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Posted to commits@hugegraph.apache.org by gi...@apache.org on 2023/06/17 06:43:49 UTC
[incubator-hugegraph-doc] branch asf-site updated: docs: small improvement in md files (#271)
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new 6175580f docs: small improvement in md files (#271)
6175580f is described below
commit 6175580f5b2ae3317b97b5bc6bff28a6582d3260
Author: imbajin <im...@users.noreply.github.com>
AuthorDate: Sat Jun 17 06:43:43 2023 +0000
docs: small improvement in md files (#271)
add the empty new line (en&cn) 2d9a13fdf8341539ed6fa7243a5b5e13b12a6427
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cn/docs/_print/index.html | 10 +-
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.../hugegraph-1.0.0-release-notes/index.html | 2 +-
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cn/docs/clients/hugegraph-client/index.html | 2 +-
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cn/docs/download/download/index.html | 10 +-
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cn/docs/index.xml | 3417 +++++++++++++++++---
cn/docs/introduction/readme/index.html | 2 +-
cn/docs/language/hugegraph-example/index.html | 2 +-
cn/docs/language/hugegraph-gremlin/index.html | 2 +-
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cn/sitemap.xml | 2 +-
docs/_print/index.html | 10 +-
.../hugegraph-0.12.0-release-notes/index.html | 2 +-
.../hugegraph-1.0.0-release-notes/index.html | 2 +-
docs/changelog/index.html | 2 +-
docs/cla/index.html | 2 +-
docs/clients/gremlin-console/index.html | 2 +-
docs/clients/hugegraph-client/index.html | 2 +-
docs/clients/index.html | 2 +-
docs/clients/restful-api/auth/index.html | 2 +-
docs/clients/restful-api/edge/index.html | 2 +-
docs/clients/restful-api/edgelabel/index.html | 2 +-
docs/clients/restful-api/graphs/index.html | 2 +-
docs/clients/restful-api/gremlin/index.html | 2 +-
docs/clients/restful-api/index.html | 2 +-
docs/clients/restful-api/indexlabel/index.html | 2 +-
docs/clients/restful-api/other/index.html | 2 +-
docs/clients/restful-api/propertykey/index.html | 2 +-
docs/clients/restful-api/rank/index.html | 2 +-
docs/clients/restful-api/rebuild/index.html | 2 +-
docs/clients/restful-api/schema/index.html | 2 +-
docs/clients/restful-api/task/index.html | 2 +-
docs/clients/restful-api/traverser/index.html | 2 +-
docs/clients/restful-api/variable/index.html | 2 +-
docs/clients/restful-api/vertex/index.html | 2 +-
docs/clients/restful-api/vertexlabel/index.html | 2 +-
docs/config/config-authentication/index.html | 2 +-
docs/config/config-computer/index.html | 2 +-
docs/config/config-guide/index.html | 2 +-
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docs/config/index.html | 2 +-
docs/contribution-guidelines/_print/index.html | 2 +-
docs/contribution-guidelines/contribute/index.html | 2 +-
.../hugegraph-server-idea-setup/index.html | 2 +-
docs/contribution-guidelines/index.html | 2 +-
docs/contribution-guidelines/index.xml | 1 -
docs/contribution-guidelines/subscribe/index.html | 10 +-
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docs/download/download/index.html | 8 +-
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docs/guides/custom-plugin/index.html | 2 +-
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docs/guides/faq/index.html | 2 +-
docs/guides/index.html | 2 +-
docs/index.html | 2 +-
docs/index.xml | 1035 +++---
docs/introduction/readme/index.html | 2 +-
docs/language/hugegraph-example/index.html | 2 +-
docs/language/hugegraph-gremlin/index.html | 2 +-
docs/language/index.html | 2 +-
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docs/performance/api-preformance/_print/index.html | 4 +-
.../hugegraph-api-0.5.6-cassandra/index.html | 2 +-
.../hugegraph-api-0.5.6-rocksdb/index.html | 2 +-
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docs/performance/api-preformance/index.xml | 465 ---
.../hugegraph-benchmark-0.4.4/index.html | 2 +-
.../hugegraph-benchmark-0.5.6/index.html | 2 +-
.../hugegraph-loader-performance/index.html | 2 +-
docs/performance/index.html | 2 +-
docs/performance/index.xml | 4 +-
docs/quickstart/hugegraph-client/index.html | 2 +-
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docs/quickstart/hugegraph-loader/index.html | 2 +-
docs/quickstart/hugegraph-server/index.html | 2 +-
docs/quickstart/hugegraph-tools/index.html | 2 +-
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en/sitemap.xml | 2 +-
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154 files changed, 3689 insertions(+), 2067 deletions(-)
diff --git a/cn/docs/_print/index.html b/cn/docs/_print/index.html
index a7a64cd6..7aae206d 100644
--- a/cn/docs/_print/index.html
+++ b/cn/docs/_print/index.html
@@ -1,12 +1,12 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=canonical type=text/html href=/cn/docs/><link rel=alternate type=application/rss+xml href=/cn/docs/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x [...]
"><meta property="og:title" content="Documentation"><meta property="og:description" content="Apache HugeGraph 官网"><meta property="og:type" content="website"><meta property="og:url" content="/cn/docs/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="Documentation"><meta itemprop=description content="Apache HugeGraph 官网"><meta name=twitter:card content="summary"><meta name=twitter:title content="Documentation"><meta name=twitter:description content="Apache Hu [...]
<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/cn/docs/>Return to the regular view of this page</a>.</p></div><h1 class=title>Documentation</h1><ul><li>1: <a href=#pg-7dd24b6126e5b249f96de862bfc51025>Introduction with HugeGraph</a></li><li>2: <a href=#pg-64d47cfe1880443239e7c31f8fd1ac1a>Download HugeGraph</a></li><li>3: <a href=#pg-08b1b69f6319108b0455d24614fdd660>Quick Start</a></li><ul><li>3.1: <a href=#pg-8ec2ee5fd8ff8e48255d55eab65d92b6>HugeGraph-Server [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/cn/docs/>Return to the regular view of this page</a>.</p></div><h1 class=title>Documentation</h1><ul><li>1: <a href=#pg-7dd24b6126e5b249f96de862bfc51025>Introduction with HugeGraph</a></li><li>2: <a href=#pg-64d47cfe1880443239e7c31f8fd1ac1a>Download HugeGraph</a></li><li>3: <a href=#pg-08b1b69f6319108b0455d24614fdd660>Quick Start</a></li><ul><li>3.1: <a href=#pg-8ec2ee5fd8ff8e48255d55eab65d92b6>HugeGraph-Server [...]
实现了<a href=https://tinkerpop.apache.org>Apache TinkerPop3</a>框架及完全兼容<a href=https://tinkerpop.apache.org/gremlin.html>Gremlin</a>查询语言，
具备完善的工具链组件，助力用户轻松构建基于图数据库之上的应用和产品。HugeGraph支持百亿以上的顶点和边快速导入，并提供毫秒级的关联关系查询能力（OLTP），
并支持大规模分布式图分析（OLAP）。</p><p>HugeGraph典型应用场景包括深度关系探索、关联分析、路径搜索、特征抽取、数据聚类、社区检测、
知识图谱等，适用业务领域有如网络安全、电信诈骗、金融风控、广告推荐、社交网络和智能机器人等。</p><p>本系统的主要应用场景是解决反欺诈、威胁情报、黑产打击等业务的图数据存储和建模分析需求，在此基础上逐步扩展及支持了更多的通用图应用。</p><h3 id=features>Features</h3><p>HugeGraph支持在线及离线环境下的图操作，支持批量导入数据，支持高效的复杂关联关系分析，并且能够与大数据平台无缝集成。
-HugeGraph支持多用户并行操作，用户可输入Gremlin查询语句，并及时得到图查询结果，也可在用户程序中调用HugeGraph API进行图分析或查询。</p><p>本系统具备如下特点：</p><ul><li>易用：HugeGraph支持Gremlin图查询语言与RESTful API，同时提供图检索常用接口，具备功能齐全的周边工具，轻松实现基于图的各种查询分析运算。</li><li>高效：HugeGraph在图存储和图计算方面做了深度优化，提供多种批量导入工具，轻松完成百亿级数据快速导入，通过优化过的查询达到图检索的毫秒级响应。支持数千用户并发的在线实时操作。</li><li>通用：HugeGraph支持Apache Gremlin标准图查询语言和Property Graph标准图建模方法，支持基于图的OLTP和OLAP方案。集成Apache Hadoop及Apache Spark大数据平台。</li><li>可扩展：支持分布式存储、数据多副本及横向扩容，内置多种后端存储引擎，也可插件
式轻松扩展后端存储引擎。</li><li>开放：HugeGraph代码开源（A [...]
+HugeGraph支持多用户并行操作，用户可输入Gremlin查询语句，并及时得到图查询结果，也可在用户程序中调用HugeGraph API进行图分析或查询。</p><p>本系统具备如下特点：</p><ul><li>易用：HugeGraph支持Gremlin图查询语言与RESTful API，同时提供图检索常用接口，具备功能齐全的周边工具，轻松实现基于图的各种查询分析运算。</li><li>高效：HugeGraph在图存储和图计算方面做了深度优化，提供多种批量导入工具，轻松完成百亿级数据快速导入，通过优化过的查询达到图检索的毫秒级响应。支持数千用户并发的在线实时操作。</li><li>通用：HugeGraph支持Apache Gremlin标准图查询语言和Property Graph标准图建模方法，支持基于图的OLTP和OLAP方案。集成Apache Hadoop及Apache Spark大数据平台。</li><li>可扩展：支持分布式存储、数据多副本及横向扩容，内置多种后端存储引擎，也可插件
式轻松扩展后端存储引擎。</li><li>开放：HugeGraph代码开源（A [...]
</span></span></code></pre></div><h4 id=22-安装-gcc-430-glibcxx_3410-或更新版本可选>2.2 安装 GCC-4.3.0 (GLIBCXX_3.4.10) 或更新版本（可选）</h4><p>如果使用的是 RocksDB 后端，请务必执行 <code>gcc --version</code> 命令查看 gcc 版本；若使用其他后端，则不需要。</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>gcc --version
</span></span></code></pre></div><h3 id=3-部署>3 部署</h3><p>有三种方式可以部署 HugeGraph-Server 组件：</p><ul><li>方式 1：一键部署</li><li>方式 2：下载 tar 包</li><li>方式 3：源码编译</li><li>方式 4：使用 Docker 容器</li></ul><h4 id=31-一键部署>3.1 一键部署</h4><p>HugeGraph-Tools 提供了一键部署的命令行工具，用户可以使用该工具快速地一键下载、解压、配置并启动 HugeGraph-Server 和 HugeGraph-Hubble，最新的 HugeGraph-Toolchain 中已经包含所有的这些工具，直接下载它解压就有工具包集合了</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language [...]
</span></span><span style=display:flex><span>wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-toolchain-incubating-1.0.0.tar.gz
@@ -6444,9 +6444,7 @@ HugeGraph目前采用EdgeCut的分区方案。</p><h3 id=3-vertexid-策略>3. Ve
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic>// what is the name of the brother and the name of the place?
</span></span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic></span><span style=color:#000>g</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#c4a000>V</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#000>pluto</span><span style=color:#ce5c00;font-weight:700>).</span><span style=color:#c4a000>out</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#4e9a06>'brother'</span><s [...]
-</span></span></code></pre></div><p>推荐使用<a href=/docs/quickstart/hugegraph-studio>HugeGraph-Studio</a> 通过可视化的方式来执行上述代码。另外也可以通过HugeGraph-Client、HugeApi、GremlinConsole和GremlinDriver等多种方式执行上述代码。</p><h4 id=32-总结>3.2 总结</h4><p>HugeGraph 目前支持 <code>Gremlin</code> 的语法，用户可以通过 <code>Gremlin / REST-API</code> 实现各种查询需求。</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f0a22a813c843322c0d360d952e434ce>8 - PERFORMANCE</h1></div><div class=td-content><h1 id=pg-63f6d63db3ee3a5270 [...]
-</span></span><span style=display:flex><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul><li>HugeGraphServer 与 HugeGremlinServer 与cassandra都在同一机器上启动，server 相关的配置文件除主机和端口有修改外，其余均保持默认。</li></ul><h4 id=13-名词解释>1.3 名词解释</h4><ul><li>Samples – 本次场景中一共完成了多少个线程</li><li>Average – 平均响应时间</li><li>Median – 统计意义上面的响应时间的中值</li><li>90% Line – 所有线程中90%的线程的响应时间都小于xx</li><li>Min – 最小响应时间</li><li>Max – 最大响应时间</li><li>Error – 出错率</li><li>Throughput – 吞吐量Â</li><li>KB/sec – 以流量做衡量的吞吐量</li></ul><p><em>注：时间的单 [...]
+</span></span></code></pre></div><p>推荐使用<a href=/docs/quickstart/hugegraph-studio>HugeGraph-Studio</a> 通过可视化的方式来执行上述代码。另外也可以通过HugeGraph-Client、HugeApi、GremlinConsole和GremlinDriver等多种方式执行上述代码。</p><h4 id=32-总结>3.2 总结</h4><p>HugeGraph 目前支持 <code>Gremlin</code> 的语法，用户可以通过 <code>Gremlin / REST-API</code> 实现各种查询需求。</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f0a22a813c843322c0d360d952e434ce>8 - PERFORMANCE</h1></div><div class=td-content><h1 id=pg-63f6d63db3ee3a5270 [...]
</span></span><span style=display:flex><span>git clone https://github.com/<span style=color:#4e9a06>${</span><span style=color:#000>GITHUB_USER_NAME</span><span style=color:#4e9a06>}</span>/hugegraph
</span></span></code></pre></div></li><li><p>Configure local HugeGraph repo</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span><span style=color:#204a87>cd</span> hugegraph
</span></span><span style=display:flex><span>
@@ -6492,7 +6490,7 @@ HugeGraph目前采用EdgeCut的分区方案。</p><h3 id=3-vertexid-策略>3. Ve
</span></span><span style=display:flex><span>git rebase -i master
</span></span></code></pre></div></blockquote><p>And push it to GitHub fork repo again:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span><span style=color:#8f5902;font-style:italic># force push the local commit to fork repo</span>
</span></span><span style=display:flex><span>git push -f origin bugfix-branch:bugfix-branch
-</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>10.2 - 订阅社区邮箱</h1><p>按照以下步骤订阅邮件列表：</p><ul><li>通过您的电子邮件账户发送邮件至 <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a>，然后您将收到一封确认邮件。</li><li>回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。</li><li>现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后 [...]
+</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>10.2 - 订阅社区邮箱</h1><p>按照以下步骤订阅邮件列表：</p><ul><li>通过您的电子邮件账户发送邮件至 <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a>，然后您将收到一封确认邮件。</li><li>回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。</li><li>现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后 [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># ubuntu/debian</span>
</span></span><span style=display:flex><span>sudo apt install subversion -y
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># MacOS</span>
diff --git a/cn/docs/changelog/hugegraph-0.10.4-release-notes/index.html b/cn/docs/changelog/hugegraph-0.10.4-release-notes/index.html
index 9a3e25dd..bb1f0fa5 100644
--- a/cn/docs/changelog/hugegraph-0.10.4-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.10.4-release-notes/index.html
@@ -4,7 +4,7 @@
支持 HugeGraphServer 服务端内存紧张时返回错误拒绝请求 （hugegraph #476）
支持 API 白名单和 HugeGraphServer GC 频率控制功能 （hugegraph #522）
支持 Rings API …"><meta property="og:title" content="HugeGraph 0.10 Release Notes"><meta property="og:description" content="API & Client 功能更新 支持 HugeGraphServer 服务端内存紧张时返回错误拒绝请求 （hugegraph #476） 支持 API 白名单和 HugeGraphServer GC 频率控制功能 （hugegraph #522） 支持 Rings API 的 source_in_ring 参数 （hugegraph #528，hugegraph-client #48） 支持批量按策略更新属性接口 （hugegraph #493，hugegraph-client #46） 支持 Shard Index 前缀与范围检索索引 （hugegraph #574，hugegraph-client #56） 支持顶点的 UUID ID 类型 （hugegraph #618，hugegraph-client #59） 支持唯 [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/changelog/hugegraph-0.11.2-release-notes/index.html b/cn/docs/changelog/hugegraph-0.11.2-release-notes/index.html
index 06481a20..912330be 100644
--- a/cn/docs/changelog/hugegraph-0.11.2-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.11.2-release-notes/index.html
@@ -4,7 +4,7 @@
支持梭形相似度算法（hugegraph #671，hugegraph-client #62）
支持创建 Schema 时，记录创建的时间（hugegraph #746，hugegraph-client #69）
支持 RESTful API 中基于属性的 …"><meta property="og:title" content="HugeGraph 0.11 Release Notes"><meta property="og:description" content="API & Client 功能更新 支持梭形相似度算法（hugegraph #671，hugegraph-client #62） 支持创建 Schema 时，记录创建的时间（hugegraph #746，hugegraph-client #69） 支持 RESTful API 中基于属性的范围查询顶点/边（hugegraph #782，hugegraph-client #73） 支持顶点和边的 TTL （hugegraph #794，hugegraph-client #83） 统一 RESTful API Server 和 Gremlin Server 的日期格式为字符串（hugegraph #1014，hugegraph-client #82） 支持共同邻居，Jaccard 相似度，全部最短路径，带权最短路径和 [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/changelog/hugegraph-0.12.0-release-notes/index.html b/cn/docs/changelog/hugegraph-0.12.0-release-notes/index.html
index da38864c..06f75ccc 100644
--- a/cn/docs/changelog/hugegraph-0.12.0-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.12.0-release-notes/index.html
@@ -3,7 +3,7 @@
支持 https + auth 模式连接图服务 （hugegraph-client #109 #110）
统一 kout/kneighbor 等 OLTP 接口的参数命名及默认值（hugegraph-client #122 #123） …"><meta property="og:title" content="HugeGraph 0.12 Release Notes"><meta property="og:description" content="API & Client 接口更新 支持 https + auth 模式连接图服务 （hugegraph-client #109 #110） 统一 kout/kneighbor 等 OLTP 接口的参数命名及默认值（hugegraph-client #122 #123） 支持 RESTful 接口利用 P.textcontains() 进行属性全文检索（hugegraph #1312） 增加 graph_read_mode API 接口，以切换 OLTP、OLAP 读模式（hugegraph #1332） 支持 list/set 类型的聚合属性 aggregate property（hugegraph #1332） 权限接口增 [...]
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diff --git a/cn/docs/changelog/hugegraph-0.2-release-notes/index.html b/cn/docs/changelog/hugegraph-0.2-release-notes/index.html
index b4bbf624..092eadde 100644
--- a/cn/docs/changelog/hugegraph-0.2-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.2-release-notes/index.html
@@ -51,7 +51,7 @@ text boolean byte、blob int、long float、double timestamp uuid 支持单值
text boolean byte、blob int、long float、double timestamp uuid 支持单值属性
支持多值属性：List、Set（注意：非嵌套属性）
事务 原子性级别保证（依赖后端） 自动提交事务 手动提交事务 并行事务 索引 索引类型 二级索引 范围索引（数字类型） 索引操作 为指定类型的顶点/边创建单列索引（不支持List或Set列创建索引） 为指定类型的顶点/边创建复合索引（不支持List或Set列创建索引，复合索引为前缀索引） 删除指定类型顶点/边的索引（部分或全部索引均可） 重建指定类型顶点/边的索引（部分或全部索引均可） 查询/遍历 列出所有元数据、图数据（支持Limit，不支持分页）"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jq [...]
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diff --git a/cn/docs/changelog/hugegraph-0.2.4-release-notes/index.html b/cn/docs/changelog/hugegraph-0.2.4-release-notes/index.html
index bbb84395..58fb0e3d 100644
--- a/cn/docs/changelog/hugegraph-0.2.4-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.2.4-release-notes/index.html
@@ -5,7 +5,7 @@ BUG修复
Vertex Label为非primary-key id策略应该允许属性为空（HugeGraph-651）
Gremlin-Server 序列化的 EdgeLabel 仅有一个directed 属性，应该 …"><meta property="og:title" content="HugeGraph 0.2.4 Release Notes"><meta property="og:description" content="API & Java Client 功能更新 元数据（Schema）相关 BUG修复 Vertex Label为非primary-key id策略应该允许属性为空（HugeGraph-651） Gremlin-Server 序列化的 EdgeLabel 仅有一个directed 属性，应该打印完整的schema描述（HugeGraph-680） 创建IndexLabel时使用不存在的属性抛出空指针异常，应该抛非法参数异常（HugeGraph-682） 创建schema如果已经存在并指定了ifNotExist时，结果应该返回原来的对象（HugeGraph-694） 由于EdgeLabel的Frequency默认为null以及不允许修改特性，导致Append操作 [...]
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diff --git a/cn/docs/changelog/hugegraph-0.3.3-release-notes/index.html b/cn/docs/changelog/hugegraph-0.3.3-release-notes/index.html
index 3996bcdc..dbd7847e 100644
--- a/cn/docs/changelog/hugegraph-0.3.3-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.3.3-release-notes/index.html
@@ -3,7 +3,7 @@
为vertex-label和edge-label增加可空属性集合，允许在create和append时指定（HugeGraph-245）
配合core的功能为用户提供tinkerpop variables RESTful …"><meta property="og:title" content="HugeGraph 0.3.3 Release Notes"><meta property="og:description" content="API & Java Client 功能更新 为vertex-label和edge-label增加可空属性集合，允许在create和append时指定（HugeGraph-245） 配合core的功能为用户提供tinkerpop variables RESTful API（HugeGraph-396） 支持顶点／边属性的更新和删除（HugeGraph-894） 支持顶点／边的条件查询（HugeGraph-919） BUG修复 HugeGraph-API接收的RequestBody为null或"“时抛出空指针异常（HugeGraph-795） 为HugeGraph-API添加输入参数检查，避免抛出空指针异常（HugeGraph-796 ～ HugeGra [...]
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diff --git a/cn/docs/changelog/hugegraph-0.4.4-release-notes/index.html b/cn/docs/changelog/hugegraph-0.4.4-release-notes/index.html
index 802d01d8..3fed8543 100644
--- a/cn/docs/changelog/hugegraph-0.4.4-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.4.4-release-notes/index.html
@@ -5,7 +5,7 @@ HugeGraph-Server支持WebSocket，能用Gremlin-Console连接使用；并支持
适配Schema-id（HugeGraph-1038）
BUG …"><meta property="og:title" content="HugeGraph 0.4.4 Release Notes"><meta property="og:description" content="API & Java Client 功能更新 HugeGraph-Server支持WebSocket，能用Gremlin-Console连接使用；并支持直接编写groovy脚本调用Core的代码（HugeGraph-977） 适配Schema-id（HugeGraph-1038） BUG修复 hugegraph-0.3.3：删除vertex的属性，body中properties=null，返回500，空指针（HugeGraph-950） hugegraph-0.3.3： graph.schema().getVertexLabel() 空指针（HugeGraph-955） HugeGraph-Client 中顶点和边的属性集合不是线程安全的（HugeGraph-1013） 批量操作的异常信息无法打印（HugeGraph-1013） 异常messag [...]
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diff --git a/cn/docs/changelog/hugegraph-0.5.6-release-notes/index.html b/cn/docs/changelog/hugegraph-0.5.6-release-notes/index.html
index 4ed38c4d..bc11e82e 100644
--- a/cn/docs/changelog/hugegraph-0.5.6-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.5.6-release-notes/index.html
@@ -3,7 +3,7 @@
VertexLabel与EdgeLabel增加bool参数enable_label_index表述是否构建label索引（HugeGraph-1085）
增加RESTful API来支持高效shortest path，K-out …"><meta property="og:title" content="HugeGraph 0.5 Release Notes"><meta property="og:description" content="API & Java Client 功能更新 VertexLabel与EdgeLabel增加bool参数enable_label_index表述是否构建label索引（HugeGraph-1085） 增加RESTful API来支持高效shortest path，K-out和K-neighbor查询（HugeGraph-944） 增加RESTful API支持按id列表批量查询顶点（HugeGraph-1153） 支持迭代获取全部的顶点和边，使用分页实现（HugeGraph-1166） 顶点id中包含 / % 等 URL 保留字符时通过 VertexAPI 查不出来（HugeGraph-1127） 批量插入边时是否检查vertex的RESTful API参数从checkVertex改 [...]
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diff --git a/cn/docs/changelog/hugegraph-0.6.1-release-notes/index.html b/cn/docs/changelog/hugegraph-0.6.1-release-notes/index.html
index a3b0055f..efe60b4e 100644
--- a/cn/docs/changelog/hugegraph-0.6.1-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.6.1-release-notes/index.html
@@ -6,7 +6,7 @@
内部修改 将compareNumber方法搬移至common模块（HugeGraph-1208） 修复HugeGraphServer无法在Ubuntu机器上启动的Bug（HugeGraph-1154） 修复init-store.sh无法在bin目录下执行的BUG（HugeGraph-1223） 修复HugeGraphServer启动过程中无法通过CTRL+C终止的BUG（HugeGraph-1223） HugeGraphServer启动前检查端口是否被占用（HugeGraph-1223） HugeGraphServer启动前检查系统JDK是否安装以及版本是否为1.8（HugeGraph-1223） 给HugeConfig类增加getMap()方法（HugeGraph-1236） 修改默认配置项，后端使用RocksDB，注释重要的配置项（HugeGraph-1240） 重命名userData为userdata（HugeGraph-1249） centos 4.3系统HugeGraphServer进程使用jps命令查不到 增加配置项ALLOW_TRACE，允许设置是否返回e [...]
内部修改 将compareNumber方法搬移至common模块（HugeGraph-1208） 修复HugeGraphServer无法在Ubuntu机器上启动的Bug（HugeGraph-1154） 修复init-store.sh无法在bin目录下执行的BUG（HugeGraph-1223） 修复HugeGraphServer启动过程中无法通过CTRL+C终止的BUG（HugeGraph-1223） HugeGraphServer启动前检查端口是否被占用（HugeGraph-1223） HugeGraphServer启动前检查系统JDK是否安装以及版本是否为1.8（HugeGraph-1223） 给HugeConfig类增加getMap()方法（HugeGraph-1236） 修改默认配置项，后端使用RocksDB，注释重要的配置项（HugeGraph-1240） 重命名userData为userdata（HugeGraph-1249） centos 4.3系统HugeGraphServer进程使用jps命令查不到 增加配置项ALLOW_TRACE，允许设置是否返回e [...]
内部修改 将compareNumber方法搬移至common模块（HugeGraph-1208） 修复HugeGraphServer无法在Ubuntu机器上启动的Bug（HugeGraph-1154） 修复init-store.sh无法在bin目录下执行的BUG（HugeGraph-1223） 修复HugeGraphServer启动过程中无法通过CTRL+C终止的BUG（HugeGraph-1223） HugeGraphServer启动前检查端口是否被占用（HugeGraph-1223） HugeGraphServer启动前检查系统JDK是否安装以及版本是否为1.8（HugeGraph-1223） 给HugeConfig类增加getMap()方法（HugeGraph-1236） 修改默认配置项，后端使用RocksDB，注释重要的配置项（HugeGraph-1240） 重命名userData为userdata（HugeGraph-1249） centos 4.3系统HugeGraphServer进程使用jps命令查不到 增加配置项ALLOW_TRACE，允许设置是否返回e [...]
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diff --git a/cn/docs/changelog/hugegraph-0.7.4-release-notes/index.html b/cn/docs/changelog/hugegraph-0.7.4-release-notes/index.html
index 2e516dc3..d0dbd09f 100644
--- a/cn/docs/changelog/hugegraph-0.7.4-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.7.4-release-notes/index.html
@@ -8,7 +8,7 @@ BUG修复
EdgeAPI更新属性时会将属性值也置为属性键（HugeGraph-81）
当删除顶点 …"><meta property="og:title" content="HugeGraph 0.7 Release Notes"><meta property="og:description" content="API & Java Client 功能更新 支持异步删除元数据和重建索引（HugeGraph-889） 加入监控API，并与Gremlin的监控框架集成（HugeGraph-1273） BUG修复 EdgeAPI更新属性时会将属性值也置为属性键（HugeGraph-81） 当删除顶点或边时，如果id非法应该返回400错误而非404（HugeGraph-1337） Core 功能更新 支持HBase后端存储（HugeGraph-1280） 增加异步API框架，耗时操作可通过调用异步API实现（HugeGraph-387） 支持对长属性列建立二级索引，取消目前索引列长度256字节的限制（HugeGraph-1314） 支持顶点属性的“创建或更新”操作（HugeGraph-1303） 支持全文检索功能（HugeGraph-1322） 支持数据库表的版 [...]
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diff --git a/cn/docs/changelog/hugegraph-0.8.0-release-notes/index.html b/cn/docs/changelog/hugegraph-0.8.0-release-notes/index.html
index a0d1511d..d8e3db46 100644
--- a/cn/docs/changelog/hugegraph-0.8.0-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.8.0-release-notes/index.html
@@ -3,7 +3,7 @@
服务端增加 rays 和 rings 的 RESTful API（hugegraph #45）
使创建 IndexLabel 返回异步任务（hugegraph #95，hugegraph-client #9） …"><meta property="og:title" content="HugeGraph 0.8 Release Notes"><meta property="og:description" content="API & Client 功能更新 服务端增加 rays 和 rings 的 RESTful API（hugegraph #45） 使创建 IndexLabel 返回异步任务（hugegraph #95，hugegraph-client #9） 客户端增加恢复模式相关的 API（hugegraph-client #10） 让 task-list API 不返回 task_input 和 task_result（hugegraph #143） 增加取消异步任务的API（hugegraph #167，hugegraph-client #15） 增加获取后端 metrics 的 API（hugegraph #155） BUG修复 分页获取时最后一页的 [...]
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diff --git a/cn/docs/changelog/hugegraph-0.9.2-release-notes/index.html b/cn/docs/changelog/hugegraph-0.9.2-release-notes/index.html
index 87eaba20..29567cf3 100644
--- a/cn/docs/changelog/hugegraph-0.9.2-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-0.9.2-release-notes/index.html
@@ -3,7 +3,7 @@
增加 personal rank API 和 neighbor rank API （hugegraph #274）
Shortest path API 增加 skip_degree 参数跳过超级点（hugegraph …"><meta property="og:title" content="HugeGraph 0.9 Release Notes"><meta property="og:description" content="API & Client 功能更新 增加 personal rank API 和 neighbor rank API （hugegraph #274） Shortest path API 增加 skip_degree 参数跳过超级点（hugegraph #433，hugegraph-client #42） vertex/edge 的 scan API 支持分页机制 （hugegraph #428，hugegraph-client #35） VertexAPI 使用简化的属性序列化器 （hugegraph #332，hugegraph-client #37） 增加 customized paths API 和 customized crosspoints AP [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%200.9%20Release%20Notes" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/changelog/hugegraph-1.0.0-release-notes/index.html b/cn/docs/changelog/hugegraph-1.0.0-release-notes/index.html
index e76c6279..0da78321 100644
--- a/cn/docs/changelog/hugegraph-1.0.0-release-notes/index.html
+++ b/cn/docs/changelog/hugegraph-1.0.0-release-notes/index.html
@@ -4,7 +4,7 @@ API/Client 接口更新
支持热更新trace开关的 /exception/trace API。
支持 Cypher 图查询语言 API。
支持通过 Swagger UI 接口来查看提供的 API 列表。 …"><meta property="og:title" content="HugeGraph 1.0.0 Release Notes"><meta property="og:description" content="OLTP API & Client 更新 API/Client 接口更新 支持热更新trace开关的 /exception/trace API。 支持 Cypher 图查询语言 API。 支持通过 Swagger UI 接口来查看提供的 API 列表。 将各算法中 ’limit’ 参数的类型由 long 调整为 int。 支持在 Client 端跳过 Server 对 HBase 写入数据 (Beta)。 Core & Server 功能更新 支持 Java 11 版本。 支持 2 个新的 OLTP 算法： adamic-adar 和 resource-allocation。 支持 HBase 后端使用哈希 RowKey，并且允许预初始化 HBase 表。 支持 C [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%201.0.0%20Release%20Notes" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/changelog/index.html b/cn/docs/changelog/index.html
index d71175ef..ea1eb8ac 100644
--- a/cn/docs/changelog/index.html
+++ b/cn/docs/changelog/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/changelog/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/changelog/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/changelog/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sect [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=CHANGELOGS" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/cla/index.html b/cn/docs/cla/index.html
index 4f52147f..6a3e0439 100644
--- a/cn/docs/cla/index.html
+++ b/cn/docs/cla/index.html
@@ -8,7 +8,7 @@ The purpose of this contributor agreement (“Agreement”) is to clarif
How to use this Contributor Agreement If You are an employee and have created the Contribution as part of your employment, You need to have Your employer approve this Agreement or sign the Entity version of this document."><meta itemprop=dateModified content="2022-04-17T11:36:55+08:00"><meta itemprop=wordCount content="1514"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content><meta name=twitter:description content="Contributor Agreem [...]
The purpose of this contributor agreement (“Agreement”) is to clarify and document the rights granted by contributors to Us. To make this document effective, please follow the comment of GitHub CLA-Assistant when submitting a new pull request.
How to use this Contributor Agreement If You are an employee and have created the Contribution as part of your employment, You need to have Your employer approve this Agreement or sign the Entity version of this document."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.c [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/CLA.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+section+at+the+to [...]
