 150.467,262.970 150.468,263.330 149.907 C 263.539 149.581,263.646 148.981,263.567 148.574 C 263.424 147.834,263.424 147.834,263.379 148.556 M136.346 150.045 C 136.339 150.345,136.557 151.020,136.831 151.545 C 137.472 152.774,137.483 152.088,136.846 150.622 C 136.579 150.005,136.354 149.745,136.346 150.045 M262.610 151.667 C 262.505 152.125,262.315 152.800,262.188 153.167 C 262.061 153.533,262.201 153.412,262.500 152.897 C 262.798 152.383,262.987 151.708,262.921 151.397 C 262.835 150.995,262.746 151.072,262.610 151.667 M138.024 154.833 C 138.024 155.017,138.238 155.542,138.500 156.000 C 138.762 156.458,138.976 156.683,138.976 156.500 C 138.976 156.317,138.762 155.792,138.500 155.333 C 138.238 154.875,138.024 154.650,138.024 154.833 M181.333 155.070 C 181.333 155.353,181.583 155.791,181.888 156.043 C 182.395 156.461,182.406 156.429,182.009 155.667 C 181.429 154.549,181.333 154.465,181.333 155.070 M190.854 156.183 C 189.623 158.060,186.274 158.970,184.228 157.982 C 183.525 157.642,183.522 157.648,184.147 158.148 C 185.925 159.573,190.099 158.284,191.376 155.917 C 191.853 155.032,191.485 155.219,190.854 156.183 M260.737 157.011 C 260.515 157.366,260.339 157.847,260.347 158.079 C 260.354 158.310,260.591 158.074,260.873 157.554 C 261.459 156.473,261.349 156.032,260.737 157.011 M140.401 160.493 C 140.799 161.314,141.183 161.928,141.253 161.858 C 141.404 161.708,140.057 159.000,139.831 159.000 C 139.745 159.000,140.002 159.672,140.401 160.493 M259.009 160.822 C 258.786 161.091,258.661 161.483,258.731 161.693 C 258.801 161.904,259.037 161.684,259.255 161.204 C 259.700 160.228,259.614 160.094,259.009 160.822 M141.667 163.087 C 141.667 163.475,144.066 167.307,144.571 167.726 C 144.854 167.960,144.367 167.030,143.490 165.659 C 141.693 162.851,141.667 162.814,141.667 163.087 M257.667 163.574 C 257.667 163.768,256.842 165.173,255.833 166.697 C 254.825 168.220,254.006 169.625,254.013 169.817 C 254.021 170.009,254.264 169.717,254.554 169.167 C 254.844 168.617,255.343 167.867,255.662 167.500 C 256.591 166.434,258.100 163.656,257.874 163.429 C 257.760 163.315,257.667 163.381,257.667 163.574 M252.226 171.705 C 251.525 172.600,251.075 173.327,251.226 173.320 C 251.535 173.306,253.789 170.339,253.613 170.179 C 253.551 170.122,252.927 170.809,252.226 171.705 M146.970 171.277 C 147.150 171.613,147.562 172.101,147.885 172.361 C 148.303 172.696,148.253 172.519,147.714 171.750 C 146.891 170.576,146.442 170.291,146.970 171.277 M149.062 173.833 C 149.461 174.292,149.838 174.667,149.901 174.667 C 149.964 174.667,149.770 174.292,149.469 173.833 C 149.169 173.375,148.792 173.000,148.631 173.000 C 148.469 173.000,148.664 173.375,149.062 173.833 M249.983 174.519 C 249.542 174.987,249.407 175.284,249.682 175.179 C 250.116 175.012,251.195 173.667,250.894 173.667 C 250.833 173.667,250.423 174.050,249.983 174.519 M150.333 175.283 C 150.333 175.580,155.839 180.959,156.833 181.633 C 157.200 181.882,156.636 181.279,155.579 180.293 C 154.523 179.307,152.911 177.718,151.996 176.763 C 151.082 175.807,150.333 175.141,150.333 175.283 M244.477 179.957 C 243.364 181.028,242.239 181.980,241.977 182.073 C 241.715 182.166,241.595 182.345,241.712 182.472 C 241.828 182.598,243.064 181.643,244.458 180.351 C 245.853 179.058,246.882 178.002,246.747 178.005 C 246.611 178.008,245.590 178.886,244.477 179.957 M159.255 183.637 C 159.854 184.203,160.516 184.667,160.727 184.667 C 160.938 184.667,161.049 184.623,160.972 184.570 C 160.896 184.517,160.233 184.053,159.500 183.540 L 158.167 182.607 159.255 183.637 M238.083 184.891 C 237.671 185.179,237.333 185.552,237.333 185.720 C 237.333 185.889,237.521 185.865,237.750 185.668 C 237.979 185.472,238.467 185.095,238.833 184.833 C 239.200 184.570,239.350 184.358,239.167 184.361 C 238.983 184.365,238.496 184.604,238.083 184.891 M233.500 188.065 C 233.133 188.273,232.758 188.533,232.667 188.643 C 232.575 188.752,231.787 189.202,230.915 189.641 C 230.043 190.081,229.379 190.490,229.439 190.550 C 229.605 190.716,232.716 189.088,233.667 188.339 C 234.593 187.609,234.519 187.487,233.500 188.065 M166.333 188.605 C 166.333 188.764,166.708 189.064,167.167 189.273 C 167.625 189.482,168.000 189.598,168.000 189.531 C 168.000 189.465,167.625 189.164,167.167 188.864 C 166.708 188.564,166.333 188.447,166.333 188.605 M171.853 191.823 C 172.209 192.092,172.650 192.312,172.833 192.312 C 173.017 192.312,172.875 192.092,172.520 191.823 C 172.164 191.554,171.723 191.333,171.539 191.333 C 171.356 191.333,171.497 191.554,171.853 191.823 M175.000 193.134 C 175.000 193.367,177.354 194.667,177.769 194.663 C 177.988 194.660,177.514 194.285,176.716 193.829 C 175.252 192.992,175.000 192.890,175.000 193.134 M222.585 193.754 C 221.899 194.136,221.385 194.497,221.444 194.555 C 221.584 194.695,224.333 193.366,224.333 193.159 C 224.333 192.881,223.868 193.040,222.585 193.754 M179.667 195.464 C 179.667 195.567,180.267 195.941,181.000 196.295 C 181.733 196.650,182.333 196.818,182.333 196.669 C 182.333 196.520,181.846 196.206,181.250 195.971 C 180.654 195.736,180.054 195.484,179.917 195.411 C 179.779 195.338,179.667 195.362,179.667 195.464 M218.083 195.937 C 217.487 196.221,217.000 196.574,217.000 196.721 C 217.000 196.942,219.166 195.910,219.639 195.464 C 219.923 195.196,219.132 195.437,218.083 195.937 M182.667 197.134 C 182.667 197.207,183.229 197.585,183.917 197.974 L 185.167 198.680 184.167 197.842 C 183.249 197.073,182.667 196.798,182.667 197.134 M213.833 198.677 C 212.199 199.894,209.667 202.365,209.667 202.745 C 209.667 202.898,210.130 202.496,210.695 201.852 C 211.261 201.207,212.626 200.002,213.728 199.173 C 214.831 198.345,215.605 197.671,215.450 197.676 C 215.294 197.681,214.567 198.132,213.833 198.677 M185.333 198.784 C 185.333 198.864,186.269 199.883,187.412 201.048 C 188.555 202.213,189.170 202.717,188.780 202.167 C 188.093 201.199,185.333 198.491,185.333 198.784 M208.727 204.167 C 208.518 204.625,208.402 205.000,208.469 205.000 C 208.535 205.000,208.836 204.625,209.136 204.167 C 209.436 203.708,209.553 203.333,209.395 203.333 C 209.236 203.333,208.936 203.708,208.727 204.167 M190.002 204.353 C 190.001 204.639,190.220 205.164,190.489 205.520 C 191.126 206.361,191.132 205.997,190.502 204.788 C 190.228 204.263,190.003 204.067,190.002 204.353 M207.357 207.030 C 206.977 207.816,206.675 208.618,206.684 208.813 C 206.694 209.007,207.068 208.428,207.515 207.526 C 207.963 206.623,208.266 205.821,208.188 205.743 C 208.110 205.666,207.736 206.245,207.357 207.030 M191.678 208.186 C 191.700 208.745,192.643 210.191,192.644 209.667 C 192.645 209.392,192.425 208.875,192.156 208.520 C 191.887 208.164,191.672 208.014,191.678 208.186 M206.087 210.250 C 205.319 212.400,205.002 213.587,205.034 214.190 C 205.067 214.819,205.138 214.622,205.940 211.667 C 206.114 211.025,206.365 210.237,206.497 209.917 C 206.630 209.596,206.665 209.333,206.576 209.333 C 206.487 209.333,206.267 209.746,206.087 210.250 M193.466 213.333 C 193.898 215.535,194.264 216.537,194.299 215.622 C 194.318 215.138,194.101 214.238,193.818 213.622 C 193.428 212.775,193.342 212.704,193.466 213.333 M204.561 215.461 C 204.436 215.787,204.343 216.305,204.354 216.611 C 204.368 216.979,204.484 216.895,204.697 216.362 C 204.874 215.919,204.967 215.402,204.904 215.212 C 204.841 215.022,204.686 215.134,204.561 215.461 M194.372 217.833 C 194.429 219.192,194.929 220.323,194.962 219.167 C 194.977 218.617,194.844 217.942,194.667 217.667 C 194.400 217.255,194.348 217.284,194.372 217.833 M203.914 220.111 C 203.503 221.126,203.599 222.317,204.032 221.574 C 204.222 221.248,204.328 220.648,204.269 220.240 C 204.171 219.574,204.136 219.561,203.914 220.111 M195.160 224.167 C 195.295 224.900,195.525 226.700,195.669 228.167 C 195.914 230.650,195.923 230.583,195.803 227.188 C 195.728 225.046,195.518 223.396,195.294 223.188 C 195.010 222.924,194.976 223.173,195.160 224.167 M203.433 224.667 C 203.433 225.675,203.496 226.088,203.572 225.583 C 203.648 225.079,203.648 224.254,203.572 223.750 C 203.496 223.246,203.433 223.658,203.433 224.667 M202.905 227.833 C 202.778 228.567,202.691 229.692,202.711 230.333 C 202.737 231.168,202.832 230.930,203.044 229.500 C 203.380 227.233,203.259 225.788,202.905 227.833 M196.238 234.833 C 196.338 236.850,196.475 238.563,196.543 238.639 C 196.780 238.905,196.615 234.156,196.336 232.667 C 196.149 231.665,196.116 232.384,196.238 234.833 M202.210 239.083 C 201.888 240.286,201.980 245.453,202.333 246.000 C 202.552 246.338,202.658 245.176,202.662 242.417 C 202.667 238.316,202.582 237.694,202.210 239.083 M196.372 246.856 C 196.348 247.280,195.915 247.754,195.250 248.085 C 194.637 248.390,194.404 248.633,194.713 248.645 C 195.606 248.680,196.761 247.546,196.576 246.817 C 196.420 246.203,196.409 246.205,196.372 246.856 M203.092 248.235 C 203.361 248.504,203.913 248.674,204.319 248.612 C 204.916 248.521,204.823 248.428,203.830 248.123 C 202.752 247.792,202.663 247.806,203.092 248.235 M192.167 249.000 C 191.746 249.181,191.685 249.286,192.000 249.286 C 192.275 249.286,192.800 249.158,193.167 249.000 C 193.587 248.819,193.648 248.714,193.333 248.714 C 193.058 248.714,192.533 248.842,192.167 249.000 M205.667 248.985 C 205.942 249.171,206.454 249.325,206.806 249.328 C 207.658 249.335,207.392 249.144,206.167 248.870 C 205.436 248.707,205.302 248.738,205.667 248.985 M186.586 250.763 C 185.534 251.141,184.735 251.513,184.811 251.589 C 184.941 251.719,189.002 250.395,189.306 250.124 C 189.640 249.826,188.350 250.129,186.586 250.763 M211.333 250.845 C 212.525 251.290,213.637 251.612,213.805 251.559 C 214.186 251.440,210.272 249.994,209.632 250.017 C 209.376 250.027,210.142 250.399,211.333 250.845 M180.833 252.667 C 180.720 252.850,180.299 253.017,179.897 253.039 C 179.444 253.063,179.363 253.130,179.684 253.217 C 179.968 253.294,180.718 253.132,181.351 252.858 C 182.256 252.465,182.345 252.357,181.770 252.346 C 181.368 252.339,180.947 252.483,180.833 252.667 M217.520 252.823 C 217.875 253.092,218.542 253.300,219.000 253.284 C 219.679 253.261,219.710 253.226,219.167 253.096 C 218.800 253.007,218.357 252.800,218.183 252.634 C 218.009 252.469,217.643 252.333,217.370 252.333 C 216.997 252.333,217.035 252.456,217.520 252.823 M175.167 254.408 C 173.319 255.030,172.150 255.623,172.730 255.645 C 173.040 255.657,173.387 255.517,173.500 255.333 C 173.613 255.150,173.980 255.000,174.315 255.000 C 174.650 255.000,175.428 254.781,176.045 254.513 C 177.308 253.965,176.699 253.892,175.167 254.408 M168.333 256.667 C 168.058 256.844,167.458 257.009,167.000 257.034 C 166.470 257.061,166.371 257.131,166.728 257.225 C 167.036 257.307,167.936 257.147,168.728 256.869 C 169.519 256.592,169.867 256.360,169.500 256.354 C 169.133 256.348,168.608 256.489,168.333 256.667 M230.500 256.889 C 231.417 257.172,232.489 257.555,232.884 257.740 C 233.278 257.926,233.791 258.014,234.024 257.936 C 234.481 257.784,230.133 256.320,229.324 256.354 C 229.054 256.365,229.583 256.606,230.500 256.889 M163.333 258.417 C 163.333 258.554,179.524 258.667,199.314 258.667 C 219.103 258.667,235.364 258.554,235.448 258.417 C 235.533 258.279,219.342 258.167,199.468 258.167 C 179.594 258.167,163.333 258.279,163.333 258.417 M120.168 278.293 C 119.618 278.410,121.021 278.506,123.284 278.506 C 125.547 278.506,127.047 278.407,126.616 278.286 C 125.623 278.007,121.482 278.011,120.168 278.293 M115.631 280.460 C 114.167 281.587,112.491 283.333,112.874 283.333 C 112.985 283.333,113.547 282.826,114.122 282.205 C 114.696 281.584,115.750 280.684,116.463 280.205 C 117.176 279.726,117.610 279.333,117.428 279.333 C 117.245 279.333,116.437 279.841,115.631 280.460 M130.960 280.667 C 131.888 281.400,132.737 282.000,132.847 282.000 C 133.124 282.000,132.390 281.311,130.969 280.238 C 129.088 278.818,129.081 279.181,130.960 280.667 M134.677 284.876 C 134.699 285.467,135.667 286.506,135.667 285.938 C 135.667 285.650,135.442 285.228,135.167 285.000 C 134.892 284.772,134.671 284.716,134.677 284.876 M111.339 285.656 C 111.129 286.048,111.025 286.623,111.107 286.934 C 111.224 287.378,111.264 287.353,111.295 286.817 C 111.316 286.441,111.511 285.956,111.728 285.739 C 111.945 285.522,112.032 285.254,111.921 285.144 C 111.811 285.033,111.549 285.264,111.339 285.656 M135.902 288.351 C 136.006 289.166,136.146 289.896,136.213 289.972 C 136.484 290.285,136.300 287.796,136.018 287.351 C 135.820 287.038,135.779 287.391,135.902 288.351 M110.338 289.083 C 110.342 289.905,110.421 290.046,110.667 289.667 C 111.090 289.012,111.090 288.000,110.667 288.000 C 110.483 288.000,110.336 288.487,110.338 289.083 M110.333 292.461 C 110.333 292.919,110.483 293.387,110.667 293.500 C 110.855 293.616,111.000 293.343,111.000 292.873 C 111.000 292.414,110.850 291.947,110.667 291.833 C 110.478 291.717,110.333 291.990,110.333 292.461 M136.049 292.333 C 136.017 292.792,135.908 293.542,135.806 294.000 C 135.646 294.718,135.673 294.752,135.998 294.243 C 136.205 293.918,136.314 293.168,136.241 292.576 C 136.136 291.739,136.094 291.685,136.049 292.333 M111.039 294.853 C 111.017 295.230,111.220 295.830,111.489 296.186 C 111.759 296.542,111.984 296.676,111.989 296.483 C 111.995 296.291,111.865 295.991,111.699 295.817 C 111.533 295.642,111.326 295.200,111.238 294.833 C 111.081 294.183,111.076 294.183,111.039 294.853 M135.372 295.583 C 135.351 295.996,135.183 296.333,135.000 296.333 C 134.817 296.333,134.667 296.515,134.667 296.738 C 134.667 297.002,134.851 296.958,135.199 296.611 C 135.491 296.318,135.659 295.799,135.571 295.456 C 135.438 294.939,135.404 294.960,135.372 295.583 M369.497 295.750 C 369.397 296.162,369.358 303.175,369.411 311.333 L 369.507 326.167 369.587 310.983 C 369.646 299.710,369.770 295.697,370.067 295.400 C 370.371 295.096,370.372 295.000,370.073 295.000 C 369.857 295.000,369.597 295.337,369.497 295.750 M112.471 297.833 C 113.121 299.189,114.957 301.002,116.625 301.938 C 118.457 302.966,118.396 302.629,116.555 301.550 C 115.214 300.764,113.408 298.987,112.412 297.474 C 112.180 297.121,112.207 297.283,112.471 297.833 M134.332 297.583 C 134.331 297.721,133.873 298.321,133.315 298.917 C 132.756 299.512,132.415 300.000,132.556 300.000 C 132.698 300.000,133.230 299.512,133.739 298.917 C 134.610 297.898,134.881 297.333,134.500 297.333 C 134.408 297.333,134.333 297.446,134.332 297.583 M129.917 301.857 C 128.671 302.533,128.746 302.815,130.000 302.167 C 130.550 301.882,131.000 301.578,131.000 301.491 C 131.000 301.277,130.964 301.289,129.917 301.857 M119.102 303.200 C 119.616 303.479,120.441 303.646,120.935 303.570 C 121.764 303.444,121.751 303.429,120.770 303.383 C 120.185 303.356,119.613 303.183,119.500 303.000 C 119.387 302.817,119.040 302.673,118.730 302.680 C 118.353 302.689,118.476 302.861,119.102 303.200 M127.549 302.895 C 127.424 303.021,126.686 303.227,125.910 303.353 C 124.697 303.551,124.646 303.589,125.545 303.625 C 126.120 303.648,127.095 303.448,127.712 303.180 C 128.329 302.912,128.596 302.687,128.306 302.680 C 128.015 302.673,127.675 302.769,127.549 302.895 M197.167 324.667 C 196.556 324.929,196.570 324.955,197.333 324.971 C 197.792 324.982,198.392 324.844,198.667 324.667 C 199.323 324.243,198.153 324.243,197.167 324.667 M207.167 324.667 C 207.717 324.807,208.467 324.928,208.833 324.937 L 209.500 324.953 208.833 324.667 C 208.467 324.509,207.717 324.387,207.167 324.396 L 206.167 324.412 207.167 324.667 M293.333 324.667 C 292.523 324.926,292.528 324.934,293.500 324.934 C 294.050 324.934,294.875 324.813,295.333 324.667 C 296.144 324.407,296.139 324.400,295.167 324.400 C 294.617 324.400,293.792 324.520,293.333 324.667 M305.500 324.667 C 306.997 325.048,308.387 325.048,307.500 324.667 C 307.133 324.509,306.308 324.387,305.667 324.396 L 304.500 324.412 305.500 324.667 M193.500 325.519 C 192.654 325.932,192.628 325.977,193.333 325.808 C 193.792 325.698,194.692 325.489,195.333 325.343 C 196.486 325.080,196.488 325.076,195.500 325.053 C 194.950 325.041,194.050 325.250,193.500 325.519 M210.667 325.354 C 213.407 326.004,213.946 326.051,212.667 325.528 C 212.025 325.265,211.050 325.057,210.500 325.064 C 209.514 325.076,209.516 325.081,210.667 325.354 M288.833 325.535 L 287.500 326.000 288.667 325.820 C 289.308 325.721,290.433 325.515,291.167 325.362 L 292.500 325.083 291.333 325.077 C 290.692 325.073,289.567 325.279,288.833 325.535 M309.667 325.334 C 312.543 325.969,313.297 326.034,311.833 325.520 C 311.100 325.262,310.050 325.057,309.500 325.064 C 308.523 325.076,308.527 325.083,309.667 325.334 M365.078 326.582 L 