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diff --git a/cn/docs/clients/gremlin-console/index.html b/cn/docs/clients/gremlin-console/index.html
index 6a5d67f2..84f7109a 100644
--- a/cn/docs/clients/gremlin-console/index.html
+++ b/cn/docs/clients/gremlin-console/index.html
@@ -17,7 +17,7 @@ import org.apache.hugegraph.HugeFactory import org.apache.hugegraph.backend.id.I
这种模式便于用户快速上手体验，但是不适合大量数据插入和查询的场景。下面给一个示例：
在 script 目录下有一个示例脚本 example.groovy：
import org.apache.hugegraph.HugeFactory import org.apache.hugegraph.backend.id.IdGenerator import org.apache.hugegraph.dist.RegisterUtil import org.apache.hugegraph.type.define.NodeRole import org.apache.tinkerpop.gremlin.structure.T RegisterUtil.registerRocksDB() conf = "conf/graphs/hugegraph.properties" graph = HugeFactory.open(conf) graph.serverStarted(IdGenerator.of("server-tinkerpop"), NodeRole.MASTER) schema = graph.schema() schema.propertyKey("name").asText [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/clients/gremlin-console.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter% [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Gremlin-Console" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/clients/hugegraph-client/index.html b/cn/docs/clients/hugegraph-client/index.html
index be6b868c..49c8acf5 100644
--- a/cn/docs/clients/hugegraph-client/index.html
+++ b/cn/docs/clients/hugegraph-client/index.html
@@ -25,7 +25,7 @@ schema = graph."><meta itemprop=dateModified content="2022-09-15T15:16:23+08:00"
用户可使用如下方法获得SchemaManager对象：
SchemaManager schema = hugeClient.schema() 在HugeGraph-Studio中通过gremlin创建schema对象：
schema = graph."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/clients/hugegraph-client.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%20Java%20Client" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/clients/index.html b/cn/docs/clients/index.html
index 81fa7cb5..5d595b9e 100644
--- a/cn/docs/clients/index.html
+++ b/cn/docs/clients/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/clients/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/clients/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180 [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/clients/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sectio [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=API" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/clients/restful-api/auth/index.html b/cn/docs/clients/restful-api/auth/index.html
index 11bcdea0..f9faf859 100644
--- a/cn/docs/clients/restful-api/auth/index.html
+++ b/cn/docs/clients/restful-api/auth/index.html
@@ -29,7 +29,7 @@ Request Body { "user_name": "boss", "user_password": 
9.2.1 创建用户 Params user_name: 用户名称 user_password: 用户密码 user_phone: 用户手机号 user_email: 用户邮箱 其中 user_name 和 user_password 为必填。
Request Body { "user_name": "boss", "user_password": "******", "user_phone": "182****9088", "user_email": "123@xx.com" } Method & Url POST http://localhost:8080/graphs/hugegraph/auth/users Response Status 201 Response Body 返回报文中，密码为加密后的密文
{ "user_password": "******", "user_email": "123@xx."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/clients/restful-api/auth.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Authentication%20API" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/clients/restful-api/edge/index.html b/cn/docs/clients/restful-api/edge/index.html
index 86f61c63..ac80a687 100644
--- a/cn/docs/clients/restful-api/edge/index.html
+++ b/cn/docs/clients/restful-api/edge/index.html
@@ -14,7 +14,7 @@ EdgeId是由 src-vertex-id + direction + label + sort-values + tgt-vertex-id 拼
当 id 类型为 number 时，EdgeId 的顶点 id 前有一个前缀L ，形如 “L123456>1»L987654” 当 id 类型为 string 时，EdgeId 的顶点 id 前有一个前缀S ，形如 “S1:peter>1»S2:lop” 接下来的示例均假设已经创建好了前述的各种schema和vertex信息
2.2.1 创建一条边 Params说明
label：边类型名称，必填 outV：源顶点id，必填 inV：目标顶点id，必填 outVLabel：源顶点类型。必填 inVLabel：目标顶点类型。必填 properties: 边关联的属性，对象内部结构为： name：属性名称 value：属性值 Method & Url POST http://localhost:8080/graphs/hugegraph/graph/edges Request Body { "label": "created", "outV": "1:peter", "inV": "2:lop", "outVLabel": "person", "inVLabel": "software", "properties": { "date": "2017-5-18", "weight": 0."><link rel=prel [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/clients/restful-api/edgelabel/index.html b/cn/docs/clients/restful-api/edgelabel/index.html
index 552171ae..b93fd4bb 100644
--- a/cn/docs/clients/restful-api/edgelabel/index.html
+++ b/cn/docs/clients/restful-api/edgelabel/index.html
@@ -11,7 +11,7 @@ Params说明
name：顶点类型名称，必填 source_label: 源顶点类型的名称，必填 target_label: 目标顶点类型的名称，必填 frequency：两个点之间是否可以有多条边，可以取值SINGLE和MULTIPLE，非必填，默认值SINGLE properties: 边类型关联的属性类型，选填 sort_keys: 当允许关联多次时，指定区分键属性列表 nullable_keys：可为空的属性，选填，默认可为空 enable_label_index： 是否开启类型索引，默认关闭 1.4.1 创建一个EdgeLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/edgelabels Request Body { "name": "created", "source_label": "person", "target_label": "software", "frequency& [...]
Params说明
name：顶点类型名称，必填 source_label: 源顶点类型的名称，必填 target_label: 目标顶点类型的名称，必填 frequency：两个点之间是否可以有多条边，可以取值SINGLE和MULTIPLE，非必填，默认值SINGLE properties: 边类型关联的属性类型，选填 sort_keys: 当允许关联多次时，指定区分键属性列表 nullable_keys：可为空的属性，选填，默认可为空 enable_label_index： 是否开启类型索引，默认关闭 1.4.1 创建一个EdgeLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/edgelabels Request Body { "name": "created", "source_label": "person", "target_label": "software", "frequency& [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/clients/restful-api/graphs/index.html b/cn/docs/clients/restful-api/graphs/index.html
index 807f68e8..9f224c1b 100644
--- a/cn/docs/clients/restful-api/graphs/index.html
+++ b/cn/docs/clients/restful-api/graphs/index.html
@@ -10,7 +10,7 @@ Response Body
confirm_message: 默认为I'm sure to delete all data Method & Url DELETE http://localhost:8080/graphs/hugegraph/clear?confirm_message=I%27m+sure+to+delete+all+data Response Status 204 6.1.4 克隆一个图，该操作需要管理员权限 Params clone_graph_name: 已有图的名称；从已有的图来克隆，用户可选择传递配置文件，传递时将替换已有图中的配置； Method & Url POST http://localhost:8080/graphs/hugegraph_clone?clone_graph_name=hugegraph Request Body 【可选】 gremlin."><meta property="og:type" content="article"><meta property="og:url" content="/cn/docs/clients/restful-api [...]
confirm_message: 默认为I'm sure to delete all data Method & Url DELETE http://localhost:8080/graphs/hugegraph/clear?confirm_message=I%27m+sure+to+delete+all+data Response Status 204 6.1.4 克隆一个图，该操作需要管理员权限 Params clone_graph_name: 已有图的名称；从已有的图来克隆，用户可选择传递配置文件，传递时将替换已有图中的配置； Method & Url POST http://localhost:8080/graphs/hugegraph_clone?clone_graph_name=hugegraph Request Body 【可选】 gremlin."><meta itemprop=dateModified content="2022-05-27T09:27:37+08:00"><meta itemprop=wordCount content="374">< [...]
confirm_message: 默认为I'm sure to delete all data Method & Url DELETE http://localhost:8080/graphs/hugegraph/clear?confirm_message=I%27m+sure+to+delete+all+data Response Status 204 6.1.4 克隆一个图，该操作需要管理员权限 Params clone_graph_name: 已有图的名称；从已有的图来克隆，用户可选择传递配置文件，传递时将替换已有图中的配置； Method & Url POST http://localhost:8080/graphs/hugegraph_clone?clone_graph_name=hugegraph Request Body 【可选】 gremlin."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.c [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/clients/restful-api/gremlin/index.html b/cn/docs/clients/restful-api/gremlin/index.html
index e1e84d76..8e89698d 100644
--- a/cn/docs/clients/restful-api/gremlin/index.html
+++ b/cn/docs/clients/restful-api/gremlin/index.html
@@ -7,7 +7,7 @@ bindings: 用来绑定参数，key是字符串，value是绑定的值（只能
Method & Url GET http://127.0.0.1:8080/gremlin?gremlin=hugegraph.traversal().V('1:marko') Response Status 200 Response Body { "requestId": "c6ef47a8-b634-4b07-9d38-6b3b69a3a556", "status": { "message": "", "code": 200, "attributes": {} }, "result": { "data": [{ "id": "1:marko", "label": "person", "type": "vertex", "properties": { "city": [{ "id": [...]
Method & Url GET http://127.0.0.1:8080/gremlin?gremlin=hugegraph.traversal().V('1:marko') Response Status 200 Response Body { "requestId": "c6ef47a8-b634-4b07-9d38-6b3b69a3a556", "status": { "message": "", "code": 200, "attributes": {} }, "result": { "data": [{ "id": "1:marko", "label": "person", "type": "vertex", "properties": { "city": [{ "id": [...]
Method & Url GET http://127.0.0.1:8080/gremlin?gremlin=hugegraph.traversal().V('1:marko') Response Status 200 Response Body { "requestId": "c6ef47a8-b634-4b07-9d38-6b3b69a3a556", "status": { "message": "", "code": 200, "attributes": {} }, "result": { "data": [{ "id": "1:marko", "label": "person", "type": "vertex", "properties": { "city": [{ "id": [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/clients/restful-api/index.html b/cn/docs/clients/restful-api/index.html
index dd039841..05c68889 100644
--- a/cn/docs/clients/restful-api/index.html
+++ b/cn/docs/clients/restful-api/index.html
@@ -1,7 +1,7 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/clients/restful-api/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/clients/restful-api/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favic [...]
图数据的增删改查，遍历算法，变量，图操作及其他操作。
"><meta property="og:title" content="HugeGraph RESTful API"><meta property="og:description" content="Apache HugeGraph 官网"><meta property="og:type" content="website"><meta property="og:url" content="/cn/docs/clients/restful-api/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph RESTful API"><meta itemprop=description content="Apache HugeGraph 官网"><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph RESTful API"><meta [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%20RESTful%20API" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/clients/restful-api/indexlabel/index.html b/cn/docs/clients/restful-api/indexlabel/index.html
index f814b9f8..a301ead2 100644
--- a/cn/docs/clients/restful-api/indexlabel/index.html
+++ b/cn/docs/clients/restful-api/indexlabel/index.html
@@ -6,7 +6,7 @@ POST …"><meta property="og:title" content="IndexLabel API"><meta property="og:
1.5.1 创建一个IndexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/indexlabels Request Body { "name": "personByCity", "base_type": "VERTEX_LABEL", "base_value": "person", "index_type": "SECONDARY", "fields": [ "city" ] } Response Status 202 Response Body { "index_label": { "id": 1, "base_type": "VERTEX_LABEL", "base_value": "person", "name& [...]
1.5.1 创建一个IndexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/indexlabels Request Body { "name": "personByCity", "base_type": "VERTEX_LABEL", "base_value": "person", "index_type": "SECONDARY", "fields": [ "city" ] } Response Status 202 Response Body { "index_label": { "id": 1, "base_type": "VERTEX_LABEL", "base_value": "person", "name& [...]
1.5.1 创建一个IndexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/indexlabels Request Body { "name": "personByCity", "base_type": "VERTEX_LABEL", "base_value": "person", "index_type": "SECONDARY", "fields": [ "city" ] } Response Status 202 Response Body { "index_label": { "id": 1, "base_type": "VERTEX_LABEL", "base_value": "person", "name& [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=IndexLabel%20API" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/clients/restful-api/other/index.html b/cn/docs/clients/restful-api/other/index.html
index 3041637c..14fe00e7 100644
--- a/cn/docs/clients/restful-api/other/index.html
+++ b/cn/docs/clients/restful-api/other/index.html
@@ -7,7 +7,7 @@ Response Status
Response Body
{
"versions": { …"><meta property="og:title" content="Other API"><meta property="og:description" content="10.1 Other 10.1.1 查看HugeGraph的版本信息 Method & Url GET http://localhost:8080/versions Response Status 200 Response Body { "versions": { "version": "v1", "core": "0.4.5.1", "gremlin": "3.2.5", "api": "0.13.2.0" } } "><meta property="og:type" content="article"><meta property="og:url" content="/cn/docs/client [...]
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diff --git a/cn/docs/clients/restful-api/propertykey/index.html b/cn/docs/clients/restful-api/propertykey/index.html
index 09594e86..940edd72 100644
--- a/cn/docs/clients/restful-api/propertykey/index.html
+++ b/cn/docs/clients/restful-api/propertykey/index.html
@@ -10,7 +10,7 @@ name：属性类型名称，必填 data_type：属性类型数据类型，包括
id：属性类型id值 properties：属性的属性，对于属性而言，此项为空 user_data：设置属性类型的通用信息，比如可设置age属性的取值范围，最小为0，最大为100；目前此项不做任何校验，只为后期拓展提供预留入口 1.2.1 创建一个 PropertyKey Method & Url POST http://localhost:8080/graphs/hugegraph/schema/propertykeys Request Body { "name": "age", "data_type": "INT", "cardinality": "SINGLE" } Response Status 202 Response Body { "property_key": { "id": 1, "name": "age", "data_type": "INT", "car [...]
name：属性类型名称，必填 data_type：属性类型数据类型，包括：bool、byte、int、long、float、double、string、date、uuid、blob，默认string类型 cardinality：属性类型基数，包括：single、list、set，默认single 请求体字段说明：
id：属性类型id值 properties：属性的属性，对于属性而言，此项为空 user_data：设置属性类型的通用信息，比如可设置age属性的取值范围，最小为0，最大为100；目前此项不做任何校验，只为后期拓展提供预留入口 1.2.1 创建一个 PropertyKey Method & Url POST http://localhost:8080/graphs/hugegraph/schema/propertykeys Request Body { "name": "age", "data_type": "INT", "cardinality": "SINGLE" } Response Status 202 Response Body { "property_key": { "id": 1, "name": "age", "data_type": "INT", "car [...]
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diff --git a/cn/docs/clients/restful-api/rank/index.html b/cn/docs/clients/restful-api/rank/index.html
index f5a4b16a..b7109193 100644
--- a/cn/docs/clients/restful-api/rank/index.html
+++ b/cn/docs/clients/restful-api/rank/index.html
@@ -9,7 +9,7 @@ HugeGraphServer 除了上一节提到的遍历（traverser）方法，还提供
假设给定 1个 Person 点 是 tom, 它喜欢 a,b,c,d,e 5本书, 我们的想给 tom 推荐一些书友, 以及一些书, 最容易的想法就是看看还有哪些人喜欢过这些书 (共同兴趣) 那么此时, 需要有其它的 Person 点比如 neo, 他喜欢 b,d,f 3本书, 以及 jay, 它喜欢 c,d,e,g 4本书, lee 它喜欢 a,d,e,f 4本书 由于 tom 已经看过的书不需要重复推荐, 所以返回结果里应该期望推荐有共同喜好的其他书友看过, 但 tom 没看过的书, 比如推荐 “f” 和 “g” 书, 且优先级 f > g 此时再计算 tom 的个性化 rank 值, 就会返回排序后 TopN 推荐的 书友 + 书 的结果了 (如果只需要推荐的书, 选择 OTHER_LABEL 即可) 4."><meta itemprop=dateModified content="2022-04-17T11:36:55+08:00"><meta itemprop=wordCount content="757">< [...]
4.2 rank API 详解 4.2.1 Personal Rank API Personal Rank 算法典型场景是用于推荐应用中, 根据某个点现有的出边, 推荐具有相近 / 相同关系的其他点, 比如根据某个人的阅读记录 / 习惯, 向它推荐其他可能感兴趣的书, 或潜在的书友, 举例如下:
假设给定 1个 Person 点 是 tom, 它喜欢 a,b,c,d,e 5本书, 我们的想给 tom 推荐一些书友, 以及一些书, 最容易的想法就是看看还有哪些人喜欢过这些书 (共同兴趣) 那么此时, 需要有其它的 Person 点比如 neo, 他喜欢 b,d,f 3本书, 以及 jay, 它喜欢 c,d,e,g 4本书, lee 它喜欢 a,d,e,f 4本书 由于 tom 已经看过的书不需要重复推荐, 所以返回结果里应该期望推荐有共同喜好的其他书友看过, 但 tom 没看过的书, 比如推荐 “f” 和 “g” 书, 且优先级 f > g 此时再计算 tom 的个性化 rank 值, 就会返回排序后 TopN 推荐的 书友 + 书 的结果了 (如果只需要推荐的书, 选择 OTHER_LABEL 即可) 4."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.c [...]
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diff --git a/cn/docs/clients/restful-api/rebuild/index.html b/cn/docs/clients/restful-api/rebuild/index.html
index 0eca8090..1f5ed4ec 100644
--- a/cn/docs/clients/restful-api/rebuild/index.html
+++ b/cn/docs/clients/restful-api/rebuild/index.html
@@ -19,7 +19,7 @@ Response Status
可以通过GET http://localhost:8080/graphs/hugegraph/tasks/2（其中"2"是task_id）来查询异步任务的执行状态，更多异步任务RESTful API
1.6.3 EdgeLabel对应的全部索引重建 Method & Url PUT http://localhost:8080/graphs/hugegraph/jobs/rebuild/edgelabels/created Response Status 202 Response Body { "task_id": 3 } 注：
可以通过GET http://localhost:8080/graphs/hugegraph/tasks/3（其中"3"是task_id）来查询异步任务的执行状态，更多异步任务RESTful API"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/cn/docs/clients/restful-api/schema/index.html b/cn/docs/clients/restful-api/schema/index.html
index b5c642e1..84690e80 100644
--- a/cn/docs/clients/restful-api/schema/index.html
+++ b/cn/docs/clients/restful-api/schema/index.html
@@ -5,7 +5,7 @@ GET …"><meta property="og:title" content="Schema API"><meta property="og:descr
Method & Url GET http://localhost:8080/graphs/{graph_name}/schema e.g: GET http://localhost:8080/graphs/hugegraph/schema Response Status 200 Response Body { "propertykeys": [ { "id": 7, "name": "price", "data_type": "DOUBLE", "cardinality": "SINGLE", "aggregate_type": "NONE", "write_type": "OLTP", "properties": [], "status": "CREATED", "user_data": { "~creat [...]
Method & Url GET http://localhost:8080/graphs/{graph_name}/schema e.g: GET http://localhost:8080/graphs/hugegraph/schema Response Status 200 Response Body { "propertykeys": [ { "id": 7, "name": "price", "data_type": "DOUBLE", "cardinality": "SINGLE", "aggregate_type": "NONE", "write_type": "OLTP", "properties": [], "status": "CREATED", "user_data": { "~creat [...]
Method & Url GET http://localhost:8080/graphs/{graph_name}/schema e.g: GET http://localhost:8080/graphs/hugegraph/schema Response Status 200 Response Body { "propertykeys": [ { "id": 7, "name": "price", "data_type": "DOUBLE", "cardinality": "SINGLE", "aggregate_type": "NONE", "write_type": "OLTP", "properties": [], "status": "CREATED", "user_data": { "~creat [...]
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diff --git a/cn/docs/clients/restful-api/task/index.html b/cn/docs/clients/restful-api/task/index.html
index 8dd508cf..e43fc447 100644
--- a/cn/docs/clients/restful-api/task/index.html
+++ b/cn/docs/clients/restful-api/task/index.html
@@ -7,7 +7,7 @@ limit：返回异步任务数目上限
Method & Url
GET …"><meta property="og:title" content="Task API"><meta property="og:description" content="7.1 Task 7.1.1 列出某个图中全部的异步任务 Params status: 异步任务的状态 limit：返回异步任务数目上限 Method & Url GET http://localhost:8080/graphs/hugegraph/tasks?status=success Response Status 200 Response Body { "tasks": [{ "task_name": "hugegraph.traversal().V()", "task_progress": 0, "task_create": 1532943976585, "task_status": "success", "task_update": 15329439 [...]
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diff --git a/cn/docs/clients/restful-api/traverser/index.html b/cn/docs/clients/restful-api/traverser/index.html
index cfb0f7d2..447ac50c 100644
--- a/cn/docs/clients/restful-api/traverser/index.html
+++ b/cn/docs/clients/restful-api/traverser/index.html
@@ -6,7 +6,7 @@ HugeGraph支持的Traverser API包括：
K-out API，根据起始顶点，查找恰好N步可达的邻居，分为基础版和高级版： 基础版使用GET方法，根据起始顶点，查找恰好N步可达的邻居 高级版使用POST方法，根据起始顶点，查找恰好N步可达的邻居，与基础版的不同在于： 支持只统计邻居数量 支持边属性过滤 支持返回到达邻居的最短路径 K-neighbor API，根据起始顶点，查找N步以内可达的所有邻居，分为基础版和高级版： 基础版使用GET方法，根据起始顶点，查找N步以内可达的所有邻居 高级版使用POST方法，根据起始顶点，查找N步以内可达的所有邻居，与基础版的不同在于： 支持只统计邻居数量 支持边属性过滤 支持返回到达邻居的最短路径 Same Neighbors, 查询两个顶点的共同邻居 Jaccard Similarity API，计算jaccard相似度，包括两种： 一种是使用GET方法，计算两个顶点的邻居的相似度（交并比） 一种是使
用POST方法，在全图中查找与起点的jaccard similarity最高的N个点 Shortest Path API，查找两个顶点之间的最短路径 All Shortest P [...]
HugeGraph支持的Traverser API包括：
K-out API，根据起始顶点，查找恰好N步可达的邻居，分为基础版和高级版： 基础版使用GET方法，根据起始顶点，查找恰好N步可达的邻居 高级版使用POST方法，根据起始顶点，查找恰好N步可达的邻居，与基础版的不同在于： 支持只统计邻居数量 支持边属性过滤 支持返回到达邻居的最短路径 K-neighbor API，根据起始顶点，查找N步以内可达的所有邻居，分为基础版和高级版： 基础版使用GET方法，根据起始顶点，查找N步以内可达的所有邻居 高级版使用POST方法，根据起始顶点，查找N步以内可达的所有邻居，与基础版的不同在于： 支持只统计邻居数量 支持边属性过滤 支持返回到达邻居的最短路径 Same Neighbors, 查询两个顶点的共同邻居 Jaccard Similarity API，计算jaccard相似度，包括两种： 一种是使用GET方法，计算两个顶点的邻居的相似度（交并比） 一种是使
用POST方法，在全图中查找与起点的jaccard similarity最高的N个点 Shortest Path API，查找两个顶点之间的最短路径 All Shortest P [...]
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diff --git a/cn/docs/clients/restful-api/variable/index.html b/cn/docs/clients/restful-api/variable/index.html
index b6f3c21e..c303f759 100644
--- a/cn/docs/clients/restful-api/variable/index.html
+++ b/cn/docs/clients/restful-api/variable/index.html
@@ -6,7 +6,7 @@ PUT http://localhost:8080/graphs/hugegraph/variables/name …"><meta property="o
5.1.1 创建或者更新某个键值对 Method & Url PUT http://localhost:8080/graphs/hugegraph/variables/name Request Body { "data": "tom" } Response Status 200 Response Body { "name": "tom" } 5.1.2 列出全部键值对 Method & Url GET http://localhost:8080/graphs/hugegraph/variables Response Status 200 Response Body { "name": "tom" } 5.1.3 列出某个键值对 Method & Url GET http://localhost:8080/graphs/hugegraph/variables/name Response Status 200 Response Body { "name":  [...]
5.1.1 创建或者更新某个键值对 Method & Url PUT http://localhost:8080/graphs/hugegraph/variables/name Request Body { "data": "tom" } Response Status 200 Response Body { "name": "tom" } 5.1.2 列出全部键值对 Method & Url GET http://localhost:8080/graphs/hugegraph/variables Response Status 200 Response Body { "name": "tom" } 5.1.3 列出某个键值对 Method & Url GET http://localhost:8080/graphs/hugegraph/variables/name Response Status 200 Response Body { "name":  [...]
5.1.1 创建或者更新某个键值对 Method & Url PUT http://localhost:8080/graphs/hugegraph/variables/name Request Body { "data": "tom" } Response Status 200 Response Body { "name": "tom" } 5.1.2 列出全部键值对 Method & Url GET http://localhost:8080/graphs/hugegraph/variables Response Status 200 Response Body { "name": "tom" } 5.1.3 列出某个键值对 Method & Url GET http://localhost:8080/graphs/hugegraph/variables/name Response Status 200 Response Body { "name":  [...]
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diff --git a/cn/docs/clients/restful-api/vertex/index.html b/cn/docs/clients/restful-api/vertex/index.html
index 6b44c619..5f884968 100644
--- a/cn/docs/clients/restful-api/vertex/index.html
+++ b/cn/docs/clients/restful-api/vertex/index.html
@@ -28,7 +28,7 @@ schema.propertyKey("name").asText().ifNotExist().create(); schema.proper
Id_Strategy id type AUTOMATIC number PRIMARY_KEY string CUSTOMIZE_STRING string CUSTOMIZE_NUMBER number CUSTOMIZE_UUID uuid 顶点的 GET/PUT/DELETE API 中 url 的 id 部分应该传入带有类型信息的 id 值，这个类型信息通过 json 串是否带引号来表示，也就是说：
当 id 类型为 number 时，url 中的 id 不带引号，例如 xxx/vertices/123456 当 id 类型为 string 时，url 中的 id 带引号，例如 xxx/vertices/"123456" 接下来的示例需要先根据以下 groovy 脚本创建图 schema
schema.propertyKey("name").asText().ifNotExist().create(); schema.propertyKey("age").asInt().ifNotExist().create(); schema.propertyKey("city").asText().ifNotExist().create(); schema.propertyKey("weight").asDouble().ifNotExist().create(); schema.propertyKey("lang").asText().ifNotExist().create(); schema.propertyKey("price").asDouble().ifNotExist().create(); schema.propertyKey("hobby").asText().valueList().ifNotExist().create(); schem [...]
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diff --git a/cn/docs/clients/restful-api/vertexlabel/index.html b/cn/docs/clients/restful-api/vertexlabel/index.html
index a49da617..91b0bdb2 100644
--- a/cn/docs/clients/restful-api/vertexlabel/index.html
+++ b/cn/docs/clients/restful-api/vertexlabel/index.html
@@ -11,7 +11,7 @@ Params说明
id：顶点类型id值 name：顶点类型名称，必填 id_strategy: 顶点类型的ID策略，主键ID、自动生成、自定义字符串、自定义数字、自定义UUID，默认主键ID properties: 顶点类型关联的属性类型 primary_keys: 主键属性，当ID策略为PRIMARY_KEY时必须有值，其他ID策略时必须为空； enable_label_index： 是否开启类型索引，默认关闭 index_names：顶点类型创建的索引，详情见3.4 nullable_keys：可为空的属性 user_data：设置顶点类型的通用信息，作用同属性类型 1.3.1 创建一个VertexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/vertexlabels Request Body { "name": "person", "id_strategy": "DEFAULT", "properties": [...]
Params说明
id：顶点类型id值 name：顶点类型名称，必填 id_strategy: 顶点类型的ID策略，主键ID、自动生成、自定义字符串、自定义数字、自定义UUID，默认主键ID properties: 顶点类型关联的属性类型 primary_keys: 主键属性，当ID策略为PRIMARY_KEY时必须有值，其他ID策略时必须为空； enable_label_index： 是否开启类型索引，默认关闭 index_names：顶点类型创建的索引，详情见3.4 nullable_keys：可为空的属性 user_data：设置顶点类型的通用信息，作用同属性类型 1.3.1 创建一个VertexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/vertexlabels Request Body { "name": "person", "id_strategy": "DEFAULT", "properties": [...]
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diff --git a/cn/docs/config/config-authentication/index.html b/cn/docs/config/config-authentication/index.html
index 84f52964..0c7022da 100644
--- a/cn/docs/config/config-authentication/index.html
+++ b/cn/docs/config/config-authentication/index.html
@@ -24,7 +24,7 @@ authentication: { authenticator: com."><meta itemprop=dateModified content="2022
GET http://localhost:8080/graphs/hugegraph/schema/vertexlabels Authorization: Basic admin xxxx StandardAuthenticator模式 StandardAuthenticator模式是通过在数据库后端存储用户信息来支持用户认证和权限控制，该实现基于数据库存储的用户的名称与密码进行认证（密码已被加密），基于用户的角色来细粒度控制用户权限。下面是具体的配置流程（重启服务生效）：
在配置文件gremlin-server.yaml中配置authenticator及其rest-server文件路径：
authentication: { authenticator: com."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/cn/docs/config/config-computer/index.html b/cn/docs/config/config-computer/index.html
index 2cd99b4b..8acaadf7 100644
--- a/cn/docs/config/config-computer/index.html
+++ b/cn/docs/config/config-computer/index.html
@@ -12,7 +12,7 @@ description
algorithm.message_class
org.apache.hugegraph.computer.core.config.Null
The …"><meta property="og:title" content="HugeGraph-Computer 配置"><meta property="og:description" content="Computer Config Options config option default value description algorithm.message_class org.apache.hugegraph.computer.core.config.Null The class of message passed when compute vertex. algorithm.params_class org.apache.hugegraph.computer.core.config.Null The class used to transfer algorithms’ parameters before algorithm been run. algorithm.result_class org.apache.hugegraph.compu [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph-Computer%20%e9%85%8d%e7%bd%ae" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/config/config-guide/index.html b/cn/docs/config/config-guide/index.html
index 66612302..c35bc41d 100644
--- a/cn/docs/config/config-guide/index.html
+++ b/cn/docs/config/config-guide/index.html
@@ -17,7 +17,7 @@ HugeGraphServer 内部集成了 GremlinServer 和 RestServer，而 gremlin-serve
GremlinServer：GremlinServer接受用户的gremlin语句，解析后转而调用Core的代码。 RestServer：提供RESTful API，根据不同的HTTP请求，调用对应的Core API，如果用户请求体是gremlin语句，则会转发给GremlinServer，实现对图数据的操作。 下面对这三个配置文件逐一介绍。
2 gremlin-server.yaml gremlin-server.yaml 文件默认的内容如下：
# host and port of gremlin server, need to be consistent with host and port in rest-server.properties #host: 127.0.0.1 #port: 8182 # timeout in ms of gremlin query scriptEvaluationTimeout: 30000 channelizer: org.apache.tinkerpop.gremlin.server.channel.WsAndHttpChannelizer graphs: { hugegraph: conf/hugegraph.properties } scriptEngines: { gremlin-groovy: { plugins: { com.baidu.hugegraph.plugin.HugeGraphGremlinPlugin: {}, org."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc [...]
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diff --git a/cn/docs/config/config-https/index.html b/cn/docs/config/config-https/index.html
index 7713eea8..cb3438ab 100644
--- a/cn/docs/config/config-https/index.html
+++ b/cn/docs/config/config-https/index.html
@@ -15,7 +15,7 @@ String url = "https://localhost:8080"; String graphName = "hugegraph
# 将协议设置为 https restserver.url=https://127.0.0.1:8080 # 服务端 keystore 文件路径，当协议为 https 时该默认值自动生效，可按需修改此项 ssl.keystore_file=conf/hugegraph-server.keystore # 服务端 keystore 文件密码，当协议为 https 时该默认值自动生效，可按需修改此项 ssl.keystore_password=****** 服务端的 conf 目录下已经给出了一个 keystore 文件hugegraph-server.keystore，该文件的密码为hugegraph， 这两项都是在开启了 https 协议时的默认值，用户可以生成自己的 keystore 文件及密码，然后修改ssl.keystore_file和ssl.keystore_password的值。
客户端配置 在 HugeGraph-Client 中使用 https 在构造 HugeClient 时传入 https 相关的配置，代码示例：
String url = "https://localhost:8080"; String graphName = "hugegraph"; HugeClientBuilder builder = HugeClient.builder(url, graphName); // 客户端 keystore 文件路径 String trustStoreFilePath = "hugegraph."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jqu [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/config/config-option/index.html b/cn/docs/config/config-option/index.html
index 556be9eb..747bb455 100644
--- a/cn/docs/config/config-option/index.html
+++ b/cn/docs/config/config-option/index.html
@@ -19,7 +19,7 @@ port …"><meta property="og:title" content="HugeGraph 配置项"><meta property
config option default value description host 127.0.0.1 The host or ip of Gremlin Server. port 8182 The listening port of Gremlin Server. graphs hugegraph: conf/hugegraph.properties The map of graphs with name and config file path. scriptEvaluationTimeout 30000 The timeout for gremlin script execution(millisecond). channelizer org.apache.tinkerpop.gremlin.server.channel.HttpChannelizer Indicates the protocol which the Gremlin Server provides service. authentication authenticator: com.baid [...]
config option default value description host 127.0.0.1 The host or ip of Gremlin Server. port 8182 The listening port of Gremlin Server. graphs hugegraph: conf/hugegraph.properties The map of graphs with name and config file path. scriptEvaluationTimeout 30000 The timeout for gremlin script execution(millisecond). channelizer org.apache.tinkerpop.gremlin.server.channel.HttpChannelizer Indicates the protocol which the Gremlin Server provides service. authentication authenticator: com.baid [...]
config option default value description host 127.0.0.1 The host or ip of Gremlin Server. port 8182 The listening port of Gremlin Server. graphs hugegraph: conf/hugegraph.properties The map of graphs with name and config file path. scriptEvaluationTimeout 30000 The timeout for gremlin script execution(millisecond). channelizer org.apache.tinkerpop.gremlin.server.channel.HttpChannelizer Indicates the protocol which the Gremlin Server provides service. authentication authenticator: com.baid [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/config/index.html b/cn/docs/config/index.html
index c84640d6..7c90bd9f 100644
--- a/cn/docs/config/index.html
+++ b/cn/docs/config/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/config/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/config/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x1 [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/config/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+section [...]
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diff --git a/cn/docs/contribution-guidelines/_print/index.html b/cn/docs/contribution-guidelines/_print/index.html
index 379506ce..a6921b82 100644
--- a/cn/docs/contribution-guidelines/_print/index.html
+++ b/cn/docs/contribution-guidelines/_print/index.html
@@ -46,7 +46,7 @@
</span></span><span style=display:flex><span>git rebase -i master
</span></span></code></pre></div></blockquote><p>And push it to GitHub fork repo again:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span><span style=color:#8f5902;font-style:italic># force push the local commit to fork repo</span>
</span></span><span style=display:flex><span>git push -f origin bugfix-branch:bugfix-branch
-</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>2 - 订阅社区邮箱</h1><p>按照以下步骤订阅邮件列表：</p><ul><li>通过您的电子邮件账户发送邮件至 <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a>，然后您将收到一封确认邮件。</li><li>回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。</li><li>现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时 [...]
+</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>2 - 订阅社区邮箱</h1><p>按照以下步骤订阅邮件列表：</p><ul><li>通过您的电子邮件账户发送邮件至 <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a>，然后您将收到一封确认邮件。</li><li>回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。</li><li>现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时 [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># ubuntu/debian</span>
</span></span><span style=display:flex><span>sudo apt install subversion -y
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># MacOS</span>
diff --git a/cn/docs/contribution-guidelines/contribute/index.html b/cn/docs/contribution-guidelines/contribute/index.html
index 83361e0b..82ceb4a2 100644
--- a/cn/docs/contribution-guidelines/contribute/index.html
+++ b/cn/docs/contribution-guidelines/contribute/index.html
@@ -14,7 +14,7 @@ Thanks for taking the time to contribute! As an open source project, HugeGraph i
The following is a contribution guide for HugeGraph:
1. Preparation We can contribute by reporting issues, submitting code patches or any other feedback.
Before submitting the code, we need to do some preparation:"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=%e5%a6%82%e4%bd%95%e5%8f%82%e4%b8%8e%20HugeGraph%20%e7%a4%be%e5%8c%ba" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html b/cn/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html
index c0559c6f..fca5e49c 100644
--- a/cn/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html
+++ b/cn/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html
@@ -24,7 +24,7 @@ git clone https://github.com/apache/hugegraph.git 步骤 1. 配置文件拷贝
cp -r hugegraph-dist/src/assembly/static/scripts hugegraph-dist/src/assembly/static/conf path-to-your-directory 将 path-to-your-directory 替换为你创建的文件夹的路径。
2. InitStore 类初始化图 首先，需要在配置文件中配置数据库后端。以 RocksDB 为例，在 path-to-your-directory/conf/graphs/hugegraph.properties 文件中进行以下配置：
backend=rocksdb serializer=binary rocksdb.data_path=. rocksdb.wal_path=. 然后，打开 IntelliJ IDEA 的 Run/Debug Configurations 面板，创建一个新的 Application 配置，按照以下步骤进行配置："><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4 [...]
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diff --git a/cn/docs/contribution-guidelines/index.html b/cn/docs/contribution-guidelines/index.html
index ff9c1400..c01a99be 100644
--- a/cn/docs/contribution-guidelines/index.html
+++ b/cn/docs/contribution-guidelines/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/contribution-guidelines/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/contribution-guidelines/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon hre [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
<a href=https://github.com/apache/incubator-hugegraph-doc/edit/master/content/cn/docs/contribution-guidelines/_index.md class=td-page-meta--edit target=_blank rel=noopener><i class="fa fa-edit fa-fw"></i> Edit this page</a>
<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/contribution-guidelines/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+ [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Contribution%20Guidelines" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/contribution-guidelines/index.xml b/cn/docs/contribution-guidelines/index.xml
index 81852d8b..4fd36681 100644
--- a/cn/docs/contribution-guidelines/index.xml
+++ b/cn/docs/contribution-guidelines/index.xml
@@ -113,7 +113,6 @@
<li>通过您的电子邮件账户发送邮件至 <a href="mailto:dev-subscribe@hugegraph.apache.org">dev-subscribe@hugegraph.apache.org</a>，然后您将收到一封确认邮件。</li>
<li>回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。</li>
<li>现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。</li>
-<li>如果您想取消订阅邮件列表，只需发送邮件至 <a href="mailto:dev-unsubscribe@hugegraph.apache.org">dev-unsubscribe@hugegraph.apache.org</a>，然后按照确认邮件中的步骤操作即可。</li>
</ul>
<p>您可以随时订阅邮件列表。此外，您也可以直接浏览<a href="https://lists.apache.org/list.html?dev@hugegraph.apache.org">历史邮件/所有邮件</a>（即使没有订阅列表）。</p>
<p>注意事项：</p>
@@ -130,7 +129,7 @@
<li><a href="https://lists.apache.org/list.html?dev@hugegraph.apache.org">https://lists.apache.org/list.html?dev@hugegraph.apache.org</a></li>
<li><a href="http://apache.org/foundation/mailinglists.html#subscribing">http://apache.org/foundation/mailinglists.html#subscribing</a></li>
</ul>
-<h1 id="退订邮件列表-">退订邮件列表 👋🏻</h1>
+<h1 id="退订邮件列表">退订邮件列表</h1>
<p>如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。</p>
<p>退订邮件列表的步骤如下：</p>
<ol>
diff --git a/cn/docs/contribution-guidelines/subscribe/index.html b/cn/docs/contribution-guidelines/subscribe/index.html
index 01dc6e2c..d6ef31ee 100644
--- a/cn/docs/contribution-guidelines/subscribe/index.html
+++ b/cn/docs/contribution-guidelines/subscribe/index.html
@@ -3,39 +3,39 @@
通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。
回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。
现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区 …"><meta property="og:title" content="订阅社区邮箱"><meta property="og:description" content="按照以下步骤订阅邮件列表：
-通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。 回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。 现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。 如果您想取消订阅邮件列表，只需发送邮件至 dev-unsubscribe@hugegraph.apache.org，然后按照确认邮件中的步骤操作即可。 您可以随时订阅邮件列表。此外，您也可以直接浏览历史邮件/所有邮件（即使没有订阅列表）。
+通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。 回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。 现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。 您可以随时订阅邮件列表。此外，您也可以直接浏览历史邮件/所有邮件（即使没有订阅列表）。
注意事项：
如果您没有收到确认邮件，请在24小时后再重试发送邮件。 在成功订阅邮件列表之前，请勿发送电子邮件到 dev（未订阅发送的邮件将被自动拦截）。 HugeGraph提供了一个供开发和用户讨论的电子邮件列表。
hugegraph-dev: dev@hugegraph.apache.org 用于开发和用户讨论。 有关邮件订阅的更多信息，请参阅：
-https://lists.apache.org/list.html?dev@hugegraph.apache.org http://apache.org/foundation/mailinglists.html#subscribing 退订邮件列表 👋🏻 如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。
+https://lists.apache.org/list.html?dev@hugegraph.apache.org http://apache.org/foundation/mailinglists.html#subscribing 退订邮件列表 如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。
退订邮件列表的步骤如下：
使用您订阅时的电子邮件发送邮件到 dev-unsubscribe@hugegraph.apache.org（主题和内容任意）。
收到确认邮件并回复。完成第一步后，您将收到来自 dev-help@hugegraph.apache.org 的确认邮件（如果未收到，请确认邮件是否被自动归类为垃圾邮件、推广邮件、订阅邮件等）。然后直接回复邮件，或点击邮件中的链接快速回复（主题和内容任意）。
-收到再见邮件。完成上述步骤后，您将收到一封主题为 “GOODBYE from dev@hugegraph.apache.org” 的再见邮件，表示您已成功退订 Apache HugeGraph 邮件列表，您将不再接收来自 dev@hugegraph.apache.org 的邮件。"><meta property="og:type" content="article"><meta property="og:url" content="/cn/docs/contribution-guidelines/subscribe/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2023-06-08T22:44:37+08:00"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="订阅社区邮箱"><meta i [...]
-通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。 回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。 现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。 如果您想取消订阅邮件列表，只需发送邮件至 dev-unsubscribe@hugegraph.apache.org，然后按照确认邮件中的步骤操作即可。 您可以随时订阅邮件列表。此外，您也可以直接浏览历史邮件/所有邮件（即使没有订阅列表）。
+收到再见邮件。完成上述步骤后，您将收到一封主题为 “GOODBYE from dev@hugegraph.apache.org” 的再见邮件，表示您已成功退订 Apache HugeGraph 邮件列表，您将不再接收来自 dev@hugegraph.apache.org 的邮件。"><meta property="og:type" content="article"><meta property="og:url" content="/cn/docs/contribution-guidelines/subscribe/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2023-06-17T14:43:04+08:00"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="订阅社区邮箱"><meta i [...]
+通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。 回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。 现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。 您可以随时订阅邮件列表。此外，您也可以直接浏览历史邮件/所有邮件（即使没有订阅列表）。
注意事项：
如果您没有收到确认邮件，请在24小时后再重试发送邮件。 在成功订阅邮件列表之前，请勿发送电子邮件到 dev（未订阅发送的邮件将被自动拦截）。 HugeGraph提供了一个供开发和用户讨论的电子邮件列表。
hugegraph-dev: dev@hugegraph.apache.org 用于开发和用户讨论。 有关邮件订阅的更多信息，请参阅：
-https://lists.apache.org/list.html?dev@hugegraph.apache.org http://apache.org/foundation/mailinglists.html#subscribing 退订邮件列表 👋🏻 如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。
+https://lists.apache.org/list.html?dev@hugegraph.apache.org http://apache.org/foundation/mailinglists.html#subscribing 退订邮件列表 如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。
退订邮件列表的步骤如下：
使用您订阅时的电子邮件发送邮件到 dev-unsubscribe@hugegraph.apache.org（主题和内容任意）。
收到确认邮件并回复。完成第一步后，您将收到来自 dev-help@hugegraph.apache.org 的确认邮件（如果未收到，请确认邮件是否被自动归类为垃圾邮件、推广邮件、订阅邮件等）。然后直接回复邮件，或点击邮件中的链接快速回复（主题和内容任意）。
-收到再见邮件。完成上述步骤后，您将收到一封主题为 “GOODBYE from dev@hugegraph.apache.org” 的再见邮件，表示您已成功退订 Apache HugeGraph 邮件列表，您将不再接收来自 dev@hugegraph.apache.org 的邮件。"><meta itemprop=dateModified content="2023-06-08T22:44:37+08:00"><meta itemprop=wordCount content="40"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="订阅社区邮箱"><meta name=twitter:description content="按照以下步骤订阅邮件列表：
-通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。 回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。 现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。 如果您想取消订阅邮件列表，只需发送邮件至 dev-unsubscribe@hugegraph.apache.org，然后按照确认邮件中的步骤操作即可。 您可以随时订阅邮件列表。此外，您也可以直接浏览历史邮件/所有邮件（即使没有订阅列表）。
+收到再见邮件。完成上述步骤后，您将收到一封主题为 “GOODBYE from dev@hugegraph.apache.org” 的再见邮件，表示您已成功退订 Apache HugeGraph 邮件列表，您将不再接收来自 dev@hugegraph.apache.org 的邮件。"><meta itemprop=dateModified content="2023-06-17T14:43:04+08:00"><meta itemprop=wordCount content="37"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="订阅社区邮箱"><meta name=twitter:description content="按照以下步骤订阅邮件列表：
+通过您的电子邮件账户发送邮件至 dev-subscribe@hugegraph.apache.org，然后您将收到一封确认邮件。 回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。 现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。 您可以随时订阅邮件列表。此外，您也可以直接浏览历史邮件/所有邮件（即使没有订阅列表）。
注意事项：
如果您没有收到确认邮件，请在24小时后再重试发送邮件。 在成功订阅邮件列表之前，请勿发送电子邮件到 dev（未订阅发送的邮件将被自动拦截）。 HugeGraph提供了一个供开发和用户讨论的电子邮件列表。
hugegraph-dev: dev@hugegraph.apache.org 用于开发和用户讨论。 有关邮件订阅的更多信息，请参阅：
-https://lists.apache.org/list.html?dev@hugegraph.apache.org http://apache.org/foundation/mailinglists.html#subscribing 退订邮件列表 👋🏻 如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。
+https://lists.apache.org/list.html?dev@hugegraph.apache.org http://apache.org/foundation/mailinglists.html#subscribing 退订邮件列表 如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。
退订邮件列表的步骤如下：
使用您订阅时的电子邮件发送邮件到 dev-unsubscribe@hugegraph.apache.org（主题和内容任意）。
收到确认邮件并回复。完成第一步后，您将收到来自 dev-help@hugegraph.apache.org 的确认邮件（如果未收到，请确认邮件是否被自动归类为垃圾邮件、推广邮件、订阅邮件等）。然后直接回复邮件，或点击邮件中的链接快速回复（主题和内容任意）。
收到再见邮件。完成上述步骤后，您将收到一封主题为 “GOODBYE from dev@hugegraph.apache.org” 的再见邮件，表示您已成功退订 Apache HugeGraph 邮件列表，您将不再接收来自 dev@hugegraph.apache.org 的邮件。"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/fa [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
<a href=https://github.com/apache/incubator-hugegraph-doc/edit/master/content/cn/docs/contribution-guidelines/subscribe.md class=td-page-meta--edit target=_blank rel=noopener><i class="fa fa-edit fa-fw"></i> Edit this page</a>
<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/contribution-guidelines/subscribe.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22fro [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=%e8%ae%a2%e9%98%85%e7%a4%be%e5%8c%ba%e9%82%ae%e7%ae%b1" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/incubator-hugegraph/issues/new class=td-page-meta--project-issue target=_blank rel=noopener><i class="fas fa-tasks fa-fw"></i> Create project issue</a>
-<a id=print href=/cn/docs/contribution-guidelines/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" role=main><nav aria-label=breadcrumb class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=/cn/docs/>Documentation</a></li><li class=breadcrumb-item><a href=/cn/docs/contribution-guidelines/>Contribution Guidelines</a></li><li class="breadcrumb-item active" aria-current=page><a href=/cn/docs/ [...]
+<a id=print href=/cn/docs/contribution-guidelines/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" role=main><nav aria-label=breadcrumb class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=/cn/docs/>Documentation</a></li><li class=breadcrumb-item><a href=/cn/docs/contribution-guidelines/>Contribution Guidelines</a></li><li class="breadcrumb-item active" aria-current=page><a href=/cn/docs/ [...]
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diff --git a/cn/docs/contribution-guidelines/validate-release/index.html b/cn/docs/contribution-guidelines/validate-release/index.html
index 2895332c..59b58d9a 100644
--- a/cn/docs/contribution-guidelines/validate-release/index.html
+++ b/cn/docs/contribution-guidelines/validate-release/index.html
@@ -13,7 +13,7 @@ Note: 这篇文档会持续更新。
验证阶段 当内部的临时发布和打包工作完成后, 其他的社区开发者(尤其是 PMC)需要参与到验证环节确保某个人发布版本的"正确性 + 完整性", 这里需要每个人都尽量参与, 然后后序邮件回复的时候说明自己已检查了哪些项. (下面是核心项)
1. 准备工作 如果本地没有 svn 或 gpg 或 wget 环境, 建议先安装一下 (windows 推荐使用 WSL2 环境, 或者至少是 git-bash), 同时确保安装Java(推荐11)和maven软件。
# 1. 安装svn # ubuntu/debian sudo apt install subversion -y # MacOS brew install subversion # 验证安装是否成功, 执行以下命令: svn --version # 2. 安装gpg # ubuntu/debian sudo apt-get install gnupg -y # MacOS brew install gnupg # 验证安装是否成功, 执行以下命令: gpg --version # 3."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=%e9%aa%8c%e8%af%81%20Apache%20%e5%8f%91%e7%89%88" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/download/download/index.html b/cn/docs/download/download/index.html
index e2b6897f..56cddc38 100644
--- a/cn/docs/download/download/index.html
+++ b/cn/docs/download/download/index.html
@@ -11,15 +11,15 @@ download
HugeGraph-Server …"><meta property="og:title" content="Download HugeGraph"><meta property="og:description" content="Latest version The latest HugeGraph: 1.0.0, released on 2023-02-22(how to build from source).
-components description download HugeGraph-Server HugeGraph 的主程序 1.0.0(备用) HugeGraph-Toolchain 数据导入/导出/备份, Web 可视化图形界面等工具合集 1.0.0(备用) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release Notes 1.0.0 2023-02-22 [Source] [Sign] [SHA512] [Source] [Sign] [SHA512] [Source] [...]
-components description download HugeGraph-Server HugeGraph 的主程序 1.0.0(备用) HugeGraph-Toolchain 数据导入/导出/备份, Web 可视化图形界面等工具合集 1.0.0(备用) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release Notes 1.0.0 2023-02-22 [Source] [Sign] [SHA512] [Source] [Sign] [SHA512] [Source] [...]
-components description download HugeGraph-Server HugeGraph 的主程序 1.0.0(备用) HugeGraph-Toolchain 数据导入/导出/备份, Web 可视化图形界面等工具合集 1.0.0(备用) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release Notes 1.0.0 2023-02-22 [Source] [Sign] [SHA512] [Source] [Sign] [SHA512] [Source] [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
+components description download HugeGraph-Server HugeGraph 的主程序 1.0.0(备用) HugeGraph-Toolchain 数据导入/导出/备份, Web 可视化图形界面等工具合集 1.0.0(备用) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release Notes 1.0.0 2023-02-22 [Source] [Sign] [SHA512] [Source] [Sign] [SHA512] [Source] [...]
+components description download HugeGraph-Server HugeGraph 的主程序 1.0.0(备用) HugeGraph-Toolchain 数据导入/导出/备份, Web 可视化图形界面等工具合集 1.0.0(备用) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release Notes 1.0.0 2023-02-22 [Source] [Sign] [SHA512] [Source] [Sign] [SHA512] [Source] [...]
+components description download HugeGraph-Server HugeGraph 的主程序 1.0.0(备用) HugeGraph-Toolchain 数据导入/导出/备份, Web 可视化图形界面等工具合集 1.0.0(备用) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release Notes 1.0.0 2023-02-22 [Source] [Sign] [SHA512] [Source] [Sign] [SHA512] [Source] [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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-<a id=print href=/cn/docs/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><ul><li><a href=#latest-version>Latest version</a></li><li><a href=#binary-versions-mapping>Binary Versions mapping</a></li><li><a href=#source-versions-mapping>Source Versions mapping</a></li><li><a href=#旧版本下载地址-outdated-versions-mapping>旧版本下载地址 (Outdated Versions mapping)</a></li><li><a href=#release-notes-old-version>Release Notes (old ve [...]
+<a id=print href=/cn/docs/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><ul><li><a href=#latest-version>Latest version</a></li><li><a href=#binary-versions-mapping>Binary Versions mapping</a></li><li><a href=#source-versions-mapping>Source Versions mapping</a></li><li><a href=#旧版本下载地址-outdated-versions-mapping>旧版本下载地址 (Outdated Versions Mapping)</a></li><li><a href=#release-notes-old-version>Release Notes (old ve [...]
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diff --git a/cn/docs/guides/architectural/index.html b/cn/docs/guides/architectural/index.html
index d5fee924..3217aad3 100644
--- a/cn/docs/guides/architectural/index.html
+++ b/cn/docs/guides/architectural/index.html
@@ -6,7 +6,7 @@ HugeCore ：HugeGraph的核心模块，TinkerPop的接口主要在该模块中
HugeCore ：HugeGraph的核心模块，TinkerPop的接口主要在该模块中实现。HugeCore的功能涵盖包括OLTP和OLAP两个部分。 ApiServer ：提供RESTFul Api接口，对外提供Graph Api、Schema Api和Gremlin Api等接口服务。 HugeGraph-Client：基于Java客户端驱动程序。HugeGraph-Client是Java版本客户端驱动程序，后续可根据需要提供Python、Go、C++等多语言支持。 HugeGraph-Loader：数据导入模块。HugeGraph-Loader可以扫描并分析现有数据，自动生成Graph Schema创建语言，通过批量方式快速导入数据。 HugeGraph-Studio：基于Web的可视化IDE环境。以Notebook方式记录Gremlin查询，可视化展示Graph的关联关系。HugeGraph-Studio也是本系统推荐的工具。 HugeGraph-Computer：HugeGraph-Computer是一个分布式图处理系统 (OLAP)。 "><meta it [...]
2 组件 HugeGraph的主要功能分为HugeCore、ApiServer、HugeGraph-Client、HugeGraph-Loader和HugeGraph-Studio等组件构成，各组件之间的通信关系如下图所示。
HugeCore ：HugeGraph的核心模块，TinkerPop的接口主要在该模块中实现。HugeCore的功能涵盖包括OLTP和OLAP两个部分。 ApiServer ：提供RESTFul Api接口，对外提供Graph Api、Schema Api和Gremlin Api等接口服务。 HugeGraph-Client：基于Java客户端驱动程序。HugeGraph-Client是Java版本客户端驱动程序，后续可根据需要提供Python、Go、C++等多语言支持。 HugeGraph-Loader：数据导入模块。HugeGraph-Loader可以扫描并分析现有数据，自动生成Graph Schema创建语言，通过批量方式快速导入数据。 HugeGraph-Studio：基于Web的可视化IDE环境。以Notebook方式记录Gremlin查询，可视化展示Graph的关联关系。HugeGraph-Studio也是本系统推荐的工具。 HugeGraph-Computer：HugeGraph-Computer是一个分布式图处理系统 (OLAP)。 "><link re [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/guides/backup-restore/index.html b/cn/docs/guides/backup-restore/index.html
index 36d7e533..006e2e03 100644
--- a/cn/docs/guides/backup-restore/index.html
+++ b/cn/docs/guides/backup-restore/index.html
@@ -28,7 +28,7 @@ Backup bin/hugegraph backup -t all -d data 该命令将 http://127.0.0.1 的 hug
Backup 在三种图模式下都可以正常工作
Restore Restore 有两种模式： RESTORING 和 MERGING，备份之前首先要根据需要设置图模式。
步骤1：查看并设置图模式 bin/hugegraph graph-mode-get 该命令用于查看当前图模式，包括：NONE、RESTORING、MERGING。"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Backup%20Restore" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/guides/custom-plugin/index.html b/cn/docs/guides/custom-plugin/index.html
index 58563066..c828c783 100644
--- a/cn/docs/guides/custom-plugin/index.html
+++ b/cn/docs/guides/custom-plugin/index.html
@@ -12,7 +12,7 @@ public class RocksDBStoreProvider extends AbstractBackendStoreProvider { protect
后端存储 序列化器 自定义配置项 分词器 插件实现机制 HugeGraph提供插件接口HugeGraphPlugin，通过Java SPI机制支持插件化 HugeGraph提供了4个扩展项注册函数：registerOptions()、registerBackend()、registerSerializer()、registerAnalyzer() 插件实现者实现相应的Options、Backend、Serializer或Analyzer的接口 插件实现者实现HugeGraphPlugin接口的register()方法，在该方法中注册上述第3点所列的具体实现类，并打成jar包 插件使用者将jar包放在HugeGraph Server安装目录的plugins目录下，修改相关配置项为插件自定义值，重启即可生效 插件实现流程实例 1 新建一个maven项目 1.1 项目名称取名：hugegraph-plugin-demo 1.2 添加hugegraph-core Jar包依赖 maven pom.xml详细内容如下：
<?xml version="1.0" encoding="UTF-8"?> <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> <modelVersion>4.0.0</modelVersion> <groupId>com.baidu.hugegraph</groupId> <artifactId>hugegraph-plugin-demo</artifactId> <version>1.0.0</version> <packaging>jar</packaging> <name>hugegraph-plugin-demo</name> [...]
public class RocksDBStoreProvider extends AbstractBackendStoreProvider { protected String database() { return this."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymo [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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diff --git a/cn/docs/guides/desgin-concept/index.html b/cn/docs/guides/desgin-concept/index.html
index eb065709..d26d2c9e 100644
--- a/cn/docs/guides/desgin-concept/index.html
+++ b/cn/docs/guides/desgin-concept/index.html
@@ -26,7 +26,7 @@ HugeGraph对应的存储概念模型也是参考Property Graph而设计的，具
3. VertexId 策略 HugeGraph的Vertex支持三种ID策略，在同一个图数据库中不同的VertexLabel可以使用不同的Id策略，目前HugeGraph支持的Id策略分别是：
自动生成（AUTOMATIC）：使用Snowflake算法自动生成全局唯一Id，Long类型； 主键（PRIMARY_KEY）：通过VertexLabel+PrimaryKeyValues生成Id，String类型； 自定义（CUSTOMIZE_STRING|CUSTOMIZE_NUMBER）：用户自定义Id，分为String和Long类型两种，需自己保证Id的唯一性； 默认的Id策略是AUTOMATIC，如果用户调用primaryKeys()方法并设置了正确的PrimaryKeys，则自动启用PRIMARY_KEY策略。 启用PRIMARY_KEY策略后HugeGraph能根据PrimaryKeys实现数据去重。
AUTOMATIC ID策略 schema.vertexLabel("person") .useAutomaticId() .properties("name", "age", "city") .create(); graph.addVertex(T.label, "person","name", "marko", "age", 18, "city", "Beijing"); PRIMARY_KEY ID策略 schema.vertexLabel("person") .usePrimaryKeyId() .properties("name", "age", "city") ."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb [...]
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diff --git a/cn/docs/guides/faq/index.html b/cn/docs/guides/faq/index.html
index 928c2a28..25845afe 100644
--- a/cn/docs/guides/faq/index.html
+++ b/cn/docs/guides/faq/index.html
@@ -63,7 +63,7 @@ start-hugegraph.sh会打开所有gremlin-server.yaml的graphs下的图，这二
服务端返回的批量顶点/边是压缩（gzip）过的，可以使用管道重定向至 gunzip 进行解压（curl http://example | gunzip），也可以用Firefox的postman或者Chrome浏览器的restlet插件发请求，会自动解压缩响应数据。
使用顶点Id通过RESTful API查询顶点时返回空，但是顶点确实是存在的
检查顶点Id的类型，如果是字符串类型，API的url中的id部分需要加上双引号，数字类型则不用加。"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/cn/docs/guides/index.html b/cn/docs/guides/index.html
index 18e53bdb..6c21887e 100644
--- a/cn/docs/guides/index.html
+++ b/cn/docs/guides/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/guides/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/guides/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x1 [...]
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diff --git a/cn/docs/index.html b/cn/docs/index.html
index 60064c84..d208253f 100644
--- a/cn/docs/index.html
+++ b/cn/docs/index.html
@@ -1,6 +1,6 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=1 [...]
"><meta property="og:title" content="Documentation"><meta property="og:description" content="Apache HugeGraph 官网"><meta property="og:type" content="website"><meta property="og:url" content="/cn/docs/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="Documentation"><meta itemprop=description content="Apache HugeGraph 官网"><meta name=twitter:card content="summary"><meta name=twitter:title content="Documentation"><meta name=twitter:description content="Apache Hu [...]
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diff --git a/cn/docs/index.xml b/cn/docs/index.xml
index 6b912535..e329b9fe 100644
--- a/cn/docs/index.xml
+++ b/cn/docs/index.xml
@@ -3817,7 +3817,7 @@ HugeGraph目前采用EdgeCut的分区方案。</p>
</tbody>
</table>
<hr>
-<h3 id="旧版本下载地址-outdated-versions-mapping">旧版本下载地址 (Outdated Versions mapping)</h3>
+<h3 id="旧版本下载地址-outdated-versions-mapping">旧版本下载地址 (Outdated Versions Mapping)</h3>
<table>
<thead>
<tr>
@@ -6503,7 +6503,6 @@ HugeGraph Toolchain 版本: toolchain-1.0.0</p>
<li>通过您的电子邮件账户发送邮件至 <a href="mailto:dev-subscribe@hugegraph.apache.org">dev-subscribe@hugegraph.apache.org</a>，然后您将收到一封确认邮件。</li>
<li>回复确认邮件以确认您的订阅。然后，您将收到另一封确认邮件。</li>
<li>现在您已经成为该邮件列表的订阅者。如果您有更多问题，只需发送邮件到邮件列表，社区同学看到后会及时回复。</li>
-<li>如果您想取消订阅邮件列表，只需发送邮件至 <a href="mailto:dev-unsubscribe@hugegraph.apache.org">dev-unsubscribe@hugegraph.apache.org</a>，然后按照确认邮件中的步骤操作即可。</li>
</ul>
<p>您可以随时订阅邮件列表。此外，您也可以直接浏览<a href="https://lists.apache.org/list.html?dev@hugegraph.apache.org">历史邮件/所有邮件</a>（即使没有订阅列表）。</p>
<p>注意事项：</p>
@@ -6520,7 +6519,7 @@ HugeGraph Toolchain 版本: toolchain-1.0.0</p>
<li><a href="https://lists.apache.org/list.html?dev@hugegraph.apache.org">https://lists.apache.org/list.html?dev@hugegraph.apache.org</a></li>
<li><a href="http://apache.org/foundation/mailinglists.html#subscribing">http://apache.org/foundation/mailinglists.html#subscribing</a></li>
</ul>
-<h1 id="退订邮件列表-">退订邮件列表 👋🏻</h1>
+<h1 id="退订邮件列表">退订邮件列表</h1>
<p>如果您不再需要了解 HugeGraph 的最新动态，可以退订邮件列表。</p>
<p>退订邮件列表的步骤如下：</p>
<ol>
@@ -7777,133 +7776,6 @@ HugeGraph Toolchain 版本: toolchain-1.0.0</p>
<li>删除 Hadoop 对 Jersey 1.19的依赖 （hugegraph-tools #31）</li>
<li>优化子命令在 help 信息中的排序 （hugegraph-tools #37）</li>
<li>使用 log4j2 清除 log4j 的警告信息 （hugegraph-tools #39）</li>
-</ul></description></item><item><title>Docs: v0.4.4</title><link>/cn/docs/performance/api-preformance/hugegraph-api-0.4.4/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/performance/api-preformance/hugegraph-api-0.4.4/</guid><description>
-<h3 id="1-测试环境">1 测试环境</h3>
-<p>被压机器信息</p>
-<table>
-<thead>
-<tr>
-<th>机器编号</th>
-<th>CPU</th>
-<th>Memory</th>
-<th>网卡</th>
-<th>磁盘</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>1</td>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-<td>1.4T HDD</td>
-</tr>
-<tr>
-<td>2</td>
-<td>48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz</td>
-<td>128G</td>
-<td>10000Mbps</td>
-<td>750GB SSD,2.7T HDD</td>
-</tr>
-</tbody>
-</table>
-<ul>
-<li>起压力机器信息：与编号 1 机器同配置</li>
-<li>测试工具：apache-Jmeter-2.5.1</li>
-</ul>
-<p>注：起压机器和被压机器在同一机房</p>
-<h3 id="2-测试说明">2 测试说明</h3>
-<h4 id="21-名词定义时间的单位均为ms">2.1 名词定义（时间的单位均为ms）</h4>
-<ul>
-<li>Samples &ndash; 本次场景中一共完成了多少个线程</li>
-<li>Average &ndash; 平均响应时间</li>
-<li>Median &ndash; 统计意义上面的响应时间的中值</li>
-<li>90% Line &ndash; 所有线程中90%的线程的响应时间都小于xx</li>
-<li>Min &ndash; 最小响应时间</li>
-<li>Max &ndash; 最大响应时间</li>
-<li>Error &ndash; 出错率</li>
-<li>Throughput &ndash; 吞吐量</li>
-<li>KB/sec &ndash; 以流量做衡量的吞吐量</li>
-</ul>
-<h4 id="22-底层存储">2.2 底层存储</h4>
-<p>后端存储使用RocksDB，HugeGraph与RocksDB都在同一机器上启动，server相关的配置文件除主机和端口有修改外，其余均保持默认。</p>
-<h3 id="3-性能结果总结">3 性能结果总结</h3>
-<ol>
-<li>HugeGraph每秒能够处理的请求数目上限是7000</li>
-<li>批量插入速度远大于单条插入，在服务器上测试结果达到22w edges/s，37w vertices/s</li>
-<li>后端是RocksDB，增大CPU数目和内存大小可以增大批量插入的性能。CPU和内存扩大一倍，性能增加45%-60%</li>
-<li>批量插入场景，使用SSD替代HDD，性能提升较小，只有3%-5%</li>
-</ol>
-<h3 id="4-测试结果及分析">4 测试结果及分析</h3>
-<h4 id="41-batch插入">4.1 batch插入</h4>
-<h5 id="411-压力上限测试">4.1.1 压力上限测试</h5>
-<h6 id="测试方法">测试方法</h6>
-<p>不断提升并发量，测试server仍能正常提供服务的压力上限</p>
-<h6 id="压力参数">压力参数</h6>
-<p>持续时间：5min</p>
-<h6 id="顶点和边的最大插入速度高性能服务器使用ssd存储rocksdb数据">顶点和边的最大插入速度（高性能服务器，使用SSD存储RocksDB数据）：</h6>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/best.png" alt="image">
-</div>
-<h6 id="结论">结论：</h6>
-<ul>
-<li>并发1000，边的吞吐量是是451，每秒可处理的数据：451*500条=225500/s</li>
-<li>并发2000，顶点的吞吐量是1842.4，每秒可处理的数据：1842.4*200=368480/s</li>
-</ul>
-<p><strong>1. CPU和内存对插入性能的影响（服务器都使用HDD存储RocksDB数据，批量插入）</strong></p>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/cpu-memory.png" alt="image">
-</div>
-<h6 id="结论-1">结论：</h6>
-<ul>
-<li>同样使用HDD硬盘，CPU和内存增加了1倍</li>
-<li>边：吞吐量从268提升至426，性能提升了约60%</li>
-<li>顶点：吞吐量从1263.8提升至1842.4，性能提升了约45%</li>
-</ul>
-<p><strong>2. SSD和HDD对插入性能的影响（高性能服务器，批量插入）</strong></p>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/ssd.png" alt="image">
-</div>
-<h6 id="结论-2">结论：</h6>
-<ul>
-<li>边：使用SSD吞吐量451.7,使用HDD吞吐量426.6，性能提升5%</li>
-<li>顶点：使用SSD吞吐量1842.4，使用HDD吞吐量1794，性能提升约3%</li>
-</ul>
-<p><strong>3. 不同并发线程数对插入性能的影响（普通服务器，使用HDD存储RocksDB数据）</strong></p>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/threads-batch.png" alt="image">
-</div>
-<h6 id="结论-3">结论：</h6>
-<ul>
-<li>顶点：1000并发，响应时间7ms和1500并发响应时间1028ms差距悬殊，且吞吐量一直保持在1300左右，因此拐点数据应该在1300 ，且并发1300时，响应时间已达到22ms，在可控范围内，相比HugeGraph 0.2（1000并发：平均响应时间8959ms），处理能力出现质的飞跃；</li>
-<li>边：从1000并发到2000并发，处理时间过长，超过3s，且吞吐量几乎在270左右浮动，因此继续增大并发线程数吞吐量不会再大幅增长，270 是一个拐点，跟HugeGraph 0.2版本（1000并发：平均响应时间31849ms）相比较，处理能力提升非常明显；</li>
-</ul>
-<h4 id="42-single插入">4.2 single插入</h4>
-<h5 id="421-压力上限测试">4.2.1 压力上限测试</h5>
-<h6 id="测试方法-1">测试方法</h6>
-<p>不断提升并发量，测试server仍能正常提供服务的压力上限</p>
-<h6 id="压力参数-1">压力参数</h6>
-<ul>
-<li>持续时间：5min</li>
-<li>服务异常标志：错误率大于0.00%</li>
-</ul>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/threads-single.png" alt="image">
-</div>
-<h6 id="结论-4">结论：</h6>
-<ul>
-<li>顶点：
-<ul>
-<li>4000并发：正常，无错误率，平均耗时小于1ms， 6000并发无错误，平均耗时5ms，在可接受范围内；</li>
-<li>8000并发：存在0.01%的错误，已经无法处理，出现connection timeout错误，顶峰应该在7000左右</li>
-</ul>
-</li>
-<li>边：
-<ul>
-<li>4000并发：响应时间1ms，6000并发无任何异常，平均响应时间8ms，主要差异在于 IO network recv和send以及CPU）；</li>
-<li>8000并发：存在0.01%的错误率，平均耗15ms，拐点应该在7000左右，跟顶点结果匹配；</li>
-</ul>
-</li>
</ul></description></item><item><title>Docs: VertexLabel API</title><link>/cn/docs/clients/restful-api/vertexlabel/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/clients/restful-api/vertexlabel/</guid><description>
<h3 id="13-vertexlabel">1.3 VertexLabel</h3>
<p>假设已经创建好了1.1.3中列出来的 PropertyKeys</p>
@@ -8754,346 +8626,6 @@ HugeGraph Toolchain 版本: toolchain-1.0.0</p>
<h4 id="bug修复-3">BUG修复</h4>
<ul>
<li>修复 restore 命令总是使用 &lsquo;hugegraph&rsquo; 作为目标图的问题，支持指定图 （hugegraph-tools #26）</li>
-</ul></description></item><item><title>Docs: v0.2</title><link>/cn/docs/performance/api-preformance/hugegraph-api-0.2/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/performance/api-preformance/hugegraph-api-0.2/</guid><description>
-<h3 id="1-测试环境">1 测试环境</h3>
-<h4 id="11-软硬件信息">1.1 软硬件信息</h4>
-<p>起压和被压机器配置相同，基本参数如下：</p>
-<table>
-<thead>
-<tr>
-<th>CPU</th>
-<th>Memory</th>
-<th>网卡</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-</tr>
-</tbody>
-</table>
-<p>测试工具：apache-Jmeter-2.5.1</p>
-<h4 id="12-服务配置">1.2 服务配置</h4>
-<ul>
-<li>HugeGraph版本：0.2</li>
-<li>后端存储：使用服务内嵌的cassandra-3.10，单点部署；</li>
-<li>后端配置修改：修改了cassandra.yaml文件中的以下两个属性，其余选项均保持默认</li>
-</ul>
-<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span> batch_size_warn_threshold_in_kb: 1000
-</span></span><span style="display:flex;"><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul>
-<li>HugeGraphServer 与 HugeGremlinServer 与cassandra都在同一机器上启动，server 相关的配置文件除主机和端口有修改外，其余均保持默认。</li>
-</ul>
-<h4 id="13-名词解释">1.3 名词解释</h4>
-<ul>
-<li>Samples &ndash; 本次场景中一共完成了多少个线程</li>
-<li>Average &ndash; 平均响应时间</li>
-<li>Median &ndash; 统计意义上面的响应时间的中值</li>
-<li>90% Line &ndash; 所有线程中90%的线程的响应时间都小于xx</li>
-<li>Min &ndash; 最小响应时间</li>
-<li>Max &ndash; 最大响应时间</li>
-<li>Error &ndash; 出错率</li>
-<li>Throughput &ndash; 吞吐量Â</li>
-<li>KB/sec &ndash; 以流量做衡量的吞吐量</li>
-</ul>
-<p><em>注：时间的单位均为ms</em></p>
-<h3 id="2-测试结果">2 测试结果</h3>
-<h4 id="21-schema">2.1 schema</h4>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>property_keys</td>
-<td>331000</td>
-<td>1</td>
-<td>1</td>
-<td>2</td>
-<td>0</td>
-<td>172</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>178.1</td>
-</tr>
-<tr>
-<td>vertex_labels</td>
-<td>331000</td>
-<td>1</td>
-<td>2</td>
-<td>2</td>
-<td>1</td>
-<td>126</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>193.4</td>
-</tr>
-<tr>
-<td>edge_labels</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>158</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>242.8</td>
-</tr>
-</tbody>
-</table>
-<p>结论：schema的接口，在1000并发持续5分钟的压力下，平均响应时间1-2ms，无压力</p>
-<h4 id="22-single-插入">2.2 single 插入</h4>
-<h5 id="221-插入速率测试">2.2.1 插入速率测试</h5>
-<h6 id="压力参数">压力参数</h6>
-<p>测试方法：固定并发量，测试server和后端的处理速率</p>
-<ul>
-<li>并发量：1000</li>
-<li>持续时间：5min</li>
-</ul>
-<h6 id="性能指标">性能指标</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>single_insert_vertices</td>
-<td>331000</td>
-<td>0</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>21</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>234.4</td>
-</tr>
-<tr>
-<td>single_insert_edges</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>53</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>309.1</td>
-</tr>
-</tbody>
-</table>
-<h6 id="结论">结论</h6>
-<ul>
-<li>顶点：平均响应时间1ms，每个请求插入一条数据，平均每秒处理920个请求，则每秒平均总共处理的数据为1*920约等于920条数据；</li>
-<li>边：平均响应时间1ms，每个请求插入一条数据，平均每秒处理920个请求，则每秒平均总共处理的数据为1*920约等于920条数据；</li>
-</ul>
-<h5 id="222-压力上限测试">2.2.2 压力上限测试</h5>
-<p>测试方法：不断提升并发量，测试server仍能正常提供服务的压力上限</p>
-<h6 id="压力参数-1">压力参数</h6>
-<ul>
-<li>持续时间：5min</li>
-<li>服务异常标志：错误率大于0.00%</li>
-</ul>
-<h6 id="性能指标-1">性能指标</h6>
-<table>
-<thead>
-<tr>
-<th>Concurrency</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>2000(vertex)</td>
-<td>661916</td>
-<td>1</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>3012</td>
-<td>0.00%</td>
-<td>1842.9/sec</td>
-<td>469.1</td>
-</tr>
-<tr>
-<td>4000(vertex)</td>
-<td>1316124</td>
-<td>13</td>
-<td>1</td>
-<td>14</td>
-<td>0</td>
-<td>9023</td>
-<td>0.00%</td>
-<td>3673.1/sec</td>
-<td>935.0</td>
-</tr>
-<tr>
-<td>5000(vertex)</td>
-<td>1468121</td>
-<td>1010</td>
-<td>1135</td>
-<td>1227</td>
-<td>0</td>
-<td>9223</td>
-<td>0.06%</td>
-<td>4095.6/sec</td>
-<td>1046.0</td>
-</tr>
-<tr>
-<td>7000(vertex)</td>
-<td>1378454</td>
-<td>1617</td>
-<td>1708</td>
-<td>1886</td>
-<td>0</td>
-<td>9361</td>
-<td>0.08%</td>
-<td>3860.3/sec</td>
-<td>987.1</td>
-</tr>
-<tr>
-<td>2000(edge)</td>
-<td>629399</td>
-<td>953</td>
-<td>1043</td>
-<td>1113</td>
-<td>1</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1750.3/sec</td>
-<td>587.6</td>
-</tr>
-<tr>
-<td>3000(edge)</td>
-<td>648364</td>
-<td>2258</td>
-<td>2404</td>
-<td>2500</td>
-<td>2</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1810.7/sec</td>
-<td>607.9</td>
-</tr>
-<tr>
-<td>4000(edge)</td>
-<td>649904</td>
-<td>1992</td>
-<td>2112</td>
-<td>2211</td>
-<td>1</td>
-<td>9001</td>
-<td>0.06%</td>
-<td>1812.5/sec</td>
-<td>608.5</td>
-</tr>
-</tbody>
-</table>
-<h6 id="结论-1">结论</h6>
-<ul>
-<li>顶点：
-<ul>
-<li>4000并发：正常，无错误率，平均耗时13ms；</li>
-<li>5000并发：每秒处理5000个数据的插入，就会存在0.06%的错误，应该已经处理不了了，顶峰应该在4000</li>
-</ul>
-</li>
-<li>边：
-<ul>
-<li>1000并发：响应时间2ms，跟2000并发的响应时间相差较多，主要是 IO network rec和send以及CPU几乎增加了一倍）；</li>
-<li>2000并发：每秒处理2000个数据的插入，平均耗时953ms，平均每秒处理1750个请求；</li>
-<li>3000并发：每秒处理3000个数据的插入，平均耗时2258ms，平均每秒处理1810个请求；</li>
-<li>4000并发：每秒处理4000个数据的插入，平均每秒处理1812个请求；</li>
-</ul>
-</li>
-</ul>
-<h4 id="23-batch-插入">2.3 batch 插入</h4>
-<h5 id="231-插入速率测试">2.3.1 插入速率测试</h5>
-<h6 id="压力参数-2">压力参数</h6>
-<p>测试方法：固定并发量，测试server和后端的处理速率</p>
-<ul>
-<li>并发量：1000</li>
-<li>持续时间：5min</li>
-</ul>
-<h6 id="性能指标-2">性能指标</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>batch_insert_vertices</td>
-<td>37162</td>
-<td>8959</td>
-<td>9595</td>
-<td>9704</td>
-<td>17</td>
-<td>9852</td>
-<td>0.00%</td>
-<td>103.4/sec</td>
-<td>393.3</td>
-</tr>
-<tr>
-<td>batch_insert_edges</td>
-<td>10800</td>
-<td>31849</td>
-<td>34544</td>
-<td>35132</td>
-<td>435</td>
-<td>35747</td>
-<td>0.00%</td>
-<td>28.8/sec</td>
-<td>814.9</td>
-</tr>
-</tbody>
-</table>
-<h6 id="结论-2">结论</h6>
-<ul>
-<li>顶点：平均响应时间为8959ms，处理时间过长。每个请求插入199条数据，平均每秒处理103个请求，则每秒平均总共处理的数据为199*131约等于2w条数据；</li>
-<li>边：平均响应时间31849ms，处理时间过长。每个请求插入499个数据，平均每秒处理28个请求，则每秒平均总共处理的数据为28*499约等于13900条数据；</li>
</ul></description></item><item><title>Docs: HugeGraph-Hubble Quick Start</title><link>/cn/docs/quickstart/hugegraph-hubble/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/quickstart/hugegraph-hubble/</guid><description>
<h3 id="1-hugegraph-hubble概述">1 HugeGraph-Hubble概述</h3>
<p>HugeGraph是一款面向分析型，支持批量操作的图数据库系统，它由百度安全团队自主研发，全面支持<a href="https://tinkerpop.apache.org">Apache TinkerPop3</a>框架和<a href="https://tinkerpop.apache.org/gremlin.html">Gremlin</a>图查询语言，提供导出、备份、恢复等完善的工具链生态，有效解决海量图数据的存储、查询和关联分析需求。HugeGraph广泛应用于银行券商的风控打击、保险理赔、推荐搜索、公安犯罪打击、知识图谱构建、网络安全、IT运维等领域，致力于让更多行业、组织及用户享受到更广泛的数据综合价值。</p>
@@ -12436,4 +11968,2949 @@ HugeGraph Toolchain 版本: toolchain-1.0.0</p>
<li>IO部分的 gryo 和 graphson 的module分开（HugeGraph-1041）</li>
<li>增加query性能测试到PerfExample中（HugeGraph-1044）</li>
<li>关闭gremlin-server的metric日志（HugeGraph-1050）</li>
+</ul></description></item><item><title>Docs: Traverser API</title><link>/cn/docs/clients/restful-api/traverser/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/clients/restful-api/traverser/</guid><description>
+<h3 id="31-traverser-api概述">3.1 traverser API概述</h3>
+<p>HugeGraphServer为HugeGraph图数据库提供了RESTful API接口。除了顶点和边的CRUD基本操作以外，还提供了一些遍历（traverser）方法，我们称为<code>traverser API</code>。这些遍历方法实现了一些复杂的图算法，方便用户对图进行分析和挖掘。</p>
+<p>HugeGraph支持的Traverser API包括：</p>
+<ul>
+<li>K-out API，根据起始顶点，查找恰好N步可达的邻居，分为基础版和高级版：
+<ul>
+<li>基础版使用GET方法，根据起始顶点，查找恰好N步可达的邻居</li>
+<li>高级版使用POST方法，根据起始顶点，查找恰好N步可达的邻居，与基础版的不同在于：
+<ul>
+<li>支持只统计邻居数量</li>
+<li>支持边属性过滤</li>
+<li>支持返回到达邻居的最短路径</li>
+</ul>
+</li>
+</ul>
+</li>
+<li>K-neighbor API，根据起始顶点，查找N步以内可达的所有邻居，分为基础版和高级版：
+<ul>
+<li>基础版使用GET方法，根据起始顶点，查找N步以内可达的所有邻居</li>
+<li>高级版使用POST方法，根据起始顶点，查找N步以内可达的所有邻居，与基础版的不同在于：
+<ul>
+<li>支持只统计邻居数量</li>
+<li>支持边属性过滤</li>
+<li>支持返回到达邻居的最短路径</li>
+</ul>
+</li>
+</ul>
+</li>
+<li>Same Neighbors, 查询两个顶点的共同邻居</li>
+<li>Jaccard Similarity API，计算jaccard相似度，包括两种：
+<ul>
+<li>一种是使用GET方法，计算两个顶点的邻居的相似度（交并比）</li>
+<li>一种是使用POST方法，在全图中查找与起点的jaccard similarity最高的N个点</li>
+</ul>
+</li>
+<li>Shortest Path API，查找两个顶点之间的最短路径</li>
+<li>All Shortest Paths，查找两个顶点间的全部最短路径</li>
+<li>Weighted Shortest Path，查找起点到目标点的带权最短路径</li>
+<li>Single Source Shortest Path，查找一个点到其他各个点的加权最短路径</li>
+<li>Multi Node Shortest Path，查找指定顶点集之间两两最短路径</li>
+<li>Paths API，查找两个顶点间的全部路径，分为基础版和高级版：
+<ul>
+<li>基础版使用GET方法，根据起点和终点，查找两个顶点间的全部路径</li>
+<li>高级版使用POST方法，根据一组起点和一组终点，查找两个集合间符合条件的全部路径</li>
+</ul>
+</li>
+<li>Customized Paths API，从一批顶点出发，按（一种）模式遍历经过的全部路径</li>
+<li>Template Path API，指定起点和终点以及起点和终点间路径信息，查找符合的路径</li>
+<li>Crosspoints API，查找两个顶点的交点（共同祖先或者共同子孙）</li>
+<li>Customized Crosspoints API，从一批顶点出发，按多种模式遍历，最后一步到达的顶点的交点</li>
+<li>Rings API，从起始顶点出发，可到达的环路路径</li>
+<li>Rays API，从起始顶点出发，可到达边界的路径（即无环路径）</li>
+<li>Fusiform Similarity API，查找一个顶点的梭形相似点</li>
+<li>Vertices API
+<ul>
+<li>按ID批量查询顶点；</li>
+<li>获取顶点的分区；</li>
+<li>按分区查询顶点；</li>
+</ul>
+</li>
+<li>Edges API
+<ul>
+<li>按ID批量查询边；</li>
+<li>获取边的分区；</li>
+<li>按分区查询边；</li>
+</ul>
+</li>
+</ul>
+<h3 id="32-traverser-api详解">3.2. traverser API详解</h3>
+<p>使用方法中的例子，都是基于TinkerPop官网给出的图：</p>
+<p><img src="http://tinkerpop.apache.org/docs/3.4.0/images/tinkerpop-modern.png" alt="tinkerpop示例图"></p>