360.989 326.687 361.078 335.927 L 361.167 345.167 364.500 345.249 C 366.333 345.295,368.170 345.410,368.582 345.505 L 369.330 345.679 369.417 378.923 L 369.503 412.167 369.585 378.786 C 369.659 348.606,369.616 345.385,369.139 345.202 C 368.849 345.091,366.974 345.000,364.973 345.000 L 361.333 345.000 361.333 336.000 L 361.333 327.000 365.083 326.995 C 367.146 326.992,369.058 326.844,369.333 326.667 C 369.608 326.489,369.683 326.374,369.500 326.411 C 369.317 326.447,367.327 326.525,365.078 326.582 M389.551 326.750 C 389.636 326.887,391.797 327.000,394.353 327.000 L 399.000 327.000 399.000 335.473 C 399.000 346.087,399.553 345.000,394.151 345.000 C 391.706 345.000,389.636 345.113,389.551 345.250 C 389.465 345.387,391.551 345.455,394.186 345.400 L 398.976 345.299 399.168 344.233 C 399.274 343.647,399.317 339.492,399.264 335.000 L 399.167 326.833 394.281 326.667 C 391.594 326.575,389.465 326.612,389.551 326.750 M113.489 327.078 C 113.401 327.310,113.368 346.625,113.416 370.000 L 113.503 412.500 113.585 369.750 L 113.667 327.000 123.333 327.000 L 133.000 327.000 133.000 369.828 L 133.000 412.657 123.333 412.753 L 113.666 412.849 123.417 412.841 L 133.167 412.833 133.167 369.833 L 133.167 326.833 123.408 326.745 C 115.781 326.676,113.615 326.749,113.489 327.078 M158.894 326.884 C 158.343 327.435,158.640 412.585,159.194 412.798 C 159.882 413.062,177.785 413.062,178.473 412.798 C 178.946 412.616,179.000 410.262,179.000 389.611 C 179.000 374.374,178.888 366.697,178.667 366.833 C 178.450 366.967,178.333 375.003,178.333 389.853 L 178.333 412.667 168.833 412.667 L 159.333 412.667 159.333 369.833 L 159.333 327.000 168.822 327.000 L 178.310 327.000 178.405 330.413 C 178.487 333.341,178.582 333.841,179.078 333.936 C 179.640 334.044,182.315 332.096,182.327 331.570 C 182.334 331.296,181.857 331.647,180.499 332.917 C 179.184 334.146,179.029 333.882,178.928 330.250 L 178.833 326.833 168.977 326.745 C 163.556 326.697,159.019 326.759,158.894 326.884 M283.000 327.224 C 281.871 327.610,278.321 329.432,278.449 329.560 C 278.524 329.635,279.467 329.265,280.543 328.737 C 281.619 328.209,282.875 327.613,283.333 327.411 C 284.173 327.042,283.930 326.906,283.000 327.224 M187.068 328.067 C 186.463 328.441,186.039 328.817,186.125 328.903 C 186.211 328.989,186.853 328.671,187.551 328.196 C 189.045 327.182,188.665 327.081,187.068 328.067 M217.361 327.440 C 218.081 327.991,220.000 328.920,220.000 328.717 C 220.000 328.574,219.470 328.204,218.822 327.895 C 217.776 327.396,216.981 327.148,217.361 327.440 M318.667 327.900 C 319.308 328.203,320.396 328.728,321.083 329.066 C 321.771 329.404,322.333 329.527,322.333 329.340 C 322.333 329.153,322.183 329.000,321.998 329.000 C 321.814 329.000,320.886 328.625,319.936 328.167 C 318.986 327.708,318.049 327.337,317.854 327.341 C 317.659 327.345,318.025 327.597,318.667 327.900 M41.833 327.976 C 40.550 328.081,42.875 328.167,47.000 328.167 C 51.395 328.167,53.465 328.081,52.000 327.960 C 48.980 327.711,44.991 327.717,41.833 327.976 M36.833 328.667 L 36.167 328.953 36.833 328.971 C 37.200 328.982,37.725 328.844,38.000 328.667 C 38.663 328.238,37.830 328.238,36.833 328.667 M55.667 328.667 C 56.951 329.078,57.637 329.078,57.000 328.667 C 56.725 328.489,56.125 328.356,55.667 328.372 L 54.833 328.400 55.667 328.667 M34.000 329.333 C 33.337 329.762,34.170 329.762,35.167 329.333 L 35.833 329.047 35.167 329.029 C 34.800 329.018,34.275 329.156,34.000 329.333 M58.028 329.120 C 58.420 329.458,60.036 329.660,59.842 329.347 C 59.724 329.156,59.236 329.000,58.758 329.000 C 58.280 329.000,57.951 329.054,58.028 329.120 M184.756 329.451 C 184.347 329.653,183.936 330.019,183.842 330.264 C 183.743 330.522,184.090 330.410,184.669 329.998 C 185.450 329.443,186.054 328.810,185.583 329.041 C 185.537 329.063,185.165 329.248,184.756 329.451 M31.167 330.179 C 29.821 330.795,30.626 330.796,32.045 330.180 C 32.662 329.912,32.942 329.699,32.667 329.707 C 32.392 329.715,31.717 329.927,31.167 330.179 M61.788 330.169 C 62.313 330.443,62.913 330.661,63.121 330.655 C 63.667 330.638,61.931 329.692,61.333 329.681 C 61.058 329.675,61.263 329.895,61.788 330.169 M222.000 330.375 C 222.458 330.752,223.321 331.501,223.917 332.038 C 224.512 332.576,225.000 332.912,225.000 332.786 C 225.000 332.443,221.887 329.689,221.500 329.689 C 221.317 329.689,221.542 329.997,222.000 330.375 M323.333 330.167 C 323.562 330.442,323.898 330.667,324.082 330.667 C 324.268 330.667,324.231 330.446,324.000 330.167 C 323.772 329.892,323.435 329.667,323.252 329.667 C 323.066 329.667,323.102 329.888,323.333 330.167 M0.878 330.745 C 0.571 331.890,0.637 448.104,0.945 448.589 C 1.153 448.916,3.330 448.991,10.690 448.922 L 20.167 448.833 20.253 430.417 L 20.339 412.000 21.103 412.000 C 21.523 412.000,22.047 412.180,22.267 412.400 C 22.538 412.672,22.667 412.682,22.667 412.433 C 22.667 412.001,20.726 411.257,20.295 411.524 C 20.130 411.626,20.000 419.825,20.000 430.186 L 20.000 448.667 10.667 448.667 L 1.333 448.667 1.333 389.500 L 1.333 330.333 10.667 330.333 L 20.000 330.333 20.000 332.833 C 20.000 334.208,20.112 335.334,20.250 335.334 C 20.387 335.334,20.425 334.172,20.333 332.751 L 20.167 330.167 10.624 330.078 L 1.080 329.990 0.878 330.745 M26.853 331.844 C 26.397 332.189,26.348 332.330,26.686 332.323 C 26.950 332.317,27.458 332.092,27.814 331.823 C 28.270 331.478,28.319 331.336,27.980 331.344 C 27.716 331.350,27.209 331.575,26.853 331.844 M66.147 331.844 C 66.503 332.113,66.944 332.333,67.127 332.333 C 67.311 332.333,67.170 332.113,66.814 331.844 C 66.458 331.575,66.017 331.355,65.833 331.355 C 65.650 331.355,65.791 331.575,66.147 331.844 M326.487 332.164 C 327.030 332.608,327.555 332.882,327.654 332.773 C 327.752 332.664,327.643 332.508,327.411 332.425 C 327.178 332.342,326.776 332.062,326.518 331.804 C 326.259 331.545,325.924 331.339,325.774 331.345 C 325.623 331.352,325.944 331.720,326.487 332.164 M69.000 333.134 C 69.000 333.307,71.302 334.667,71.596 334.667 C 71.720 334.667,71.270 334.292,70.595 333.833 C 69.414 333.031,69.000 332.849,69.000 333.134 M272.285 333.229 C 272.220 333.378,271.430 334.092,270.529 334.817 C 268.479 336.465,264.489 340.507,263.602 341.833 C 263.182 342.462,263.449 342.276,264.320 341.333 C 266.637 338.828,270.132 335.333,270.321 335.333 C 270.710 335.331,272.793 333.348,272.604 333.160 C 272.493 333.049,272.350 333.080,272.285 333.229 M329.308 334.208 C 331.516 336.143,335.736 340.365,336.586 341.489 C 336.997 342.033,337.333 342.355,337.333 342.204 C 337.333 342.053,336.973 341.501,336.532 340.977 C 336.091 340.453,335.679 339.907,335.615 339.762 C 335.419 339.315,330.031 334.398,328.902 333.637 C 328.207 333.168,328.349 333.368,329.308 334.208 M226.513 334.910 C 227.056 335.685,227.623 336.322,227.773 336.326 C 228.117 336.335,226.892 334.597,226.112 333.970 C 225.790 333.712,225.971 334.134,226.513 334.910 M72.694 335.441 C 72.771 335.501,73.358 335.888,74.000 336.302 L 75.167 337.055 74.167 336.196 C 73.617 335.723,73.029 335.336,72.861 335.335 C 72.693 335.334,72.618 335.382,72.694 335.441 M228.000 336.799 C 228.000 336.872,228.373 337.585,228.829 338.383 C 229.825 340.125,229.941 339.845,228.993 337.987 C 228.410 336.843,228.000 336.353,228.000 336.799 M75.333 337.489 C 75.333 337.575,75.697 337.838,76.141 338.073 C 76.585 338.308,77.733 339.245,78.692 340.155 C 79.652 341.065,80.376 341.652,80.302 341.459 C 79.952 340.549,75.333 336.859,75.333 337.489 M230.361 341.667 C 230.364 342.283,231.269 344.314,231.306 343.788 C 231.321 343.580,231.114 342.905,230.846 342.288 C 230.579 341.671,230.360 341.392,230.361 341.667 M80.667 341.910 C 80.667 342.074,81.004 342.565,81.417 343.001 C 81.829 343.437,82.504 344.245,82.917 344.795 C 83.329 345.346,83.667 345.646,83.667 345.462 C 83.667 345.277,82.992 344.336,82.167 343.370 C 81.342 342.403,80.667 341.746,80.667 341.910 M294.000 342.667 C 293.556 342.954,293.556 342.990,294.000 342.990 C 294.275 342.990,294.725 342.844,295.000 342.667 C 295.444 342.379,295.444 342.344,295.000 342.344 C 294.725 342.344,294.275 342.489,294.000 342.667 M305.028 342.453 C 305.420 342.792,307.036 342.994,306.842 342.680 C 306.724 342.489,306.236 342.333,305.758 342.333 C 305.280 342.333,304.951 342.387,305.028 342.453 M337.704 342.503 C 338.065 343.443,339.868 346.333,340.094 346.333 C 340.237 346.333,339.806 345.471,339.137 344.417 C 337.899 342.468,337.472 341.898,337.704 342.503 M188.219 343.705 C 187.514 344.077,187.023 344.467,187.127 344.572 C 187.232 344.676,187.544 344.573,187.822 344.343 C 188.100 344.112,188.891 343.722,189.580 343.476 C 190.285 343.225,190.542 343.029,190.167 343.029 C 189.800 343.029,188.923 343.334,188.219 343.705 M204.622 343.513 C 205.238 343.781,205.838 343.995,205.955 343.988 C 206.389 343.964,204.480 343.024,204.000 343.025 C 203.725 343.026,204.005 343.245,204.622 343.513 M262.000 344.000 C 261.608 344.550,261.363 345.000,261.455 345.000 C 261.546 345.000,261.942 344.550,262.333 344.000 C 262.725 343.450,262.970 343.000,262.879 343.000 C 262.787 343.000,262.392 343.450,262.000 344.000 M309.226 343.609 C 310.175 343.919,311.062 344.284,311.198 344.420 C 311.544 344.766,312.078 344.729,311.858 344.373 C 311.652 344.040,308.602 342.989,307.937 343.022 C 307.697 343.034,308.276 343.298,309.226 343.609 M289.480 344.156 C 288.639 344.793,289.003 344.799,290.212 344.169 C 290.737 343.895,290.933 343.670,290.647 343.669 C 290.361 343.668,289.836 343.887,289.480 344.156 M207.759 345.364 C 208.635 346.172,209.717 347.433,210.165 348.167 C 210.613 348.900,210.984 349.385,210.990 349.243 C 211.009 348.765,209.414 346.505,208.454 345.650 C 206.722 344.107,206.134 343.866,207.759 345.364 M231.552 345.833 C 231.664 346.567,231.810 347.229,231.878 347.306 C 232.130 347.592,231.941 345.807,231.651 345.167 C 231.441 344.702,231.411 344.904,231.552 345.833 M286.107 346.008 C 285.009 346.745,283.673 347.827,283.138 348.412 C 282.300 349.330,282.364 349.304,283.601 348.223 C 284.390 347.533,285.403 346.802,285.851 346.598 C 286.300 346.394,286.667 346.100,286.667 345.946 C 286.667 345.793,286.854 345.662,287.083 345.656 C 287.589 345.643,288.937 344.667,288.449 344.667 C 288.259 344.667,287.206 345.270,286.107 346.008 M46.083 345.572 C 46.587 345.648,47.413 345.648,47.917 345.572 C 48.421 345.496,48.008 345.433,47.000 345.433 C 45.992 345.433,45.579 345.496,46.083 345.572 M41.833 346.000 L 41.167 346.286 41.833 346.291 C 42.200 346.293,43.100 346.171,43.833 346.019 L 45.167 345.743 43.833 345.728 C 43.100 345.720,42.200 345.842,41.833 346.000 M50.167 346.019 C 50.900 346.171,51.800 346.293,52.167 346.291 L 52.833 346.286 52.167 346.000 C 51.800 345.842,50.900 345.720,50.167 345.728 L 48.833 345.743 50.167 346.019 M38.500 346.667 C 38.080 346.847,38.018 346.953,38.333 346.953 C 38.608 346.953,39.133 346.824,39.500 346.667 C 39.920 346.486,39.982 346.380,39.667 346.380 C 39.392 346.380,38.867 346.509,38.500 346.667 M84.650 347.059 C 85.022 347.458,85.413 348.058,85.519 348.392 C 85.625 348.726,85.854 349.000,86.027 349.000 C 86.201 349.000,85.946 348.400,85.460 347.667 C 84.975 346.933,84.442 346.333,84.276 346.333 C 84.110 346.333,84.278 346.660,84.650 347.059 M259.722 347.556 C 259.299 348.202,259.019 348.797,259.101 348.879 C 259.184 348.961,259.575 348.478,259.972 347.806 C 260.908 346.219,260.721 346.032,259.722 347.556 M183.458 347.583 C 182.597 348.766,182.120 349.703,182.822 348.833 C 183.118 348.467,183.653 347.829,184.011 347.417 C 184.369 347.004,184.541 346.667,184.394 346.667 C 184.246 346.667,183.825 347.079,183.458 347.583 M34.581 348.305 C 33.248 349.159,33.002 349.505,34.167 348.888 C 35.563 348.147,36.226 347.673,35.833 347.696 C 35.650 347.707,35.086 347.981,34.581 348.305 M58.455 348.169 C 59.670 348.803,59.979 348.807,59.147 348.177 C 58.791 347.908,58.275 347.684,58.000 347.679 C 57.725 347.675,57.930 347.895,58.455 348.169 M341.000 347.873 C 341.000 348.056,341.220 348.497,341.489 348.853 C 341.759 349.209,341.979 349.350,341.979 349.167 C 341.979 348.983,341.759 348.542,341.489 348.186 C 341.220 347.830,341.000 347.689,341.000 347.873 M232.066 348.667 C 232.066 349.125,232.187 349.875,232.333 350.333 L 232.600 351.167 232.600 350.333 C 232.600 349.875,232.480 349.125,232.333 348.667 L 232.066 347.833 232.066 348.667 M31.750 349.910 C 31.337 350.188,31.000 350.557,31.000 350.731 C 31.000 350.905,31.222 350.825,31.494 350.554 C 31.766 350.282,32.178 349.992,32.411 349.909 C 32.643 349.826,32.758 349.679,32.667 349.582 C 32.575 349.485,32.162 349.633,31.750 349.910 M61.500 349.833 C 61.867 350.095,62.354 350.472,62.583 350.668 C 62.813 350.865,63.000 350.888,63.000 350.718 C 63.000 350.388,61.529 349.326,61.095 349.344 C 60.951 349.350,61.133 349.570,61.500 349.833 M86.333 349.481 C 86.333 349.810,87.759 352.018,87.888 351.890 C 87.965 351.813,87.706 351.207,87.314 350.542 C 86.666 349.444,86.333 349.084,86.333 349.481 M258.210 350.455 C 257.440 352.079,257.559 352.436,258.345 350.860 C 258.704 350.141,258.943 349.498,258.876 349.431 C 258.809 349.364,258.509 349.825,258.210 350.455 M181.714 350.381 C 181.479 350.757,181.360 351.138,181.450 351.228 C 181.539 351.317,181.787 351.065,182.000 350.667 C 182.504 349.725,182.270 349.491,181.714 350.381 M211.203 350.500 C 211.478 351.726,211.668 351.992,211.662 351.139 C 211.659 350.787,211.504 350.275,211.318 350.000 C 211.071 349.635,211.040 349.770,211.203 350.500 M279.999 351.750 C 279.508 352.420,279.428 352.653,279.788 352.361 C 280.334 351.917,281.161 350.667,280.908 350.667 C 280.844 350.667,280.435 351.154,279.999 351.750 M342.677 351.421 C 342.671 351.561,342.804 351.936,342.972 352.255 C 343.140 352.573,343.460 353.326,343.684 353.927 C 343.907 354.529,344.138 354.973,344.197 354.915 C 344.255 354.856,344.120 354.289,343.895 353.654 C 343.452 352.402,342.693 351.011,342.677 351.421 M211.690 352.230 C 211.765 353.096,212.287 353.830,212.310 353.103 C 212.323 352.701,212.183 352.280,212.000 352.167 C 211.817 352.053,211.677 352.082,211.690 352.230 M88.021 352.500 C 88.021 352.683,88.241 353.125,88.511 353.480 C 88.780 353.836,89.000 353.977,89.000 353.794 C 89.000 353.611,88.780 353.170,88.511 352.814 C 88.241 352.458,88.021 352.317,88.021 352.500 M257.037 353.370 C 256.793 353.921,256.665 354.443,256.752 354.530 C 256.839 354.617,257.101 354.228,257.333 353.667 C 257.885 352.334,257.615 352.064,257.037 353.370 M232.748 382.578 L 232.667 412.657 222.917 412.750 L 213.167 412.844 222.927 412.922 C 230.487 412.982,232.723 412.906,232.846 412.583 C 232.934 412.354,232.966 398.742,232.918 382.333 L 232.830 352.500 232.748 382.578 M67.172 355.333 C 68.833 357.725,69.664 358.577,68.496 356.690 C 67.994 355.878,67.204 354.828,66.741 354.357 C 66.200 353.806,66.354 354.156,67.172 355.333 M180.039 355.215 C 179.789 355.971,179.667 356.794,179.766 357.045 C 179.866 357.295,179.959 357.117,179.974 356.650 C 179.988 356.183,180.164 355.636,180.365 355.435 C 180.565 355.235,180.676 354.794,180.611 354.456 C 180.532 354.048,180.340 354.304,180.039 355.215 M322.333 354.524 C 322.333 354.629,322.558 354.939,322.833 355.214 C 323.376 355.757,323.444 355.676,323.131 354.861 C 322.941 354.365,322.333 354.109,322.333 354.524 M212.380 355.667 C 212.380 356.125,212.509 356.800,212.667 357.167 C 212.928 357.774,212.953 357.760,212.953 357.000 C 212.953 356.542,212.824 355.867,212.667 355.500 C 212.406 354.892,212.380 354.907,212.380 355.667 M256.372 355.223 C 256.351 355.437,256.236 355.887,256.118 356.223 C 255.950 356.696,255.995 356.748,256.316 356.452 C 256.543 356.242,256.658 355.792,256.570 355.452 C 256.482 355.112,256.393 355.009,256.372 355.223 M277.360 355.950 C 277.162 356.320,277.001 356.820,277.002 357.061 C 277.003 357.303,277.231 357.065,277.508 356.534 C 277.785 356.002,277.946 355.502,277.866 355.422 C 277.786 355.342,277.559 355.579,277.360 355.950 M25.353 356.875 C 24.960 357.540,24.694 358.138,24.761 358.205 C 24.827 358.271,25.218 357.728,25.629 356.996 C 26.562 355.335,26.323 355.231,25.353 356.875 M255.537 358.000 C 255.255 359.400,254.964 361.782,255.191 360.833 C 255.278 360.467,255.515 359.622,255.716 358.955 C 255.917 358.289,256.012 357.539,255.927 357.289 C 255.842 357.038,255.666 357.358,255.537 358.000 M90.351 357.833 C 90.347 358.017,90.560 358.767,90.824 359.500 C 91.088 360.233,91.311 360.588,91.319 360.288 C 91.327 359.988,91.114 359.238,90.846 358.622 C 90.579 358.005,90.356 357.650,90.351 357.833 M213.159 385.167 C 