+<p>数据导入程序如下：</p>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-java" data-lang="java"><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">public</span> <span style="color:#204a87;font-weight:bold">class</span> <span style="color:#000">Loader</span> <span style="color:#ce5c00;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">public</span> <span style="color:#204a87;font-weight:bold">static</span> <span style="color:#204a87;font-weight:bold">void</span> <span style="color:#000">main</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">String</span><span style="color:#ce5c00;font-weight:bold">[]</span> <span style="color:#000">args [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">HugeClient</span> <span style="color:#000">client</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#204a87;font-weight:bold">new</span> <span style="color:#000">HugeClient</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;http://127.0.0.1:8080&#34;</span><span style="color:#ce5c0 [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">SchemaManager</span> <span style="color:#000">schema</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">client</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">schema</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asText</span><span style="color:#ce5c00;font-weight:bold" [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asInt</span><span style="color:#ce5c00;font-weight:bold">( [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asText</span><span style="color:#ce5c00;font-weight:bold" [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asDouble</span><span style="color:#ce5c00;font-weight:b [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;lang&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asText</span><span style="color:#ce5c00;font-weight:bold" [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;date&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asText</span><span style="color:#ce5c00;font-weight:bold" [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;price&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asInt</span><span style="color:#ce5c00;font-weight:bold" [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">vertexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="c [...]
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">primaryKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">nullableKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">vertexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;lang&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style=" [...]
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">primaryKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">nullableKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;price&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">indexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;personByCity&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">onV</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">by</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">secondary</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">indexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;personByAgeAndCity&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">onV</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">by</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">secondary</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">indexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;softwareByPrice&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">onV</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">by</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;price&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">range</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">edgeLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">multiTimes</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sourceLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">targetLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;date&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sortKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;date&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">nullableKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">edgeLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sourceLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">targetLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e [...]
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;date&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">nullableKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">indexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;createdByDate&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">onE</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">by</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;date&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">secondary</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">indexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;createdByWeight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">onE</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">by</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">range</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">indexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;knowsByWeight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">onE</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">by</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">range</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">GraphManager</span> <span style="color:#000">graph</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">client</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">graph</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">marko</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;fo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">29</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span><span style="colo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">vadas</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;fo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">27</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Hongkong&#34;</span><span style="col [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">lop</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font [...]
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;lang&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;price&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">328</span><span style="colo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">josh</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;fon [...]
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">32</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span><span style="colo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">ripple</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;f [...]
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;lang&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;price&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">199</span><span style="colo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">peter</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;fo [...]
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;age&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">35</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Shanghai&#34;</span><span style="col [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">marko</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">vadas</span><span style="color:#ce5c00;font-weight:bold">,</s [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">marko</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">josh</span><span style="color:#ce5c00;font-weight:bold">,</sp [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">marko</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">lop</span><span style="color:#ce5c00;font-weight:bold">,</s [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">josh</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">lop</span><span style="color:#ce5c00;font-weight:bold">,</sp [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">josh</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">ripple</span><span style="color:#ce5c00;font-weight:bold">,< [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">peter</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">lop</span><span style="color:#ce5c00;font-weight:bold">,</s [...]
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span><span style="color:#ce5c00;font-weight:bold">}</span>
+</span></span></code></pre></div><p>顶点ID为：</p>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>&#34;2:ripple&#34;,
+</span></span><span style="display:flex;"><span>&#34;1:vadas&#34;,
+</span></span><span style="display:flex;"><span>&#34;1:peter&#34;,
+</span></span><span style="display:flex;"><span>&#34;1:josh&#34;,
+</span></span><span style="display:flex;"><span>&#34;1:marko&#34;,
+</span></span><span style="display:flex;"><span>&#34;2:lop&#34;
+</span></span></code></pre></div><p>边ID为：</p>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>&#34;S1:peter&gt;2&gt;&gt;S2:lop&#34;,
+</span></span><span style="display:flex;"><span>&#34;S1:josh&gt;2&gt;&gt;S2:lop&#34;,
+</span></span><span style="display:flex;"><span>&#34;S1:josh&gt;2&gt;&gt;S2:ripple&#34;,
+</span></span><span style="display:flex;"><span>&#34;S1:marko&gt;1&gt;20130220&gt;S1:josh&#34;,
+</span></span><span style="display:flex;"><span>&#34;S1:marko&gt;1&gt;20160110&gt;S1:vadas&#34;,
+</span></span><span style="display:flex;"><span>&#34;S1:marko&gt;2&gt;&gt;S2:lop&#34;
+</span></span></code></pre></div><h4 id="321-k-out-apiget基础版">3.2.1 K-out API（GET，基础版）</h4>
+<h5 id="3211-功能介绍">3.2.1.1 功能介绍</h5>
+<p>根据起始顶点、方向、边的类型（可选）和深度depth，查找从起始顶点出发恰好depth步可达的顶点</p>
+<h6 id="params">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>max_depth：步数，必填项</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>nearest：nearest为true时，代表起始顶点到达结果顶点的最短路径长度为depth，不存在更短的路径；nearest为false时，代表起始顶点到结果顶点有一条长度为depth的路径（未必最短且可以有环），选填项，默认为true</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的顶点的最大数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3212-使用方法">3.2.1.2 使用方法</h5>
+<h6 id="method--url">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/kout?source=&#34;1:marko&#34;&amp;max_depth=2
+</span></span></code></pre></div><h6 id="response-status">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3213-适用场景">3.2.1.3 适用场景</h5>
+<p>查找恰好N步关系可达的顶点。两个例子：</p>
+<ul>
+<li>家族关系中，查找一个人的所有孙子，person A通过连续的两条“儿子”边到达的顶点集合。</li>
+<li>社交关系中发现潜在好友，例如：与目标用户相隔两层朋友关系的用户，可以通过连续两条“朋友”边到达的顶点。</li>
+</ul>
+<h4 id="322-k-out-apipost高级版">3.2.2 K-out API（POST，高级版）</h4>
+<h5 id="3221-功能介绍">3.2.2.1 功能介绍</h5>
+<p>根据起始顶点、步骤（包括方向、边类型和过滤属性）和深度depth，查找从起始顶点出发恰好depth步可达的顶点。</p>
+<blockquote>
+<p>与K-out基础版的不同在于：</p>
+<ul>
+<li>支持只统计邻居数量</li>
+<li>支持边属性过滤</li>
+<li>支持返回到达邻居的最短路径</li>
+</ul>
+</blockquote>
+<h6 id="params-1">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>从起始点出发的Step，必填项，结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+<li>max_depth：步数，必填项</li>
+<li>nearest：nearest为true时，代表起始顶点到达结果顶点的最短路径长度为depth，不存在更短的路径；nearest为false时，代表起始顶点到结果顶点有一条长度为depth的路径（未必最短且可以有环），选填项，默认为true</li>
+<li>count_only：Boolean值，true表示只统计结果的数目，不返回具体结果；false表示返回具体的结果，默认为false</li>
+<li>with_path：true表示返回起始点到每个邻居的最短路径，false表示不返回起始点到每个邻居的最短路径，选填项，默认为false</li>
+<li>with_vertex，选填项，默认为false：
+<ul>
+<li>true表示返回结果包含完整的顶点信息（路径中的全部顶点）
+<ul>
+<li>with_path为true时，返回所有路径中的顶点的完整信息</li>
+<li>with_path为false时，返回所有邻居的完整信息</li>
+</ul>
+</li>
+<li>false时表示只返回顶点id</li>
+</ul>
+</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的顶点的最大数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3222-使用方法">3.2.2.2 使用方法</h5>
+<h6 id="method--url-1">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/kout
+</span></span></code></pre></div><h6 id="request-body">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;source&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;step&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;BOTH&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">],&l [...]
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;P.gt(0.1)&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_depth&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;nearest&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_path&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-1">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-1">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;size&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">3</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;kout&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">29</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">32</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">27</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Hongkong&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3223-适用场景">3.2.2.3 适用场景</h5>
+<p>参见3.2.1.3</p>
+<h4 id="323-k-neighborget基础版">3.2.3 K-neighbor（GET，基础版）</h4>
+<h5 id="3231-功能介绍">3.2.3.1 功能介绍</h5>
+<p>根据起始顶点、方向、边的类型（可选）和深度depth，查找包括起始顶点在内、depth步之内可达的所有顶点</p>
+<blockquote>
+<p>相当于：起始顶点、K-out(1)、K-out(2)、&hellip; 、K-out(max_depth)的并集</p>
+</blockquote>
+<h6 id="params-2">Params</h6>
+<ul>
+<li>source: 起始顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>max_depth：步数，必填项</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>limit：返回的顶点的最大数目，也即遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3232-使用方法">3.2.3.2 使用方法</h5>
+<h6 id="method--url-2">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/kneighbor?source=“1:marko”&amp;max_depth=2
+</span></span></code></pre></div><h6 id="response-status-2">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-2">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3233-适用场景">3.2.3.3 适用场景</h5>
+<p>查找N步以内可达的所有顶点，例如：</p>
+<ul>
+<li>家族关系中，查找一个人五服以内所有子孙，person A通过连续的5条“亲子”边到达的顶点集合。</li>
+<li>社交关系中发现好友圈子，例如目标用户通过1条、2条、3条“朋友”边可到达的用户可以组成目标用户的朋友圈子</li>
+</ul>
+<h4 id="324-k-neighbor-apipost高级版">3.2.4 K-neighbor API（POST，高级版）</h4>
+<h5 id="3241-功能介绍">3.2.4.1 功能介绍</h5>
+<p>根据起始顶点、步骤（包括方向、边类型和过滤属性）和深度depth，查找从起始顶点出发depth步内可达的所有顶点。</p>
+<blockquote>
+<p>与K-neighbor基础版的不同在于：</p>
+<ul>
+<li>支持只统计邻居数量</li>
+<li>支持边属性过滤</li>
+<li>支持返回到达邻居的最短路径</li>
+</ul>
+</blockquote>
+<h6 id="params-3">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>从起始点出发的Step，必填项，结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+<li>max_depth：步数，必填项</li>
+<li>count_only：Boolean值，true表示只统计结果的数目，不返回具体结果；false表示返回具体的结果，默认为false</li>
+<li>with_path：true表示返回起始点到每个邻居的最短路径，false表示不返回起始点到每个邻居的最短路径，选填项，默认为false</li>
+<li>with_vertex，选填项，默认为false：
+<ul>
+<li>true表示返回结果包含完整的顶点信息（路径中的全部顶点）
+<ul>
+<li>with_path为true时，返回所有路径中的顶点的完整信息</li>
+<li>with_path为false时，返回所有邻居的完整信息</li>
+</ul>
+</li>
+<li>false时表示只返回顶点id</li>
+</ul>
+</li>
+<li>limit：返回的顶点的最大数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3242-使用方法">3.2.4.2 使用方法</h5>
+<h6 id="method--url-3">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/kneighbor
+</span></span></code></pre></div><h6 id="request-body-1">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;source&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;step&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;BOTH&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">],&l [...]
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;P.gt(0.1)&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_depth&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">3</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_path&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-3">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-3">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;size&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">6</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;kneighbor&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">29</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">32</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">27</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Hongkong&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">35</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Shanghai&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3243-适用场景">3.2.4.3 适用场景</h5>
+<p>参见3.2.3.3</p>
+<h4 id="325-same-neighbors">3.2.5 Same Neighbors</h4>
+<h5 id="3251-功能介绍">3.2.5.1 功能介绍</h5>
+<p>查询两个点的共同邻居</p>
+<h6 id="params-4">Params</h6>
+<ul>
+<li>vertex：一个顶点id，必填项</li>
+<li>other：另一个顶点id，必填项</li>
+<li>direction：顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>limit：返回的共同邻居的最大数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3252-使用方法">3.2.5.2 使用方法</h5>
+<h6 id="method--url-4">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/sameneighbors?vertex=“1:marko”&amp;other=&#34;1:josh&#34;
+</span></span></code></pre></div><h6 id="response-status-4">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-4">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;same_neighbors&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3253-适用场景">3.2.5.3 适用场景</h5>
+<p>查找两个顶点的共同邻居：</p>
+<ul>
+<li>社交关系中发现两个用户的共同粉丝或者共同关注用户</li>
+</ul>
+<h4 id="326-jaccard-similarityget">3.2.6 Jaccard Similarity（GET）</h4>
+<h5 id="3261-功能介绍">3.2.6.1 功能介绍</h5>
+<p>计算两个顶点的jaccard similarity（两个顶点邻居的交集比上两个顶点邻居的并集）</p>
+<h6 id="params-5">Params</h6>
+<ul>
+<li>vertex：一个顶点id，必填项</li>
+<li>other：另一个顶点id，必填项</li>
+<li>direction：顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+</ul>
+<h5 id="3262-使用方法">3.2.6.2 使用方法</h5>
+<h6 id="method--url-5">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/jaccardsimilarity?vertex=&#34;1:marko&#34;&amp;other=&#34;1:josh&#34;
+</span></span></code></pre></div><h6 id="response-status-5">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-5">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;jaccard_similarity&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.2</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3263-适用场景">3.2.6.3 适用场景</h5>
+<p>用于评估两个点的相似性或者紧密度</p>
+<h4 id="327-jaccard-similaritypost">3.2.7 Jaccard Similarity（POST）</h4>
+<h5 id="3271-功能介绍">3.2.7.1 功能介绍</h5>
+<p>计算与指定顶点的jaccard similarity最大的N个点</p>
+<blockquote>
+<p>jaccard similarity的计算方式为：两个顶点邻居的交集比上两个顶点邻居的并集</p>
+</blockquote>
+<h6 id="params-6">Params</h6>
+<ul>
+<li>vertex：一个顶点id，必填项</li>
+<li>从起始点出发的Step，必填项，结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+<li>top：返回一个起点的jaccard similarity中最大的top个，选填项，默认为100</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3272-使用方法">3.2.7.2 使用方法</h5>
+<h6 id="method--url-6">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/jaccardsimilarity
+</span></span></code></pre></div><h6 id="request-body-2">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;step&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;BOTH&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;top&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">3</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-6">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-6">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.3333333333333333</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.3333333333333333</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.2</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3273-适用场景">3.2.7.3 适用场景</h5>
+<p>用于在图中找出与指定顶点相似性最高的顶点</p>
+<h4 id="328-shortest-path">3.2.8 Shortest Path</h4>
+<h5 id="3281-功能介绍">3.2.8.1 功能介绍</h5>
+<p>根据起始顶点、目的顶点、方向、边的类型（可选）和最大深度，查找一条最短路径</p>
+<h6 id="params-7">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>target：目的顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>max_depth：最大步数，必填项</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3282-使用方法">3.2.8.2 使用方法</h5>
+<h6 id="method--url-7">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/shortestpath?source=&#34;1:marko&#34;&amp;target=&#34;2:ripple&#34;&amp;max_depth=3
+</span></span></code></pre></div><h6 id="response-status-7">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-7">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;path&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3283-适用场景">3.2.8.3 适用场景</h5>
+<p>查找两个顶点间的最短路径，例如：</p>
+<ul>
+<li>社交关系网中，查找两个用户有关系的最短路径，即最近的朋友关系链</li>
+<li>设备关联网络中，查找两个设备最短的关联关系</li>
+</ul>
+<h4 id="329-all-shortest-paths">3.2.9 All Shortest Paths</h4>
+<h5 id="3291-功能介绍">3.2.9.1 功能介绍</h5>
+<p>根据起始顶点、目的顶点、方向、边的类型（可选）和最大深度，查找两点间所有的最短路径</p>
+<h6 id="params-8">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>target：目的顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>max_depth：最大步数，必填项</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="3292-使用方法">3.2.9.2 使用方法</h5>
+<h6 id="method--url-8">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/allshortestpaths?source=&#34;A&#34;&amp;target=&#34;Z&#34;&amp;max_depth=10
+</span></span></code></pre></div><h6 id="response-status-8">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-8">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;A&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;B&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;C&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;Z&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;A&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;M&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;N&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;Z&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="3293-适用场景">3.2.9.3 适用场景</h5>
+<p>查找两个顶点间的所有最短路径，例如：</p>
+<ul>
+<li>社交关系网中，查找两个用户有关系的全部最短路径，即最近的朋友关系链</li>
+<li>设备关联网络中，查找两个设备全部的最短关联关系</li>
+</ul>
+<h4 id="3210-weighted-shortest-path">3.2.10 Weighted Shortest Path</h4>
+<h5 id="32101-功能介绍">3.2.10.1 功能介绍</h5>
+<p>根据起始顶点、目的顶点、方向、边的类型（可选）和最大深度，查找一条带权最短路径</p>
+<h6 id="params-9">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>target：目的顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>weight：边的权重属性，必填项，必须是数字类型的属性</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>with_vertex：true表示返回结果包含完整的顶点信息（路径中的全部顶点），false时表示只返回顶点id，选填项，默认为false</li>
+</ul>
+<h5 id="32102-使用方法">3.2.10.2 使用方法</h5>
+<h6 id="method--url-9">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/weightedshortestpath?source=&#34;1:marko&#34;&amp;target=&#34;2:ripple&#34;&amp;weight=&#34;weight&#34;&amp;with_vertex=true
+</span></span></code></pre></div><h6 id="response-status-9">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-9">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;path&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">2.0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">29</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">32</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32103-适用场景">3.2.10.3 适用场景</h5>
+<p>查找两个顶点间的带权最短路径，例如：</p>
+<ul>
+<li>交通线路中查找从A城市到B城市花钱最少的交通方式</li>
+</ul>
+<h4 id="3211-single-source-shortest-path">3.2.11 Single Source Shortest Path</h4>
+<h5 id="32111-功能介绍">3.2.11.1 功能介绍</h5>
+<p>从一个顶点出发，查找该点到图中其他顶点的最短路径（可选是否带权重）</p>
+<h6 id="params-10">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>weight：边的权重属性，选填项，必须是数字类型的属性，如果不填或者虽然填了但是边没有该属性，则权重为1.0</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：查询到的目标顶点个数，也是返回的最短路径的条数，选填项，默认为10</li>
+<li>with_vertex：true表示返回结果包含完整的顶点信息（路径中的全部顶点），false时表示只返回顶点id，选填项，默认为false</li>
+</ul>
+<h5 id="32112-使用方法">3.2.11.2 使用方法</h5>
+<h6 id="method--url-10">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/singlesourceshortestpath?source=&#34;1:marko&#34;&amp;with_vertex=true
+</span></span></code></pre></div><h6 id="response-status-10">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-10">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">2.0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">1.0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">1.0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">2.0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">1.0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">29</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">32</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">27</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Hongkong&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">35</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Shanghai&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32113-适用场景">3.2.11.3 适用场景</h5>
+<p>查找从一个点出发到其他顶点的带权最短路径，比如：</p>
+<ul>
+<li>查找从北京出发到全国其他所有城市的耗时最短的乘车方案</li>
+</ul>
+<h4 id="3212-multi-node-shortest-path">3.2.12 Multi Node Shortest Path</h4>
+<h5 id="32121-功能介绍">3.2.12.1 功能介绍</h5>
+<p>查找指定顶点集两两之间的最短路径</p>
+<h6 id="params-11">Params</h6>
+<ul>
+<li>vertices：定义起始顶点，必填项，指定方式包括：
+<ul>
+<li>ids：通过顶点id列表提供起始顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询起始顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询起始顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>step：表示从起始顶点到终止顶点走过的路径，必填项，Step的结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+<li>max_depth：步数，必填项</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>with_vertex：true表示返回结果包含完整的顶点信息（路径中的全部顶点），false时表示只返回顶点id，选填项，默认为false</li>
+</ul>
+<h5 id="32122-使用方法">3.2.12.2 使用方法</h5>
+<h6 id="method--url-11">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/multinodeshortestpath
+</span></span></code></pre></div><h6 id="request-body-3">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;382:marko&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;382:josh&#34;</span><span style="color:#000;font-weight:bold">,& [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;step&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;BOTH&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_depth&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-11">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-11">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;382:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;383:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;382:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
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+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">27</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Hongkong&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;383:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32123-适用场景">3.2.12.3 适用场景</h5>
+<p>查找多个点之间的最短路径，比如：</p>
+<ul>
+<li>查找多个公司和法人之间的最短路径</li>
+</ul>
+<h4 id="3213-paths-get基础版">3.2.13 Paths （GET，基础版）</h4>
+<h5 id="32131-功能介绍">3.2.13.1 功能介绍</h5>
+<p>根据起始顶点、目的顶点、方向、边的类型（可选）和最大深度等条件查找所有路径</p>
+<h6 id="params-12">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>target：目的顶点id，必填项</li>
+<li>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_depth：步数，必填项</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的路径的最大数目，选填项，默认为10</li>
+</ul>
+<h5 id="32132-使用方法">3.2.13.2 使用方法</h5>
+<h6 id="method--url-12">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/paths?source=&#34;1:marko&#34;&amp;target=&#34;1:josh&#34;&amp;max_depth=5
+</span></span></code></pre></div><h6 id="response-status-12">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-12">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32133-适用场景">3.2.13.3 适用场景</h5>
+<p>查找两个顶点间的所有路径，例如：</p>
+<ul>
+<li>社交网络中，查找两个用户所有可能的关系路径</li>
+<li>设备关联网络中，查找两个设备之间所有的关联路径</li>
+</ul>
+<h4 id="3214-paths-post高级版">3.2.14 Paths （POST，高级版）</h4>
+<h5 id="32141-功能介绍">3.2.14.1 功能介绍</h5>
+<p>根据起始顶点、目的顶点、步骤（step）和最大深度等条件查找所有路径</p>
+<h6 id="params-13">Params</h6>
+<ul>
+<li>sources：定义起始顶点，必填项，指定方式包括：
+<ul>
+<li>ids：通过顶点id列表提供起始顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询起始顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询起始顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>targets：定义终止顶点，必填项，指定方式包括：
+<ul>
+<li>ids：通过顶点id列表提供终止顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询终止顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询终止顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>step：表示从起始顶点到终止顶点走过的路径，必填项，Step的结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+<li>max_depth：步数，必填项</li>
+<li>nearest：nearest为true时，代表起始顶点到达结果顶点的最短路径长度为depth，不存在更短的路径；nearest为false时，代表起始顶点到结果顶点有一条长度为depth的路径（未必最短且可以有环），选填项，默认为true</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的路径的最大数目，选填项，默认为10</li>
+<li>with_vertex：true表示返回结果包含完整的顶点信息（路径中的全部顶点），false时表示只返回顶点id，选填项，默认为false</li>
+</ul>
+<h5 id="32142-使用方法">3.2.14.2 使用方法</h5>
+<h6 id="method--url-13">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/paths
+</span></span></code></pre></div><h6 id="request-body-4">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;sources&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;targets&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;step&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;BOTH&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;P.gt(0.01)&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;max_depth&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">false</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-13">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-13">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:peter&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32143-适用场景">3.2.14.3 适用场景</h5>
+<p>查找两个顶点间的所有路径，例如：</p>
+<ul>
+<li>社交网络中，查找两个用户所有可能的关系路径</li>
+<li>设备关联网络中，查找两个设备之间所有的关联路径</li>
+</ul>
+<h4 id="3215-customized-paths">3.2.15 Customized Paths</h4>
+<h5 id="32151-功能介绍">3.2.15.1 功能介绍</h5>
+<p>根据一批起始顶点、边规则（包括方向、边的类型和属性过滤）和最大深度等条件查找符合条件的所有的路径</p>
+<h6 id="params-14">Params</h6>
+<ul>
+<li>sources：定义起始顶点，必填项，指定方式包括：
+<ul>
+<li>ids：通过顶点id列表提供起始顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询起始顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询起始顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>steps：表示从起始顶点走过的路径规则，是一组Step的列表。必填项。每个Step的结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>weight_by：根据指定的属性计算边的权重，sort_by不为NONE时有效，与default_weight互斥</li>
+<li>default_weight：当边没有属性作为权重计算值时，采取的默认权重，sort_by不为NONE时有效，与weight_by互斥</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>sample：当需要对某个step的符合条件的边进行采样时设置，-1表示不采样，默认为采样100</li>
+</ul>
+</li>
+<li>sort_by：根据路径的权重排序，选填项，默认为NONE：
+<ul>
+<li>NONE表示不排序，默认值</li>
+<li>INCR表示按照路径权重的升序排序</li>
+<li>DECR表示按照路径权重的降序排序</li>
+</ul>
+</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的路径的最大数目，选填项，默认为10</li>
+<li>with_vertex：true表示返回结果包含完整的顶点信息（路径中的全部顶点），false时表示只返回顶点id，选填项，默认为false</li>
+</ul>
+<h5 id="32152-使用方法">3.2.15.2 使用方法</h5>
+<h6 id="method--url-14">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/customizedpaths
+</span></span></code></pre></div><h6 id="request-body-5">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sources&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;steps&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;knows&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight_by&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;created&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;default_weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">8</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sample&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">1</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sort_by&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;INCR&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-14">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-14">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weights&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#0000cf;font-weight:bold">1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#0000cf;font-weight:bold">8</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">29</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">32</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;price&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;lang&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;java&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32153-适用场景">3.2.15.3 适用场景</h5>
+<p>适合查找各种复杂的路径集合，例如：</p>
+<ul>
+<li>社交网络中，查找看过张艺谋所导演的电影的用户关注的大V的路径（张艺谋&mdash;&gt;电影&mdash;-&gt;用户&mdash;&gt;大V）</li>
+<li>风控网络中，查找多个高风险用户的直系亲属的朋友的路径（高风险用户&mdash;&gt;直系亲属&mdash;&gt;朋友）</li>
+</ul>
+<h4 id="3216-template-paths">3.2.16 Template Paths</h4>
+<h5 id="32161-功能介绍">3.2.16.1 功能介绍</h5>
+<p>根据一批起始顶点、边规则（包括方向、边的类型和属性过滤）和最大深度等条件查找符合条件的所有的路径</p>
+<h6 id="params-15">Params</h6>
+<ul>
+<li>sources：定义起始顶点，必填项，指定方式包括：
+<ul>
+<li>ids：通过顶点id列表提供起始顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询起始顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询起始顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>targets：定义终止顶点，必填项，指定方式包括：
+<ul>
+<li>ids：通过顶点id列表提供终止顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询终止顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询终止顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>steps：表示从起始顶点走过的路径规则，是一组Step的列表。必填项。每个Step的结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_times：当前step可以重复的次数，当为N时，表示从起始顶点可以经过当前step 1-N 次</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+<li>with_ring：Boolean值，true表示包含环路；false表示不包含环路，默认为false</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的路径的最大数目，选填项，默认为10</li>
+<li>with_vertex：true表示返回结果包含完整的顶点信息（路径中的全部顶点），false时表示只返回顶点id，选填项，默认为false</li>
+</ul>
+<h5 id="32162-使用方法">3.2.16.2 使用方法</h5>
+<h6 id="method--url-15">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/templatepaths
+</span></span></code></pre></div><h6 id="request-body-6">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sources&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vadas&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;targets&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;steps&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;IN&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;IN&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;skip_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">100000</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-15">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-15">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">29</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">32</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">27</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Hongkong&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;java&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32163-适用场景">3.2.16.3 适用场景</h5>
+<p>适合查找各种复杂的模板路径，比如personA -(朋友)-&gt; personB -(同学)-&gt; personC，其中&quot;朋友&quot;和&quot;同学&quot;边可以分别是最多3层和4层的情况</p>
+<h4 id="3217-crosspoints">3.2.17 Crosspoints</h4>
+<h5 id="32171-功能介绍">3.2.17.1 功能介绍</h5>
+<p>根据起始顶点、目的顶点、方向、边的类型（可选）和最大深度等条件查找相交点</p>
+<h6 id="params-16">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>target：目的顶点id，必填项</li>
+<li>direction：起始顶点到目的顶点的方向, 目的点到起始点是反方向，BOTH时不考虑方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_depth：步数，必填项</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的交点的最大数目，选填项，默认为10</li>
+</ul>
+<h5 id="32172-使用方法">3.2.17.2 使用方法</h5>
+<h6 id="method--url-16">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/crosspoints?source=&#34;2:lop&#34;&amp;target=&#34;2:ripple&#34;&amp;max_depth=5&amp;direction=IN
+</span></span></code></pre></div><h6 id="response-status-16">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-16">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;crosspoints&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;crosspoint&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32173-适用场景">3.2.17.3 适用场景</h5>
+<p>查找两个顶点的交点及其路径，例如：</p>
+<ul>
+<li>社交网络中，查找两个用户共同关注的话题或者大V</li>
+<li>家族关系中，查找共同的祖先</li>
+</ul>
+<h4 id="3218-customized-crosspoints">3.2.18 Customized Crosspoints</h4>
+<h5 id="32181-功能介绍">3.2.18.1 功能介绍</h5>
+<p>根据一批起始顶点、多种边规则（包括方向、边的类型和属性过滤）和最大深度等条件查找符合条件的所有的路径终点的交集</p>
+<h6 id="params-17">Params</h6>
+<ul>
+<li>
+<p>sources：定义起始顶点，必填项，指定方式包括：</p>
+<ul>
+<li>ids：通过顶点id列表提供起始顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询起始顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询起始顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>
+<p>path_patterns：表示从起始顶点走过的路径规则，是一组规则的列表。必填项。每个规则是一个PathPattern</p>
+<ul>
+<li>每个PathPattern是一组Step列表，每个Step结构如下：
+<ul>
+<li>direction：表示边的方向（OUT,IN,BOTH），默认是BOTH</li>
+<li>labels：边的类型列表</li>
+<li>properties：通过属性的值过滤边</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>skip_degree：用于设置查询过程中舍弃超级顶点的最小边数，即当某个顶点的邻接边数目大于 skip_degree 时，完全舍弃该顶点。选填项，如果开启时，需满足 <code>skip_degree &gt;= max_degree</code> 约束，默认为0 (不启用)，表示不跳过任何点 (注意: 开启此配置后，遍历时会尝试访问一个顶点的 skip_degree 条边，而不仅仅是 max_degree 条边，这样有额外的遍历开销，对查询性能影响可能有较大影响，请确认理解后再开启)</li>
+</ul>
+</li>
+</ul>
+</li>
+<li>
+<p>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</p>
+</li>
+<li>
+<p>limit：返回的路径的最大数目，选填项，默认为10</p>
+</li>
+<li>
+<p>with_path：true表示返回交点所在的路径，false表示不返回交点所在的路径，选填项，默认为false</p>
+</li>
+<li>
+<p>with_vertex，选填项，默认为false：</p>
+<ul>
+<li>true表示返回结果包含完整的顶点信息（路径中的全部顶点）
+<ul>
+<li>with_path为true时，返回所有路径中的顶点的完整信息</li>
+<li>with_path为false时，返回所有交点的完整信息</li>
+</ul>
+</li>
+<li>false时表示只返回顶点id</li>
+</ul>
+</li>
+</ul>
+<h5 id="32182-使用方法">3.2.18.2 使用方法</h5>
+<h6 id="method--url-17">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/{graph}/traversers/customizedcrosspoints
+</span></span></code></pre></div><h6 id="request-body-7">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sources&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;path_patterns&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;steps&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;IN&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;created&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_path&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-17">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-17">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;crosspoints&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;paths&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&gt;price&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&gt;lang&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;java&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">32</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;price&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;lang&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;java&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32183-适用场景">3.2.18.3 适用场景</h5>
+<p>查询一组顶点通过多种路径在终点有交集的情况。例如：</p>
+<ul>
+<li>在商品图谱中，多款手机、学习机、游戏机通过不同的低级别的类目路径，最终都属于一级类目的电子设备</li>
+</ul>
+<h4 id="3219-rings">3.2.19 Rings</h4>
+<h5 id="32191-功能介绍">3.2.19.1 功能介绍</h5>
+<p>根据起始顶点、方向、边的类型（可选）和最大深度等条件查找可达的环路</p>
+<p>例如：1 -&gt; 25 -&gt; 775 -&gt; 14690 -&gt; 25, 其中环路为 25 -&gt; 775 -&gt; 14690 -&gt; 25</p>
+<h6 id="params-18">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>direction：起始顶点发出的边的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_depth：步数，必填项</li>
+<li>source_in_ring：环路是否包含起点，选填项，默认为true</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的可达环路的最大数目，选填项，默认为10</li>
+</ul>
+<h5 id="32192-使用方法">3.2.19.2 使用方法</h5>
+<h6 id="method--url-18">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/rings?source=&#34;1:marko&#34;&amp;max_depth=2
+</span></span></code></pre></div><h6 id="response-status-18">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-18">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;rings&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32193-适用场景">3.2.19.3 适用场景</h5>
+<p>查询起始顶点可达的环路，例如：</p>
+<ul>
+<li>风控项目中，查询一个用户可达的循环担保的人或者设备</li>
+<li>设备关联网络中，发现一个设备周围的循环引用的设备</li>
+</ul>
+<h4 id="3220-rays">3.2.20 Rays</h4>
+<h5 id="32201-功能介绍">3.2.20.1 功能介绍</h5>
+<p>根据起始顶点、方向、边的类型（可选）和最大深度等条件查找发散到边界顶点的路径</p>
+<p>例如：1 -&gt; 25 -&gt; 775 -&gt; 14690 -&gt; 2289 -&gt; 18379, 其中 18379 为边界顶点，即没有从 18379 发出的边</p>
+<h6 id="params-19">Params</h6>
+<ul>
+<li>source：起始顶点id，必填项</li>
+<li>direction：起始顶点发出的边的方向（OUT,IN,BOTH），选填项，默认是BOTH</li>
+<li>label：边的类型，选填项，默认代表所有edge label</li>
+<li>max_depth：步数，必填项</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</li>
+<li>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+<li>limit：返回的非环路的最大数目，选填项，默认为10</li>
+</ul>
+<h5 id="32202-使用方法">3.2.20.2 使用方法</h5>
+<h6 id="method--url-19">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/{graph}/traversers/rays?source=&#34;1:marko&#34;&amp;max_depth=2&amp;direction=OUT
+</span></span></code></pre></div><h6 id="response-status-19">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-19">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;rays&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:vadas&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;objects&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;2:lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32203-适用场景">3.2.20.3 适用场景</h5>
+<p>查找起始顶点到某种关系的边界顶点的路径，例如：</p>
+<ul>
+<li>家族关系中，查找一个人到所有还没有孩子的子孙的路径</li>
+<li>设备关联网络中，找到某个设备到终端设备的路径</li>
+</ul>
+<h4 id="3221-fusiform-similarity">3.2.21 Fusiform Similarity</h4>
+<h5 id="32211-功能介绍">3.2.21.1 功能介绍</h5>
+<p>按照条件查询一批顶点对应的&quot;梭形相似点&quot;。当两个顶点跟很多共同的顶点之间有某种关系的时候，我们认为这两个点为&quot;梭形相似点&quot;。举个例子说明&quot;梭形相似点&quot;：&ldquo;读者A&quot;读了100本书，可以定义读过这100本书中的80本以上的读者，是&quot;读者A&quot;的&quot;梭形相似点&rdquo;</p>
+<h6 id="params-20">Params</h6>
+<ul>
+<li>
+<p>sources：定义起始顶点，必填项，指定方式包括：</p>
+<ul>
+<li>ids：通过顶点id列表提供起始顶点</li>
+<li>label和properties：如果没有指定ids，则使用label和properties的联合条件查询起始顶点
+<ul>
+<li>label：顶点的类型</li>
+<li>properties：通过属性的值查询起始顶点</li>
+</ul>
+<blockquote>
+<p>注意：properties中的属性值可以是列表，表示只要key对应的value在列表中就可以</p>
+</blockquote>
+</li>
+</ul>
+</li>
+<li>
+<p>label：边的类型，选填项，默认代表所有edge label</p>
+</li>
+<li>
+<p>direction：起始顶点向外发散的方向（OUT,IN,BOTH），选填项，默认是BOTH</p>
+</li>
+<li>
+<p>min_neighbors：最少邻居数目，邻居数目少于这个阈值时，认为起点不具备&quot;梭形相似点&quot;。比如想要找一个&quot;读者A&quot;读过的书的&quot;梭形相似点&quot;，那么<code>min_neighbors</code>为100时，表示&quot;读者A&quot;至少要读过100本书才可以有&quot;梭形相似点&quot;，必填项</p>
+</li>
+<li>
+<p>alpha：相似度，代表：起点与&quot;梭形相似点&quot;的共同邻居数目占起点的全部邻居数目的比例，必填项</p>
+</li>
+<li>
+<p>min_similars：&ldquo;梭形相似点&quot;的最少个数，只有当起点的&quot;梭形相似点&quot;数目大于或等于该值时，才会返回起点及其&quot;梭形相似点&rdquo;，选填项，默认值为1</p>
+</li>
+<li>
+<p>top：返回一个起点的&quot;梭形相似点&quot;中相似度最高的top个，必填项，0表示全部</p>
+</li>
+<li>
+<p>group_property：与<code>min_groups</code>一起使用，当起点跟其所有的&quot;梭形相似点&quot;某个属性的值有至少<code>min_groups</code>个不同值时，才会返回该起点及其&quot;梭形相似点&quot;。比如为&quot;读者A&quot;推荐&quot;异地&quot;书友时，需要设置<code>group_property</code>为读者的&quot;城市&quot;属性，<code>min_group</code>至少为2，选填项，不填代表不需要根据属性过滤</p>
+</li>
+<li>
+<p>min_groups：与<code>group_property</code>一起使用，只有<code>group_property</code>设置时才有意义</p>
+</li>
+<li>
+<p>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，选填项，默认为10000</p>
+</li>
+<li>
+<p>capacity：遍历过程中最大的访问的顶点数目，选填项，默认为10000000</p>
+</li>
+<li>
+<p>limit：返回的结果数目上限（一个起点及其&quot;梭形相似点&quot;算一个结果），选填项，默认为10</p>
+</li>
+<li>
+<p>with_intermediary：是否返回起点及其&quot;梭形相似点&quot;共同关联的中间点，默认为false</p>
+</li>
+<li>
+<p>with_vertex，选填项，默认为false：</p>
+<ul>
+<li>true表示返回结果包含完整的顶点信息</li>
+<li>false时表示只返回顶点id</li>
+</ul>
+</li>
+</ul>
+<h5 id="32212-使用方法">3.2.21.2 使用方法</h5>
+<h6 id="method--url-20">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/hugegraph/traversers/fusiformsimilarity
+</span></span></code></pre></div><h6 id="request-body-8">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sources&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ids&#34;</span><span style="color:#000;font-weight:bold">:[],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;p1&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;read&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;min_neighbors&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">8</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;alpha&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0.75</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;min_similars&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;top&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;group_property&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;min_group&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">2</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10000</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_intermediary&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">false</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_vertex&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#204a87;font-weight:bold">true</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-20">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-20">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;similars&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;3:p1&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3:p2&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;score&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.8888888888888888</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;intermediaries&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3:p3&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;score&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.7777777777777778</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;intermediaries&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3:p1&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;p1&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3:p2&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;p2&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Shanghai&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3:p3&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;p3&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32213-适用场景">3.2.21.3 适用场景</h5>
+<p>查询一组顶点相似度很高的顶点。例如：</p>
+<ul>
+<li>跟一个读者有类似书单的读者</li>
+<li>跟一个玩家玩类似游戏的玩家</li>
+</ul>
+<h4 id="3222-vertices">3.2.22 Vertices</h4>
+<h5 id="32221-根据顶点的id列表批量查询顶点">3.2.22.1 根据顶点的id列表，批量查询顶点</h5>
+<h6 id="params-21">Params</h6>
+<ul>
+<li>ids：要查询的顶点id列表</li>
+</ul>
+<h6 id="method--url-21">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/hugegraph/traversers/vertices?ids=&#34;1:marko&#34;&amp;ids=&#34;2:lop&#34;
+</span></span></code></pre></div><h6 id="response-status-21">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-21">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">29</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;price&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;lang&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;java&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32222-获取顶点-shard-信息">3.2.22.2 获取顶点 Shard 信息</h5>
+<p>通过指定的分片大小split_size，获取顶点分片信息（可以与 3.2.21.3 中的 Scan 配合使用来获取顶点）。</p>
+<h6 id="params-22">Params</h6>
+<ul>
+<li>split_size：分片大小，必填项</li>
+</ul>
+<h6 id="method--url-22">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/hugegraph/traversers/vertices/shards?split_size=67108864
+</span></span></code></pre></div><h6 id="response-status-22">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-22">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;shards&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;0&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2165893&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2165893&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;4331786&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;4331786&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;6497679&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;6497679&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;8663572&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#a40000">......</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32223-根据shard信息批量获取顶点">3.2.22.3 根据Shard信息批量获取顶点</h5>
+<p>通过指定的分片信息批量查询顶点（Shard信息的获取参见 3.2.21.2 Shard）。</p>
+<h6 id="params-23">Params</h6>
+<ul>
+<li>start：分片起始位置，必填项</li>
+<li>end：分片结束位置，必填项</li>
+<li>page：分页位置，选填项，默认为null，不分页；当page为“”时表示分页的第一页，从start指示的位置开始</li>
+<li>page_limit：分页获取顶点时，一页中顶点数目的上限，选填项，默认为100000</li>
+</ul>
+<h6 id="method--url-23">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/hugegraph/traversers/vertices/scan?start=0&amp;end=4294967295
+</span></span></code></pre></div><h6 id="response-status-23">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-23">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&gt;price&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">199</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;ripple&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&gt;lang&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;java&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:vadas&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Hongkong&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:vadas&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vadas&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:vadas&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">27</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:peter&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Shanghai&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:peter&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;peter&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:peter&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">35</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;josh&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">32</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;city&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;city&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;Beijing&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;marko&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;age&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&gt;age&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">29</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;vertex&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;price&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;price&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">328</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;name&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;name&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;lop&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;lang&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&gt;lang&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;value&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;java&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32224-适用场景">3.2.22.4 适用场景</h5>
+<ul>
+<li>按id列表查询顶点，可用于批量查询顶点，比如在path查询到多条路径之后，可以进一步查询某条路径的所有顶点属性。</li>
+<li>获取分片和按分片查询顶点，可以用来遍历全部顶点</li>
+</ul>
+<h4 id="3223-edges">3.2.23 Edges</h4>
+<h5 id="32231-根据边的id列表批量查询边">3.2.23.1 根据边的id列表，批量查询边</h5>
+<h6 id="params-24">Params</h6>
+<ul>
+<li>ids：要查询的边id列表</li>
+</ul>
+<h6 id="method--url-24">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/hugegraph/traversers/edges?ids=&#34;S1:josh&gt;1&gt;&gt;S2:lop&#34;&amp;ids=&#34;S1:josh&gt;1&gt;&gt;S2:ripple&#34;
+</span></span></code></pre></div><h6 id="response-status-24">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-24">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;edges&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;S1:josh&gt;1&gt;&gt;S2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;20091111&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.4</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;S1:josh&gt;1&gt;&gt;S2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;20171210&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">1</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32232-获取边-shard-信息">3.2.23.2 获取边 Shard 信息</h5>
+<p>通过指定的分片大小split_size，获取边分片信息（可以与 3.2.22.3 中的 Scan 配合使用来获取边）。</p>
+<h6 id="params-25">Params</h6>
+<ul>
+<li>split_size：分片大小，必填项</li>
+</ul>
+<h6 id="method--url-25">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/hugegraph/traversers/edges/shards?split_size=4294967295
+</span></span></code></pre></div><h6 id="response-status-25">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-25">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;shards&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;0&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1073741823&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1073741823&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2147483646&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;2147483646&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3221225469&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;3221225469&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;4294967292&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;start&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;4294967292&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;end&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;4294967295&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;length&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32233-根据-shard-信息批量获取边">3.2.23.3 根据 Shard 信息批量获取边</h5>
+<p>通过指定的分片信息批量查询边（Shard信息的获取参见 3.2.22.2）。</p>
+<h6 id="params-26">Params</h6>
+<ul>
+<li>start：分片起始位置，必填项</li>
+<li>end：分片结束位置，必填项</li>
+<li>page：分页位置，选填项，默认为null，不分页；当page为“”时表示分页的第一页，从start指示的位置开始</li>
+<li>page_limit：分页获取边时，一页中边数目的上限，选填项，默认为100000</li>
+</ul>
+<h6 id="method--url-26">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>GET http://localhost:8080/graphs/hugegraph/traversers/edges/scan?start=0&amp;end=3221225469
+</span></span></code></pre></div><h6 id="response-status-26">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-26">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;edges&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;S1:peter&gt;2&gt;&gt;S2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:peter&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0.2</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;20170324&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;S1:josh&gt;2&gt;&gt;S2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0.4</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;20091111&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;S1:josh&gt;2&gt;&gt;S2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:ripple&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;20171210&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;S1:marko&gt;1&gt;20130220&gt;S1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:josh&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;20130220&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;S1:marko&gt;1&gt;20160110&gt;S1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;knows&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:vadas&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0.5</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;20160110&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;id&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;S1:marko&gt;2&gt;&gt;S2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;created&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;edge&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;software&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outVLabel&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;inV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;2:lop&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;outV&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;1:marko&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;properties&#34;</span><span style="color:#000;font-weight:bold">:{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;weight&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0.4</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;date&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;20171210&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="32234-适用场景">3.2.23.4 适用场景</h5>
+<ul>
+<li>按id列表查询边，可用于批量查询边</li>
+<li>获取分片和按分片查询边，可以用来遍历全部边</li>
+</ul></description></item><item><title>Docs: Rank API</title><link>/cn/docs/clients/restful-api/rank/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/clients/restful-api/rank/</guid><description>
+<h3 id="41-rank-api-概述">4.1 rank API 概述</h3>
+<p>HugeGraphServer 除了上一节提到的遍历（traverser）方法，还提供了一类专门做推荐的方法，我们称为<code>rank API</code>，
+可在图中为一个点推荐与其关系密切的其它点。</p>
+<h3 id="42-rank-api-详解">4.2 rank API 详解</h3>
+<h4 id="421-personal-rank-api">4.2.1 Personal Rank API</h4>
+<p>Personal Rank 算法典型场景是用于推荐应用中, 根据某个点现有的出边, 推荐具有相近 / 相同关系的其他点,
+比如根据某个人的阅读记录 / 习惯, 向它推荐其他可能感兴趣的书, 或潜在的书友, 举例如下:</p>
+<ol>
+<li>假设给定 1个 Person 点 是 tom, 它喜欢 <code>a,b,c,d,e</code> 5本书, 我们的想给 tom 推荐一些书友, 以及一些书, 最容易的想法就是看看还有哪些人喜欢过这些书 (共同兴趣)</li>
+<li>那么此时, 需要有其它的 Person 点比如 neo, 他喜欢 <code>b,d,f</code> 3本书, 以及 jay, 它喜欢 <code>c,d,e,g</code> 4本书, lee 它喜欢 <code>a,d,e,f</code> 4本书</li>
+<li>由于 tom 已经看过的书不需要重复推荐, 所以返回结果里应该期望推荐有共同喜好的其他书友看过, 但 tom 没看过的书, 比如推荐 &ldquo;f&rdquo; 和 &ldquo;g&rdquo; 书, 且优先级 f &gt; g</li>
+<li>此时再计算 tom 的个性化 rank 值, 就会返回排序后 TopN 推荐的 书友 + 书 的结果了 (如果只需要推荐的书, 选择 OTHER_LABEL 即可)</li>
+</ol>
+<h5 id="4210-数据准备">4.2.1.0 数据准备</h5>
+<p>上面是一个简单的例子, 这里再提供一个公开的 1MB 测试数据集 <a href="https://grouplens.org/datasets/movielens/">MovieLens</a> 为例，
+用户需下载该数据集，然后使用 HugeGraph-Loader 导入到 HugeGraph 中，简单起见，数据中顶点 user
+和 movie 的属性都忽略，仅使用 id 字段即可，边 rating 的具体评分值也忽略。loader 使用的元数据
+文件和输入源映射文件内容如下：</p>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-groovy" data-lang="groovy"><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic">////////////////////////////////////////////////////////////
+</span></span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic">// UserID::Gender::Age::Occupation::Zip-code
+</span></span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic">// MovieID::Title::Genres
+</span></span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic">// UserID::MovieID::Rating::Timestamp
+</span></span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic">////////////////////////////////////////////////////////////
+</span></span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic"></span>
+</span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic">// Define schema
+</span></span></span><span style="display:flex;"><span><span style="color:#8f5902;font-style:italic"></span><span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a00 [...]
+</span></span><span style="display:flex;"><span><span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;rate&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asInt</span><span style="color:#ce5c00;font-weight:bold">( [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span><span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">vertexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;user&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">primaryKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span><span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">vertexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;movie&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">primaryKeys</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span><span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">edgeLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;rating&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sourceLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;user&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">targetLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;movie&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;rate&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span></code></pre></div><div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;vertices&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;user&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;input&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;file&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;path&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;users.dat&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;format&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;TEXT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;delimiter&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;::&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;header&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;UserID&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Gender&#34;</span><span style="color:#000;font-weight:bold">,< [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ignored&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;Gender&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Age&#34;</span><span style="color:#000;font-weight:bold">,</ [...]
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;mapping&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;UserID&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;id&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;movie&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;input&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;file&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;path&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;movies.dat&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;format&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;TEXT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;delimiter&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;::&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;header&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;MovieID&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Title&#34;</span><span style="color:#000;font-weight:bold">,< [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ignored&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;Title&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;Genres&#34;</span><span style="color:#000;font-weight:bold">],&l [...]
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;mapping&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;MovieID&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;id&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;edges&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;rating&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;source&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;UserID&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;target&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;MovieID&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;input&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;type&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;file&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;path&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;ratings.dat&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;format&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;TEXT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;delimiter&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;::&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;header&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;UserID&#34;</span><span style="color:#000;font-weight:bold">,</span> <span style="color:#4e9a06">&#34;MovieID&#34;</span><span style="color:#000;font-weight:bold">,&l [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ignored&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span><span style="color:#4e9a06">&#34;Timestamp&#34;</span><span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;mapping&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;UserID&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;MovieID&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;id&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;Rating&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;rate&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><blockquote>
+<p>注意将映射文件中<code>input.path</code>的值修改为自己本地的路径。</p>
+</blockquote>
+<h5 id="4211-功能介绍">4.2.1.1 功能介绍</h5>
+<p>适用于二分图，给出所有源顶点相关的其他顶点及其相关性组成的列表。</p>
+<blockquote>
+<p>二分图：也称二部图，是图论里的一种特殊模型，也是一种特殊的网络流。其最大的特点在于，可以将图里的顶点分为两个集合，两个集合之间的点有边相连，但集合内的点之间没有直接关联。</p>
+</blockquote>
+<p>假设有一个用户和物品的二分图，基于随机游走的 PersonalRank 算法步骤如下：</p>
+<ol>
+<li>选定一个起点用户 u，其初始权重为 1.0，从 Vu 开始游走（有 alpha 的概率走到邻居点，1 - alpha 的概率停留）；</li>
+<li>如果决定向外游走, 那么会选取某一个类型的出边, 例如 <code>rating</code> 来查找共同的打分人：
+<ol>
+<li>那就从当前节点的邻居节点中按照均匀分布随机选择一个，并且按照均匀分布划分权重值；</li>
+<li>给源顶点补偿权重 1 - alpha；</li>
+<li>重复步骤2；</li>
+</ol>
+</li>
+<li>达到一定步数或达到精度后收敛，得到推荐列表。</li>
+</ol>
+<h6 id="params">Params</h6>
+<p><strong>必填项</strong>:</p>
+<ul>
+<li>source: 源顶点 id</li>
+<li>label: 源点出发的某类边 label，须连接两类不同顶点</li>
+</ul>
+<p><strong>选填项</strong>:</p>
+<ul>
+<li>alpha：每轮迭代时从某个点往外走的概率，与 PageRank 算法中的 alpha 类似，取值区间为 (0, 1], 默认值 <code>0.85</code></li>
+<li>max_degree: 查询过程中，单个顶点遍历的最大邻接边数目，默认为 <code>10000</code></li>
+<li>max_depth: 迭代次数，取值区间为 [2, 50], 默认值 <code>5</code></li>
+<li>with_label：筛选结果中保留哪些结果，可选以下三类, 默认为 <code>BOTH_LABEL</code>
+<ul>
+<li>SAME_LABEL：仅保留与源顶点相同类别的顶点</li>
+<li>OTHER_LABEL：仅保留与源顶点不同类别（二分图的另一端）的顶点</li>
+<li>BOTH_LABEL：同时保留与源顶点相同和相反类别的顶点</li>
+</ul>
+</li>
+<li>limit: 返回的顶点的最大数目，默认为 <code>100</code></li>
+<li>max_diff: 提前收敛的精度差, 默认为 <code>0.0001</code> (<em>后续实现</em>)</li>
+<li>sorted：返回的结果是否根据 rank 排序，为 true 时降序排列，反之不排序，默认为 <code>true</code></li>
+</ul>
+<h5 id="4212-使用方法">4.2.1.2 使用方法</h5>
+<h6 id="method--url">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/hugegraph/traversers/personalrank
+</span></span></code></pre></div><h6 id="request-body">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;source&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;1:1&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;rating&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;alpha&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.6</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_depth&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">15</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;with_label&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;OTHER_LABEL&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;sorted&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#204a87;font-weight:bold">true</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;limit&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">10</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:2858&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.0005014026017816927</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:1196&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.0004336708357653617</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:1210&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.0004128083140214213</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:593&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.00038117341069881513</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:480&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.00037005373269728036</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:1198&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.000366641614652057</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:2396&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.0003622362410538888</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:2571&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.0003593312457300953</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:589&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.00035922123055598566</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;2:110&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.0003466135844390885</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="4213-适用场景">4.2.1.3 适用场景</h5>
+<p>两类不同顶点连接形成的二分图中，给某个点推荐相关性最高的其他顶点，例如：</p>
+<ul>
+<li>阅读推荐: 找出优先给某人推荐的其他<strong>书籍</strong>, 也可以同时推荐共同喜好最高的<strong>书友</strong> (例: 微信 &ldquo;你的好友也在看 xx 文章&rdquo; 功能)</li>
+<li>社交推荐: 找出拥有相同关注话题的其他<strong>博主</strong>, 也可以推荐可能感兴趣的<strong>新闻/消息</strong> (例: Weibo 中的 &ldquo;热点推荐&rdquo; 功能)</li>
+<li>商品推荐: 通过某人现在的购物习惯, 找出应优先推给它的<strong>商品列表</strong>, 也可以给它推荐<strong>带货</strong>播主 (例: TaoBao 的 &ldquo;猜你喜欢&rdquo; 功能)</li>
+</ul>
+<h4 id="422-neighbor-rank-api">4.2.2 Neighbor Rank API</h4>
+<h5 id="4220-数据准备">4.2.2.0 数据准备</h5>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-java" data-lang="java"><span style="display:flex;"><span><span style="color:#204a87;font-weight:bold">public</span> <span style="color:#204a87;font-weight:bold">class</span> <span style="color:#000">Loader</span> <span style="color:#ce5c00;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">public</span> <span style="color:#204a87;font-weight:bold">static</span> <span style="color:#204a87;font-weight:bold">void</span> <span style="color:#000">main</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">String</span><span style="color:#ce5c00;font-weight:bold">[]</span> <span style="color:#000">args [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">HugeClient</span> <span style="color:#000">client</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#204a87;font-weight:bold">new</span> <span style="color:#000">HugeClient</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;http://127.0.0.1:8080&#34;</span><span style="color:#ce5c0 [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">SchemaManager</span> <span style="color:#000">schema</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">client</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">schema</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">propertyKey</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">).</span><span style="color:#c4a000">asText</span><span style="color:#ce5c00;font-weight:bold" [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">vertexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">useCustomizeStringId</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">vertexLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;movie&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">properties</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;name&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">useCustomizeStringId</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">edgeLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sourceLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">targetLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">edgeLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sourceLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">targetLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;movie&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">schema</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">edgeLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;directedBy&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">sourceLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;movie&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">targetLabel</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;person&#34;</span><span style="color:#ce5c00;font-weight:bold">)</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">ifNotExist</span><span style="color:#ce5c00;font-weight:bold">()</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">create</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">GraphManager</span> <span style="color:#000">graph</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">client</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">graph</span><span style="color:#ce5c00;font-weight:bold">();</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">O</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">A</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">B</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">C</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">D</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">E</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">F</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">G</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">H</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">I</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">J</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">K</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">L</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span> <span style="color:#000">Vertex</span> <span style="color:#000">M</span> <span style="color:#ce5c00;font-weight:bold">=</span> <span style="color:#000">graph</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addVertex</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#000">T</span><span style="color:#ce5c00;font-w [...]