213.159 400.200,213.200 406.301,213.250 398.725 C 213.300 391.149,213.300 378.849,213.250 371.392 C 213.200 363.935,213.159 370.133,213.159 385.167 M345.177 359.000 C 345.622 361.835,345.914 362.900,345.953 361.833 C 345.973 361.283,345.766 360.158,345.492 359.333 C 345.062 358.039,345.019 357.993,345.177 359.000 M179.228 359.127 C 179.103 359.454,179.015 360.196,179.033 360.777 C 179.066 361.806,179.075 361.799,179.374 360.522 C 179.704 359.114,179.603 358.149,179.228 359.127 M275.704 360.244 C 275.470 360.808,275.346 361.622,275.427 362.052 C 275.549 362.694,275.584 362.653,275.621 361.817 C 275.646 361.257,275.834 360.633,276.037 360.429 C 276.241 360.225,276.345 359.869,276.268 359.638 C 276.191 359.408,275.937 359.680,275.704 360.244 M23.404 360.344 C 23.182 360.700,23.001 361.180,23.002 361.412 C 23.003 361.644,23.231 361.399,23.508 360.867 C 24.086 359.759,24.009 359.375,23.404 360.344 M324.877 360.333 C 325.008 360.792,325.222 361.692,325.353 362.333 L 325.590 363.500 325.617 362.333 C 325.631 361.692,325.417 360.792,325.141 360.333 L 324.639 359.500 324.877 360.333 M70.011 360.183 C 70.005 360.376,70.135 360.676,70.301 360.850 C 70.467 361.024,70.674 361.467,70.762 361.833 C 70.919 362.484,70.924 362.483,70.961 361.814 C 70.983 361.436,70.780 360.836,70.511 360.480 C 70.241 360.125,70.016 359.991,70.011 360.183 M91.344 361.333 C 91.344 361.608,91.489 362.058,91.667 362.333 C 91.954 362.778,91.990 362.778,91.990 362.333 C 91.990 362.058,91.844 361.608,91.667 361.333 C 91.379 360.889,91.344 360.889,91.344 361.333 M22.479 362.917 C 22.369 363.421,22.121 364.251,21.928 364.761 C 21.735 365.271,21.657 365.768,21.755 365.866 C 21.853 365.964,22.085 365.547,22.270 364.939 C 22.787 363.240,23.030 362.000,22.846 362.000 C 22.754 362.000,22.589 362.412,22.479 362.917 M254.545 363.880 C 254.282 365.802,254.338 374.153,254.623 375.479 C 254.739 376.017,254.833 373.279,254.833 369.395 C 254.833 361.566,254.841 361.720,254.545 363.880 M274.880 363.737 C 274.768 364.157,274.695 365.400,274.718 366.500 C 274.759 368.478,274.763 368.471,275.015 365.833 C 275.278 363.081,275.235 362.412,274.880 363.737 M92.078 364.167 C 92.078 364.717,92.193 365.617,92.333 366.167 C 92.686 367.553,92.702 366.189,92.352 364.500 C 92.121 363.379,92.077 363.326,92.078 364.167 M346.063 365.167 C 346.054 366.267,346.176 367.467,346.333 367.833 C 346.702 368.692,346.702 365.616,346.333 364.167 C 346.131 363.371,346.076 363.576,346.063 365.167 M325.833 370.001 C 325.833 373.449,325.944 376.097,326.078 375.885 C 326.213 375.673,326.323 373.025,326.323 370.000 C 326.323 366.975,326.213 364.327,326.078 364.116 C 325.944 363.904,325.833 366.553,325.833 370.001 M71.723 365.167 C 71.718 365.533,71.842 366.133,72.000 366.500 C 72.365 367.349,72.365 366.473,72.000 365.333 C 71.785 364.663,71.731 364.631,71.723 365.167 M21.176 369.393 C 21.040 370.435,21.000 371.485,21.087 371.727 C 21.173 371.969,21.355 371.315,21.491 370.273 C 21.627 369.232,21.667 368.182,21.580 367.940 C 21.493 367.698,21.311 368.352,21.176 369.393 M92.797 373.333 C 92.797 375.808,92.850 376.821,92.914 375.583 C 92.978 374.346,92.978 372.321,92.914 371.083 C 92.850 369.846,92.797 370.858,92.797 373.333 M72.362 373.500 C 72.374 376.041,72.485 377.257,72.667 376.833 C 73.063 375.912,73.063 370.613,72.667 370.000 C 72.449 369.663,72.350 370.802,72.362 373.500 M274.690 373.194 C 274.703 374.462,274.836 375.800,274.986 376.167 C 275.141 376.545,275.184 375.606,275.085 374.000 C 274.870 370.517,274.658 370.085,274.690 373.194 M346.250 372.111 C 346.113 372.446,346.015 373.571,346.033 374.611 L 346.067 376.500 346.380 375.167 C 346.752 373.587,346.647 371.140,346.250 372.111 M21.043 375.667 C 21.040 376.308,21.163 377.433,21.314 378.167 C 21.590 379.499,21.590 379.498,21.605 377.667 C 21.613 376.658,21.491 375.533,21.333 375.167 C 21.101 374.625,21.046 374.719,21.043 375.667 M325.274 378.000 C 325.154 378.642,324.959 379.467,324.840 379.833 C 324.722 380.200,324.868 380.079,325.166 379.565 C 325.464 379.050,325.659 378.225,325.599 377.731 C 325.500 376.903,325.474 376.924,325.274 378.000 M275.367 377.878 C 275.349 378.270,275.567 379.095,275.852 379.712 C 276.364 380.821,276.337 380.581,275.675 378.167 C 275.469 377.412,275.393 377.341,275.367 377.878 M345.598 378.500 C 345.482 379.233,345.294 380.283,345.181 380.833 C 345.055 381.447,345.181 381.277,345.508 380.395 C 345.801 379.603,345.988 378.553,345.925 378.061 C 345.829 377.313,345.775 377.384,345.598 378.500 M255.156 378.667 C 255.224 379.308,255.438 380.358,255.631 381.000 C 256.081 382.496,255.887 380.921,255.364 378.833 C 255.044 377.555,255.036 377.548,255.156 378.667 M72.050 380.056 C 72.022 380.545,71.914 381.220,71.808 381.556 C 71.627 382.133,71.637 382.134,71.996 381.575 C 72.205 381.249,72.314 380.574,72.238 380.075 L 72.100 379.167 72.050 380.056 M92.235 380.625 C 92.106 381.244,92.016 382.144,92.037 382.625 C 92.061 383.202,92.175 382.989,92.372 382.000 C 92.537 381.175,92.627 380.275,92.571 380.000 C 92.516 379.725,92.365 380.006,92.235 380.625 M21.695 380.833 C 21.685 381.200,21.822 381.725,22.000 382.000 C 22.428 382.663,22.428 381.830,22.000 380.833 L 21.714 380.167 21.695 380.833 M324.167 381.667 C 324.042 382.061,324.014 382.459,324.106 382.550 C 324.197 382.642,324.375 382.394,324.500 382.000 C 324.625 381.606,324.653 381.208,324.561 381.116 C 324.469 381.025,324.292 381.272,324.167 381.667 M22.338 383.194 C 22.341 383.546,22.496 384.058,22.682 384.333 C 22.929 384.698,22.960 384.564,22.797 383.833 C 22.522 382.608,22.332 382.342,22.338 383.194 M277.024 382.833 C 277.024 383.017,277.238 383.542,277.500 384.000 C 277.762 384.458,277.976 384.683,277.976 384.500 C 277.976 384.317,277.762 383.792,277.500 383.333 C 277.238 382.875,277.024 382.650,277.024 382.833 M322.854 384.688 C 322.374 385.643,322.038 386.482,322.107 386.552 C 322.176 386.621,322.634 385.904,323.125 384.958 C 323.616 384.013,323.952 383.174,323.872 383.094 C 323.792 383.015,323.334 383.732,322.854 384.688 M70.418 385.714 C 70.194 386.305,70.080 386.858,70.163 386.941 C 70.362 387.140,71.051 385.320,70.923 384.935 C 70.868 384.772,70.641 385.122,70.418 385.714 M256.669 385.064 C 256.668 385.374,256.817 385.720,257.000 385.833 C 257.183 385.947,257.333 386.243,257.333 386.492 C 257.333 387.121,258.648 390.130,258.839 389.938 C 258.925 389.853,258.696 389.164,258.331 388.407 C 257.966 387.651,257.667 386.892,257.667 386.721 C 257.667 386.550,257.443 385.980,257.169 385.455 C 256.854 384.851,256.670 384.707,256.669 385.064 M23.024 385.500 C 23.022 385.867,23.241 386.458,23.511 386.814 C 24.130 387.633,24.131 387.378,23.513 385.955 C 23.176 385.178,23.025 385.038,23.024 385.500 M90.916 386.833 C 90.788 387.383,90.596 388.208,90.490 388.667 C 90.361 389.224,90.473 389.117,90.829 388.345 C 91.122 387.710,91.314 386.885,91.256 386.512 C 91.174 385.984,91.098 386.056,90.916 386.833 M343.087 387.237 C 342.860 387.721,342.735 388.179,342.810 388.254 C 343.010 388.455,343.728 387.015,343.605 386.659 C 343.547 386.492,343.314 386.752,343.087 387.237 M279.999 388.250 C 280.435 388.846,280.844 389.333,280.908 389.333 C 281.161 389.333,280.334 388.083,279.788 387.639 C 279.428 387.347,279.508 387.580,279.999 388.250 M320.667 388.167 C 320.236 388.625,320.005 389.000,320.153 389.000 C 320.403 389.000,321.667 387.706,321.667 387.449 C 321.667 387.191,321.411 387.374,320.667 388.167 M24.667 388.873 C 24.667 389.056,24.887 389.497,25.156 389.853 C 25.425 390.209,25.645 390.350,25.645 390.167 C 25.645 389.983,25.425 389.542,25.156 389.186 C 24.887 388.830,24.667 388.689,24.667 388.873 M68.694 389.283 C 68.149 390.300,68.262 390.584,68.867 389.719 C 69.161 389.300,69.323 388.879,69.228 388.783 C 69.132 388.688,68.892 388.913,68.694 389.283 M259.000 390.413 C 259.000 390.761,260.450 393.327,260.576 393.202 C 260.644 393.134,260.376 392.498,259.981 391.789 C 259.209 390.406,259.000 390.112,259.000 390.413 M317.000 392.020 C 316.175 392.753,314.773 393.734,313.884 394.199 C 312.994 394.664,312.334 395.112,312.416 395.194 C 312.608 395.386,315.304 393.882,316.169 393.100 C 316.535 392.769,317.332 392.087,317.942 391.583 C 318.552 391.079,318.927 390.671,318.776 390.677 C 318.624 390.682,317.825 391.286,317.000 392.020 M65.833 393.199 C 63.656 395.608,63.666 395.593,64.865 394.647 C 65.733 393.963,67.934 391.310,67.605 391.344 C 67.547 391.350,66.750 392.185,65.833 393.199 M88.964 392.475 C 88.727 393.130,88.413 393.667,88.266 393.667 C 88.120 393.667,88.000 393.826,88.000 394.020 C 88.000 394.214,88.146 394.282,88.324 394.172 C 88.774 393.894,89.794 391.683,89.574 391.463 C 89.475 391.364,89.201 391.820,88.964 392.475 M283.060 391.750 C 284.597 393.204,288.283 395.495,288.590 395.187 C 288.689 395.089,288.244 394.789,287.603 394.521 C 286.961 394.253,285.668 393.426,284.728 392.684 C 283.116 391.410,282.097 390.839,283.060 391.750 M26.740 392.327 C 26.967 392.690,27.348 393.062,27.587 393.154 C 27.861 393.259,27.802 393.019,27.427 392.504 C 26.718 391.529,26.150 391.383,26.740 392.327 M261.683 395.190 C 262.259 396.028,262.807 396.638,262.899 396.545 C 262.991 396.453,262.754 396.041,262.371 395.630 C 261.988 395.219,261.587 394.609,261.481 394.275 C 261.375 393.940,261.141 393.667,260.962 393.667 C 260.782 393.667,261.106 394.352,261.683 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I\u2019ve been exploring and writing about those features in a series of blog posts."),(0,s.kt)("p",null,"This post will explore a new API endpoint that lets you check how much Pinot is lagging when ingesting from Apache Kafka."),(0,s.kt)("h2",{id:"why-do-we-need-this"},"Why do we need this?"),(0,s.kt)("p",null,"A common question in the Pinot community is how to work out the consumption status of real-time tables.\xa0"),(0,s.kt)("p",null,"This was a tricky one to answer, but Pinot 0.12 sees the addition of a new API that lets us see exactly what\u2019s going on."),(0,s.kt)("h2",{id:"worked-example"},"Worked Example"),(0,s.kt)("p",null,"Let\u2019s have a look at how it works with help from a worked example.\xa0"),(0,s.kt)("p",null,"First, we\u2019re going to create a Kafka topic with 5 partitions:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"docker exec -it kafka-lag-blog kafka-topics.sh \\\n--bootstrap-server localhost:9092 \\\n--partitions 5 \\\n--topic events \\\n--create \n")),(0,s.kt)("p",null,"We\u2019re going to populate this topic with data from a data generator, which is shown below:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-python"},'import datetime, uuid, random, json, click, time\n\n@click.command()\n@click.option(\'--sleep\', default=0.0, help=\'Sleep between each message\')\ndef generate(sleep):\n while True:\n ts = datetime.datetime.now().strftime("%Y-%m-%dT%H:%M:%S.%fZ")\n id = str(uuid.uuid4())\n count = random.randint(0, 1000)\n print(json.dumps({"tsString": ts, "uuid": id, "count": count}))\n time.sleep(sleep)\n\nif __name__ == \'__main__\':\n generate()\n')),(0,s.kt)("p",null,"We can see an example of the messages generated by this script by running the following:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"python datagen.py --sleep 0.01 2>/dev/null | head -n3 | jq -c\n")),(0,s.kt)("p",null,"You should see something like this:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{"tsString":"2023-03-17T12:10:03.854680Z","uuid":"f3b7b5d3-b352-4cfb-a5e3-527f2c663143","count":690}\n{"tsString":"2023-03-17T12:10:03.864815Z","uuid":"eac57622-4b58-4456-bb38-96d1ef5a1ed5","count":522}\n{"tsString":"2023-03-17T12:10:03.875723Z","uuid":"65926a80-208a-408b-90d0-36cf74c8923a","count":154}\n')),(0,s.kt)("p",null,"So far, so good. Let\u2019s now ingest this data into Kafka:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"python datagen.py --sleep 0.01 2>/dev/null |\njq -cr --arg sep \xf8 '[.uuid, tostring] | join($sep)' |\nkcat -P -b localhost:9092 -t events -K \n")),(0,s.kt)("p",null,"Next we\u2019re going to create a Pinot schema and table. First, the schema config:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{\n "schemaName": "events",\n "dimensionFieldSpecs": [{"name": "uuid", "dataType": "STRING"}],\n "metricFieldSpecs": [{"name": "count", "dataType": "INT"}],\n "dateTimeFieldSpecs": [\n {\n "name": "ts",\n "dataType": "TIMESTAMP",\n "format": "1:MILLISECONDS:EPOCH",\n "granularity": "1:MILLISECONDS"\n }\n ]\n }\n')),(0,s.kt)("p",null,"And now, the table config:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{\n "tableName": "events",\n "tableType": "REALTIME",\n "segmentsConfig": {\n "timeColumnName": "ts",\n "schemaName": "events",\n "replication": "1",\n "replicasPerPartition": "1"\n },\n "tableIndexConfig": {\n "loadMode": "MMAP",\n "streamConfigs": {\n "streamType": "kafka",\n "stream.kafka.topic.name": "events",\n "stream.kafka.broker.list": "kafka-lag-blog:9093",\n "stream.kafka.consumer.type": "lowlevel",\n "stream.kafka.consumer.prop.auto.offset.reset": "smallest",\n "stream.kafka.consumer.factory.class.name": "org.apache.pinot.plugin.stream.kafka20.KafkaConsumerFactory",\n "stream.kafka.decoder.class.name": "org.apache.pinot.plugin.stream.kafka.KafkaJSONMessageDecoder",\n "realtime.segment.flush.threshold.rows": "10000000"\n }\n },\n "ingestionConfig": {\n "transformConfigs": [\n {\n "columnName": "ts",\n "transformFunction": "FromDateTime(tsString, \'YYYY-MM-dd\'\'T\'\'HH:mm:ss.SSSSSS\'\'Z\'\'\')"\n }\n ]\n },\n "tenants": {},\n "metadata": {}\n }\n')),(0,s.kt)("p",null,"We can create both the table and schema using the ",(0,s.kt)("em",{parentName:"p"},"AddTable")," command:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},'docker run \\\n --network lag_blog \\\n -v $PWD/config:/config \\\n apachepinot/pinot:0.12.0-arm64 AddTable \\\n -schemaFile /config/schema.json \\\n -tableConfigFile /config/table.json \\\n -controllerHost "pinot-controller-lag-blog" \\\n -exec\n')),(0,s.kt)("p",null,"Now let\u2019s call the /consumingSegmentsInfo endpoint to see what\u2019s going on:"),(0,s.kt)("p",null,(0,s.kt)("inlineCode",{parentName:"p"},'curl "http://localhost:9000/tables/events/consumingSegmentsInfo" 2>/dev/null | jq')),(0,s.kt)("p",null,"The output of calling this end point is shown below:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{\n "_segmentToConsumingInfoMap": {\n "events__0__0__20230317T1133Z": [\n {\n "serverName": "Server_172.29.0.4_8098",\n "consumerState": "CONSUMING",\n "lastConsumedTimestamp": 1679052823350,\n "partitionToOffsetMap": {\n "0": "969"\n },\n "partitionOffsetInfo": {\n "currentOffsetsMap": {\n "0": "969"\n },\n "latestUpstreamOffsetMap": {\n "0": "969"\n },\n "recordsLagMap": {\n "0": "0"\n },\n "availabilityLagMsMap": {\n "0": "26"\n }\n }\n }\n ],\n\u2026\n}\n')),(0,s.kt)("p",null,"If we look under ",(0,s.kt)("em",{parentName:"p"},"partitionOffsetInfo"),", we can see what\u2019s going on:"),(0,s.kt)("ul",null,(0,s.kt)("li",{parentName:"ul"},"currentOffsetsMap is Pinot\u2019s current offset"),(0,s.kt)("li",{parentName:"ul"},"latestUpstreamOffsetMap is Kafka\u2019s offset"),(0,s.kt)("li",{parentName:"ul"},"recordsLagMap is the record lag"),(0,s.kt)("li",{parentName:"ul"},"availabilityLagMsMap is the time lag")),(0,s.kt)("p",null,"This output is a bit unwieldy, so let\u2019s create a bash function to tidy up the output into something that\u2019s easier to consume:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-python"},'function consuming_info() {\n curl "http://localhost:9000/tables/events/consumingSegmentsInfo" 2>/dev/null | \n jq -rc \'[._segmentToConsumingInfoMap | keys[] as $k | (.[$k] | .[] | {\n segment: $k,\n kafka: (.partitionOffsetInfo.currentOffsetsMap | keys[] as $k | (.[$k])),\n pinot: (.partitionOffsetInfo.latestUpstreamOffsetMap | keys[] as $k | (.[$k])),\n recordLag: (.partitionOffsetInfo.recordsLagMap | keys[] as $k | (.[$k])),\n timeLagMs: (.partitionOffsetInfo.availabilityLagMsMap | keys[] as $k | (.[$k]))\n})] | (.[0] |keys_unsorted | @tsv), (.[] |map(.) |@tsv)\' | column -t\n printf "\\n"\n\n}\n')),(0,s.kt)("p",null,"Let\u2019s call the function:"),(0,s.kt)("p",null,(0,s.kt)("inlineCode",{parentName:"p"},"consuming\\_info")),(0,s.kt)("p",null,"We\u2019ll see the following output:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1680190272-image2.png",alt:"Consumer record lag output",title:"Consumer record lag output"})),(0,s.kt)("p",null,"Now let\u2019s put it in a script and call the watch command so that it will be refreshed every couple of seconds:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-python"},'!#/bin/bash\n\nfunction consuming_info() {\n curl "http://localhost:9000/tables/events/consumingSegmentsInfo" 2>/dev/null |\n jq -rc \'[._segmentToConsumingInfoMap | keys[] as $k | (.[$k] | .[] | {\n segment: $k,\n kafka: (.partitionOffsetInfo.currentOffsetsMap | keys[] as $k | (.[$k])),\n pinot: (.partitionOffsetInfo.latestUpstreamOffsetMap | keys[] as $k | (.[$k])),\n recordLag: (.partitionOffsetInfo.recordsLagMap | keys[] as $k | (.[$k])),\n timeLagMs: (.partitionOffsetInfo.availabilityLagMsMap | keys[] as $k | (.[$k]))\n})] | (.[0] |keys_unsorted | @tsv), (.[] |map(.) |@tsv)\' | column -t\n printf "\\n"\n}\n\nexport -f consuming_info\nwatch bash -c consuming_info\n\n')),(0,s.kt)("p",null,"Give permissions to run it as a script:"),(0,s.kt)("p",null,(0,s.kt)("inlineCode",{parentName:"p"},"chmod u+x watch\\_consuming\\_info.sh")),(0,s.kt)("p",null,"And finally, run it:"),(0,s.kt)("p",null,(0,s.kt)("inlineCode",{parentName:"p"},"./watch\\_consuming\\_info.sh")),(0,s.kt)("p",null,"This will print out a new table every two seconds. Let\u2019s now make things more interesting by removing the sleep from our ingestion command:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"python datagen.py 2>/dev/null |\njq -cr --arg sep \xf8 '[.uuid, tostring] | join($sep)' |\nkcat -P -b localhost:9092 -t events -K\xf8\n")),(0,s.kt)("p",null,"And now if we look at the watch output:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1680190286-image1.png",alt:"Apache Pinot Consumer Record Lag",title:"Apache Pinot Consumer Record Lag"})),(0,s.kt)("p",null,"We get some transitory lag, but it generally goes away by the next time the command is run.\xa0"),(0,s.kt)("h2",{id:"summary"},"Summary"),(0,s.kt)("p",null,"I love this feature, and it solves a problem I\u2019ve struggled with when using my datasets. I hope you\u2019ll find it just as useful."),(0,s.kt)("p",null,"Give it a try, and let us know how you get on. If you have any questions about this feature, feel free to join us on ",(0,s.kt)("a",{parentName:"p",href:"https://stree.ai/slack"},"Slack"),", where we\u2019ll be happy to help you out."))}g.isMDXComponent=!0}}]);
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Instead of using Kafka Connect to batch Mastodon toots into groups of 1,000 messages to generate Parquet files, we can stream the data immediately and directly, toot-by-toot into Pinot and then build a real-time dashboard using Streamlit:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637507-image4.png",alt:"Data collection in Mastodon, followed by processing in Apache Kafka, Apache Pinot, and Streamlit",title:"Data collection in Mastodon, followed by processing in Apache Kafka, Apache Pinot, and Streamlit"})),(0,s.kt)("h2",{id:"setup"},"Setup"),(0,s.kt)("p",null,"To follow along, first clone my fork of Simon\u2019s GitHub repository:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"git clone git@github.com:mneedham/mastodon-stream.git\ncd mastodon-stream\n")),(0,s.kt)("p",null,"Then launch all of the components using Docker Compose:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"docker-compose up\n")),(0,s.kt)("h2",{id:"pinot-schema-and-table"},"Pinot Schema and Table"),(0,s.kt)("p",null,"Similar to what Simon did with DuckDB, we\u2019ll ingest the Mastodon events into a table. Pinot tables have a schema that\u2019s defined in a schema file.\xa0"),(0,s.kt)("p",null,"To come up with a schema file, we need to know the structure of the ingested events. For example:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{\n "m_id": 110146691030544274,\n "created_at": 1680705124,\n "created_at_str": "2023 04 05 15:32:04",\n "app": "",\n "url": "https://mastodon.social/@Xingcat/110146690810165414",\n "base_url": "https://techhub.social",\n "language": "en",\n "favourites": 0,\n "username": "Xingcat",\n "bot": false,\n "tags": 0,\n "characters": 196,\n "words": 36,\n "mastodon_text": "Another, \u201cI don\u2019t know what this is yet,\u201d paintings. Many, many layers that look like distressed metal or some sort of rock crosscut. Liking it so far, need to figure out what it\u2019ll wind up being."\n}\n')),(0,s.kt)("p",null,"Mapping these fields directly to columns is easiest and will result in a schema file that looks like this:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{\n "schemaName":"mastodon",\n "dimensionFieldSpecs":[\n {"name":"m_id","dataType":"LONG"},\n {"name":"created_at_str","dataType":"STRING"},\n {"name":"app","dataType":"STRING"},\n {"name":"url","dataType":"STRING"},\n {"name":"base_url","dataType":"STRING"},\n {"name":"language","dataType":"STRING"},\n {"name":"username","dataType":"STRING"},\n {"name":"bot","dataType":"BOOLEAN"}, \n {"name":"mastodon_text","dataType":"STRING"}\n ],\n "metricFieldSpecs":[\n {"name":"favourites","dataType":"INT"},\n {"name":"words","dataType":"INT"},\n {"name":"characters","dataType":"INT"},\n {"name":"tags","dataType":"INT"}\n ],\n "dateTimeFieldSpecs":[\n {\n "name":"created_at",\n "dataType":"LONG",\n "format":"1:MILLISECONDS:EPOCH",\n "granularity":"1:MILLISECONDS"\n }\n ]\n}\n')),(0,s.kt)("p",null,"Next up: our table config, shown below:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'{\n "tableName": "mastodon",\n "tableType": "REALTIME",\n "segmentsConfig": {\n "timeColumnName": "created_at",\n "timeType": "MILLISECONDS",\n "schemaName": "mastodon",\n "replicasPerPartition": "1"\n },\n "tenants": {},\n "tableIndexConfig": {\n "loadMode": "MMAP",\n "streamConfigs": {\n "streamType": "kafka",\n "stream.kafka.consumer.type": "lowLevel",\n "stream.kafka.topic.name": "mastodon-topic",\n "stream.kafka.decoder.class.name": "org.apache.pinot.plugin.inputformat.avro.confluent.KafkaConfluentSchemaRegistryAvroMessageDecoder",\n "stream.kafka.consumer.factory.class.name": "org.apache.pinot.plugin.stream.kafka20.KafkaConsumerFactory",\n "stream.kafka.decoder.prop.format": "AVRO",\n "stream.kafka.decoder.prop.schema.registry.rest.url": "http://schema-registry:8081",\n "stream.kafka.decoder.prop.schema.registry.schema.name": "mastodon-topic-value",\n "stream.kafka.broker.list": "broker:9093",\n "stream.kafka.consumer.prop.auto.offset.reset": "smallest"\n }\n },\n "metadata": {\n "customConfigs": {}\n },\n "routing": {\n "instanceSelectorType": "strictReplicaGroup"\n }\n}\n')),(0,s.kt)("p",null,"The following configs represent the most important ones for ingesting Apache Avro\u2122 messages into Pinot:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-json"},'"stream.kafka.decoder.class.name": "org.apache.pinot.plugin.inputformat.avro.confluent.KafkaConfluentSchemaRegistryAvroMessageDecoder",\n"stream.kafka.decoder.prop.format": "AVRO",\n"stream.kafka.decoder.prop.schema.registry.rest.url": "http://schema-registry:8081",\n"stream.kafka.decoder.prop.schema.registry.schema.name": "mastodon-topic-value",\n')),(0,s.kt)("p",null,"The KafkaConfluentSchemaRegistryAvroMessageDecoder decoder calls the Schema Registry with the schema name to get back the schema that it will use to decode messages."),(0,s.kt)("p",null,"We can create the Pinot table by running the following command:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},'docker run \\\n --network mastodon \\\n -v $PWD/pinot:/config \\\n apachepinot/pinot:0.12.0-arm64 AddTable \\\n -schemaFile /config/schema.json \\\n -tableConfigFile /config/table.json \\\n -controllerHost "pinot-controller" \\\n -exec\n')),(0,s.kt)("p",null,"We can then navigate to the table page of the Pinot UI:\xa0"),(0,s.kt)("p",null,"http://localhost:9000/#/tenants/table/mastodon","_","REALTIME"),(0,s.kt)("p",null,"Here, we\u2019ll see the following:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637837-image6.png",alt:"Apache Pinot table config and schema",title:"Apache Pinot table config and schema"})),(0,s.kt)("h2",{id:"ingest-data-into-kafka"},"Ingest Data into Kafka"),(0,s.kt)("p",null,"Now, we need to start ingesting data into Kafka. Simon created a script that accomplishes this for us, so we just need to indicate which Mastodon servers to query."),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"python mastodonlisten.py --baseURL https://data-folks.masto.host \\\n --public --enableKafka --quiet\npython mastodonlisten.py --baseURL https://fosstodon.org/ \\\n --public --enableKafka --quiet\npython mastodonlisten.py --baseURL https://mstdn.social/ \\\n --public --enableKafka --quiet\n")),(0,s.kt)("p",null,"We can then check the ingestion of messages with the ",(0,s.kt)("a",{parentName:"p",href:"https://docs.confluent.io/platform/current/clients/kafkacat-usage.html"},"kcat")," command line tool:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"kcat -C -b localhost:9092 -t mastodon-topic \\\n -s value=avro -r http://localhost:8081 -e\n")),(0,s.kt)("h2",{id:"query-pinot"},"Query Pinot"),(0,s.kt)("p",null,"Now, let\u2019s go to the Pinot UI to see what data we\u2019ve got to play with:"),(0,s.kt)("p",null,(0,s.kt)("a",{parentName:"p",href:"http://localhost:9000/"},"http://localhost:9000")),(0,s.kt)("p",null,"We\u2019ll see the following preview of the data in the mastodon table:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637772-image5.png",alt:"SQL Editor, query response stats, and query result in Apache Pinot",title:"SQL Editor, query response stats, and query result in Apache Pinot"})),(0,s.kt)("p",null,"We can then write a query to find the number of messages posted in the last five minutes:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-sql"},'select count(*) as "Num toots"\n, count(distinct(username)) as "Num users"\n, count(distinct(url)) as "Num urls"\nfrom mastodon\nwhere created_at*1000 > ago(\'PT1M\')\norder by 1 DESC;\n')),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637909-image8.png",alt:"Query results for toots, users, and urls",title:"Query results for toots, users, and urls"})),(0,s.kt)("p",null,"We can also query Pinot via the Python client, which we can install by running the following:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-bash"},"pip install pinotdb\n")),(0,s.kt)("p",null,"Once we\u2019ve done that, let\u2019s open the Python REPL and run the following code:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre",className:"language-python"},'from pinotdb import connect\nimport pandas as pd\n\nconn = connect(host=\'localhost\', port=8099, path=\'/query/sql\', scheme=\'http\')\n\ncurs = conn.cursor()\n\nst.header("Daily Mastodon Usage")\nquery = """\nselect count(*) as "Num toots"\n, count(distinct(username)) as "Num users"\n, count(distinct(url)) as "Num urls"\nfrom mastodon\nwhere created_at*1000 > ago(\'PT1M\')\norder by 1 DESC;\n"""\ncurs.execute(query)\n\ndf = pd.DataFrame(curs, columns=[item[0] for item in curs.description])\n')),(0,s.kt)("p",null,"This produces the resulting DataFrame:"),(0,s.kt)("pre",null,(0,s.kt)("code",{parentName:"pre"}," Num toots Num users Num urls\n0 552 173 192\n")),(0,s.kt)("h2",{id:"streamlit"},"Streamlit"),(0,s.kt)("p",null,"Next, we\u2019ll create a Streamlit dashboard to package up these queries. We\u2019ll visualize the results using Plotly, which you can install using:"),(0,s.kt)("p",null,"pip install streamlit plotly"),(0,s.kt)("p",null,"I\u2019ve created a Streamlit app in the file ",(0,s.kt)("a",{parentName:"p",href:"https://github.com/mneedham/mastodon-stream/blob/main/app.py"},"app.py"),", which you can find in the GitHub repository. Let\u2019s have a look at the kinds of visualizations that we can generate.\xa0"),(0,s.kt)("p",null,"First, we\u2019ll create metrics to show the number of toots, users, and URLs in the last ",(0,s.kt)("em",{parentName:"p"},"n")," minutes. ",(0,s.kt)("em",{parentName:"p"},"n")," will be configurable from the app as shown in the screenshot below:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637876-image7.png",alt:"Chart of real-time Mastodon usage",title:"Chart of real-time Mastodon usage"})),(0,s.kt)("p",null,"From the screenshot, we can identify mastodon.cloud as the most active server, though it produces only 1,800 messages in 10 minutes or three messages per second. The values in green indicate the change in values compared to the previous 10 minutes."),(0,s.kt)("p",null,"We can also create a chart showing the number of messages per minute for the last 10 minutes:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637945-image9.png",alt:"Time of day Mastodon usage",title:"Time of day Mastodon usage"})),(0,s.kt)("p",null,"Based on this chart, we can see that we\u2019re creating anywhere from 200\u2013900 messages per second. Part of the reason lies in the fact that the Mastodon servers sometimes disconnect our listener, and at the moment, I have to manually reconnect."),(0,s.kt)("p",null,"Finally, we can look at the toot length by language:"),(0,s.kt)("p",null,(0,s.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1685637644-image2.png",alt:"Chart of toot length by language usage",title:"Chart of toot length by language usage"})),(0,s.kt)("p",null,"We see much bigger ranges here than Simon saw in his analysis. He saw a maximum length of 200 characters, whereas we see some messages of up to 4,200 characters.\xa0"),(0,s.kt)("h2",{id:"summary"},"Summary"),(0,s.kt)("p",null,"We hope you enjoyed following along as we explored this fun use case for ",(0,s.kt)("a",{parentName:"p",href:"https://startree.ai/resources/what-is-real-time-analytics"},"real-time analytics"),". As you can see, even though we\u2019re pulling the data from many of the popular Mastodon servers, it\u2019s still not all that much data!"),(0,s.kt)("p",null,"Give the code a try and let us know how it goes. If you have any questions, feel free to ",(0,s.kt)("a",{parentName:"p",href:"https://stree.ai/slack"},"join us on Slack"),", where we\u2019ll gladly do our best to help you out."))}h.isMDXComponent=!0}}]);
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It had only 2,700 members the first week. Fast forward many years, and LinkedIn\u2019s product portfolio, member base, and server load has grown tremendously.",keywords:["Pinot","LinkedIn","Data Scaling","User-Facing Analytics","Real-time data platform"],tags:["Pinot","LinkedIn","real-time data platform","Realtime","Analytics","User-Facing Analytics"]},c=void 0,s={permalink:"/blog/2015/05/16/LinkedIn-Scaling",editUrl:"https://github.com/apache/pinot-site/edit/dev/website/blog/2015-05-16-LinkedIn-Scaling.md",source:"@site/blog/2015-05-16-LinkedIn-Scaling.md",title:"A Brief History of Scaling LinkedIn",description:"LinkedIn started in 2003 with the goal of connecting to your network for better job opportunities. It had only 2,700 members the first week. Fast forward many years, and LinkedIn\u2019s product portfolio, member base, and server load has grown tremendously.",date:"2015-05-16T00:00:00.000Z",formattedDate:"May 16, 2015",tags:[{label:"Pinot",permalink:"/blog/tags/pinot"},{label:"LinkedIn",permalink:"/blog/tags/linked-in"},{label:"real-time data platform",permalink:"/blog/tags/real-time-data-platform"},{label:"Realtime",permalink:"/blog/tags/realtime"},{label:"Analytics",permalink:"/blog/tags/analytics"},{label:"User-Facing Analytics",permalink:"/blog/tags/user-facing-analytics"}],readingTime:.545,truncated:!1,prevItem:{title:"Open Sourcing Pinot - Scaling the Wall of Real-Time Analytics",permalink:"/blog/2015/06/10/Open-Sourcing-Pinot"}},p=[],u={toc:p},d="wrapper";function m(e){var t=e.components,n=(0,o.Z)(e,a);return(0,i.kt)(d,(0,r.Z)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,i.kt)("p",null,"LinkedIn started in 2003 with the goal of connecting to your network for better job opportunities. It had only 2,700 members the first week. Fast forward many years, and LinkedIn\u2019s product portfolio, member base, and server load has grown tremendously."),(0,i.kt)("p",null,"Today, LinkedIn operates globally with more than 350 million members. We serve tens of thousands of web pages every second of every day. We've hit our mobile moment where mobile accounts for more than 50 percent of all global traffic. All those requests are fetching data from our backend systems, which in turn handle millions of queries per second."),(0,i.kt)("p",null,"Read More at ",(0,i.kt)("a",{parentName:"p",href:"https://engineering.linkedin.com/architecture/brief-history-scaling-linkedin"},"https://engineering.linkedin.com/architecture/brief-history-scaling-linkedin")),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://content.linkedin.com/content/dam/engineering/en-us/blog/migrated/data_centers_pops_0.png",alt:"A Brief History of Scaling LinkedIn"})))}m.isMDXComponent=!0}}]);