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">O</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">A</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">O</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">B</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">O</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">C</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">D</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">O</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">A</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">B</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">A</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">E</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">A</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">F</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">B</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">G</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">B</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">H</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">C</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">I</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">C</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;like&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">J</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">E</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;directedBy&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">K</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">F</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;directedBy&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">B</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">F</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;directedBy&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">L</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span>
+</span></span><span style="display:flex;"><span> <span style="color:#000">G</span><span style="color:#ce5c00;font-weight:bold">.</span><span style="color:#c4a000">addEdge</span><span style="color:#ce5c00;font-weight:bold">(</span><span style="color:#4e9a06">&#34;directedBy&#34;</span><span style="color:#ce5c00;font-weight:bold">,</span> <span style="color:#000">M</span><span style="color:#ce5c00;font-weight:bold">);</span>
+</span></span><span style="display:flex;"><span> <span style="color:#ce5c00;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span><span style="color:#ce5c00;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="4221-功能介绍">4.2.2.1 功能介绍</h5>
+<p>在一般图结构中，找出每一层与给定起点相关性最高的前 N 个顶点及其相关度，用图的语义理解就是：从起点往外走，
+走到各层各个顶点的概率。</p>
+<h6 id="params-1">Params</h6>
+<ul>
+<li>source: 源顶点 id，必填项</li>
+<li>alpha：每轮迭代时从某个点往外走的概率，与 PageRank 算法中的 alpha 类似，必填项，取值区间为 (0, 1]</li>
+<li>steps: 表示从起始顶点走过的路径规则，是一组 Step 的列表，每个 Step 对应结果中的一层，必填项。每个 Step 的结构如下：
+<ul>
+<li>direction：表示边的方向（OUT, IN, BOTH），默认是 BOTH</li>
+<li>labels：边的类型列表，多个边类型取并集</li>
+<li>max_degree：查询过程中，单个顶点遍历的最大邻接边数目，默认为 10000 (注: 0.12版之前 step 内仅支持 degree 作为参数名, 0.12开始统一使用 max_degree, 并向下兼容 degree 写法)</li>
+<li>top：在结果中每一层只保留权重最高的前 N 个结果，默认为 100，最大值为 1000</li>
+</ul>
+</li>
+<li>capacity: 遍历过程中最大的访问的顶点数目，选填项，默认为10000000</li>
+</ul>
+<h5 id="4222-使用方法">4.2.2.2 使用方法</h5>
+<h6 id="method--url-1">Method &amp; Url</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>POST http://localhost:8080/graphs/hugegraph/traversers/neighborrank
+</span></span></code></pre></div><h6 id="request-body-1">Request Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;source&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;O&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;steps&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;follow&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;top&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">100</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;follow&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;like&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;top&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">100</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;direction&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#4e9a06">&#34;OUT&#34;</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;labels&#34;</span><span style="color:#000;font-weight:bold">:[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#4e9a06">&#34;directedBy&#34;</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;max_degree&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;top&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">100</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">],</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;alpha&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">0.9</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;capacity&#34;</span><span style="color:#000;font-weight:bold">:</span><span style="color:#0000cf;font-weight:bold">-1</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h6 id="response-status-1">Response Status</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#0000cf;font-weight:bold">200</span>
+</span></span></code></pre></div><h6 id="response-body-1">Response Body</h6>
+<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-json" data-lang="json"><span style="display:flex;"><span><span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;ranks&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#000;font-weight:bold">[</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;O&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">1</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;B&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.4305</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;A&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.3</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;C&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.3</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;G&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.17550000000000002</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;H&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.17550000000000002</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;I&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.135</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;J&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.135</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;E&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.09000000000000001</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;F&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.09000000000000001</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">},</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">{</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;M&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.15795</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;K&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.08100000000000002</span><span style="color:#000;font-weight:bold">,</span>
+</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;L&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#0000cf;font-weight:bold">0.04050000000000001</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
+</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">]</span>
+</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
+</span></span></code></pre></div><h5 id="4223-适用场景">4.2.2.3 适用场景</h5>
+<p>为给定的起点在不同的层中找到最应该推荐的顶点。</p>
+<ul>
+<li>比如：在观众、朋友、电影、导演的四层图结构中，根据某个观众的朋友们喜欢的电影，为这个观众推荐电影；或者根据这些电影是谁拍的，为其推荐导演。</li>
</ul></description></item></channel></rss>
\ No newline at end of file
diff --git a/cn/docs/introduction/readme/index.html b/cn/docs/introduction/readme/index.html
index a31d0d34..6158f21f 100644
--- a/cn/docs/introduction/readme/index.html
+++ b/cn/docs/introduction/readme/index.html
@@ -20,7 +20,7 @@ Features HugeGraph支持在线及离线环境下的图操作，支持批量导
本系统具备如下特点：
易用：HugeGraph支持Gremlin图查询语言与RESTful API，同时提供图检索常用接口，具备功能齐全的周边工具，轻松实现基于图的各种查询分析运算。 高效：HugeGraph在图存储和图计算方面做了深度优化，提供多种批量导入工具，轻松完成百亿级数据快速导入，通过优化过的查询达到图检索的毫秒级响应。支持数千用户并发的在线实时操作。 通用：HugeGraph支持Apache Gremlin标准图查询语言和Property Graph标准图建模方法，支持基于图的OLTP和OLAP方案。集成Apache Hadoop及Apache Spark大数据平台。 可扩展：支持分布式存储、数据多副本及横向扩容，内置多种后端存储引擎，也可插件式轻松扩展后端存储引擎。 开放：HugeGraph代码开源（Apache 2 License），客户可自主修改定制，选择性回馈开源社区。 本系统的功能包括但不限于：
支持从多数据源批量导入数据(包括本地文件、HDFS文件、MySQL数据库等数据源)，支持多种文件格式导入(包括TXT、CSV、JSON等格式) 具备可视化操作界面，可用于操作、分析及展示图，降低用户使用门槛 优化的图接口：最短路径(Shortest Path)、K步连通子图(K-neighbor)、K步到达邻接点(K-out)、个性化推荐算法PersonalRank等 基于Apache TinkerPop3框架实现，支持Gremlin图查询语言 支持属性图，顶点和边均可添加属性，支持丰富的属性类型 具备独立的Schema元数据信息，拥有强大的图建模能力，方便第三方系统集成 支持多顶点ID策略：支持主键ID、支持自动生成ID、支持用户自定义字符串ID、支持用户自定义数字ID 可以对边和顶点的属性建立索引，支持精确查询、范围查询、全文检索 存储系统采用插件方式，支持RocksDB、Cassandra、ScyllaDB、HBase、MySQL、PostgreSQL、Palo以及InMem
ory等 与Hadoop、Spark GraphX等大数据系统集成，支持Bulk Load [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Introduction%20with%20HugeGraph" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/language/hugegraph-example/index.html b/cn/docs/language/hugegraph-example/index.html
index 1ce6cf0a..1130b4e3 100644
--- a/cn/docs/language/hugegraph-example/index.html
+++ b/cn/docs/language/hugegraph-example/index.html
@@ -23,7 +23,7 @@ HugeGraph目前有HugeGraph-API、HugeGraph-Client、HugeGraph-Loader、HugeGrap
该关系图谱中有两类顶点，分别是人物（character）和位置（location）如下表：
名称 类型 属性 character vertex name,age,type location vertex name 有六种关系，分别是父子（father）、母子（mother）、兄弟（brother）、战斗（battled）、居住(lives)、拥有宠物（pet） 关于关系图谱的具体信息如下：
名称 类型 source vertex label target vertex label 属性 father edge character character - mother edge character character - brother edge character character - pet edge character character - lives edge character location reason 在HugeGraph中，每个edge label只能作用于一对source vertex label和target vertex label。也就是说，如果一个图内定义了一种关系father连接character和character，那farther就不能再连接其他的vertex labels。"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link [...]
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diff --git a/cn/docs/language/hugegraph-gremlin/index.html b/cn/docs/language/hugegraph-gremlin/index.html
index 0f5fdcb7..b3ab572f 100644
--- a/cn/docs/language/hugegraph-gremlin/index.html
+++ b/cn/docs/language/hugegraph-gremlin/index.html
@@ -13,7 +13,7 @@ Gremlin可用于创建图的实体（Vertex和Edge）、修改实体内部属性
TinkerPop Features HugeGraph实现了TinkerPop框架，但是并没有实现TinkerPop所有的特性。
下表列出HugeGraph对TinkerPop各种特性的支持情况：
Graph Features Name Description Support Computer Determines if the {@code Graph} implementation supports {@link GraphComputer} based processing false Transactions Determines if the {@code Graph} implementations supports transactions. true Persistence Determines if the {@code Graph} implementation supports persisting it’s contents natively to disk.This feature does not refer to every graph’s ability to write to disk via the Gremlin IO packages(.e.g. GraphML), unless the graph [...]
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diff --git a/cn/docs/language/index.html b/cn/docs/language/index.html
index a4398b7e..250dbc49 100644
--- a/cn/docs/language/index.html
+++ b/cn/docs/language/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/language/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/language/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-1 [...]
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diff --git a/cn/docs/performance/_print/index.html b/cn/docs/performance/_print/index.html
index 47e91dbe..2744e197 100644
--- a/cn/docs/performance/_print/index.html
+++ b/cn/docs/performance/_print/index.html
@@ -1,8 +1,6 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=canonical type=text/html href=/cn/docs/performance/><link rel=alternate type=application/rss+xml href=/cn/docs/performance/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-ico [...]
<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/cn/docs/performance/>Return to the regular view of this page</a>.</p></div><h1 class=title>PERFORMANCE</h1><ul><li>1: <a href=#pg-63f6d63db3ee3a5270fc1ca0a0c0e181>HugeGraph BenchMark Performance</a></li><li>2: <a href=#pg-699ebe5daed825049424b7539aad30f9>HugeGraph-API Performance</a></li><ul><li>2.1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2.2: <a href=#pg-fd5b165e28 [...]
-</span></span><span style=display:flex><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul><li>HugeGraphServer 与 HugeGremlinServer 与cassandra都在同一机器上启动，server 相关的配置文件除主机和端口有修改外，其余均保持默认。</li></ul><h4 id=13-名词解释>1.3 名词解释</h4><ul><li>Samples – 本次场景中一共完成了多少个线程</li><li>Average – 平均响应时间</li><li>Median – 统计意义上面的响应时间的中值</li><li>90% Line – 所有线程中90%的线程的响应时间都小于xx</li><li>Min – 最小响应时间</li><li>Max – 最大响应时间</li><li>Error – 出错率</li><li>Throughput – 吞吐量Â</li><li>KB/sec – 以流量做衡量的吞吐量</li></ul><p><em>注：时间的单 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/cn/docs/performance/>Return to the regular view of this page</a>.</p></div><h1 class=title>PERFORMANCE</h1><ul><li>1: <a href=#pg-63f6d63db3ee3a5270fc1ca0a0c0e181>HugeGraph BenchMark Performance</a></li><li>2: <a href=#pg-699ebe5daed825049424b7539aad30f9>HugeGraph-API Performance</a></li><ul><li>2.1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2.2: <a href=#pg-fd5b165e28 [...]
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<script src=/js/tabpane-persist.js></script>
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diff --git a/cn/docs/performance/api-preformance/_print/index.html b/cn/docs/performance/api-preformance/_print/index.html
index 0ae9af50..4de1bf35 100644
--- a/cn/docs/performance/api-preformance/_print/index.html
+++ b/cn/docs/performance/api-preformance/_print/index.html
@@ -8,9 +8,7 @@ HugeGraph的每个发布版本的RESTful API的性能测试情况可以参考：
v0.5.6 …"><meta property="og:title" content="HugeGraph-API Performance"><meta property="og:description" content="Apache HugeGraph 官网"><meta property="og:type" content="website"><meta property="og:url" content="/cn/docs/performance/api-preformance/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph-API Performance"><meta itemprop=description content="Apache HugeGraph 官网"><meta name=twitter:card content="summary"><meta name=twitter:title content="Huge [...]
<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/cn/docs/performance/api-preformance/>Return to the regular view of this page</a>.</p></div><h1 class=title>HugeGraph-API Performance</h1><ul><li>1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2: <a href=#pg-fd5b165e28a07f1c35ab177b10e15dc8>v0.5.6 Cluster(Cassandra)</a></li><li>3: <a href=#pg-0005aca20e30ef2795411939ccbf0fd9>v0.4.4</a></li><li>4: <a href=#pg-d4233a3feb070 [...]
-</span></span><span style=display:flex><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul><li>HugeGraphServer 与 HugeGremlinServer 与cassandra都在同一机器上启动，server 相关的配置文件除主机和端口有修改外，其余均保持默认。</li></ul><h4 id=13-名词解释>1.3 名词解释</h4><ul><li>Samples – 本次场景中一共完成了多少个线程</li><li>Average – 平均响应时间</li><li>Median – 统计意义上面的响应时间的中值</li><li>90% Line – 所有线程中90%的线程的响应时间都小于xx</li><li>Min – 最小响应时间</li><li>Max – 最大响应时间</li><li>Error – 出错率</li><li>Throughput – 吞吐量Â</li><li>KB/sec – 以流量做衡量的吞吐量</li></ul><p><em>注：时间的单 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/cn/docs/performance/api-preformance/>Return to the regular view of this page</a>.</p></div><h1 class=title>HugeGraph-API Performance</h1><ul><li>1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2: <a href=#pg-fd5b165e28a07f1c35ab177b10e15dc8>v0.5.6 Cluster(Cassandra)</a></li></ul><div class=content><p>HugeGraph API性能测试主要测试HugeGraph-Server对RESTful API请求的并发处理能力，包括：</p><ul><l [...]
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diff --git a/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html b/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html
index 86ee17aa..f32c5664 100644
--- a/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html
+++ b/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html
@@ -30,7 +30,7 @@ CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000
CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000Mbps 750GB SSD,2.7T HDD 起压力机器信息：与被压机器同配置 测试工具：apache-Jmeter-2.5.1 注：起压机器和被压机器在同一机房
2 测试说明 2.1 名词定义（时间的单位均为ms） Samples – 本次场景中一共完成了多少个线程 Average – 平均响应时间 Median – 统计意义上面的响应时间的中值 90% Line – 所有线程中90%的线程的响应时间都小于xx Min – 最小响应时间 Max – 最大响应时间 Error – 出错率 Throughput – 吞吐量 KB/sec – 以流量做衡量的吞吐量 2.2 底层存储 后端存储使用15节点Cassandra集群，HugeGraph与Cassandra集群位于不同的服务器，server相关的配置文件除主机和端口有修改外，其余均保持默认。
3 性能结果总结 HugeGraph单条插入顶点和边的速度分别为9000和4500 顶点和边的批量插入速度分别为5w/s和15w/s，远大于单条插入速度 按id查询顶点和边的并发度可达到12000以上，且请求的平均延时小于70ms 4 测试结果及分析 4.1 batch插入 4.1.1 压力上限测试 测试方法 不断提升并发量，测试server仍能正常提供服务的压力上限"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sh [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-Cassandra.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md% [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=v0.5.6%20Cluster%28Cassandra%29" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html b/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html
index 1234bffc..922c83f4 100644
--- a/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html
+++ b/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html
@@ -30,7 +30,7 @@ CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000
CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000Mbps 750GB SSD,2.7T HDD 起压力机器信息：与被压机器同配置 测试工具：apache-Jmeter-2.5.1 注：起压机器和被压机器在同一机房
2 测试说明 2.1 名词定义（时间的单位均为ms） Samples – 本次场景中一共完成了多少个线程 Average – 平均响应时间 Median – 统计意义上面的响应时间的中值 90% Line – 所有线程中90%的线程的响应时间都小于xx Min – 最小响应时间 Max – 最大响应时间 Error – 出错率 Throughput – 吞吐量 KB/sec – 以流量做衡量的吞吐量 2.2 底层存储 后端存储使用RocksDB，HugeGraph与RocksDB都在同一机器上启动，server相关的配置文件除主机和端口有修改外，其余均保持默认。
3 性能结果总结 HugeGraph单条插入顶点和边的速度在每秒1w左右 顶点和边的批量插入速度远大于单条插入速度 按id查询顶点和边的并发度可达到13000以上，且请求的平均延时小于50ms 4 测试结果及分析 4.1 batch插入 4.1.1 压力上限测试 测试方法 不断提升并发量，测试server仍能正常提供服务的压力上限"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6 [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/performance/api-preformance/hugegraph-api-0.5.6-RocksDB.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60 [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=v0.5.6%20Stand-alone%28RocksDB%29" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/performance/api-preformance/index.html b/cn/docs/performance/api-preformance/index.html
index f9614326..d6b203f2 100644
--- a/cn/docs/performance/api-preformance/index.html
+++ b/cn/docs/performance/api-preformance/index.html
@@ -7,12 +7,12 @@
HugeGraph的每个发布版本的RESTful API的性能测试情况可以参考：
v0.5.6 …"><meta property="og:title" content="HugeGraph-API Performance"><meta property="og:description" content="Apache HugeGraph 官网"><meta property="og:type" content="website"><meta property="og:url" content="/cn/docs/performance/api-preformance/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph-API Performance"><meta itemprop=description content="Apache HugeGraph 官网"><meta name=twitter:card content="summary"><meta name=twitter:title content="Huge [...]
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diff --git a/cn/docs/performance/api-preformance/index.xml b/cn/docs/performance/api-preformance/index.xml
index d08f9f56..79d10b47 100644
--- a/cn/docs/performance/api-preformance/index.xml
+++ b/cn/docs/performance/api-preformance/index.xml
@@ -236,471 +236,4 @@
<p>####### 结论：</p>
<ul>
<li>并发12000，吞吐量是10688，边的按id查询的并发能力为12000，平均延时为63ms</li>
-</ul></description></item><item><title>Docs: v0.4.4</title><link>/cn/docs/performance/api-preformance/hugegraph-api-0.4.4/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/performance/api-preformance/hugegraph-api-0.4.4/</guid><description>
-<h3 id="1-测试环境">1 测试环境</h3>
-<p>被压机器信息</p>
-<table>
-<thead>
-<tr>
-<th>机器编号</th>
-<th>CPU</th>
-<th>Memory</th>
-<th>网卡</th>
-<th>磁盘</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>1</td>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-<td>1.4T HDD</td>
-</tr>
-<tr>
-<td>2</td>
-<td>48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz</td>
-<td>128G</td>
-<td>10000Mbps</td>
-<td>750GB SSD,2.7T HDD</td>
-</tr>
-</tbody>
-</table>
-<ul>
-<li>起压力机器信息：与编号 1 机器同配置</li>
-<li>测试工具：apache-Jmeter-2.5.1</li>
-</ul>
-<p>注：起压机器和被压机器在同一机房</p>
-<h3 id="2-测试说明">2 测试说明</h3>
-<h4 id="21-名词定义时间的单位均为ms">2.1 名词定义（时间的单位均为ms）</h4>
-<ul>
-<li>Samples &ndash; 本次场景中一共完成了多少个线程</li>
-<li>Average &ndash; 平均响应时间</li>
-<li>Median &ndash; 统计意义上面的响应时间的中值</li>
-<li>90% Line &ndash; 所有线程中90%的线程的响应时间都小于xx</li>
-<li>Min &ndash; 最小响应时间</li>
-<li>Max &ndash; 最大响应时间</li>
-<li>Error &ndash; 出错率</li>
-<li>Throughput &ndash; 吞吐量</li>
-<li>KB/sec &ndash; 以流量做衡量的吞吐量</li>
-</ul>
-<h4 id="22-底层存储">2.2 底层存储</h4>
-<p>后端存储使用RocksDB，HugeGraph与RocksDB都在同一机器上启动，server相关的配置文件除主机和端口有修改外，其余均保持默认。</p>
-<h3 id="3-性能结果总结">3 性能结果总结</h3>
-<ol>
-<li>HugeGraph每秒能够处理的请求数目上限是7000</li>
-<li>批量插入速度远大于单条插入，在服务器上测试结果达到22w edges/s，37w vertices/s</li>
-<li>后端是RocksDB，增大CPU数目和内存大小可以增大批量插入的性能。CPU和内存扩大一倍，性能增加45%-60%</li>
-<li>批量插入场景，使用SSD替代HDD，性能提升较小，只有3%-5%</li>
-</ol>
-<h3 id="4-测试结果及分析">4 测试结果及分析</h3>
-<h4 id="41-batch插入">4.1 batch插入</h4>
-<h5 id="411-压力上限测试">4.1.1 压力上限测试</h5>
-<h6 id="测试方法">测试方法</h6>
-<p>不断提升并发量，测试server仍能正常提供服务的压力上限</p>
-<h6 id="压力参数">压力参数</h6>
-<p>持续时间：5min</p>
-<h6 id="顶点和边的最大插入速度高性能服务器使用ssd存储rocksdb数据">顶点和边的最大插入速度（高性能服务器，使用SSD存储RocksDB数据）：</h6>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/best.png" alt="image">
-</div>
-<h6 id="结论">结论：</h6>
-<ul>
-<li>并发1000，边的吞吐量是是451，每秒可处理的数据：451*500条=225500/s</li>
-<li>并发2000，顶点的吞吐量是1842.4，每秒可处理的数据：1842.4*200=368480/s</li>
-</ul>
-<p><strong>1. CPU和内存对插入性能的影响（服务器都使用HDD存储RocksDB数据，批量插入）</strong></p>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/cpu-memory.png" alt="image">
-</div>
-<h6 id="结论-1">结论：</h6>
-<ul>
-<li>同样使用HDD硬盘，CPU和内存增加了1倍</li>
-<li>边：吞吐量从268提升至426，性能提升了约60%</li>
-<li>顶点：吞吐量从1263.8提升至1842.4，性能提升了约45%</li>
-</ul>
-<p><strong>2. SSD和HDD对插入性能的影响（高性能服务器，批量插入）</strong></p>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/ssd.png" alt="image">
-</div>
-<h6 id="结论-2">结论：</h6>
-<ul>
-<li>边：使用SSD吞吐量451.7,使用HDD吞吐量426.6，性能提升5%</li>
-<li>顶点：使用SSD吞吐量1842.4，使用HDD吞吐量1794，性能提升约3%</li>
-</ul>
-<p><strong>3. 不同并发线程数对插入性能的影响（普通服务器，使用HDD存储RocksDB数据）</strong></p>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/threads-batch.png" alt="image">
-</div>
-<h6 id="结论-3">结论：</h6>
-<ul>
-<li>顶点：1000并发，响应时间7ms和1500并发响应时间1028ms差距悬殊，且吞吐量一直保持在1300左右，因此拐点数据应该在1300 ，且并发1300时，响应时间已达到22ms，在可控范围内，相比HugeGraph 0.2（1000并发：平均响应时间8959ms），处理能力出现质的飞跃；</li>
-<li>边：从1000并发到2000并发，处理时间过长，超过3s，且吞吐量几乎在270左右浮动，因此继续增大并发线程数吞吐量不会再大幅增长，270 是一个拐点，跟HugeGraph 0.2版本（1000并发：平均响应时间31849ms）相比较，处理能力提升非常明显；</li>
-</ul>
-<h4 id="42-single插入">4.2 single插入</h4>
-<h5 id="421-压力上限测试">4.2.1 压力上限测试</h5>
-<h6 id="测试方法-1">测试方法</h6>
-<p>不断提升并发量，测试server仍能正常提供服务的压力上限</p>
-<h6 id="压力参数-1">压力参数</h6>
-<ul>
-<li>持续时间：5min</li>
-<li>服务异常标志：错误率大于0.00%</li>
-</ul>
-<div style="text-align: center;">
-<img src="/docs/images/API-perf/v0.4.4/threads-single.png" alt="image">
-</div>
-<h6 id="结论-4">结论：</h6>
-<ul>
-<li>顶点：
-<ul>
-<li>4000并发：正常，无错误率，平均耗时小于1ms， 6000并发无错误，平均耗时5ms，在可接受范围内；</li>
-<li>8000并发：存在0.01%的错误，已经无法处理，出现connection timeout错误，顶峰应该在7000左右</li>
-</ul>
-</li>
-<li>边：
-<ul>
-<li>4000并发：响应时间1ms，6000并发无任何异常，平均响应时间8ms，主要差异在于 IO network recv和send以及CPU）；</li>
-<li>8000并发：存在0.01%的错误率，平均耗15ms，拐点应该在7000左右，跟顶点结果匹配；</li>
-</ul>
-</li>
-</ul></description></item><item><title>Docs: v0.2</title><link>/cn/docs/performance/api-preformance/hugegraph-api-0.2/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/performance/api-preformance/hugegraph-api-0.2/</guid><description>
-<h3 id="1-测试环境">1 测试环境</h3>
-<h4 id="11-软硬件信息">1.1 软硬件信息</h4>
-<p>起压和被压机器配置相同，基本参数如下：</p>
-<table>
-<thead>
-<tr>
-<th>CPU</th>
-<th>Memory</th>
-<th>网卡</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-</tr>
-</tbody>
-</table>
-<p>测试工具：apache-Jmeter-2.5.1</p>
-<h4 id="12-服务配置">1.2 服务配置</h4>
-<ul>
-<li>HugeGraph版本：0.2</li>
-<li>后端存储：使用服务内嵌的cassandra-3.10，单点部署；</li>
-<li>后端配置修改：修改了cassandra.yaml文件中的以下两个属性，其余选项均保持默认</li>
-</ul>
-<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span> batch_size_warn_threshold_in_kb: 1000
-</span></span><span style="display:flex;"><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul>
-<li>HugeGraphServer 与 HugeGremlinServer 与cassandra都在同一机器上启动，server 相关的配置文件除主机和端口有修改外，其余均保持默认。</li>
-</ul>
-<h4 id="13-名词解释">1.3 名词解释</h4>
-<ul>
-<li>Samples &ndash; 本次场景中一共完成了多少个线程</li>
-<li>Average &ndash; 平均响应时间</li>
-<li>Median &ndash; 统计意义上面的响应时间的中值</li>
-<li>90% Line &ndash; 所有线程中90%的线程的响应时间都小于xx</li>
-<li>Min &ndash; 最小响应时间</li>
-<li>Max &ndash; 最大响应时间</li>
-<li>Error &ndash; 出错率</li>
-<li>Throughput &ndash; 吞吐量Â</li>
-<li>KB/sec &ndash; 以流量做衡量的吞吐量</li>
-</ul>
-<p><em>注：时间的单位均为ms</em></p>
-<h3 id="2-测试结果">2 测试结果</h3>
-<h4 id="21-schema">2.1 schema</h4>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>property_keys</td>
-<td>331000</td>
-<td>1</td>
-<td>1</td>
-<td>2</td>
-<td>0</td>
-<td>172</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>178.1</td>
-</tr>
-<tr>
-<td>vertex_labels</td>
-<td>331000</td>
-<td>1</td>
-<td>2</td>
-<td>2</td>
-<td>1</td>
-<td>126</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>193.4</td>
-</tr>
-<tr>
-<td>edge_labels</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>158</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>242.8</td>
-</tr>
-</tbody>
-</table>
-<p>结论：schema的接口，在1000并发持续5分钟的压力下，平均响应时间1-2ms，无压力</p>
-<h4 id="22-single-插入">2.2 single 插入</h4>
-<h5 id="221-插入速率测试">2.2.1 插入速率测试</h5>
-<h6 id="压力参数">压力参数</h6>
-<p>测试方法：固定并发量，测试server和后端的处理速率</p>
-<ul>
-<li>并发量：1000</li>
-<li>持续时间：5min</li>
-</ul>
-<h6 id="性能指标">性能指标</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>single_insert_vertices</td>
-<td>331000</td>
-<td>0</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>21</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>234.4</td>
-</tr>
-<tr>
-<td>single_insert_edges</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>53</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>309.1</td>
-</tr>
-</tbody>
-</table>
-<h6 id="结论">结论</h6>
-<ul>
-<li>顶点：平均响应时间1ms，每个请求插入一条数据，平均每秒处理920个请求，则每秒平均总共处理的数据为1*920约等于920条数据；</li>
-<li>边：平均响应时间1ms，每个请求插入一条数据，平均每秒处理920个请求，则每秒平均总共处理的数据为1*920约等于920条数据；</li>
-</ul>
-<h5 id="222-压力上限测试">2.2.2 压力上限测试</h5>
-<p>测试方法：不断提升并发量，测试server仍能正常提供服务的压力上限</p>
-<h6 id="压力参数-1">压力参数</h6>
-<ul>
-<li>持续时间：5min</li>
-<li>服务异常标志：错误率大于0.00%</li>
-</ul>
-<h6 id="性能指标-1">性能指标</h6>
-<table>
-<thead>
-<tr>
-<th>Concurrency</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>2000(vertex)</td>
-<td>661916</td>
-<td>1</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>3012</td>
-<td>0.00%</td>
-<td>1842.9/sec</td>
-<td>469.1</td>
-</tr>
-<tr>
-<td>4000(vertex)</td>
-<td>1316124</td>
-<td>13</td>
-<td>1</td>
-<td>14</td>
-<td>0</td>
-<td>9023</td>
-<td>0.00%</td>
-<td>3673.1/sec</td>
-<td>935.0</td>
-</tr>
-<tr>
-<td>5000(vertex)</td>
-<td>1468121</td>
-<td>1010</td>
-<td>1135</td>
-<td>1227</td>
-<td>0</td>
-<td>9223</td>
-<td>0.06%</td>
-<td>4095.6/sec</td>
-<td>1046.0</td>
-</tr>
-<tr>
-<td>7000(vertex)</td>
-<td>1378454</td>
-<td>1617</td>
-<td>1708</td>
-<td>1886</td>
-<td>0</td>
-<td>9361</td>
-<td>0.08%</td>
-<td>3860.3/sec</td>
-<td>987.1</td>
-</tr>
-<tr>
-<td>2000(edge)</td>
-<td>629399</td>
-<td>953</td>
-<td>1043</td>
-<td>1113</td>
-<td>1</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1750.3/sec</td>
-<td>587.6</td>
-</tr>
-<tr>
-<td>3000(edge)</td>
-<td>648364</td>
-<td>2258</td>
-<td>2404</td>
-<td>2500</td>
-<td>2</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1810.7/sec</td>
-<td>607.9</td>
-</tr>
-<tr>
-<td>4000(edge)</td>
-<td>649904</td>
-<td>1992</td>
-<td>2112</td>
-<td>2211</td>
-<td>1</td>
-<td>9001</td>
-<td>0.06%</td>
-<td>1812.5/sec</td>
-<td>608.5</td>
-</tr>
-</tbody>
-</table>
-<h6 id="结论-1">结论</h6>
-<ul>
-<li>顶点：
-<ul>
-<li>4000并发：正常，无错误率，平均耗时13ms；</li>
-<li>5000并发：每秒处理5000个数据的插入，就会存在0.06%的错误，应该已经处理不了了，顶峰应该在4000</li>
-</ul>
-</li>
-<li>边：
-<ul>
-<li>1000并发：响应时间2ms，跟2000并发的响应时间相差较多，主要是 IO network rec和send以及CPU几乎增加了一倍）；</li>
-<li>2000并发：每秒处理2000个数据的插入，平均耗时953ms，平均每秒处理1750个请求；</li>
-<li>3000并发：每秒处理3000个数据的插入，平均耗时2258ms，平均每秒处理1810个请求；</li>
-<li>4000并发：每秒处理4000个数据的插入，平均每秒处理1812个请求；</li>
-</ul>
-</li>
-</ul>
-<h4 id="23-batch-插入">2.3 batch 插入</h4>
-<h5 id="231-插入速率测试">2.3.1 插入速率测试</h5>
-<h6 id="压力参数-2">压力参数</h6>
-<p>测试方法：固定并发量，测试server和后端的处理速率</p>
-<ul>
-<li>并发量：1000</li>
-<li>持续时间：5min</li>
-</ul>
-<h6 id="性能指标-2">性能指标</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>batch_insert_vertices</td>
-<td>37162</td>
-<td>8959</td>
-<td>9595</td>
-<td>9704</td>
-<td>17</td>
-<td>9852</td>
-<td>0.00%</td>
-<td>103.4/sec</td>
-<td>393.3</td>
-</tr>
-<tr>
-<td>batch_insert_edges</td>
-<td>10800</td>
-<td>31849</td>
-<td>34544</td>
-<td>35132</td>
-<td>435</td>
-<td>35747</td>
-<td>0.00%</td>
-<td>28.8/sec</td>
-<td>814.9</td>
-</tr>
-</tbody>
-</table>
-<h6 id="结论-2">结论</h6>
-<ul>
-<li>顶点：平均响应时间为8959ms，处理时间过长。每个请求插入199条数据，平均每秒处理103个请求，则每秒平均总共处理的数据为199*131约等于2w条数据；</li>
-<li>边：平均响应时间31849ms，处理时间过长。每个请求插入499个数据，平均每秒处理28个请求，则每秒平均总共处理的数据为28*499约等于13900条数据；</li>
</ul></description></item></channel></rss>
\ No newline at end of file
diff --git a/cn/docs/performance/hugegraph-benchmark-0.4.4/index.html b/cn/docs/performance/hugegraph-benchmark-0.4.4/index.html
index b896dd61..9958c0cc 100644
--- a/cn/docs/performance/hugegraph-benchmark-0.4.4/index.html
+++ b/cn/docs/performance/hugegraph-benchmark-0.4.4/index.html
@@ -56,7 +56,7 @@ Youtube dataset
LiveJournal dataset
CW使用LFR-Benchmark generator生成的人造数据
本测试用到的数据集规模 名称 vertex数目 edge数目 文件大小 email-enron.txt 36,691 367,661 4MB com-youtube.ungraph.txt 1,157,806 2,987,624 38.7MB amazon0601.txt 403,393 3,387,388 47."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixe [...]
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diff --git a/cn/docs/performance/hugegraph-benchmark-0.5.6/index.html b/cn/docs/performance/hugegraph-benchmark-0.5.6/index.html
index 4edee4a7..679e88c5 100644
--- a/cn/docs/performance/hugegraph-benchmark-0.5.6/index.html
+++ b/cn/docs/performance/hugegraph-benchmark-0.5.6/index.html
@@ -56,7 +56,7 @@ Youtube dataset
LiveJournal dataset
CW使用LFR-Benchmark generator生成的人造数据
本测试用到的数据集规模 名称 vertex数目 edge数目 文件大小 email-enron.txt 36,691 367,661 4MB com-youtube.ungraph.txt 1,157,806 2,987,624 38.7MB amazon0601.txt 403,393 3,387,388 47."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixe [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/performance/hugegraph-benchmark-0.5.6.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%2 [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%20BenchMark%20Performance" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/performance/hugegraph-loader-performance/index.html b/cn/docs/performance/hugegraph-loader-performance/index.html
index b67b068a..e70caa71 100644
--- a/cn/docs/performance/hugegraph-loader-performance/index.html
+++ b/cn/docs/performance/hugegraph-loader-performance/index.html
@@ -14,7 +14,7 @@ RocksDB单机性能 关闭label index，22.8w edges/s 开启label index，15.3w
RocksDB单机性能 关闭label index，22.8w edges/s 开启label index，15.3w edges/s Cassandra集群性能 默认开启label index，6.3w edges/s "><meta itemprop=dateModified content="2022-04-17T11:36:55+08:00"><meta itemprop=wordCount content="15"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph-Loader Performance"><meta name=twitter:description content="使用场景 当要批量插入的图数据（包括顶点和边）条数为billion级别及以下，或者总数据量小于TB时，可以采用HugeGraph-Loader工具持续、高速导入图数据
性能 测试均采用网址数据的边数据
RocksDB单机性能 关闭label index，22.8w edges/s 开启label index，15.3w edges/s Cassandra集群性能 默认开启label index，6.3w edges/s "><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous>< [...]
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diff --git a/cn/docs/performance/index.html b/cn/docs/performance/index.html
index 3559d017..3d388eaa 100644
--- a/cn/docs/performance/index.html
+++ b/cn/docs/performance/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/performance/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/performance/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch- [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/c [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/cn/docs/performance/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+se [...]
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diff --git a/cn/docs/performance/index.xml b/cn/docs/performance/index.xml
index 5aeda5ba..06ddb51a 100644
--- a/cn/docs/performance/index.xml
+++ b/cn/docs/performance/index.xml
@@ -507,11 +507,9 @@
<ul>
<li><a href="/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/">v0.5.6 stand-alone</a></li>
<li><a href="/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/">v0.5.6 cluster</a></li>
-<li><a href="/docs/performance/api-preformance/hugegraph-api-0.4.4/">v0.4.4</a></li>
-<li><a href="/docs/performance/api-preformance/hugegraph-api-0.2/">v0.2</a></li>
</ul>
<blockquote>
-<p>之前的版本只提供HugeGraph所支持的后端种类中性能最好的API性能测试，从0.5.6版本开始，分别提供了单机和集群的性能情况</p>
+<p>即将更新，敬请期待！</p>
</blockquote></description></item><item><title>Docs: HugeGraph-Loader Performance</title><link>/cn/docs/performance/hugegraph-loader-performance/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/cn/docs/performance/hugegraph-loader-performance/</guid><description>
<h2 id="使用场景">使用场景</h2>
<p>当要批量插入的图数据（包括顶点和边）条数为billion级别及以下，或者总数据量小于TB时，可以采用<a href="/docs/quickstart/hugegraph-loader">HugeGraph-Loader</a>工具持续、高速导入图数据</p>
diff --git a/cn/docs/quickstart/hugegraph-client/index.html b/cn/docs/quickstart/hugegraph-client/index.html
index 41f68c5f..de674df3 100644
--- a/cn/docs/quickstart/hugegraph-client/index.html
+++ b/cn/docs/quickstart/hugegraph-client/index.html
@@ -15,7 +15,7 @@ Eclipse新建Maven工程 Intellij Idea 创建maven工程 4.2 添加hugegraph-cli
4 完整示例 4.1 新建Maven工程 可以选择Eclipse或者Intellij Idea创建工程：
Eclipse新建Maven工程 Intellij Idea 创建maven工程 4.2 添加hugegraph-client依赖 添加hugegraph-client依赖
<dependencies> <dependency> <groupId>org.apache.hugegraph</groupId> <artifactId>hugegraph-client</artifactId> <version>${version}</version> </dependency> </dependencies> 4.3 Example 4.3.1 SingleExample import java.io.IOException; import java.util.Iterator; import java.util.List; import org.apache.hugegraph.driver.GraphManager; import org.apache.hugegraph.driver.GremlinManager; import org.apache.hugegraph.driver.HugeClient; import org.apache.hugegraph.driver.SchemaManager; import org.apac [...]
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diff --git a/cn/docs/quickstart/hugegraph-computer/index.html b/cn/docs/quickstart/hugegraph-computer/index.html
index 320cf5b4..15fe1936 100644
--- a/cn/docs/quickstart/hugegraph-computer/index.html
+++ b/cn/docs/quickstart/hugegraph-computer/index.html
@@ -19,7 +19,7 @@ wget https://github.com/apache/hugegraph-computer/releases/download/v${version}/
有两种方式可以获取 HugeGraph-Computer：
下载已编译的压缩包 克隆源码编译打包 2.1 Download the compiled archive 下载最新版本的 HugeGraph-Computer release 包：
wget https://github.com/apache/hugegraph-computer/releases/download/v${version}/hugegraph-loader-${version}.tar.gz tar zxvf hugegraph-computer-${version}.tar.gz 2.2 Clone source code to compile and package 克隆最新版本的 HugeGraph-Computer 源码包："><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https [...]
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diff --git a/cn/docs/quickstart/hugegraph-hubble/index.html b/cn/docs/quickstart/hugegraph-hubble/index.html
index 1daffd04..ab5a861e 100644
--- a/cn/docs/quickstart/hugegraph-hubble/index.html
+++ b/cn/docs/quickstart/hugegraph-hubble/index.html
@@ -57,7 +57,7 @@ HugeGraph-Hubble 是HugeGraph的一站式可视化分析平台，平台涵盖了
3.2.2.3 管理 在属性列表中可进行单条删除或批量删除操作。 3.2.3 顶点类型 3.2.3.1 创建 填写或选择顶点类型名称、ID策略、关联属性、主键属性，顶点样式、查询结果中顶点下方展示的内容，以及索引的信息：包括是否创建类型索引，及属性索引的具体内容，完成顶点类型的创建。 列表模式：
图模式：
3.2.3.2 复用 顶点类型的复用，会将此类型关联的属性和属性索引一并复用。 复用功能使用方法类似属性的复用，见3.2.2.2。 3.2.3.3 管理 可进行编辑操作，顶点样式、关联类型、顶点展示内容、属性索引可编辑，其余不可编辑。"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anony [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/cn/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph-Hubble%20Quick%20Start" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/quickstart/hugegraph-loader/index.html b/cn/docs/quickstart/hugegraph-loader/index.html
index b3678f42..8f4dedae 100644
--- a/cn/docs/quickstart/hugegraph-loader/index.html
+++ b/cn/docs/quickstart/hugegraph-loader/index.html
@@ -28,7 +28,7 @@ wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-too
下载已编译的压缩包 克隆源码编译安装 2.1 下载已编译的压缩包 下载最新版本的 HugeGraph-Toolchain Release 包, 里面包含了 loader + tool + hubble 全套工具, 如果你已经下载, 可跳过重复步骤
wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-toolchain-incubating-1.0.0.tar.gz tar zxf *hugegraph*.tar.gz 2.2 克隆源码编译安装 克隆最新版本的 HugeGraph-Loader 源码包：
# 1. get from github git clone https://github."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph-Loader%20Quick%20Start" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/quickstart/hugegraph-server/index.html b/cn/docs/quickstart/hugegraph-server/index.html
index 2397d3a5..98e5f97f 100644
--- a/cn/docs/quickstart/hugegraph-server/index.html
+++ b/cn/docs/quickstart/hugegraph-server/index.html
@@ -19,7 +19,7 @@ Core 模块是 Tinkerpop 接口的实现，Backend 模块用于管理数据存
在往下阅读之前务必执行 java -version 命令查看 jdk 版本
java -version 2.2 安装 GCC-4.3.0 (GLIBCXX_3.4.10) 或更新版本（可选） 如果使用的是 RocksDB 后端，请务必执行 gcc --version 命令查看 gcc 版本；若使用其他后端，则不需要。
gcc --version 3 部署 有三种方式可以部署 HugeGraph-Server 组件："><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/cn/docs/quickstart/hugegraph-tools/index.html b/cn/docs/quickstart/hugegraph-tools/index.html
index 7567746e..55826276 100644
--- a/cn/docs/quickstart/hugegraph-tools/index.html
+++ b/cn/docs/quickstart/hugegraph-tools/index.html
@@ -23,7 +23,7 @@ wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-too
下载最新版本的 HugeGraph-Toolchain 源码包, 然后根目录编译或者单独编译 tool 子模块：
# 1. get from github git clone https://github.com/apache/hugegraph-toolchain.git # 2. get from direct (e.g. here is 1.0.0, please choose the latest version) wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-toolchain-incubating-1.0.0-src.tar.gz 编译生成 tar 包:
cd hugegraph-tools mvn package -DskipTests 生成 tar 包 hugegraph-tools-${version}."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/cn/docs/quickstart/index.html b/cn/docs/quickstart/index.html
index 6572bf51..dc83d077 100644
--- a/cn/docs/quickstart/index.html
+++ b/cn/docs/quickstart/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=cn class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/cn/docs/quickstart/_print/><link rel=alternate type=application/rss+xml href=/cn/docs/quickstart/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-ic [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Quick%20Start" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/cn/docs/summary/index.html b/cn/docs/summary/index.html
index 60ed01b9..e3b48b46 100644
--- a/cn/docs/summary/index.html
+++ b/cn/docs/summary/index.html
@@ -8,7 +8,7 @@ Install HugeGraph-Server
Load data with HugeGraph-Loader
Manage with HugeGraph-Tools
Visual with …"><meta property="og:title" content><meta property="og:description" content="HugeGraph Docs Download Quickstart Install HugeGraph-Server Load data with HugeGraph-Loader Manage with HugeGraph-Tools Visual with HugeGraph-Hubble Display with HugeGraph-Studio Develop with HugeGraph-Client Analysis with HugeGraph-Computer Config Config Guide Config Options Config Authentication Config HTTPS Config Computer API RESTful API Schema PropertyKey VertexLabel EdgeLabel IndexLabel Rebuil [...]
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diff --git a/cn/sitemap.xml b/cn/sitemap.xml
index d62bf443..d0c0a6c9 100644
--- a/cn/sitemap.xml
+++ b/cn/sitemap.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/cn/docs/guides/architectural/</loc><lastmod>2023-01-01T16:16:43+08:00</lastmod><xhtml:link rel="alternate" hreflang="en" href="/docs/guides/architectural/"/><xhtml:link rel="alternate" hreflang="cn" href="/cn/docs/guides/architectural/"/></url><url><loc>/cn/docs/config/config-guide/</loc><lastmod>2023-06-13T13:56:46+08:00 [...]
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/cn/docs/guides/architectural/</loc><lastmod>2023-01-01T16:16:43+08:00</lastmod><xhtml:link rel="alternate" hreflang="en" href="/docs/guides/architectural/"/><xhtml:link rel="alternate" hreflang="cn" href="/cn/docs/guides/architectural/"/></url><url><loc>/cn/docs/config/config-guide/</loc><lastmod>2023-06-13T13:56:46+08:00 [...]
\ No newline at end of file
diff --git a/docs/_print/index.html b/docs/_print/index.html
index f1fff9f3..d5d3d341 100644
--- a/docs/_print/index.html
+++ b/docs/_print/index.html
@@ -1,11 +1,11 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=canonical type=text/html href=/docs/><link rel=alternate type=application/rss+xml href=/docs/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180><l [...]
"><meta property="og:title" content="Documentation"><meta property="og:description" content="Apache HugeGraph site"><meta property="og:type" content="website"><meta property="og:url" content="/docs/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="Documentation"><meta itemprop=description content="Apache HugeGraph site"><meta name=twitter:card content="summary"><meta name=twitter:title content="Documentation"><meta name=twitter:description content="Apache H [...]
<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/>Return to the regular view of this page</a>.</p></div><h1 class=title>Documentation</h1><ul><li>1: <a href=#pg-7dd24b6126e5b249f96de862bfc51025>Introduction with HugeGraph</a></li><li>2: <a href=#pg-64d47cfe1880443239e7c31f8fd1ac1a>Download HugeGraph</a></li><li>3: <a href=#pg-08b1b69f6319108b0455d24614fdd660>Quick Start</a></li><ul><li>3.1: <a href=#pg-8ec2ee5fd8ff8e48255d55eab65d92b6>HugeGraph-Server Qu [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/>Return to the regular view of this page</a>.</p></div><h1 class=title>Documentation</h1><ul><li>1: <a href=#pg-7dd24b6126e5b249f96de862bfc51025>Introduction with HugeGraph</a></li><li>2: <a href=#pg-64d47cfe1880443239e7c31f8fd1ac1a>Download HugeGraph</a></li><li>3: <a href=#pg-08b1b69f6319108b0455d24614fdd660>Quick Start</a></li><ul><li>3.1: <a href=#pg-8ec2ee5fd8ff8e48255d55eab65d92b6>HugeGraph-Server Qu [...]
implemented the <a href=https://tinkerpop.apache.org>Apache TinkerPop3</a> framework and is fully compatible with the <a href=https://tinkerpop.apache.org/gremlin.html>Gremlin</a> query language,
With complete toolchain components, it helps users easily build applications and products based on graph databases. HugeGraph supports fast import of more than 10 billion vertices and edges, and provides millisecond-level relational query capability (OLTP).
It supports large-scale distributed graph computing (OLAP).</p><p>Typical application scenarios of HugeGraph include deep relationship exploration, association analysis, path search, feature extraction, data clustering, community detection, knowledge graph, etc., and are applicable to business fields such as network security, telecommunication fraud, financial risk control, advertising recommendation, social network, and intelligence Robots, etc.</p><h3 id=features>Features</h3><p>HugeGr [...]
-HugeGraph supports multi-user parallel operations. Users can enter Gremlin query statements and get graph query results in time. They can also call HugeGraph API in user programs for graph analysis or query.</p><p>This system has the following features:</p><ul><li>Ease of use: HugeGraph supports Gremlin graph query language and RESTful API, provides common interfaces for graph retrieval, and has peripheral tools with complete functions to easily implement various graph-based query and an [...]
+HugeGraph supports multi-user parallel operations. Users can enter Gremlin query statements and get graph query results in time. They can also call HugeGraph API in user programs for graph analysis or query.</p><p>This system has the following features:</p><ul><li>Ease of use: HugeGraph supports Gremlin graph query language and RESTful API, provides common interfaces for graph retrieval, and has peripheral tools with complete functions to easily implement various graph-based query and an [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># please check the latest version (e.g. here is 1.0.0)</span>
</span></span><span style=display:flex><span>wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-toolchain-incubating-1.0.0.tar.gz
</span></span><span style=display:flex><span>tar zxf *hugegraph-*.tar.gz
@@ -6448,9 +6448,7 @@ Merging mode as needed, and when the Restore is completed, restore the graph mod
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic>// what is the name of the brother and the name of the place?
</span></span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic></span><span style=color:#000>g</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#c4a000>V</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#000>pluto</span><span style=color:#ce5c00;font-weight:700>).</span><span style=color:#c4a000>out</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#4e9a06>'brother'</span><s [...]
-</span></span></code></pre></div><p>推荐使用<a href=/docs/quickstart/hugegraph-studio>HugeGraph-Studio</a> 通过可视化的方式来执行上述代码。另外也可以通过HugeGraph-Client、HugeApi、GremlinConsole和GremlinDriver等多种方式执行上述代码。</p><h4 id=32-总结>3.2 总结</h4><p>HugeGraph 目前支持 <code>Gremlin</code> 的语法，用户可以通过 <code>Gremlin / REST-API</code> 实现各种查询需求。</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f0a22a813c843322c0d360d952e434ce>8 - PERFORMANCE</h1></div><div class=td-content><h1 id=pg-63f6d63db3ee3a5270 [...]
-</span></span><span style=display:flex><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul><li>HugeGraphServer, HugeGremlinServer, and Cassandra are all started on the same machine. Configuration files for the servers are modified only for the host and port settings.</li></ul><h4 id=13-glossary>1.3 Glossary</h4><ul><li>Samples – The total number of threads completed in this scenario.</li><li>Average – The average response time.</li><li>Median – The statistical median of response times.</li><li>90% Line – The response [...]
+</span></span></code></pre></div><p>推荐使用<a href=/docs/quickstart/hugegraph-studio>HugeGraph-Studio</a> 通过可视化的方式来执行上述代码。另外也可以通过HugeGraph-Client、HugeApi、GremlinConsole和GremlinDriver等多种方式执行上述代码。</p><h4 id=32-总结>3.2 总结</h4><p>HugeGraph 目前支持 <code>Gremlin</code> 的语法，用户可以通过 <code>Gremlin / REST-API</code> 实现各种查询需求。</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f0a22a813c843322c0d360d952e434ce>8 - PERFORMANCE</h1></div><div class=td-content><h1 id=pg-63f6d63db3ee3a5270 [...]
</span></span><span style=display:flex><span>git clone https://github.com/<span style=color:#4e9a06>${</span><span style=color:#000>GITHUB_USER_NAME</span><span style=color:#4e9a06>}</span>/hugegraph
</span></span></code></pre></div></li><li><p>Configure local HugeGraph repo</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span><span style=color:#204a87>cd</span> hugegraph
</span></span><span style=display:flex><span>
@@ -6496,7 +6494,7 @@ Merging mode as needed, and when the Restore is completed, restore the graph mod
</span></span><span style=display:flex><span>git rebase -i master
</span></span></code></pre></div></blockquote><p>And push it to GitHub fork repo again:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span><span style=color:#8f5902;font-style:italic># force push the local commit to fork repo</span>
</span></span><span style=display:flex><span>git push -f origin bugfix-branch:bugfix-branch
-</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>9.2 - Subscribe Mailing Lists</h1><h3 id=subscribe-the-mailing-list>Subscribe the mailing list</h3><p>Subscribe to the mailing list by following steps:</p><ul><li>Email <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a [...]
+</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>9.2 - Subscribe Mailing Lists</h1><h3 id=subscribe-the-mailing-list>Subscribe the mailing list</h3><p>Subscribe to the mailing list by following steps:</p><ul><li>Email <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># ubuntu/debian</span>
</span></span><span style=display:flex><span>sudo apt install subversion -y
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># MacOS</span>
diff --git a/docs/changelog/hugegraph-0.12.0-release-notes/index.html b/docs/changelog/hugegraph-0.12.0-release-notes/index.html
index 471b268d..38fc346a 100644
--- a/docs/changelog/hugegraph-0.12.0-release-notes/index.html
+++ b/docs/changelog/hugegraph-0.12.0-release-notes/index.html
@@ -3,7 +3,7 @@ Interface Updates
Support https + auth mode to connect to graph service (hugegraph-client #109 #110)
Unified the parameter naming …"><meta property="og:title" content="HugeGraph 0.12 Release Notes"><meta property="og:description" content="API & Client Interface Updates Support https + auth mode to connect to graph service (hugegraph-client #109 #110) Unified the parameter naming and default values of OLTP interfaces such as kout/kneighbor (hugegraph-client #122 #123) Support RESTful interface for attribute full-text search using P.textcontains() (hugegraph #1312) Added graph_read_mode A [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/changelog/hugegraph-0.12.0-release-notes.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%200.12%20Release%20Notes" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/changelog/hugegraph-1.0.0-release-notes/index.html b/docs/changelog/hugegraph-1.0.0-release-notes/index.html
index 831aed05..dc95a048 100644
--- a/docs/changelog/hugegraph-1.0.0-release-notes/index.html
+++ b/docs/changelog/hugegraph-1.0.0-release-notes/index.html
@@ -3,7 +3,7 @@ API Changes
feat(api): support hot set trace through /exception/trace API.
feat(api): support query by Cypher language. …"><meta property="og:title" content="HugeGraph 1.0.0 Release Notes"><meta property="og:description" content="OLTP API & Client Changes API Changes feat(api): support hot set trace through /exception/trace API. feat(api): support query by Cypher language. feat(api): support swagger UI to viewing API. Client Changes feat(client) support Cypher query API. refact(client): change ’limit’ type from long to int. feat(client): server bypa [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/changelog/hugegraph-1.0.0-release-notes.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+ [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%201.0.0%20Release%20Notes" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/changelog/index.html b/docs/changelog/index.html
index 52cde23c..32c58d16 100644
--- a/docs/changelog/index.html
+++ b/docs/changelog/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/changelog/_print/><link rel=alternate type=application/rss+xml href=/docs/changelog/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x1 [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/changelog/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sect [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=CHANGELOGS" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/cla/index.html b/docs/cla/index.html
index 527c31d2..a6bcdcfe 100644
--- a/docs/cla/index.html
+++ b/docs/cla/index.html
@@ -8,7 +8,7 @@ The purpose of this contributor agreement (“Agreement”) is to clarif
How to use this Contributor Agreement If You are an employee and have created the Contribution as part of your employment, You need to have Your employer approve this Agreement or sign the Entity version of this document."><meta itemprop=dateModified content="2022-03-21T19:51:14+08:00"><meta itemprop=wordCount content="1514"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content><meta name=twitter:description content="Contributor Agreem [...]
The purpose of this contributor agreement (“Agreement”) is to clarify and document the rights granted by contributors to Us. To make this document effective, please follow the comment of GitHub CLA-Assistant when submitting a new pull request.
How to use this Contributor Agreement If You are an employee and have created the Contribution as part of your employment, You need to have Your employer approve this Agreement or sign the Entity version of this document."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.c [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/CLA.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+section+at+the+to [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/clients/gremlin-console/index.html b/docs/clients/gremlin-console/index.html
index 3828b8e6..c7778375 100644
--- a/docs/clients/gremlin-console/index.html
+++ b/docs/clients/gremlin-console/index.html
@@ -2,7 +2,7 @@
Stand-alone offline mode Client/Server mode 1 Stand-alone offline mode Since the lib directory already contains the HugeCore jar package, and HugeGraph has been registered in the Console as a plug-in, the users can write a groovy script directly to call the code of HugeGraph-Core, and then hand it over to the parsing engine in Gremlin-Console for execution."><meta property="og:type" content="article"><meta property="og:url" content="/docs/clients/gremlin-console/"><meta property="article [...]
Stand-alone offline mode Client/Server mode 1 Stand-alone offline mode Since the lib directory already contains the HugeCore jar package, and HugeGraph has been registered in the Console as a plug-in, the users can write a groovy script directly to call the code of HugeGraph-Core, and then hand it over to the parsing engine in Gremlin-Console for execution."><meta itemprop=dateModified content="2023-06-12T23:52:07+08:00"><meta itemprop=wordCount content="806"><meta itemprop=keywords cont [...]
Stand-alone offline mode Client/Server mode 1 Stand-alone offline mode Since the lib directory already contains the HugeCore jar package, and HugeGraph has been registered in the Console as a plug-in, the users can write a groovy script directly to call the code of HugeGraph-Core, and then hand it over to the parsing engine in Gremlin-Console for execution."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scs [...]
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diff --git a/docs/clients/hugegraph-client/index.html b/docs/clients/hugegraph-client/index.html
index fe0eaa19..e491c611 100644
--- a/docs/clients/hugegraph-client/index.html
+++ b/docs/clients/hugegraph-client/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180><link rel=icon type=image/png href=/favicons/favicon-16x16.png sizes=16x16><link rel=icon type=image/png href=/favicons [...]
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diff --git a/docs/clients/index.html b/docs/clients/index.html
index 968f99b6..41b39e36 100644
--- a/docs/clients/index.html
+++ b/docs/clients/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/clients/_print/><link rel=alternate type=application/rss+xml href=/docs/clients/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.p [...]
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diff --git a/docs/clients/restful-api/auth/index.html b/docs/clients/restful-api/auth/index.html
index f9410c78..4f5ba8b7 100644
--- a/docs/clients/restful-api/auth/index.html
+++ b/docs/clients/restful-api/auth/index.html
@@ -4,7 +4,7 @@ To enable authentication and related configurations, please refer to the Authent
Overview of User Authentication and Access Control: HugeGraph supports multi-user authentication and fine-grained access control. It adopts a 4-tier design based on “User-User Group-Operation-Resource” to flexibly control user roles and permissions. Resources describe data in the graph database, such as vertices that meet certain conditions. Each resource consists of three elements: type, label, and properties."><meta property="og:type" content="article"><meta property="og:ur [...]
Overview of User Authentication and Access Control: HugeGraph supports multi-user authentication and fine-grained access control. It adopts a 4-tier design based on “User-User Group-Operation-Resource” to flexibly control user roles and permissions. Resources describe data in the graph database, such as vertices that meet certain conditions. Each resource consists of three elements: type, label, and properties."><meta itemprop=dateModified content="2023-05-21T04:40:00-05:00"> [...]
Overview of User Authentication and Access Control: HugeGraph supports multi-user authentication and fine-grained access control. It adopts a 4-tier design based on “User-User Group-Operation-Resource” to flexibly control user roles and permissions. Resources describe data in the graph database, such as vertices that meet certain conditions. Each resource consists of three elements: type, label, and properties."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc5 [...]
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diff --git a/docs/clients/restful-api/edge/index.html b/docs/clients/restful-api/edge/index.html
index 777eb94c..2fd61b72 100644
--- a/docs/clients/restful-api/edge/index.html
+++ b/docs/clients/restful-api/edge/index.html
@@ -6,7 +6,7 @@ The EdgeId is formed by concatenating src-vertex-id + direction + label + sort-v
When the ID type is number, the vertex ID in the EdgeId has a prefix L, like “L123456>1»L987654”."><meta itemprop=dateModified content="2023-05-19T22:22:11-05:00"><meta itemprop=wordCount content="1432"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="Edge API"><meta name=twitter:description content="2.2 Edge The modification of the vertex ID format also affects the ID of the edge, as well as the formats of the s [...]
The EdgeId is formed by concatenating src-vertex-id + direction + label + sort-values + tgt-vertex-id, but the vertex ID types are not distinguished by quotation marks here. Instead, they are distinguished by prefixes:
When the ID type is number, the vertex ID in the EdgeId has a prefix L, like “L123456>1»L987654”."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymou [...]
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diff --git a/docs/clients/restful-api/edgelabel/index.html b/docs/clients/restful-api/edgelabel/index.html
index 98d9f47c..ae02e121 100644
--- a/docs/clients/restful-api/edgelabel/index.html
+++ b/docs/clients/restful-api/edgelabel/index.html
@@ -9,7 +9,7 @@ Params Explanation
name: Name of the vertex type, required. source_label: Name of the source vertex type, required. target_label: Name of the target vertex type, required. frequency: Whether there can be multiple edges between two points, can have values SINGLE or MULTIPLE, optional (default value: SINGLE). properties: Property types associated with the edge type, optional. sort_keys: Specifies a list of differentiating key properties when multiple associations are allowed."><meta itemprop=dateModified con [...]
Params Explanation
name: Name of the vertex type, required. source_label: Name of the source vertex type, required. target_label: Name of the target vertex type, required. frequency: Whether there can be multiple edges between two points, can have values SINGLE or MULTIPLE, optional (default value: SINGLE). properties: Property types associated with the edge type, optional. sort_keys: Specifies a list of differentiating key properties when multiple associations are allowed."><link rel=preload href=/scss/ma [...]
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diff --git a/docs/clients/restful-api/graphs/index.html b/docs/clients/restful-api/graphs/index.html
index 167220d8..366cd3c6 100644
--- a/docs/clients/restful-api/graphs/index.html
+++ b/docs/clients/restful-api/graphs/index.html
@@ -7,7 +7,7 @@ Response Status
Response Body
{
"graphs": [ …"><meta property="og:title" content="Graphs API"><meta property="og:description" content="6.1 Graphs 6.1.1 List all graphs Method & Url GET http://localhost:8080/graphs Response Status 200 Response Body { "graphs": [ "hugegraph", "hugegraph1" ] } 6.1.2 Get details of the graph Method & Url GET http://localhost:8080/graphs/hugegraph Response Status 200 Response Body { "name": "hugegraph", "backend": "cassandra [...]
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diff --git a/docs/clients/restful-api/gremlin/index.html b/docs/clients/restful-api/gremlin/index.html
index 6ea7f2bc..dfa11c34 100644
--- a/docs/clients/restful-api/gremlin/index.html
+++ b/docs/clients/restful-api/gremlin/index.html
@@ -3,7 +3,7 @@
Params
gremlin: The gremlin statement to be sent to …"><meta property="og:title" content="Gremlin API"><meta property="og:description" content="8.1 Gremlin 8.1.1 Sending a gremlin statement (GET) to HugeGraphServer for synchronous execution Params gremlin: The gremlin statement to be sent to HugeGraphServer for execution bindings: Used to bind parameters. Key is a string, and the value is the bound value (can only be a string or number). This functionality is similar to MySQL’s Prepared S [...]
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diff --git a/docs/clients/restful-api/index.html b/docs/clients/restful-api/index.html
index dcfb4e7e..dfb884d1 100644
--- a/docs/clients/restful-api/index.html
+++ b/docs/clients/restful-api/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/clients/restful-api/_print/><link rel=alternate type=application/rss+xml href=/docs/clients/restful-api/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/ap [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
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diff --git a/docs/clients/restful-api/indexlabel/index.html b/docs/clients/restful-api/indexlabel/index.html
index a4ad2cde..66adee56 100644
--- a/docs/clients/restful-api/indexlabel/index.html
+++ b/docs/clients/restful-api/indexlabel/index.html
@@ -3,7 +3,7 @@ Assuming PropertyKeys from version 1.1.3, VertexLabels from version 1.2.3, and E
1.5.1 Create an IndexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/indexlabels Request Body { "name": "personByCity", "base_type": "VERTEX_LABEL", "base_value": "person", "index_type": "SECONDARY", "fields": [ "city" ] } Response Status 202 Response Body { "index_label": { "id": 1, "base_type": "VERTEX_LABEL", "base_value": "person", " [...]
1.5.1 Create an IndexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/indexlabels Request Body { "name": "personByCity", "base_type": "VERTEX_LABEL", "base_value": "person", "index_type": "SECONDARY", "fields": [ "city" ] } Response Status 202 Response Body { "index_label": { "id": 1, "base_type": "VERTEX_LABEL", "base_value": "person", " [...]
1.5.1 Create an IndexLabel Method & Url POST http://localhost:8080/graphs/hugegraph/schema/indexlabels Request Body { "name": "personByCity", "base_type": "VERTEX_LABEL", "base_value": "person", "index_type": "SECONDARY", "fields": [ "city" ] } Response Status 202 Response Body { "index_label": { "id": 1, "base_type": "VERTEX_LABEL", "base_value": "person", " [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=IndexLabel%20API" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/clients/restful-api/other/index.html b/docs/clients/restful-api/other/index.html
index eab47cc5..1026dcc7 100644
--- a/docs/clients/restful-api/other/index.html
+++ b/docs/clients/restful-api/other/index.html
@@ -6,7 +6,7 @@ Response Status
200
Response Body
{ …"><meta property="og:title" content="Other API"><meta property="og:description" content="10.1 Other 10.1.1 View Version Information of HugeGraph Method & Url GET http://localhost:8080/versions Response Status 200 Response Body { "versions": { "version": "v1", "core": "0.4.5.1", "gremlin": "3.2.5", "api": "0.13.2.0" } } "><meta property="og:type" content="article"><meta property="og:url" content="/docs/clients/rest [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/clients/restful-api/propertykey/index.html b/docs/clients/restful-api/propertykey/index.html
index 88397f39..14aceca6 100644
--- a/docs/clients/restful-api/propertykey/index.html
+++ b/docs/clients/restful-api/propertykey/index.html
@@ -9,7 +9,7 @@ name: The name of the property type, required. data_type: The data type of the p
id: The ID value of the property type. properties: The properties of the property type."><meta itemprop=dateModified content="2023-05-19T05:15:56-05:00"><meta itemprop=wordCount content="462"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="PropertyKey API"><meta name=twitter:description content="1.2 PropertyKey Params Description:
name: The name of the property type, required. data_type: The data type of the property type, including: bool, byte, int, long, float, double, string, date, uuid, blob. The default data type is string. cardinality: The cardinality of the property type, including: single, list, set. The default cardinality is single. Request Body Field Description:
id: The ID value of the property type. properties: The properties of the property type."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/clients/restful-api/rank/index.html b/docs/clients/restful-api/rank/index.html
index 9bf49dc1..da0be176 100644
--- a/docs/clients/restful-api/rank/index.html
+++ b/docs/clients/restful-api/rank/index.html
@@ -4,7 +4,7 @@ You can use …"><meta property="og:title" content="Rank API"><meta property="og
4.2 Details of Rank API 4.2.1 Personal Rank API A typical scenario for Personal Rank algorithm is in recommendation application. According to the out edges of a vertex, recommend some other vertices that having the same or similar edges."><meta property="og:type" content="article"><meta property="og:url" content="/docs/clients/restful-api/rank/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2022-09-15T12:59:59+08:00"><meta property="og:si [...]
4.2 Details of Rank API 4.2.1 Personal Rank API A typical scenario for Personal Rank algorithm is in recommendation application. According to the out edges of a vertex, recommend some other vertices that having the same or similar edges."><meta itemprop=dateModified content="2022-09-15T12:59:59+08:00"><meta itemprop=wordCount content="1478"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="Rank API"><meta name=twitter:description [...]
4.2 Details of Rank API 4.2.1 Personal Rank API A typical scenario for Personal Rank algorithm is in recommendation application. According to the out edges of a vertex, recommend some other vertices that having the same or similar edges."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/clients/restful-api/rebuild/index.html b/docs/clients/restful-api/rebuild/index.html
index bb3f3c4a..7bc8b3e8 100644
--- a/docs/clients/restful-api/rebuild/index.html
+++ b/docs/clients/restful-api/rebuild/index.html
@@ -12,7 +12,7 @@ You can get the asynchronous job status by GET http://localhost:8080/graphs/huge
You can get the asynchronous job status by GET http://localhost:8080/graphs/hugegraph/tasks/${task_id} (the task_id here should be 1). See More AsyncJob RESTfull API
1.6.2 Rebulid all Indexs of VertexLabel Method & Url PUT http://localhost:8080/graphs/hugegraph/jobs/rebuild/vertexlabels/person Response Status 202 Response Body { "task_id": 2 } Note:
You can get the asynchronous job status by GET http://localhost:8080/graphs/hugegraph/tasks/${task_id} (the task_id here should be 2)."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/clients/restful-api/schema/index.html b/docs/clients/restful-api/schema/index.html
index 2999572c..84503a0b 100644
--- a/docs/clients/restful-api/schema/index.html
+++ b/docs/clients/restful-api/schema/index.html
@@ -3,7 +3,7 @@ HugeGraph provides a single interface to get all Schema information of a graph,
Method & Url GET http://localhost:8080/graphs/{graph_name}/schema e.g: GET http://localhost:8080/graphs/hugegraph/schema Response Status 200 Response Body { "propertykeys": [ { "id": 7, "name": "price", "data_type": "DOUBLE", "cardinality": "SINGLE", "aggregate_type": "NONE", "write_type": "OLTP", "properties": [], "status": "CREATED", "user_data": { "~creat [...]
Method & Url GET http://localhost:8080/graphs/{graph_name}/schema e.g: GET http://localhost:8080/graphs/hugegraph/schema Response Status 200 Response Body { "propertykeys": [ { "id": 7, "name": "price", "data_type": "DOUBLE", "cardinality": "SINGLE", "aggregate_type": "NONE", "write_type": "OLTP", "properties": [], "status": "CREATED", "user_data": { "~creat [...]
Method & Url GET http://localhost:8080/graphs/{graph_name}/schema e.g: GET http://localhost:8080/graphs/hugegraph/schema Response Status 200 Response Body { "propertykeys": [ { "id": 7, "name": "price", "data_type": "DOUBLE", "cardinality": "SINGLE", "aggregate_type": "NONE", "write_type": "OLTP", "properties": [], "status": "CREATED", "user_data": { "~creat [...]
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diff --git a/docs/clients/restful-api/task/index.html b/docs/clients/restful-api/task/index.html
index 3c9ef01d..e85928a2 100644
--- a/docs/clients/restful-api/task/index.html
+++ b/docs/clients/restful-api/task/index.html
@@ -7,7 +7,7 @@ limit：the max number of tasks to return
Method & Url
GET …"><meta property="og:title" content="Task API"><meta property="og:description" content="7.1 Task 7.1.1 List all async tasks in graph Params status: the status of asyncTasks limit：the max number of tasks to return Method & Url GET http://localhost:8080/graphs/hugegraph/tasks?status=success Response Status 200 Response Body { "tasks": [{ "task_name": "hugegraph.traversal().V()", "task_progress": 0, "task_create": 1532943976585, "task_status& [...]
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diff --git a/docs/clients/restful-api/traverser/index.html b/docs/clients/restful-api/traverser/index.html
index e41abe2a..ba719d4d 100644
--- a/docs/clients/restful-api/traverser/index.html
+++ b/docs/clients/restful-api/traverser/index.html
@@ -6,7 +6,7 @@ The Traverser API supported by HugeGraph includes:
K-out API: It finds neighbors that are exactly N steps away from a given starting vertex."><meta itemprop=dateModified content="2023-05-20T06:12:55-05:00"><meta itemprop=wordCount content="9966"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="Traverser API"><meta name=twitter:description content="3.1 Overview of Traverser API HugeGraphServer provides a RESTful API interface for the HugeGraph graph database. In addition to the ba [...]
The Traverser API supported by HugeGraph includes:
K-out API: It finds neighbors that are exactly N steps away from a given starting vertex."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/docs/clients/restful-api/variable/index.html b/docs/clients/restful-api/variable/index.html
index f53baa89..b49df14d 100644
--- a/docs/clients/restful-api/variable/index.html
+++ b/docs/clients/restful-api/variable/index.html
@@ -4,7 +4,7 @@ Variables can be used to store data about the entire graph. The data is accessed
5.1.1 Creating or Updating a Key-Value Pair Method & Url PUT http://localhost:8080/graphs/hugegraph/variables/name Request Body { "data": "tom" } Response Status 200 Response Body { "name": "tom" } 5.1.2 Listing all key-value pairs Method & Url GET http://localhost:8080/graphs/hugegraph/variables Response Status 200 Response Body { "name": "tom" } 5."><meta property="og:type" content="article"><meta property="og:url" content="/docs/clients/ [...]
5.1.1 Creating or Updating a Key-Value Pair Method & Url PUT http://localhost:8080/graphs/hugegraph/variables/name Request Body { "data": "tom" } Response Status 200 Response Body { "name": "tom" } 5.1.2 Listing all key-value pairs Method & Url GET http://localhost:8080/graphs/hugegraph/variables Response Status 200 Response Body { "name": "tom" } 5."><meta itemprop=dateModified content="2023-05-21T04:38:57-05:00"><meta itemprop=wordCount c [...]
5.1.1 Creating or Updating a Key-Value Pair Method & Url PUT http://localhost:8080/graphs/hugegraph/variables/name Request Body { "data": "tom" } Response Status 200 Response Body { "name": "tom" } 5.1.2 Listing all key-value pairs Method & Url GET http://localhost:8080/graphs/hugegraph/variables Response Status 200 Response Body { "name": "tom" } 5."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/clients/restful-api/vertex/index.html b/docs/clients/restful-api/vertex/index.html
index dd872ce9..b8ac3c26 100644
--- a/docs/clients/restful-api/vertex/index.html
+++ b/docs/clients/restful-api/vertex/index.html
@@ -8,7 +8,7 @@ id …"><meta property="og:title" content="Vertex API"><meta property="og:descri
Id_Strategy id type AUTOMATIC number PRIMARY_KEY string CUSTOMIZE_STRING string CUSTOMIZE_NUMBER number CUSTOMIZE_UUID uuid For the GET/PUT/DELETE API of a vertex, the id part in the URL should be passed as the id value with type information. This type information is indicated by whether the JSON string is enclosed in quotes, meaning:"><meta property="og:type" content="article"><meta property="og:url" content="/docs/clients/restful-api/vertex/"><meta property="article:section" content="d [...]