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This is the first in a series of blog posts showing off some of the new features in this release."),(0,o.kt)("p",null,"A common question from the community is: how can you work out which indexes are currently defined on a Pinot table? This information has always been ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/users/api/pinot-rest-admin-interface"},"available via the REST API"),", but sometimes you simply want to see it on the UI and not have to parse your way through a bunch of JSON. Let's see how it works!"),(0,o.kt)("h2",{id:"spinning-up-pinot"},"Spinning up Pinot"),(0,o.kt)("p",null,"We\u2019re going to spin up the Batch ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/getting-started/quick-start"},"QuickStart")," in Docker using the following command:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n apachepinot/pinot:0.11.0 \\\n QuickStart -type BATCH\n")),(0,o.kt)("p",null,"Or if you\u2019re on a Mac M1, change the name of the image to have the arm-64 suffix, like this:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n apachepinot/pinot:0.11.0-arm64 \\\n QuickStart -type BATCH\n")),(0,o.kt)("p",null,"Once that\u2019s up and running, navigate to ",(0,o.kt)("a",{parentName:"p",href:"http://localhost:9000/#/"},"http://localhost:9000/#/")," and click on Tables. Under the tables section click on airlineStats","_","OFFLINE. You should see a page that looks like this:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667915561-image1-edittable.png",alt:"airlineStats_OFFLINE page",title:"airlineStats_OFFLINE page"})),(0,o.kt)("p",null,"Click on Edit Table. This will show a window with the config for this table."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667915654-image3.png",alt:"Window with configuration for airlineStats_OFFLINE table",title:"Window with configuration for airlineStats_OFFLINE table"})),(0,o.kt)("h2",{id:"indexing-config"},"Indexing Config"),(0,o.kt)("p",null,"We\u2019re interested in the tableIndexConfig and fieldConfigList sections. These sections are responsible for defining indexes, which are applied to a table on a per segment basis.\xa0"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"tableIndexConfig is responsible for inverted, JSON, range, Geospatial, and StarTree indexes."),(0,o.kt)("li",{parentName:"ul"},"fieldConfigList is responsible for timestamp and text indexes.")),(0,o.kt)("p",null,"tableIndexConfig is defined below:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-json"},'"tableIndexConfig": {\n "rangeIndexVersion": 2,\n "autoGeneratedInvertedIndex": false,\n "createInvertedIndexDuringSegmentGeneration": false,\n "loadMode": "MMAP",\n "enableDefaultStarTree": false,\n "enableDynamicStarTreeCreation": false,\n "aggregateMetrics": false,\n "nullHandlingEnabled": false,\n "optimizeDictionaryForMetrics": false,\n "noDictionarySizeRatioThreshold": 0\n},\n')),(0,o.kt)("p",null,"From reading this config we learn that no indexes have been explicitly defined."),(0,o.kt)("p",null,"Now for fieldConfigList, which is defined below:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-json"},'"fieldConfigList": [\n {\n "name": "ts",\n "encodingType": "DICTIONARY",\n "indexType": "TIMESTAMP",\n "indexTypes": [\n "TIMESTAMP"\n ],\n "timestampConfig": {\n "granularities": [\n "DAY",\n "WEEK",\n "MONTH"\n ]\n }\n }\n],\n')),(0,o.kt)("p",null,"From reading this config we learn that a timestamp index is being applied to the ",(0,o.kt)("em",{parentName:"p"},"ts")," column. It is applied at DAY, WEEK, and MONTH granularities, which means that the derived columns $ts$DAY, $ts$WEEK, and $ts$MONTH will be created for the segments in this table."),(0,o.kt)("h2",{id:"viewing-indexes"},"Viewing Indexes"),(0,o.kt)("p",null,"Now, close the table config modal, and under the segments section, open airlineStats","_","OFFLINE","_","16071","_","16071","_","0 and airlineStats","_","OFFLINE","_","16073","_","16073","_","0 in new tabs."),(0,o.kt)("p",null,"If you look at one of those segments, you\u2019ll see the following grid that lists columns/field names against the indexes defined on those fields."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667915996-image7.png",alt:"Segment grid that lists columns/field names against the indexes defined on those fields",title:"Segment grid that lists columns/field names against the indexes defined on those fields"})),(0,o.kt)("p",null,"All the fields on display are persisting their values using the dictionary/forward ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/indexing/forward-index"},"index format")," ). Still, we can also see that the Quarter column is sorted and has an inverted index, neither of which we explicitly defined."),(0,o.kt)("p",null,"This is because Pinot will automatically create sorted and inverted indexes for columns whose data is sorted when the segment is created.\xa0"),(0,o.kt)("p",null,"So the data for the Quarter column was sorted, and hence it has a sorted index."),(0,o.kt)("p",null,"I\u2019ve written a couple of blog posts explaining how sorted indexes work on offline and real-time tables:"),(0,o.kt)("h2",{id:"adding-an-index"},"Adding an Index"),(0,o.kt)("p",null,"Next, let\u2019s see what happens if we add an explicit index. We\u2019re going to add an inverted index to the FlightNum column. Go to Edit Table config again and update tableIndexConfig to have the following value:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667916147-image6.png",alt:"Inverted index addition",title:"Inverted index addition"})),(0,o.kt)("p",null,"If you go back to the page for segment airlineStats","_","OFFLINE","_","16073","_","16073","_","0, notice that it does not have an inverted index for this field."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667916232-image2.png",alt:"page for segment airlineStats_OFFLINE_16073_16073_0 without an inverted index",title:"page for segment airlineStats_OFFLINE_16073_16073_0 without an inverted index"})),(0,o.kt)("p",null,"This is because indexes are applied on a per segment basis. If we want the inverted index on the FlightNum column in this segment, we can click ",(0,o.kt)("em",{parentName:"p"},"Reload Segment")," on this page, or we can go back to the table page and click ",(0,o.kt)("em",{parentName:"p"},"Reload All Segments"),".\xa0"),(0,o.kt)("p",null,"If we do that, all the segments in the airlineStats","_","OFFLINE table will eventually have an inverted index on FlightNum."),(0,o.kt)("h2",{id:"summary"},"Summary"),(0,o.kt)("p",null,"As I mentioned in the introduction, information about the indexes on each segment has always been available via the REST API, but this feature democratizes that information.\xa0"),(0,o.kt)("p",null,"If you have any questions about this feature, feel free to join us on ",(0,o.kt)("a",{parentName:"p",href:"https://stree.ai/slack"},"Slack"),", where we\u2019ll be happy to help you out."))}h.isMDXComponent=!0}}]);
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This is the second in a series of blog posts showing off some of the new features in this release."),(0,i.kt)("p",null,"In this post, we\u2019re going to explore the ",(0,i.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/data-import/from-query-console"},"INSERT INTO clause"),", which makes ingesting batch data into Pinot as easy as writing a SQL query."),(0,i.kt)("h2",{id:"batch-importing-the-job-specification"},"Batch importing: The Job Specification"),(0,i.kt)("p",null,"The power of this new clause is only fully appreciated if we look at what we had to do before it existed.\xa0"),(0,i.kt)("p",null,"In the ",(0,i.kt)("a",{parentName:"p",href:"https://www.youtube.com/watch?v=1EMBx1XeI9o"},"Batch Import JSON from Amazon S3 into Apache Pinot | StarTree Recipes")," video (and ",(0,i.kt)("a",{parentName:"p",href:"https://dev.startree.ai/docs/pinot/recipes/ingest-csv-files-from-s3"},"accompanying developer guide"),"), we showed how to ingest data into Pinot from an S3 bucket."),(0,i.kt)("p",null,"The contents of that bucket are shown in the screenshot below:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1668701275-image4.png",alt:"Sample data ingested into Apache Pinot from a S3 bucket",title:"Sample data ingested into Apache Pinot from a S3 bucket"})),(0,i.kt)("p",null,"Let\u2019s quickly recap the steps that we had to do to import those files into Pinot. We have a table called events, which has the following schema:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1668701353-image1.png",alt:"Events schema table",title:"Events schema table"})),(0,i.kt)("p",null,"We first created a job specification file, which contains a description of our import job. The job file is shown below:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-yaml"},"executionFrameworkSpec:\n name: 'standalone'\n segmentGenerationJobRunnerClassName: 'org.apache.pinot.plugin.ingestion.batch.standalone.SegmentGenerationJobRunner'\n segmentTarPushJobRunnerClassName: 'org.apache.pinot.plugin.ingestion.batch.standalone.SegmentTarPushJobRunner'\n segmentUriPushJobRunnerClassName: 'org.apache.pinot.plugin.ingestion.batch.standalone.SegmentUriPushJobRunner'\njobType: SegmentCreationAndTarPush\ninputDirURI: 's3://marks-st-cloud-bucket/events/'\nincludeFileNamePattern: 'glob:**/*.json'\noutputDirURI: '/data'\noverwriteOutput: true\npinotFSSpecs:\n - scheme: s3\n className: org.apache.pinot.plugin.filesystem.S3PinotFS\n configs:\n region: 'eu-west-2'\n - scheme: file\n className: org.apache.pinot.spi.filesystem.LocalPinotFS\nrecordReaderSpec:\n dataFormat: 'json'\n className: 'org.apache.pinot.plugin.inputformat.json.JSONRecordReader'\ntableSpec:\n tableName: 'events'\npinotClusterSpecs:\n - controllerURI: 'http://${PINOT_CONTROLLER}:9000'\n")),(0,i.kt)("p",null,"At a high level, this file describes a batch import job that will ingest files from the S3 bucket at s3://marks-st-cloud-bucket/events/ where the files match the glob:","*","*","/","*",".json pattern."),(0,i.kt)("p",null,"We can import the data by running the following command from the terminal:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n --network ingest-json-files-s3 \\\n -v $PWD/config:/config \\\n -e AWS_ACCESS_KEY_ID=AKIARCOCT6DWLUB7F77Z \\\n -e AWS_SECRET_ACCESS_KEY=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 \\\n apachepinot/pinot:0.11.0 LaunchDataIngestionJob \\\n -jobSpecFile /config/job-spec.yml \\\n -values PINOT_CONTROLLER=pinot-controller\n")),(0,i.kt)("p",null,"And don\u2019t worry, those credentials have already been deleted; I find it easier to understand what values go where if we use real values.\xa0"),(0,i.kt)("p",null,"Once we\u2019ve run this command, if we go to the Pinot UI\xa0at ",(0,i.kt)("a",{parentName:"p",href:"http://localhost:9000/"},"http://localhost:9000")," and click through to the events table from the Query Console menu, we\u2019ll see that the records have been imported, as shown in the screenshot below:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1668701512-image3.png",alt:"Sample imported records shown in the Apache Pinot Query Console menu",title:"Sample imported records shown in the Apache Pinot Query Console menu"})),(0,i.kt)("p",null,"This approach works, and we may still prefer to use it when we need fine-grained control over the ingestion parameters, but it is a bit heavyweight for your everyday data import!"),(0,i.kt)("h2",{id:"batch-importing-with-sql"},"Batch Importing with SQL"),(0,i.kt)("p",null,"Now let\u2019s do the same thing in SQL."),(0,i.kt)("p",null,"There are some prerequisites to using the SQL approach, so let\u2019s go through those now, so you don\u2019t end up with a bunch of exceptions when you try this out!\xa0"),(0,i.kt)("p",null,"First of all, you must have a ",(0,i.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/components/minion"},"Minion")," in the Pinot cluster, as this is the component that will do the data import."),(0,i.kt)("p",null,"You\u2019ll also need to include the following in your table config:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-json"},'"task": {\n "taskTypeConfigsMap": { "SegmentGenerationAndPushTask": {} }\n}\n')),(0,i.kt)("p",null,"As long as you\u2019ve done those two things, we\u2019re ready to write our import query! A query that imports JSON files from my S3 bucket is shown below:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-sql"},"INSERT INTO events\nFROM FILE 's3://marks-st-cloud-bucket/events/'\nOPTION(\n taskName=events-task,\n includeFileNamePattern=glob:**/*.json,\n input.fs.className=org.apache.pinot.plugin.filesystem.S3PinotFS,\n input.fs.prop.accessKey=AKIARCOCT6DWLUB7F77Z,\n input.fs.prop.secretKey=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,\n input.fs.prop.region=eu-west-2\n);\n")),(0,i.kt)("p",null,"If we run this query, we\u2019ll see the following output:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1668701654-image5.png",alt:"Sample events_OFFLINE query result",title:"Sample events_OFFLINE query result"})),(0,i.kt)("p",null,"We can check on the state of the ingestion job via the Swagger REST API. If we navigate to ",(0,i.kt)("a",{parentName:"p",href:"http://localhost:9000/help#/Task/getTaskState"},"http://localhost:9000/help#/Task/getTaskState"),", paste Task","_","SegmentGenerationAndPushTask","_","events-task as our task name, and then click Execute, we\u2019ll see the following:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1668701727-image2.png",alt:"Checking the state of an ingestion job screen",title:"Checking the state of an ingestion job screen"})),(0,i.kt)("p",null,"If we see the state COMPLETED, this means the data has been ingested, which we can check by going back to the Query console and clicking on the events table."),(0,i.kt)("h2",{id:"summary"},"Summary"),(0,i.kt)("p",null,"I have to say that batch ingestion of data into Apache Pinot has always felt a bit clunky, but with this new clause, it\u2019s super easy, and it\u2019s gonna save us all a bunch of time."),(0,i.kt)("p",null,"Also, anything that means I\u2019m not writing YAML files has got to be a good thing!"),(0,i.kt)("p",null,"So give it a try and let us know how you get on. If you have any questions about this feature, feel free to join us on ",(0,i.kt)("a",{parentName:"p",href:"https://stree.ai/slack"},"Slack"),", where we\u2019ll be happy to help you out."))}m.isMDXComponent=!0}}]);
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Unfortunately, this approach results in scanning data and time value conversion work that takes a long time at large data volumes. The timestamp index solves that problem!",keywords:["Apache Pinot","Apache Pinot 0.11.0","Timestamp Index","datetrunc"],tags:["Pinot","Data","Analytics","User-Facing Analytics","Timestamp","datetrunc"]},s=void 0,c={permalink:"/blog/2022/11/22/Apache-Pinot-Timestamp-Indexes",editUrl:"https://github.com/apache/pinot-site/edit/dev/website/blog/2022-11-22-Apache-Pinot-Timestamp-Indexes.md",source:"@site/blog/2022-11-22-Apache-Pinot-Timestamp-Indexes.md",title:"Apache Pinot\u2122 0.11 - Timestamp Indexes",description:"Users write queries that use the datetrunc function to filter at a coarser grain of functionality. Unfortunately, this approach results in scanning data and time value conversion work that takes a long time at large data volumes. The timestamp index solves that problem!",date:"2022-11-22T00:00:00.000Z",formattedDate:"November 22, 2022",tags:[{label:"Pinot",permalink:"/blog/tags/pinot"},{label:"Data",permalink:"/blog/tags/data"},{label:"Analytics",permalink:"/blog/tags/analytics"},{label:"User-Facing Analytics",permalink:"/blog/tags/user-facing-analytics"},{label:"Timestamp",permalink:"/blog/tags/timestamp"},{label:"datetrunc",permalink:"/blog/tags/datetrunc"}],readingTime:7.725,truncated:!1,prevItem:{title:"Apache Pinot\u2122 0.11 - Pausing Real-Time Ingestion",permalink:"/blog/2022/11/28/Apache-Pinot-Pausing-Real-Time-Ingestion"},nextItem:{title:"Apache Pinot\u2122 0.11 - Inserts from SQL",permalink:"/blog/2022/11/17/Apache Pinot-Inserts-from-SQL"}},m=[{value:"Spinning up Pinot",id:"spinning-up-pinot",children:[]},{value:"Importing Chicago Crime Dataset",id:"importing-chicago-crime-dataset",children:[]},{value:"Querying crimes by date",id:"querying-crimes-by-date",children:[]},{value:"Adding the timestamp index",id:"adding-the-timestamp-index",children:[]},{value:"What does a timestamp index do?",id:"what-does-a-timestamp-index-do",children:[]},{value:"Re-running the query",id:"re-running-the-query",children:[]},{value:"Summary",id:"summary",children:[]}],p={toc:m},u="wrapper";function d(e){var t=e.components,a=(0,i.Z)(e,r);return(0,o.kt)(u,(0,n.Z)({},p,a,{components:t,mdxType:"MDXLayout"}),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"https://youtu.be/DetGpHZuzDU?si=f0ejecqPBbBK21z-"},(0,o.kt)("img",{parentName:"a",src:"https://i3.ytimg.com/vi/DetGpHZuzDU/maxresdefault.jpg",alt:"Watch the video"}))),(0,o.kt)("p",null,"The recent Apache ",(0,o.kt)("a",{parentName:"p",href:"https://medium.com/apache-pinot-developer-blog/apache-pinot-0-11-released-d564684df5d4"},"Pinot\u2122 0.11.0")," release has lots of goodies for you to play with. This is the third in a series of blog posts showing off some of the new features in this release."),(0,o.kt)("p",null,"Pinot introduced the TIMESTAMP data type in the 0.8 release, which stores the time in millisecond epoch long format internally. The community feedback has been that the queries they\u2019re running against timestamp columns don\u2019t need this low-level granularity.\xa0"),(0,o.kt)("p",null,"Instead, users write queries that use the datetrunc function to filter at a coarser grain of functionality. Unfortunately, this approach results in scanning data and time value conversion work that takes a long time at large data volumes."),(0,o.kt)("p",null,"The ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/indexing/timestamp-index"},"timestamp index")," solves that problem! In this blog post, we\u2019ll use it to get an almost 5x query speed improvement on a relatively small dataset of only 7m rows."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1669133004-image1.png",alt:"Time in milliseconds with and without timestamp indexes bar chart",title:"Time in milliseconds with and without timestamp indexes bar chart"})),(0,o.kt)("h2",{id:"spinning-up-pinot"},"Spinning up Pinot"),(0,o.kt)("p",null,"We\u2019re going to be using the Pinot Docker container, but first, we\u2019re going to create a network, as we\u2019ll need that later on:"),(0,o.kt)("p",null,"docker network create timestamp","_","blog"),(0,o.kt)("p",null,"We\u2019re going to spin up the empty ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/getting-started/quick-start"},"QuickStart")," in a container named pinot-timestamp-blog:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n --name pinot-timestamp-blog \\\n --network timestamp_blog \\\n apachepinot/pinot:0.11.0 \\\n QuickStart -type EMPTY\n")),(0,o.kt)("p",null,"Or if you\u2019re on a Mac M1, change the name of the image to have the arm-64 suffix, like this:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n --network timestamp_blog \\\n --name pinot-timestamp-blog \\\n apachepinot/pinot:0.11.0-arm64 \\\n QuickStart -type EMPTY\n")),(0,o.kt)("p",null,"Once that\u2019s up and running, we\u2019ll be able to access the Pinot Data Explorer at ",(0,o.kt)("a",{parentName:"p",href:"http://localhost:9000/"},"http://localhost:9000"),", but at the moment, we don\u2019t have any data to play with."),(0,o.kt)("h2",{id:"importing-chicago-crime-dataset"},"Importing Chicago Crime Dataset"),(0,o.kt)("p",null,"The ",(0,o.kt)("a",{parentName:"p",href:"https://startree.ai/blog/analyzing-chicago-crimes-with-apache-pinot-and-streamlit"},"Chicago Crime dataset")," is a small to medium-sized dataset with 7 million records representing reported crimes in the City of Chicago from 2001 until today."),(0,o.kt)("p",null,"It contains details of the type of crime, where it was committed, whether an arrest was recorded, which beat it occurred on, and more."),(0,o.kt)("p",null,"Each of the crimes has an associated timestamp, which makes it a good dataset to demonstrate timestamp indexes."),(0,o.kt)("p",null,"You can find the code used in this blog post in the ",(0,o.kt)("a",{parentName:"p",href:"https://github.com/startreedata/pinot-recipes/tree/main/recipes/analyzing-chicago-crimes"},"Analyzing Chicago Crimes")," recipe section of ",(0,o.kt)("a",{parentName:"p",href:"https://github.com/startreedata/pinot-recipes"},"Pinot Recipes GitHub repository"),". From here on, I\u2019m assuming that you\u2019ve downloaded this repository and are in the recipes/analyzing-chicago-crimes directory."),(0,o.kt)("p",null,"We\u2019re going to create a schema and table named crimes by running the following command:\xa0\xa0"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n --network timestamp_blog \\\n -v $PWD/config:/config \\\n apachepinot/pinot:0.11.0-arm64 AddTable \\\n -schemaFile /config/schema.json \\\n -tableConfigFile /config/table.json \\\n -controllerHost pinot-timestamp-blog \\\n -exec \n\n")),(0,o.kt)("p",null,"We should see the following output:\xa0"),(0,o.kt)("p",null,"2022/11/03 13:07:57.169 INFO ","[","AddTableCommand","]"," ","[","main","]",' {"unrecognizedProperties":{},"status":"TableConfigs crimes successfully added"}'),(0,o.kt)("p",null,"A screenshot of the schema is shown below:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1669132979-image3.png",alt:"Chicago crime dataset table schema",title:"Chicago crime dataset table schema"})),(0,o.kt)("p",null,"We won\u2019t go through the table config and schema files in this blog post because we did that in the last post, but you can find them in the ",(0,o.kt)("a",{parentName:"p",href:"https://github.com/startreedata/pinot-recipes/tree/main/recipes/analyzing-chicago-crimes/config"},"config")," directory on GitHub.\xa0"),(0,o.kt)("p",null,"Now, let\u2019s import the dataset.\xa0"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n --network timestamp_blog \\\n -v $PWD/config:/config \\\n -v $PWD/data:/data \\\n apachepinot/pinot:0.11.0-arm64 LaunchDataIngestionJob \\\n -jobSpecFile /config/job-spec.yml \\\n -values controllerHost=pinot-timestamp-blog \n")),(0,o.kt)("p",null,"It will take a few minutes to load, but once that command has finished, we\u2019re ready to query the crimes table."),(0,o.kt)("h2",{id:"querying-crimes-by-date"},"Querying crimes by date"),(0,o.kt)("p",null,"The following query finds the number of crimes that happened after 16th January 2017, grouped by week of the year, with the most crime-filled weeks shown first:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-sql"},"select datetrunc('WEEK', DateEpoch) as tsWeek, count(*) \nfrom crimes \nWHERE tsWeek > fromDateTime('2017-01-16', 'yyyy-MM-dd') \ngroup by tsWeek\norder by count(*) DESC\nlimit 10\n")),(0,o.kt)("p",null,"If we run that query, we\u2019ll see the following results:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1669133027-image6.png",alt:"Chicago crime dataset query result",title:"Chicago crime dataset query result"})),(0,o.kt)("p",null,"And, if we look above the query result, there\u2019s metadata about the query, including the time that it took to run."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1669133059-image5.png",alt:"Chicago crime dataset metadata about the query, including the time that it took to run",title:"Chicago crime dataset metadata about the query, including the time that it took to run"})),(0,o.kt)("p",null,"The query took 141 ms to execute, so that\u2019s our baseline."),(0,o.kt)("h2",{id:"adding-the-timestamp-index"},"Adding the timestamp index"),(0,o.kt)("p",null,"We could add a timestamp index directly to this table and then compare query performance, but to make it easier to do comparisons, we\u2019re going to create an identical table with the timestamp index applied.\xa0"),(0,o.kt)("p",null,"The full table config is available in the ",(0,o.kt)("a",{parentName:"p",href:"https://github.com/startreedata/pinot-recipes/blob/main/recipes/analyzing-chicago-crimes/config/table-index.json"},"config/table-index.json")," file, and the main change is that we\u2019ve added the following section to add a timestamp index on the DateEpoch column:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-json"},'"fieldConfigList": [\n {\n "name": "DateEpoch",\n "encodingType": "DICTIONARY",\n "indexTypes": ["TIMESTAMP"],\n "timestampConfig": {\n "granularities": [\n "DAY",\n "WEEK",\n "MONTH"\n ]\n }\n }\n],\n')),(0,o.kt)("p",null,(0,o.kt)("em",{parentName:"p"},"encodingType")," will always be \u2018DICTIONARY\u2019 and ",(0,o.kt)("em",{parentName:"p"},"indexTypes")," must contain \u2018TIMESTAMP\u2019. We should specify granularities based on our query patterns."),(0,o.kt)("p",null,"As a rule of thumb, work out which values you most commonly pass as the first argument to the ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/configuration-reference/functions/datetrunc"},"datetrunc function")," in your queries and include those values."),(0,o.kt)("p",null,"The full list of valid granularities is: ",(0,o.kt)("em",{parentName:"p"},"millisecond"),", ",(0,o.kt)("em",{parentName:"p"},"second"),", ",(0,o.kt)("em",{parentName:"p"},"minute"),", ",(0,o.kt)("em",{parentName:"p"},"hour"),", ",(0,o.kt)("em",{parentName:"p"},"day"),", ",(0,o.kt)("em",{parentName:"p"},"week"),", ",(0,o.kt)("em",{parentName:"p"},"month"),", ",(0,o.kt)("em",{parentName:"p"},"quarter"),", and ",(0,o.kt)("em",{parentName:"p"},"year"),"."),(0,o.kt)("p",null,"Our new table is called crimes","_","indexed, and we\u2019re also going to create a new schema with all the same columns called crimes","_","indexed, as Pinot requires the table and schema names to match."),(0,o.kt)("p",null,"We can create the schema and table by running the following command:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n --network timestamp_blog \\\n -v $PWD/config:/config \\\n apachepinot/pinot:0.11.0-arm64 AddTable \\\n -schemaFile /config/schema-index.json \\\n -tableConfigFile /config/table-index.json \\\n -controllerHost pinot-timestamp-blog \\\n -exec \n")),(0,o.kt)("p",null,"We\u2019ll populate that table by copying the segment that we created earlier for the crimes table.\xa0"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n --network timestamp_blog \\\n -v $PWD/config:/config \\\n -v $PWD/data:/data \\\n apachepinot/pinot:0.11.0-arm64 LaunchDataIngestionJob \\\n -jobSpecFile /config/job-spec-download.yml \\\n -values controllerHost=pinot-timestamp-blog \n")),(0,o.kt)("p",null,"If you\u2019re curious how that job spec works, I ",(0,o.kt)("a",{parentName:"p",href:"https://www.markhneedham.com/blog/2021/12/06/apache-pinot-copy-segment-new-table/"},"wrote a blog post explaining it in a bit more detail"),"."),(0,o.kt)("p",null,"Once the Pinot Server has downloaded this segment, it will apply the timestamp index to the DateEpoch column.\xa0"),(0,o.kt)("p",null,"For the curious, we can see this happening in the log files by connecting to the Pinot container and running the following grep command:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},'\u200b\u200bdocker exec -iti pinot-timestamp-blog \\\n grep -rni -A10 "Successfully downloaded segment:.*crimes_indexed_OFFLINE.*" \\ \n logs/pinot-all.log\n')),(0,o.kt)("p",null,"We\u2019ll see something like the following (tidied up for brevity):"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-log"},"[BaseTableDataManager] Successfully downloaded segment: crimes_OFFLINE_0 of table: crimes_indexed_OFFLINE to index dir: /tmp/1667490598253/quickstart/PinotServerDataDir0/crimes_indexed_OFFLINE/crimes_OFFLINE_0\n[V3DefaultColumnHandler] Starting default column action: ADD_DATE_TIME on column: $DateEpoch$DAY\n[SegmentDictionaryCreator] Created dictionary for LONG column: $DateEpoch$DAY with cardinality: 7969, range: 978307200000 to 1666742400000\n[V3DefaultColumnHandler] Starting default column action: ADD_DATE_TIME on column: $DateEpoch$WEEK\n[SegmentDictionaryCreator] Created dictionary for LONG column: $DateEpoch$WEEK with cardinality: 1139, range: 978307200000 to 1666569600000\n[V3DefaultColumnHandler] Starting default column action: ADD_DATE_TIME on column: $DateEpoch$MONTH\n[SegmentDictionaryCreator] Created dictionary for LONG column: $DateEpoch$MONTH with cardinality: 262, range: 978307200000 to 1664582400000\n[RangeIndexHandler] Creating new range index for segment: crimes_OFFLINE_0, column: $DateEpoch$DAY\n[RangeIndexHandler] Created range index for segment: crimes_OFFLINE_0, column: $DateEpoch$DAY\n[RangeIndexHandler] Creating new range index for segment: crimes_OFFLINE_0, column: $DateEpoch$WEEK\n[RangeIndexHandler] Created range index for segment: crimes_OFFLINE_0, column: $DateEpoch$WEEK\n\n")),(0,o.kt)("h2",{id:"what-does-a-timestamp-index-do"},"What does a timestamp index do?"),(0,o.kt)("p",null,"So, the timestamp index has now been created, but what does it actually do?"),(0,o.kt)("p",null,"When we add a timestamp index on a column, Pinot creates a derived column for each granularity and adds a range index for each new column."),(0,o.kt)("p",null,"In our case, that means we\u2019ll have these extra columns: $DateEpoch$DAY, $DateEpoch$WEEK, and $DateEpoch$MONTH.\xa0"),(0,o.kt)("p",null,"We can check if the extra columns and indexes have been added by navigating to the ",(0,o.kt)("a",{parentName:"p",href:"http://localhost:9000/#/tenants/table/crimes_indexed_OFFLINE/crimes_OFFLINE_0"},"segment page")," and typing $Date$Epoch in the search box.\xa0 You should see the following:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1669133112-image2.png",alt:"Apache Pinot timestamp index on a column",title:"Apache Pinot timestamp index on a column"})),(0,o.kt)("p",null,"These columns will be assigned the following values:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"$DateEpoch$DAY = dateTrunc(\u2018DAY\u2019, DateEpoch)"),(0,o.kt)("li",{parentName:"ul"},"$DateEpoch$WEEK = dateTrunc(\u2018WEEK\u2019, DateEpoch)"),(0,o.kt)("li",{parentName:"ul"},"$DateEpoch$MONTH = dateTrunc(\u2018MONTH\u2019, DateEpoch)")),(0,o.kt)("p",null,"Pinot will also rewrite any queries that use the dateTrunc function with DAY, WEEK, or MONTH and the DateEpoch field to use those new columns."),(0,o.kt)("p",null,"This means that this query:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-sql"},"select datetrunc('WEEK', DateEpoch) as tsWeek, count(*) \nfrom crimes_indexed\nGROUP BY tsWeek\nlimit 10\n")),(0,o.kt)("p",null,"Would be rewritten as:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-sql"},"select $DateEpoch$WEEK as tsWeek, count(*) \nfrom crimes_indexed\nGROUP BY tsWeek\nlimit 10\n")),(0,o.kt)("p",null,"And our query:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-sql"},"select datetrunc('WEEK', DateEpoch) as tsWeek, count(*) \nfrom crimes \nWHERE tsWeek > fromDateTime('2017-01-16', 'yyyy-MM-dd') \ngroup by tsWeek\norder by count(*) DESC\nlimit 10\n")),(0,o.kt)("p",null,"Would be rewritten as:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-sql"},"select $DateEpoch$WEEK as tsWeek, count(*) \nfrom crimes \nWHERE tsWeek > fromDateTime('2017-01-16', 'yyyy-MM-dd') \ngroup by tsWeek\norder by count(*) DESC\nlimit 10\n")),(0,o.kt)("h2",{id:"re-running-the-query"},"Re-running the query"),(0,o.kt)("p",null,"Let\u2019s now run our initial query against the ",(0,o.kt)("em",{parentName:"p"},"crimes","_","indexed")," table. We\u2019ll get exactly the same results as before, but let\u2019s take a look at the query stats:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1669133083-image4.png",alt:"Chicago crime dataset updated query stats",title:"Chicago crime dataset updated query stats"})),(0,o.kt)("p",null,"This time the query takes 36 milliseconds rather than 140 milliseconds. That\u2019s an almost 5x improvement, thanks to the timestamp index."),(0,o.kt)("h2",{id:"summary"},"Summary"),(0,o.kt)("p",null,"Hopefully, you\u2019ll agree that timestamp indexes are pretty cool, and achieving a 5x query improvement without much work is always welcome!"),(0,o.kt)("p",null,"If you\u2019re using timestamps in your Pinot tables, be sure to try out this index and let us know how it goes on the ",(0,o.kt)("a",{parentName:"p",href:"https://stree.ai/slack"},"StarTree Community Slack")," . We\u2019re always happy to help out with any questions or problems you encounter."))}d.isMDXComponent=!0}}]);
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The next article in the series will cover consuming event streaming data with Apache Pinot and Apache Kafka.",keywords:["Apache Pinot","getting started with Pinot","DataExplorer","streaming data","Apache Kafka"],tags:["Pinot","Data","Analytics","User-Facing Analytics","data explorer","getting started","streaming","kafka"]},s=void 0,p={permalink:"/blog/2023/05/18/apache-pinot-tutorial-for-getting-started-a-step-by-step-guide",editUrl:"https://github.com/apache/pinot-site/edit/dev/website/blog/2023-05-18-apache-pinot-tutorial-for-getting-started-a-step-by-step-guide.md",source:"@site/blog/2023-05-18-apache-pinot-tutorial-for-getting-started-a-step-by-step-guide.md",title:"Apache Pinot Tutorial for Getting Started - A Step-by-Step Guide",description:"This blog post is a guide to getting started with Apache Pinot, including installing and running the necessary components of a Pinot cluster. It also explains how to set up schemas, tables, and load data into Pinot, as well as how to run queries using the Pinot Data Explorer. The next article in the series will cover consuming event streaming data with Apache Pinot and Apache Kafka.",date:"2023-05-18T00:00:00.000Z",formattedDate:"May 18, 2023",tags:[{label:"Pinot",permalink:"/blog/tags/pinot"},{label:"Data",permalink:"/blog/tags/data"},{label:"Analytics",permalink:"/blog/tags/analytics"},{label:"User-Facing Analytics",permalink:"/blog/tags/user-facing-analytics"},{label:"data explorer",permalink:"/blog/tags/data-explorer"},{label:"getting started",permalink:"/blog/tags/getting-started"},{label:"streaming",permalink:"/blog/tags/streaming"},{label:"kafka",permalink:"/blog/tags/kafka"}],readingTime:7.91,truncated:!1,prevItem:{title:"Change Data Capture with Apache Pinot - How Does It Work?",permalink:"/blog/2023/05/23/change-data-capture-with-apache-pinot-how-does-it-work"},nextItem:{title:"StarTree Indexes in Apache Pinot Part-1 - Understanding the Impact on Query Performance",permalink:"/blog/2023/05/16/star-tree-indexes-in-apache-pinot-part-1-understanding-the-impact-on-query-performance"}},c=[{value:"The Obligatory What is Apache Pinot and StarTree Section",id:"the-obligatory-what-is-apache-pinot-and-startree-section",children:[]},{value:"What do you need to run Apache Pinot?",id:"what-do-you-need-to-run-apache-pinot",children:[]},{value:"Step-by-step installation of Apache Pinot",id:"step-by-step-installation-of-apache-pinot",children:[{value:"Step 1:\xa0",id:"step-1",children:[]},{value:"Step 2:",id:"step-2",children:[]},{value:"Step 3:",id:"step-3",children:[]},{value:"Step 4:",id:"step-4",children:[]},{value:"Step 5:",id:"step-5",children:[]}]},{value:"What\u2019s under the hood?",id:"whats-under-the-hood",children:[]},{value:"Conclusion",id:"conclusion",children:[]}],h={toc:c},u="wrapper";function d(e){var t=e.components,a=(0,o.Z)(e,l);return(0,i.kt)(u,(0,n.Z)({},h,a,{components:t,mdxType:"MDXLayout"}),(0,i.kt)("p",null,"How do you get started with ",(0,i.kt)("a",{parentName:"p",href:"https://startree.ai/resources/what-is-apache-pinot"},"Apache Pinot\u2122"),"? Good question! To save you the hassle of trying to tackle this on your own, here\u2019s a handy guide that overviews all of the components that make up Pinot and how to set Pinot up."),(0,i.kt)("h2",{id:"the-obligatory-what-is-apache-pinot-and-startree-section"},"The Obligatory What is Apache Pinot and StarTree Section"),(0,i.kt)("p",null,(0,i.kt)("a",{parentName:"p",href:"https://startree.ai/what-is-apache-pinot"},"Pinot")," is an open source, free-to-use, real-time, and distributed OLAP datastore, purpose built to provide ultra low-latency analytics at extremely high throughput."),(0,i.kt)("p",null,"StarTree offers a fully managed version of the Apache Pinot ",(0,i.kt)("a",{parentName:"p",href:"https://startree.ai/resources/what-is-real-time-analytics"},"real-time analytics")," system and other tools around it, such as a real-time anomaly detection and root cause analysis tool, which you can ",(0,i.kt)("a",{parentName:"p",href:"https://startree.ai/saas-signup"},"try for free"),"."),(0,i.kt)("h2",{id:"what-do-you-need-to-run-apache-pinot"},"What do you need to run Apache Pinot?"),(0,i.kt)("p",null,"The Docker image that we will use runs multiple services. To accommodate this, we recommend at a minimum the following resources in order to run the sample:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"CPUs: four or more"),(0,i.kt)("li",{parentName:"ul"},"Memory: 8 GB or more"),(0,i.kt)("li",{parentName:"ul"},"Swap: 2 GB or more"),(0,i.kt)("li",{parentName:"ul"},"Disk space: 10 GB or more")),(0,i.kt)("p",null,"Note: When importing custom data or event streaming, you may need more resources. Additionally, note that if not set, Docker will use resources from the host environment as needed and available."),(0,i.kt)("h2",{id:"step-by-step-installation-of-apache-pinot"},"Step-by-step installation of Apache Pinot"),(0,i.kt)("p",null,"For this intro tutorial, we will use Docker. Alternatively, you can run Pinot locally if you wish.\xa0"),(0,i.kt)("p",null,"The instructions use a Windows 11 computer, but they will work on Macs as well. Also note that I am using VS Code with the Docker extension installed."),(0,i.kt)("h3",{id:"step-1"},"Step 1:\xa0"),(0,i.kt)("p",null,"Make sure you have ",(0,i.kt)("a",{parentName:"p",href:"https://docs.docker.com/get-docker/"},"Docker installed")," on your machine."),(0,i.kt)("p",null,(0,i.kt)("em",{parentName:"p"},"Docker is a set of platform as a service (PaaS) products that use OS-level virtualization to deliver software in packages called containers.")),(0,i.kt)("h3",{id:"step-2"},"Step 2:"),(0,i.kt)("p",null,"Now, let\u2019s download the Docker image. On a Windows machine, start a new PowerShell command window. Note that this is not the same as a Windows PowerShell command window, as shown below.\xa0"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684419409-image7.png",alt:"Download Docker image on Windows with PowerShell command window",title:"Download Docker image on Windows with PowerShell command window"})),(0,i.kt)("p",null,"Use the following command to get (pull) the image we are looking for:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"docker pull apachepinot/pinot:0.12.0\n")),(0,i.kt)("p",null,"You can also download the latest version like so:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"docker pull apachepinot/pinot:latest\n")),(0,i.kt)("p",null,"Here, apachepinot is the name of the repository in Docker Hub, pinot is the name of the image, and :latest or :0.12.0 is the version for the image.\xa0 Note that we will be using the 0.12.0 version for this blog post."),(0,i.kt)("p",null,(0,i.kt)("em",{parentName:"p"},"Docker Hub is the world\u2019s largest repository of container images in the world."),"\xa0"),(0,i.kt)("p",null,"You can verify the image was downloaded or pulled by running the following command:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"docker images\n")),(0,i.kt)("p",null,"It should show you the image like so:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684420004-image3.png",alt:"Docker images command",title:"Docker images command"})),(0,i.kt)("h3",{id:"step-3"},"Step 3:"),(0,i.kt)("p",null,"Let\u2019s run a container using the Docker image that we downloaded:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"docker run -it --entrypoint /bin/bash -p 9000:9000 apachepinot/pinot:0.12.0\n")),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684420103-image4.png",alt:"Running a container with downloaded Docker image",title:"Running a container with downloaded Docker image"})),(0,i.kt)("p",null,"The docker run command runs the image. The ","-","p 9000:00 option maps the docker container port 9000 to the local machine port 9000. This allows us to access the Pinot UI, which defaults to port 9000 to be accessible from the localhost. We are using the \u2013entrypoint to override the default entrypoint and replace it with Bash. We want to override the default behavior so that we can start each component one at a time. The next parameter apachepinot/pinot:0.12.0 is the Docker image we pulled above."),(0,i.kt)("p",null,"After running the command, we\u2019ll find ourselves in the Docker container instance running Bash shell. We can use ls to list the contents of the Docker container as shown above."),(0,i.kt)("p",null,"If you\u2019re using VS Code, with the Docker extension installed, you can click on the Docker extension and see our container and its content:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684421493-image11.png",alt:"VS Code Docker extension open to see container and content",title:"VS Code Docker extension open to see container and content"})),(0,i.kt)("p",null,"Click on the Docker icon in the left menu, and apachepinot/pinot:0.12.0. This should take a few seconds to connect to the running container. Now, you can navigate to the files and see what we have under the opt folder."),(0,i.kt)("h3",{id:"step-4"},"Step 4:"),(0,i.kt)("p",null,"Let\u2019s run the components that are essential to running a Pinot cluster. Change directory to the bin folder and list the contents like so:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684421611-image10.png",alt:"Running components, directory changed to bin folder and contents listed",title:"Running components, directory changed to bin folder and contents listed"})),(0,i.kt)("p",null,"In order to start the Pinot cluster, we will need to run the following essential components:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Apache ZooKeeper\u2122"),(0,i.kt)("li",{parentName:"ul"},"Controller"),(0,i.kt)("li",{parentName:"ul"},"Broker"),(0,i.kt)("li",{parentName:"ul"},"Server")),(0,i.kt)("p",null,"Start ZooKeeper using the following command:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"./pinot-admin.sh StartZookeeper &\n")),(0,i.kt)("p",null,"pinot-admin.sh is a shell script for starting the various components. The & allows us to continue using the Bash shell. ZooKeeper is responsible for the configuration for the Pinot cluster and needs to be started first."),(0,i.kt)("p",null,"We can start the remaining components using these commands one at a time:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"./pinot-admin.sh StartController &\n./pinot-admin.sh StartBroker &\n./pinot-admin.sh StartServer &\n")),(0,i.kt)("p",null,"The controller controls the cluster health and coordinates with ZooKeeper for configuration and status changes. The broker is responsible for query distribution and result collation, sometimes called Scatter-Gather. Servers manage individual table segments and perform the actual read/writes. To get a better understanding of each component, read this ",(0,i.kt)("a",{parentName:"p",href:"https://startree.ai/blog/introduction-to-apache-pinot-a-beginners-guide"},"intro to Apache Pinot"),"."),(0,i.kt)("p",null,"At this time, we should have a running Pinot cluster. We can verify via the Pinot Data Explorer by browsing to localhost:9000. You should see something like this:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684419932-image2.png",alt:"Pinot data explorer",title:"Pinot data explorer"})),(0,i.kt)("p",null,"What just happened?"),(0,i.kt)("p",null,"Let\u2019s dive in."),(0,i.kt)("p",null,"We have started the four essential components of Pinot, however, you will note that there is not yet any data in our fresh new instance."),(0,i.kt)("p",null,"Before we create a table and load data, notice the four navigation menus on the left-hand side. You can look at the cluster status, run queries, inspect ZooKeeper, or launch the Swagger endpoints for the REST API that Pinot supports."),(0,i.kt)("p",null,"On the cluster, we notice that we have the essentials deployed: controller, broker, and server. Currently, there are no tables and no minions\u2014dispatchable components used for task management\u2014exist, though Notice also that multi-tenancy support is available in the cluster manager."),(0,i.kt)("h3",{id:"step-5"},"Step 5:"),(0,i.kt)("p",null,"Now that we have our Apache Pinot cluster ready, let\u2019s load some data. Of course, before we do that, we have to create a schema.\xa0"),(0,i.kt)("p",null,"Let\u2019s navigate to the folder:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"cd /opt/pinot/examples/batch/baseballStats\n")),(0,i.kt)("p",null,"You will notice that there are the following files listed here:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre"},"baseballStats_offline_table_config.json \nbaseballStats_schema.json \ningestionJobSpec.yaml \nsparkIngestionJobSpec.yaml \nrawdata\n")),(0,i.kt)("p",null,"From the names, we can see that there is a schema file, a table config file, an ingestion job, and Apache Spark\u2122 ingestion job files as well as a raw data folder."),(0,i.kt)("p",null,"The content of the schema file contains both metric and dimension like so (abbreviated):"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-json"},'{\n "metricFieldSpecs": [\n {\n "dataType": "INT",\n "name": "playerStint"\n },\n \u2026 \n {\n "dataType": "INT",\n "name": "baseOnBalls"\n },\n ],\n "dimensionFieldSpecs": [\n {\n "dataType": "STRING",\n "name": "playerID"\n },\n \u2026.\n {\n "dataType": "STRING",\n "name": "playerName"\n }\n ],\n "schemaName": "baseballStats"\n}\n')),(0,i.kt)("p",null,"To create a schema and table for the baseball stats file, run the following command from the /app/pinot/bin folder:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"./pinot-admin.sh AddTable -schemaFile /opt/pinot/examples/batch/baseballStats/baseballStats_schema.json -tableConfigFile /opt/pinot/examples/batch/baseballStats/baseballStats_offline_table_config.json -exec\n")),(0,i.kt)("p",null,"You should now see the schema and table created:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684421406-image12.png",alt:"Apache Pinot tables created",title:"Apache Pinot tables created"})),(0,i.kt)("p",null,"Next, we\u2019ll want to load some data into the table that we created. We have some sample data in the folder rawdata that we can use to load. We will need a YAML file to perform the actual ingestion job and can use the following command to import data:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-bash"},"./pinot-admin.sh LaunchDataIngestionJob -jobSpecFile /opt/pinot/examples/batch/baseballStats/ingestionJobSpec.yaml\n\n")),(0,i.kt)("p",null,"If you run into trouble on this step like I did, edit the ingestJobSpec.yaml file using Docker Desktop to change the inputDirURI from relative to absolute path. Then rerun the above command."),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684419802-image1.png",alt:"Editing the .yaml file with Docker Desktop",title:"Editing the .yaml file with Docker Desktop"})),(0,i.kt)("p",null,"You should now be able to see the table has been populated like so:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684421215-image8.png",alt:"Apache Pinot table populated",title:"Apache Pinot table populated"})),(0,i.kt)("p",null,"Now, let\u2019s run some queries. From localhost:9000, select the Query Console in the left-hand menu. Then type in some of these queries:"),(0,i.kt)("pre",null,(0,i.kt)("code",{parentName:"pre",className:"language-sql"},"select * from baseballStats limit 10\nselect sum(runs), playerName from baseballStats group by playerName order by sum(runs) desc\n")),(0,i.kt)("p",null,"You should see results like so:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684421163-image6.png",alt:"Apache Pinot query console",title:"Apache Pinot query console"})),(0,i.kt)("p",null,"And there you have it!"),(0,i.kt)("h2",{id:"whats-under-the-hood"},"What\u2019s under the hood?"),(0,i.kt)("p",null,"If you\u2019re curious to go a step further and see what the segments look like and what the actual data on disk looks like, keep reading! In the Tables section of localhost:9000, you can scroll down to find a segment:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684421358-image9.png",alt:"Apache Pinot data on disk segment",title:"Apache Pinot data on disk segment"})),(0,i.kt)("p",null,"Clicking on this gives the specifics of the segment:"),(0,i.kt)("p",null,(0,i.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1684420155-image5.png",alt:"Segment specifics in Pinot UI",title:"Segment specifics in Pinot UI"})),(0,i.kt)("p",null,"Pinot allows you to easily inspect your segments and tables in one easy-to-use UI. You can find what\u2019s where and keep an eye on size, location, number of documents, etc."),(0,i.kt)("h2",{id:"conclusion"},"Conclusion"),(0,i.kt)("p",null,"Congratulations!"),(0,i.kt)("p",null,"Together, we\u2019ve:"),(0,i.kt)("ul",null,(0,i.kt)("li",{parentName:"ul"},"Installed and ran Apache Pinot components"),(0,i.kt)("li",{parentName:"ul"},"Created a table schema and a table"),(0,i.kt)("li",{parentName:"ul"},"Loaded data in a table"),(0,i.kt)("li",{parentName:"ul"},"Ran a few queries"),(0,i.kt)("li",{parentName:"ul"},"Explored the Pinot UI")),(0,i.kt)("p",null,"In my next article, we\u2019ll consume event streaming data using Apache Pinot and Apache Kafka\xae."),(0,i.kt)("p",null,"In the meantime, run more queries, load more data, and don\u2019t forget to ",(0,i.kt)("a",{parentName:"p",href:"https://communityinviter.com/apps/startreedata/startree-community"},"join the Community Slack")," for support if you get stuck!"))}d.isMDXComponent=!0}}]);
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This is the first in a series of blog posts showing off some of the new features in this release."),(0,o.kt)("p",null,"A common question from the community is: how can you work out which indexes are currently defined on a Pinot table? This information has always been ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/users/api/pinot-rest-admin-interface"},"available via the REST API"),", but sometimes you simply want to see it on the UI and not have to parse your way through a bunch of JSON. Let's see how it works!"),(0,o.kt)("h2",{id:"spinning-up-pinot"},"Spinning up Pinot"),(0,o.kt)("p",null,"We\u2019re going to spin up the Batch ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/getting-started/quick-start"},"QuickStart")," in Docker using the following command:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n apachepinot/pinot:0.11.0 \\\n QuickStart -type BATCH\n")),(0,o.kt)("p",null,"Or if you\u2019re on a Mac M1, change the name of the image to have the arm-64 suffix, like this:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n apachepinot/pinot:0.11.0-arm64 \\\n QuickStart -type BATCH\n")),(0,o.kt)("p",null,"Once that\u2019s up and running, navigate to ",(0,o.kt)("a",{parentName:"p",href:"http://localhost:9000/#/"},"http://localhost:9000/#/")," and click on Tables. Under the tables section click on airlineStats","_","OFFLINE. You should see a page that looks like this:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667915561-image1-edittable.png",alt:"airlineStats_OFFLINE page",title:"airlineStats_OFFLINE page"})),(0,o.kt)("p",null,"Click on Edit Table. This will show a window with the config for this table."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667915654-image3.png",alt:"Window with configuration for airlineStats_OFFLINE table",title:"Window with configuration for airlineStats_OFFLINE table"})),(0,o.kt)("h2",{id:"indexing-config"},"Indexing Config"),(0,o.kt)("p",null,"We\u2019re interested in the tableIndexConfig and fieldConfigList sections. These sections are responsible for defining indexes, which are applied to a table on a per segment basis.\xa0"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"tableIndexConfig is responsible for inverted, JSON, range, Geospatial, and StarTree indexes."),(0,o.kt)("li",{parentName:"ul"},"fieldConfigList is responsible for timestamp and text indexes.")),(0,o.kt)("p",null,"tableIndexConfig is defined below:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-json"},'"tableIndexConfig": {\n "rangeIndexVersion": 2,\n "autoGeneratedInvertedIndex": false,\n "createInvertedIndexDuringSegmentGeneration": false,\n "loadMode": "MMAP",\n "enableDefaultStarTree": false,\n "enableDynamicStarTreeCreation": false,\n "aggregateMetrics": false,\n "nullHandlingEnabled": false,\n "optimizeDictionaryForMetrics": false,\n "noDictionarySizeRatioThreshold": 0\n},\n')),(0,o.kt)("p",null,"From reading this config we learn that no indexes have been explicitly defined."),(0,o.kt)("p",null,"Now for fieldConfigList, which is defined below:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-json"},'"fieldConfigList": [\n {\n "name": "ts",\n "encodingType": "DICTIONARY",\n "indexType": "TIMESTAMP",\n "indexTypes": [\n "TIMESTAMP"\n ],\n "timestampConfig": {\n "granularities": [\n "DAY",\n "WEEK",\n "MONTH"\n ]\n }\n }\n],\n')),(0,o.kt)("p",null,"From reading this config we learn that a timestamp index is being applied to the ",(0,o.kt)("em",{parentName:"p"},"ts")," column. It is applied at DAY, WEEK, and MONTH granularities, which means that the derived columns $ts$DAY, $ts$WEEK, and $ts$MONTH will be created for the segments in this table."),(0,o.kt)("h2",{id:"viewing-indexes"},"Viewing Indexes"),(0,o.kt)("p",null,"Now, close the table config modal, and under the segments section, open airlineStats","_","OFFLINE","_","16071","_","16071","_","0 and airlineStats","_","OFFLINE","_","16073","_","16073","_","0 in new tabs."),(0,o.kt)("p",null,"If you look at one of those segments, you\u2019ll see the following grid that lists columns/field names against the indexes defined on those fields."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667915996-image7.png",alt:"Segment grid that lists columns/field names against the indexes defined on those fields",title:"Segment grid that lists columns/field names against the indexes defined on those fields"})),(0,o.kt)("p",null,"All the fields on display are persisting their values using the dictionary/forward ",(0,o.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/indexing/forward-index"},"index format")," ). Still, we can also see that the Quarter column is sorted and has an inverted index, neither of which we explicitly defined."),(0,o.kt)("p",null,"This is because Pinot will automatically create sorted and inverted indexes for columns whose data is sorted when the segment is created.\xa0"),(0,o.kt)("p",null,"So the data for the Quarter column was sorted, and hence it has a sorted index."),(0,o.kt)("p",null,"I\u2019ve written a couple of blog posts explaining how sorted indexes work on offline and real-time tables:"),(0,o.kt)("h2",{id:"adding-an-index"},"Adding an Index"),(0,o.kt)("p",null,"Next, let\u2019s see what happens if we add an explicit index. We\u2019re going to add an inverted index to the FlightNum column. Go to Edit Table config again and update tableIndexConfig to have the following value:"),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667916147-image6.png",alt:"Inverted index addition",title:"Inverted index addition"})),(0,o.kt)("p",null,"If you go back to the page for segment airlineStats","_","OFFLINE","_","16073","_","16073","_","0, notice that it does not have an inverted index for this field."),(0,o.kt)("p",null,(0,o.kt)("img",{parentName:"p",src:"https://www.datocms-assets.com/75153/1667916232-image2.png",alt:"page for segment airlineStats_OFFLINE_16073_16073_0 without an inverted index",title:"page for segment airlineStats_OFFLINE_16073_16073_0 without an inverted index"})),(0,o.kt)("p",null,"This is because indexes are applied on a per segment basis. If we want the inverted index on the FlightNum column in this segment, we can click ",(0,o.kt)("em",{parentName:"p"},"Reload Segment")," on this page, or we can go back to the table page and click ",(0,o.kt)("em",{parentName:"p"},"Reload All Segments"),".\xa0"),(0,o.kt)("p",null,"If we do that, all the segments in the airlineStats","_","OFFLINE table will eventually have an inverted index on FlightNum."),(0,o.kt)("h2",{id:"summary"},"Summary"),(0,o.kt)("p",null,"As I mentioned in the introduction, information about the indexes on each segment has always been available via the REST API, but this feature democratizes that information.\xa0"),(0,o.kt)("p",null,"If you have any questions about this feature, feel free to join us on ",(0,o.kt)("a",{parentName:"p",href:"https://stree.ai/slack"},"Slack"),", where we\u2019ll be happy to help you out."))}h.isMDXComponent=!0}}]);
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l=a.length,i=new Array(l);i[0]=c;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[d]="string"==typeof e?e:r,i[1]=o;for(var u=2;u<l;u++)i[u]=a[u];return n.createElement.apply(null,i)}return n.createElement.apply(null,a)}c.displayName="MDXCreateElement"},1179:function(e,t,a){a.r(t),a.d(t,{contentTitle:function(){return s},default:function(){return c},frontMatter:function(){return o},metadata:function(){return u},toc:function(){return p}});var n=a(7462),r=a(3366),l=(a(7294),a(4137)),i=["components"],o={title:"Announcing Apache Pinot 0.10",author:"Apache Pinot Engineering Team",author_title:"Apache Pinot Engineering Team",author_url:"https://twitter.com/ApachePinot",author_image_url:"https://pinot.apache.org/authors/pinot_team.jpg",description:"Learn more about the release of Apache Pinot 0.10 and all of new features that have been included in this version of the product.",keywords:["Apache Pinot","Apache Pinot Releases","Apache Pinot 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t=e.components,o=(0,r.Z)(e,i);return(0,l.kt)(m,(0,n.Z)({},d,o,{components:t,mdxType:"MDXLayout"}),(0,l.kt)("p",null,"We are excited to announce the release this week of Apache Pinot 0.10.\nApache Pinot is a real-time distributed datastore designed to answer OLAP queries with high throughput and low latency."),(0,l.kt)("p",null,"This release is cut from commit ",(0,l.kt)("a",{parentName:"p",href:"https://github.com/apache/pinot/commit/fd9c58a11ed16d27109baefcee138eea30132ad3"},"fd9c58a11ed16d27109baefcee138eea30132ad3"),".\nYou can find a full list of everything included in the ",(0,l.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/releases/0.10.0"},"release notes"),"."),(0,l.kt)("p",null,"Let\u2019s have a look at some of the changes, with the help of the batch ",(0,l.kt)("a",{parentName:"p",href:"https://docs.pinot.apache.org/basics/getting-started/running-pinot-in-docker"},"QuickStart configuration"),"."),(0,l.kt)("h2",{id:"query-plans"},"Query Plans"),(0,l.kt)("p",null,"Amrish Lal implemented the ",(0,l.kt)("inlineCode",{parentName:"p"},"EXPLAIN PLAN")," clause, which returns the execution plan that will be chosen by the Pinot Query Engine.\nThis lets us see what the query is likely to do without actually having to run it."),(0,l.kt)("pre",null,(0,l.kt)("code",{parentName:"pre",className:"language-sql"},"EXPLAIN PLAN FOR\nSELECT *\nFROM baseballStats\nWHERE league = 'NL'\n")),(0,l.kt)("p",null,"If we run this query, we'll see the following results:"),(0,l.kt)("table",null,(0,l.kt)("thead",{parentName:"table"},(0,l.kt)("tr",{parentName:"thead"},(0,l.kt)("th",{parentName:"tr",align:null},"Operator"),(0,l.kt)("th",{parentName:"tr",align:null},"Operator_Id"),(0,l.kt)("th",{parentName:"tr",align:null},"Parent_Id"))),(0,l.kt)("tbody",{parentName:"table"},(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"BROKER_REDUCE(limit:10)"),(0,l.kt)("td",{parentName:"tr",align:null},"0"),(0,l.kt)("td",{parentName:"tr",align:null},"-1")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"COMBINE_SELECT"),(0,l.kt)("td",{parentName:"tr",align:null},"1"),(0,l.kt)("td",{parentName:"tr",align:null},"0")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"SELECT(selectList:AtBatting, G_old, baseOnBalls, caughtStealing, doules, groundedIntoDoublePlays, hits, hitsByPitch, homeRuns, intentionalWalks, league, numberOfGames, numberOfGamesAsBatter, playerID, 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caughtStealing, baseOnBalls, playerName, doules, league, yearID, hits, runsBattedIn, G_old, sacrificeHits, intentionalWalks, runs, playerID)"),(0,l.kt)("td",{parentName:"tr",align:null},"4"),(0,l.kt)("td",{parentName:"tr",align:null},"3")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"FILTER_FULL_SCAN(operator:EQ,predicate:league = 'NL')"),(0,l.kt)("td",{parentName:"tr",align:null},"5"),(0,l.kt)("td",{parentName:"tr",align:null},"4")))),(0,l.kt)("h2",{id:"filter-clauses-for-aggregates"},"FILTER Clauses for Aggregates"),(0,l.kt)("p",null,"Atri Sharma added the filter clause for aggregates.\nThis feature makes it possible to write queries like this:"),(0,l.kt)("pre",null,(0,l.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT SUM(homeRuns) FILTER(WHERE league = 'NL') AS nlHomeRuns,\n SUM(homeRuns) FILTER(WHERE league = 'AL') AS alHomeRuns\nFROM baseballStats\n")),(0,l.kt)("p",null,"If we run this query, we'll see the following 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output:"),(0,l.kt)("table",null,(0,l.kt)("thead",{parentName:"table"},(0,l.kt)("tr",{parentName:"thead"},(0,l.kt)("th",{parentName:"tr",align:null},"playerID"),(0,l.kt)("th",{parentName:"tr",align:null},"homeRuns"),(0,l.kt)("th",{parentName:"tr",align:null},"hits"))),(0,l.kt)("tbody",{parentName:"table"},(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"ramirju01"),(0,l.kt)("td",{parentName:"tr",align:null},"0"),(0,l.kt)("td",{parentName:"tr",align:null},"5")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"milneed01"),(0,l.kt)("td",{parentName:"tr",align:null},"4"),(0,l.kt)("td",{parentName:"tr",align:null},"54")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"testani01"),(0,l.kt)("td",{parentName:"tr",align:null},"0"),(0,l.kt)("td",{parentName:"tr",align:null},"5")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"shawbo01"),(0,l.kt)("td",{parentName:"tr",align:null},"0"),(0,l.kt)("td",{parentName:"tr",align:null},"8")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"vogelry01"),(0,l.kt)("td",{parentName:"tr",align:null},"0"),(0,l.kt)("td",{parentName:"tr",align:null},"12")))),(0,l.kt)("h2",{id:"distinctcountsmarthll"},"DistinctCountSmartHLL"),(0,l.kt)("p",null," Xiaotian (Jackie) Jiang added the ",(0,l.kt)("inlineCode",{parentName:"p"},"DistinctCountSmartHLL")," aggregation function, which automatically converts the Set to HyperLogLog if the set size grows too big to protect the servers from running out of memory:"),(0,l.kt)("pre",null,(0,l.kt)("code",{parentName:"pre",className:"language-sql"},"SELECT DISTINCTCOUNTSMARTHLL(homeRuns, 'hllLog2m=8;hllConversionThreshold=10')\nFROM baseballStats\n")),(0,l.kt)("p",null,"If we run this query, we'll see the following output:"),(0,l.kt)("table",null,(0,l.kt)("thead",{parentName:"table"},(0,l.kt)("tr",{parentName:"thead"},(0,l.kt)("th",{parentName:"tr",align:null},"distinctcountsmarthll(homeRuns)"))),(0,l.kt)("tbody",{parentName:"table"},(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},"66")))),(0,l.kt)("h2",{id:"ui-updates"},"UI updates"),(0,l.kt)("p",null,"There were also a bunch of updates to the Pinot Data Explorer, by Sanket Shah and Johan 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",(0,l.kt)("inlineCode",{parentName:"li"},"0"),"."),(0,l.kt)("li",{parentName:"ul"},"Query console couldn't show the query result if multiple columns had the same name."),(0,l.kt)("li",{parentName:"ul"},"Pinot Dashboard tenant view showing the incorrect amount of servers and brokers.")),(0,l.kt)("h2",{id:"realtimetooffline-task"},"RealTimeToOffline Task"),(0,l.kt)("p",null,"Xiaotian (Jackie) Jiang made some fixes to the ",(0,l.kt)("a",{parentName:"p",href:"https://dev.startree.ai/docs/pinot/recipes/real-time-offline-job"},"RealTimeToOffline job")," to handle time gaps and proceed to the next time window when no segment matches the current one."),(0,l.kt)("h2",{id:"empty-quickstart"},"Empty QuickStart"),(0,l.kt)("p",null,"Kenny Bastani added an empty QuickStart command, which lets you quickly spin up an empty Pinot cluster:"),(0,l.kt)("pre",null,(0,l.kt)("code",{parentName:"pre",className:"language-bash"},"docker run \\\n -p 8000:8000 \\\n -p 9000:9000 \\\n apachepinot/pinot:0.10.0 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