Id_Strategy id type AUTOMATIC number PRIMARY_KEY string CUSTOMIZE_STRING string CUSTOMIZE_NUMBER number CUSTOMIZE_UUID uuid For the GET/PUT/DELETE API of a vertex, the id part in the URL should be passed as the id value with type information. This type information is indicated by whether the JSON string is enclosed in quotes, meaning:"><meta itemprop=dateModified content="2023-06-04T23:04:47+08:00"><meta itemprop=wordCount content="1468"><meta itemprop=keywords content><meta name=twitter [...]
Id_Strategy id type AUTOMATIC number PRIMARY_KEY string CUSTOMIZE_STRING string CUSTOMIZE_NUMBER number CUSTOMIZE_UUID uuid For the GET/PUT/DELETE API of a vertex, the id part in the URL should be passed as the id value with type information. This type information is indicated by whether the JSON string is enclosed in quotes, meaning:"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9 [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/clients/restful-api/vertex.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matt [...]
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diff --git a/docs/clients/restful-api/vertexlabel/index.html b/docs/clients/restful-api/vertexlabel/index.html
index 9c33048d..84468c8b 100644
--- a/docs/clients/restful-api/vertexlabel/index.html
+++ b/docs/clients/restful-api/vertexlabel/index.html
@@ -9,7 +9,7 @@ Params Description:
id: The ID value of the vertex type. name: The name of the vertex type, required. id_strategy: The ID strategy for the vertex type, including primary key ID, auto-generated, custom string, custom number, custom UUID. The default strategy is primary key ID. properties: The property types associated with the vertex type. primary_keys: The primary key properties."><meta itemprop=dateModified content="2023-05-19T04:03:23-05:00"><meta itemprop=wordCount content="663"><meta itemprop=keywords c [...]
Params Description:
id: The ID value of the vertex type. name: The name of the vertex type, required. id_strategy: The ID strategy for the vertex type, including primary key ID, auto-generated, custom string, custom number, custom UUID. The default strategy is primary key ID. properties: The property types associated with the vertex type. primary_keys: The primary key properties."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/ [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/config/config-authentication/index.html b/docs/config/config-authentication/index.html
index 4eac40cf..1a28fe2e 100644
--- a/docs/config/config-authentication/index.html
+++ b/docs/config/config-authentication/index.html
@@ -5,7 +5,7 @@ Simple …"><meta property="og:title" content="Built-in User Authentication and
Simple ConfigAuthenticator mode, which stores usernames and passwords in a local configuration file (supports only a single GraphServer). Comprehensive StandardAuthenticator mode, which supports multi-user authentication and fine-grained access control. It adopts a 4-layer design based on “User-UserGroup-Operation-Resource” to flexibly control user roles and permissions (supports multiple GraphServers). Some key designs of the StandardAuthenticator mode include:"><meta proper [...]
Simple ConfigAuthenticator mode, which stores usernames and passwords in a local configuration file (supports only a single GraphServer). Comprehensive StandardAuthenticator mode, which supports multi-user authentication and fine-grained access control. It adopts a 4-layer design based on “User-UserGroup-Operation-Resource” to flexibly control user roles and permissions (supports multiple GraphServers). Some key designs of the StandardAuthenticator mode include:"><meta itempr [...]
Simple ConfigAuthenticator mode, which stores usernames and passwords in a local configuration file (supports only a single GraphServer). Comprehensive StandardAuthenticator mode, which supports multi-user authentication and fine-grained access control. It adopts a 4-layer design based on “User-UserGroup-Operation-Resource” to flexibly control user roles and permissions (supports multiple GraphServers). Some key designs of the StandardAuthenticator mode include:"><link rel=pr [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Built-in%20User%20Authentication%20and%20Authorization%20Configuration%20and%20Usage%20in%20HugeGraph" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/config/config-computer/index.html b/docs/config/config-computer/index.html
index 850c4a84..3ff55d25 100644
--- a/docs/config/config-computer/index.html
+++ b/docs/config/config-computer/index.html
@@ -12,7 +12,7 @@ description
algorithm.message_class
org.apache.hugegraph.computer.core.config.Null
The …"><meta property="og:title" content="HugeGraph-Computer Config"><meta property="og:description" content="Computer Config Options config option default value description algorithm.message_class org.apache.hugegraph.computer.core.config.Null The class of message passed when compute vertex. algorithm.params_class org.apache.hugegraph.computer.core.config.Null The class used to transfer algorithms’ parameters before algorithm been run. algorithm.result_class org.apache.hugegraph.c [...]
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diff --git a/docs/config/config-guide/index.html b/docs/config/config-guide/index.html
index a89398e6..417fff69 100644
--- a/docs/config/config-guide/index.html
+++ b/docs/config/config-guide/index.html
@@ -9,7 +9,7 @@ GremlinServer: GremlinServer accepts Gremlin statements from users, parses them,
The main configuration files include gremlin-server.yaml, rest-server.properties, and hugegraph.properties.
The HugeGraphServer integrates the GremlinServer and RestServer internally, and gremlin-server.yaml and rest-server.properties are used to configure these two servers.
GremlinServer: GremlinServer accepts Gremlin statements from users, parses them, and then invokes the Core code. RestServer: It provides a RESTful API that, based on different HTTP requests, calls the corresponding Core API."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquer [...]
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diff --git a/docs/config/config-https/index.html b/docs/config/config-https/index.html
index 2bd91962..0bff60ab 100644
--- a/docs/config/config-https/index.html
+++ b/docs/config/config-https/index.html
@@ -6,7 +6,7 @@ Server Configuration Modify the conf/rest-server.properties configuration file a
# Set the protocol to HTTPS restserver.url=https://127.0.0.1:8080 # Server keystore file path. This default value is automatically effective when using HTTPS, and you can modify it as needed. ssl.keystore_file=conf/hugegraph-server.keystore # Server keystore file password."><meta itemprop=dateModified content="2023-05-19T05:04:16-05:00"><meta itemprop=wordCount content="632"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="Config [...]
Server Configuration Modify the conf/rest-server.properties configuration file and change the schema part of restserver.url to https.
# Set the protocol to HTTPS restserver.url=https://127.0.0.1:8080 # Server keystore file path. This default value is automatically effective when using HTTPS, and you can modify it as needed. ssl.keystore_file=conf/hugegraph-server.keystore # Server keystore file password."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=st [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Configuring%20HugeGraphServer%20to%20Use%20HTTPS%20Protocol" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/config/config-option/index.html b/docs/config/config-option/index.html
index ba0a4cd9..ac452569 100644
--- a/docs/config/config-option/index.html
+++ b/docs/config/config-option/index.html
@@ -16,7 +16,7 @@ The …"><meta property="og:title" content="HugeGraph Config Options"><meta prop
config option default value description host 127.0.0.1 The host or ip of Gremlin Server. port 8182 The listening port of Gremlin Server. graphs hugegraph: conf/hugegraph.properties The map of graphs with name and config file path. scriptEvaluationTimeout 30000 The timeout for gremlin script execution(millisecond). channelizer org.apache.tinkerpop.gremlin.server.channel.HttpChannelizer Indicates the protocol which the Gremlin Server provides service. authentication authenticator: com.baid [...]
config option default value description host 127.0.0.1 The host or ip of Gremlin Server. port 8182 The listening port of Gremlin Server. graphs hugegraph: conf/hugegraph.properties The map of graphs with name and config file path. scriptEvaluationTimeout 30000 The timeout for gremlin script execution(millisecond). channelizer org.apache.tinkerpop.gremlin.server.channel.HttpChannelizer Indicates the protocol which the Gremlin Server provides service. authentication authenticator: com.baid [...]
config option default value description host 127.0.0.1 The host or ip of Gremlin Server. port 8182 The listening port of Gremlin Server. graphs hugegraph: conf/hugegraph.properties The map of graphs with name and config file path. scriptEvaluationTimeout 30000 The timeout for gremlin script execution(millisecond). channelizer org.apache.tinkerpop.gremlin.server.channel.HttpChannelizer Indicates the protocol which the Gremlin Server provides service. authentication authenticator: com.baid [...]
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diff --git a/docs/config/index.html b/docs/config/index.html
index 9adfa9b3..f5e365f1 100644
--- a/docs/config/index.html
+++ b/docs/config/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/config/_print/><link rel=alternate type=application/rss+xml href=/docs/config/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Config" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/contribution-guidelines/_print/index.html b/docs/contribution-guidelines/_print/index.html
index 43bc22d6..13b6e615 100644
--- a/docs/contribution-guidelines/_print/index.html
+++ b/docs/contribution-guidelines/_print/index.html
@@ -46,7 +46,7 @@
</span></span><span style=display:flex><span>git rebase -i master
</span></span></code></pre></div></blockquote><p>And push it to GitHub fork repo again:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span><span style=color:#8f5902;font-style:italic># force push the local commit to fork repo</span>
</span></span><span style=display:flex><span>git push -f origin bugfix-branch:bugfix-branch
-</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>2 - Subscribe Mailing Lists</h1><h3 id=subscribe-the-mailing-list>Subscribe the mailing list</h3><p>Subscribe to the mailing list by following steps:</p><ul><li>Email <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a> [...]
+</span></span></code></pre></div><p>GitHub will automatically update the Pull Request after we push it, just wait for code review.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-dc89ef117bed0b0ef3c6487f9a6a8bd0>2 - Subscribe Mailing Lists</h1><h3 id=subscribe-the-mailing-list>Subscribe the mailing list</h3><p>Subscribe to the mailing list by following steps:</p><ul><li>Email <a href=mailto:dev-subscribe@hugegraph.apache.org>dev-subscribe@hugegraph.apache.org</a> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># ubuntu/debian</span>
</span></span><span style=display:flex><span>sudo apt install subversion -y
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># MacOS</span>
diff --git a/docs/contribution-guidelines/contribute/index.html b/docs/contribution-guidelines/contribute/index.html
index 72cb6d3d..a4296f11 100644
--- a/docs/contribution-guidelines/contribute/index.html
+++ b/docs/contribution-guidelines/contribute/index.html
@@ -11,7 +11,7 @@ The following is a contribution guide for HugeGraph:
1. Preparation We can contribute by reporting issues, submitting code patches or any other feedback.
Before submitting the code, we need to do some preparation:
Sign up or login to GitHub: https://github.com"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html b/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html
index d6a0d2e8..991f8b1d 100644
--- a/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html
+++ b/docs/contribution-guidelines/hugegraph-server-idea-setup/index.html
@@ -8,7 +8,7 @@ Background The Quick Start section provides instructions on how to start and sto
The core steps for local startup are the same as starting with scripts:"><meta itemprop=dateModified content="2023-06-12T23:52:07+08:00"><meta itemprop=wordCount content="804"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="Setup Server in IDEA"><meta name=twitter:description content="NOTE: The following configuration is for reference purposes only, and has been tested on Linux and macOS platforms based on this version.
Background The Quick Start section provides instructions on how to start and stop HugeGraphServer using scripts. In this guide, we will explain how to run and debug HugeGraph-Server on the Linux platform using IntelliJ IDEA.
The core steps for local startup are the same as starting with scripts:"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Setup%20Server%20in%20IDEA" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/contribution-guidelines/index.html b/docs/contribution-guidelines/index.html
index 4f30da20..91609587 100644
--- a/docs/contribution-guidelines/index.html
+++ b/docs/contribution-guidelines/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/contribution-guidelines/_print/><link rel=alternate type=application/rss+xml href=/docs/contribution-guidelines/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/fav [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
<a href=https://github.com/apache/incubator-hugegraph-doc/edit/master/content/en/docs/contribution-guidelines/_index.md class=td-page-meta--edit target=_blank rel=noopener><i class="fa fa-edit fa-fw"></i> Edit this page</a>
<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/contribution-guidelines/_index.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+ [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Contribution%20Guidelines" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/contribution-guidelines/index.xml b/docs/contribution-guidelines/index.xml
index 2cc0c82a..5986b327 100644
--- a/docs/contribution-guidelines/index.xml
+++ b/docs/contribution-guidelines/index.xml
@@ -111,7 +111,6 @@
<li>Email <a href="mailto:dev-subscribe@hugegraph.apache.org">dev-subscribe@hugegraph.apache.org</a> through your email account, and then you will receive a confirmation email.</li>
<li>Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email.</li>
<li>Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon.</li>
-<li>If you want to unsubscribe from the mailing list, just email <a href="mailto:dev-unsubscribe@hugegraph.apache.org">dev-unsubscribe@hugegraph.apache.org</a> and follow the steps in the confirmation email.</li>
</ul>
<p>You can subscribe to the mailing list anytime you want. Additionally, you can check <a href="https://lists.apache.org/list.html?dev@hugegraph.apache.org">historical emails / all emails</a> easily (even if you are not subscribing to the list).</p>
<p>Some notes:</p>
diff --git a/docs/contribution-guidelines/subscribe/index.html b/docs/contribution-guidelines/subscribe/index.html
index 95243745..2328ea02 100644
--- a/docs/contribution-guidelines/subscribe/index.html
+++ b/docs/contribution-guidelines/subscribe/index.html
@@ -2,15 +2,15 @@
Subscribe to the mailing list by following steps:
Email dev-subscribe@hugegraph.apache.org through your email account, and …"><meta property="og:title" content="Subscribe Mailing Lists"><meta property="og:description" content="Subscribe the mailing list Subscribe to the mailing list by following steps:
-Email dev-subscribe@hugegraph.apache.org through your email account, and then you will receive a confirmation email. Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email. Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon. If you want to unsubscribe from the mailing list, just email dev-unsubscribe@hugegraph."><meta property="og:type" content="a [...]
-Email dev-subscribe@hugegraph.apache.org through your email account, and then you will receive a confirmation email. Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email. Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon. If you want to unsubscribe from the mailing list, just email dev-unsubscribe@hugegraph."><meta itemprop=dateModified content [...]
-Email dev-subscribe@hugegraph.apache.org through your email account, and then you will receive a confirmation email. Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email. Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon. If you want to unsubscribe from the mailing list, just email dev-unsubscribe@hugegraph."><link rel=preload href=/scss/main.m [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+Email dev-subscribe@hugegraph.apache.org through your email account, and then you will receive a confirmation email. Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email. Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon. You can subscribe to the mailing list anytime you want."><meta property="og:type" content="article"><meta property="og:url" [...]
+Email dev-subscribe@hugegraph.apache.org through your email account, and then you will receive a confirmation email. Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email. Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon. You can subscribe to the mailing list anytime you want."><meta itemprop=dateModified content="2023-06-17T14:43:04+08:00"><me [...]
+Email dev-subscribe@hugegraph.apache.org through your email account, and then you will receive a confirmation email. Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email. Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon. You can subscribe to the mailing list anytime you want."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3 [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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-<a id=print href=/docs/contribution-guidelines/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" role=main><nav aria-label=breadcrumb class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=/docs/>Documentation</a></li><li class=breadcrumb-item><a href=/docs/contribution-guidelines/>Contribution Guidelines</a></li><li class="breadcrumb-item active" aria-current=page><a href=/docs/contribution [...]
+<a id=print href=/docs/contribution-guidelines/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" role=main><nav aria-label=breadcrumb class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=/docs/>Documentation</a></li><li class=breadcrumb-item><a href=/docs/contribution-guidelines/>Contribution Guidelines</a></li><li class="breadcrumb-item active" aria-current=page><a href=/docs/contribution [...]
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diff --git a/docs/contribution-guidelines/validate-release/index.html b/docs/contribution-guidelines/validate-release/index.html
index 401f57c0..9cb98def 100644
--- a/docs/contribution-guidelines/validate-release/index.html
+++ b/docs/contribution-guidelines/validate-release/index.html
@@ -9,7 +9,7 @@ Verification When the internal temporary release and packaging work is completed
1. prepare If there is no svn or gpg or wget environment locally, it is recommended to install it first (windows recommend using WSL2 environment, or at least git-bash), also make sure to install java (recommended 11) and maven software"><meta itemprop=dateModified content="2023-02-15T16:14:21+08:00"><meta itemprop=wordCount content="1035"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="Validate Apache Release"><meta name=twitte [...]
Verification When the internal temporary release and packaging work is completed, other community developers (especially PMC) need to participate in the verification linkTo ensure the “correctness + completeness” of someone’s published version, here requires everyone to participate as much as possible, and then explain which items you have checked in the subsequent email reply. (The following are the core items)
1. prepare If there is no svn or gpg or wget environment locally, it is recommended to install it first (windows recommend using WSL2 environment, or at least git-bash), also make sure to install java (recommended 11) and maven software"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https: [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
<a href=https://github.com/apache/incubator-hugegraph-doc/edit/master/content/en/docs/contribution-guidelines/validate-release.md class=td-page-meta--edit target=_blank rel=noopener><i class="fa fa-edit fa-fw"></i> Edit this page</a>
<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/contribution-guidelines/validate-release.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the [...]
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diff --git a/docs/download/download/index.html b/docs/download/download/index.html
index ec4d136e..0d876091 100644
--- a/docs/download/download/index.html
+++ b/docs/download/download/index.html
@@ -11,15 +11,15 @@ download
HugeGraph-Server …"><meta property="og:title" content="Download HugeGraph"><meta property="og:description" content="Latest version The latest HugeGraph: 1.0.0, released on 2023-02-22(how to build from source).
-components description download HugeGraph-Server The main program of HugeGraph 1.0.0(alternate) HugeGraph-Toolchain A collection of tools for graph data import/export/backup, web visualization, etc. 1.0.0(alternate) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release [...]
-components description download HugeGraph-Server The main program of HugeGraph 1.0.0(alternate) HugeGraph-Toolchain A collection of tools for graph data import/export/backup, web visualization, etc. 1.0.0(alternate) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release [...]
+components description download HugeGraph-Server The main program of HugeGraph 1.0.0(alternate) HugeGraph-Toolchain A collection of tools for graph data import/export/backup, web visualization, etc. 1.0.0(alternate) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release [...]
+components description download HugeGraph-Server The main program of HugeGraph 1.0.0(alternate) HugeGraph-Toolchain A collection of tools for graph data import/export/backup, web visualization, etc. 1.0.0(alternate) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release [...]
components description download HugeGraph-Server The main program of HugeGraph 1.0.0(alternate) HugeGraph-Toolchain A collection of tools for graph data import/export/backup, web visualization, etc. 1.0.0(alternate) Binary Versions mapping Version Release Date server toolchain computer Release Notes 1.0.0 2023-02-22 [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] [Binary] [Sign] [SHA512] Release-Notes Source Versions mapping Version Release Date server toolchain computer common Release [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
<a href=https://github.com/apache/incubator-hugegraph-doc/edit/master/content/en/docs/download/download.md class=td-page-meta--edit target=_blank rel=noopener><i class="fa fa-edit fa-fw"></i> Edit this page</a>
<a href="https://github.com/apache/incubator-hugegraph-doc/new/master/content/en/docs/download/download.md?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sec [...]
<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=Download%20HugeGraph" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/incubator-hugegraph/issues/new class=td-page-meta--project-issue target=_blank rel=noopener><i class="fas fa-tasks fa-fw"></i> Create project issue</a>
-<a id=print href=/docs/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><ul><li><a href=#latest-version>Latest version</a></li><li><a href=#binary-versions-mapping>Binary Versions mapping</a></li><li><a href=#source-versions-mapping>Source Versions mapping</a></li><li><a href=#outdated-versions-mapping>outdated Versions mapping</a></li></ul></li></ul></nav></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" [...]
+<a id=print href=/docs/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><ul><li><a href=#latest-version>Latest version</a></li><li><a href=#binary-versions-mapping>Binary Versions mapping</a></li><li><a href=#source-versions-mapping>Source Versions mapping</a></li><li><a href=#outdated-versions-mapping>Outdated Versions Mapping</a></li></ul></li></ul></nav></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" [...]
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diff --git a/docs/guides/architectural/index.html b/docs/guides/architectural/index.html
index ccf47503..5d29b439 100644
--- a/docs/guides/architectural/index.html
+++ b/docs/guides/architectural/index.html
@@ -3,7 +3,7 @@ As a general-purpose graph database product, HugeGraph needs to have the basic f
2 components The main functions of HugeGraph are divided into components such as HugeCore, ApiServer, HugeGraph-Client, HugeGraph-Loader and HugeGraph-Studio."><meta property="og:type" content="article"><meta property="og:url" content="/docs/guides/architectural/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2023-05-12T23:46:05-05:00"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph Architecture Ov [...]
2 components The main functions of HugeGraph are divided into components such as HugeCore, ApiServer, HugeGraph-Client, HugeGraph-Loader and HugeGraph-Studio."><meta itemprop=dateModified content="2023-05-12T23:46:05-05:00"><meta itemprop=wordCount content="225"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph Architecture Overview"><meta name=twitter:description content="1 Overview As a general-purpose graph database p [...]
2 components The main functions of HugeGraph are divided into components such as HugeCore, ApiServer, HugeGraph-Client, HugeGraph-Loader and HugeGraph-Studio."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixe [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/guides/backup-restore/index.html b/docs/guides/backup-restore/index.html
index 687360b8..92058921 100644
--- a/docs/guides/backup-restore/index.html
+++ b/docs/guides/backup-restore/index.html
@@ -12,7 +12,7 @@ Backup Export the metadata and graph data of a graph in the HugeGraph system in
Restore Re-import the data in JSON format exported by Backup to a graph in the HugeGraph system.
Restore has two modes:
In Restoring mode, the metadata and graph data exported by Backup are restored to the HugeGraph system intact."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/docs/guides/custom-plugin/index.html b/docs/guides/custom-plugin/index.html
index 78fb4d8e..7e752d88 100644
--- a/docs/guides/custom-plugin/index.html
+++ b/docs/guides/custom-plugin/index.html
@@ -1,7 +1,7 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180><link rel=icon type=image/png href=/favicons/favicon-16x16.png sizes=16x16><link rel=icon type=image/png href=/favicons [...]
HugeGraph is not only open source and open, but also simple and easy to use. General users can easily add plug-in extension functions …"><meta property="og:title" content="HugeGraph Plugin mechanism and plug-in extension process"><meta property="og:description" content="Background HugeGraph is not only open source and open, but also simple and easy to use. General users can easily add plug-in extension functions without changing the source code. HugeGraph supports a variety of built-in s [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%20Plugin%20mechanism%20and%20plug-in%20extension%20process" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/guides/desgin-concept/index.html b/docs/guides/desgin-concept/index.html
index 9e7a6b0c..333d5e48 100644
--- a/docs/guides/desgin-concept/index.html
+++ b/docs/guides/desgin-concept/index.html
@@ -1,6 +1,6 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180><link rel=icon type=image/png href=/favicons/favicon-16x16.png sizes=16x16><link rel=icon type=image/png href=/favicons [...]
There are two common graph data representation models, namely the RDF (Resource Description Framework) model and the Property Graph …"><meta property="og:title" content="HugeGraph Design Concepts"><meta property="og:description" content="1. Property Graph There are two common graph data representation models, namely the RDF (Resource Description Framework) model and the Property Graph (Property Graph) model. Both RDF and Property Graph are the most basic and well-known graph representati [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph%20Design%20Concepts" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/guides/faq/index.html b/docs/guides/faq/index.html
index 89111bb8..ab7b24ab 100644
--- a/docs/guides/faq/index.html
+++ b/docs/guides/faq/index.html
@@ -11,7 +11,7 @@ Please check if the JDK version is Java 11, at least Java 8 is required"><meta i
Judge according to your specific needs. Generally, if the stand-alone machine or the data volume is < 10 billion, RocksDB is recommended, and other back-end clusters that use distributed storage are recommended.
Prompt when starting the service: xxx (core dumped) xxx
Please check if the JDK version is Java 11, at least Java 8 is required"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous></script>
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diff --git a/docs/guides/index.html b/docs/guides/index.html
index 006f1edd..79e3a674 100644
--- a/docs/guides/index.html
+++ b/docs/guides/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/guides/_print/><link rel=alternate type=application/rss+xml href=/docs/guides/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png [...]
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diff --git a/docs/index.html b/docs/index.html
index 5975480e..a3d9d4c5 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -1,6 +1,6 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/_print/><link rel=alternate type=application/rss+xml href=/docs/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180 [...]
"><meta property="og:title" content="Documentation"><meta property="og:description" content="Apache HugeGraph site"><meta property="og:type" content="website"><meta property="og:url" content="/docs/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="Documentation"><meta itemprop=description content="Apache HugeGraph site"><meta name=twitter:card content="summary"><meta name=twitter:title content="Documentation"><meta name=twitter:description content="Apache H [...]
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diff --git a/docs/index.xml b/docs/index.xml
index 6d0ca5c0..303835a1 100644
--- a/docs/index.xml
+++ b/docs/index.xml
@@ -3820,7 +3820,7 @@ multiple times to achieve deduplication. It should be noted that the properties
</tbody>
</table>
<hr>
-<h3 id="outdated-versions-mapping">outdated Versions mapping</h3>
+<h3 id="outdated-versions-mapping">Outdated Versions Mapping</h3>
<table>
<thead>
<tr>
@@ -6204,7 +6204,6 @@ And there is no need to guarantee the order between the two parameters.</p>
<li>Email <a href="mailto:dev-subscribe@hugegraph.apache.org">dev-subscribe@hugegraph.apache.org</a> through your email account, and then you will receive a confirmation email.</li>
<li>Reply to the confirmation email to confirm your subscription. Then, you will receive another confirmation email.</li>
<li>Now you are a subscriber of the mailing list. If you have more questions, just email the mailing list and someone will reply to you soon.</li>
-<li>If you want to unsubscribe from the mailing list, just email <a href="mailto:dev-unsubscribe@hugegraph.apache.org">dev-unsubscribe@hugegraph.apache.org</a> and follow the steps in the confirmation email.</li>
</ul>
<p>You can subscribe to the mailing list anytime you want. Additionally, you can check <a href="https://lists.apache.org/list.html?dev@hugegraph.apache.org">historical emails / all emails</a> easily (even if you are not subscribing to the list).</p>
<p>Some notes:</p>
@@ -7464,133 +7463,7 @@ Implement a class inherited from <code>Formatter</code> in the directory,
</span></span><span style="display:flex;"><span>./bin/hugegraph --url http://127.0.0.1:8080 --graph hugegraph graph-mode-set -m NONE
</span></span></code></pre></div><h6 id="8-graph-migration">8. Graph Migration</h6>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-bash" data-lang="bash"><span style="display:flex;"><span>./bin/hugegraph --url http://127.0.0.1:8080 --graph hugegraph migrate --target-url http://127.0.0.1:8090 --target-graph hugegraph
-</span></span></code></pre></div></description></item><item><title>Docs: v0.4.4</title><link>/docs/performance/api-preformance/hugegraph-api-0.4.4/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/performance/api-preformance/hugegraph-api-0.4.4/</guid><description>
-<h3 id="1-test-environment">1 Test environment</h3>
-<p>Target Machine Information</p>
-<table>
-<thead>
-<tr>
-<th>机器编号</th>
-<th>CPU</th>
-<th>Memory</th>
-<th>NIC (Network Interface Card)</th>
-<th>Disk</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>1</td>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-<td>1.4T HDD</td>
-</tr>
-<tr>
-<td>2</td>
-<td>48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz</td>
-<td>128G</td>
-<td>10000Mbps</td>
-<td>750GB SSD,2.7T HDD</td>
-</tr>
-</tbody>
-</table>
-<ul>
-<li><strong>Pressure testing machine information:</strong> Configured the same as machine number 1.</li>
-<li><strong>Testing tool:</strong> Apache JMeter 2.5.1.</li>
-</ul>
-<p>Note: The pressure testing machine and the machine being tested are in the same room.</p>
-<h3 id="2-test-description">2 Test Description</h3>
-<h4 id="21-definition-of-terms-the-unit-of-time-is-ms">2.1 Definition of terms (the unit of time is ms)</h4>
-<ul>
-<li>Samples &ndash; The total number of threads completed in this scenario.</li>
-<li>Average &ndash; The average response time.</li>
-<li>Median &ndash; The median response time in terms of statistical significance.</li>
-<li>90% Line &ndash; The response time of 90% of all threads is less than xx.</li>
-<li>Min &ndash; The minimum response time.</li>
-<li>Max &ndash; The maximum response time.</li>
-<li>Error &ndash; The error rate.</li>
-<li>Throughput &ndash; The throughput.</li>
-<li>KB/sec &ndash; The throughput measured in terms of traffic.</li>
-</ul>
-<h4 id="22-underlying-storage">2.2 Underlying storage</h4>
-<p>RocksDB is used for backend storage, HugeGraph and RocksDB are both started on the same machine, and the configuration files related to the server remain the default except for the modification of the host and port.</p>
-<h3 id="3-summary-of-performance-results">3 Summary of performance results</h3>
-<ol>
-<li>The upper limit of the number of requests HugeGraph can handle per second is 7000</li>
-<li>The speed of batch insertion is much higher than that of single insertion, and the test results on the server reach 22w edges/s, 37w vertices/s</li>
-<li>The backend is RocksDB, and increasing the number of CPUs and memory size can improve the performance of batch inserts. Doubling the CPU and memory size can increase performance by 45% to 60%.</li>
-<li>In the batch insertion scenario, using SSD instead of HDD, the performance improvement is small, only 3%-5%</li>
-</ol>
-<h3 id="4-test-results-and-analysis">4 Test results and analysis</h3>
-<h4 id="41-batch-insertion">4.1 Batch insertion</h4>
-<h5 id="411-maximum-pressure-test">4.1.1 Maximum Pressure Test</h5>
-<h6 id="test-methods">Test Methods</h6>
-<p>Continuously increase the concurrency level and test the upper limit of the server&rsquo;s ability to provide services normally.</p>
-<h6 id="pressure-parameters">Pressure Parameters</h6>
-<p>Duration: 5 minutes</p>
-<h6 id="maximum-insertion-speed-of-vertices-and-edges-high-performance-server-with-ssd-storage-for-rocksdb-data">Maximum Insertion Speed of Vertices and Edges (High-performance server with SSD storage for RocksDB data):</h6>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/best.png" alt="image">
-</center>
-<h6 id="conclusion">Conclusion:</h6>
-<ul>
-<li>With a concurrency of 1000, the edge throughput is 451, which can process 225,500 data per second: 451 * 500 = 225,500/s.</li>
-<li>With a concurrency of 2000, the vertex throughput is 1842.4, which can process 368,480 data per second: 1842.4 * 200 = 368,480/s.</li>
-</ul>
-<p><strong>1. The Impact of CPU and Memory on Insertion Performance (Servers Using HDD Storage for RocksDB Data, Batch Insertion)</strong></p>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/cpu-memory.png" alt="image">
-</center>
-<h6 id="conclusion-1">Conclusion:</h6>
-<ul>
-<li>With the same HDD disk, doubling the CPU and memory size increases edge throughput from 268 to 426, which improves performance by about 60%.</li>
-<li>With the same HDD disk, doubling the CPU and memory size increases vertex throughput from 1263.8 to 1842.4, which improves performance by about 45%.</li>
-</ul>
-<p><strong>2. The Impact of SSD and HDD on Insertion Performance (High-performance Servers, Batch Insertion)</strong></p>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/ssd.png" alt="image">
-</center>
-<h6 id="conclusion-2">Conclusion:</h6>
-<ul>
-<li>For edge insertion, using SSD yields a throughput of 451.7, while using HDD yields a throughput of 426.6, which results in a 5% performance improvement.</li>
-<li>For vertex insertion, using SSD yields a throughput of 1842.4, while using HDD yields a throughput of 1794, which results in a performance improvement of about 3%.</li>
-</ul>
-<p><strong>3. The Impact of Different Concurrent Thread Numbers on Insertion Performance (Ordinary Servers, HDD Storage for RocksDB Data)</strong></p>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/threads-batch.png" alt="image">
-</center>
-<h5 id="conclusion-3">Conclusion:</h5>
-<ul>
-<li>For vertices, at 1000 concurrency, the response time is 7ms and at 1500 concurrency, the response time is 1028ms. The throughput remained around 1300, indicating that the inflection point data should be around 1300. At 1300 concurrency, the response time has reached 22ms, which is within a controllable range. Compared to HugeGraph 0.2 (1000 concurrency: average response time 8959ms), the processing capacity has made a qualitative leap.</li>
-<li>For edges, the processing time is too long and exceeds 3 seconds from 1000 to 2000 concurrency, and the throughput almost fluctuates around 270. Therefore, increasing the concurrency will not significantly increase the throughput. 270 is an inflection point, and compared with HugeGraph 0.2 (1000 concurrency: average response time 31849ms), the processing capacity has improved significantly.</li>
-</ul>
-<h4 id="42-single-insertion">4.2 single insertion</h4>
-<h5 id="421-upper-limit-test-under-pressure">4.2.1 Upper Limit Test under Pressure</h5>
-<h6 id="test-method">Test Method</h6>
-<p>Continuously increase the concurrency level and test the upper limit of the pressure at which the server can still provide normal services.</p>
-<h6 id="pressure-parameters-1">Pressure Parameters</h6>
-<ul>
-<li>Duration: 5 minutes</li>
-<li>Service exception criteria: Error rate greater than 0.00%.</li>
-</ul>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/threads-single.png" alt="image">
-</center>
-<h4 id="conclusion-4">Conclusion:</h4>
-<ul>
-<li>Vertices:
-<ul>
-<li>At 4000 concurrent connections, there were no errors, with an average response time of less than 1ms. At 6000 concurrent connections, there were no errors, with an average response time of 5ms, which is acceptable.</li>
-<li>At 8000 concurrent connections, there were 0.01% errors and the system could not handle it, resulting in connection timeout errors. The system&rsquo;s peak performance should be around 7000 concurrent connections.</li>
-</ul>
-</li>
-<li>Edges:
-<ul>
-<li>At 4000 concurrent connections, the response time was 1ms. At 6000 concurrent connections, there were no abnormalities, with an average response time of 8ms. The main differences were in IO network recv and send as well as CPU usage.</li>
-<li>At 8000 concurrent connections, there was a 0.01% error rate, with an average response time of 15ms. The turning point should be around 7000 concurrent connections, which matches the vertex results.</li>
-</ul>
-</li>
-</ul></description></item><item><title>Docs: Validate Apache Release</title><link>/docs/contribution-guidelines/validate-release/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/contribution-guidelines/validate-release/</guid><description>
+</span></span></code></pre></div></description></item><item><title>Docs: Validate Apache Release</title><link>/docs/contribution-guidelines/validate-release/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/contribution-guidelines/validate-release/</guid><description>
<blockquote>
<p>Note: this doc will be updated continuously.</p>
</blockquote>
@@ -8426,346 +8299,7 @@ Merging mode as needed, and when the Restore is completed, restore the graph mod
<li><a href="https://gist.github.com/imbajin/1661450f000cd62a67e46d4f1abfe82c">Local Debugging Guide for HugeGraph Server (Win/Unix)</a></li>
<li><a href="https://youtrack.jetbrains.com/issue/IDEA-180033">&ldquo;package sun.misc does not exist&rdquo; compilation error</a></li>
<li><a href="https://youtrack.jetbrains.com/issue/IDEA-201168">Cannot compile: java: package sun.misc does not exist</a></li>
-</ol></description></item><item><title>Docs: v0.2</title><link>/docs/performance/api-preformance/hugegraph-api-0.2/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/performance/api-preformance/hugegraph-api-0.2/</guid><description>
-<h3 id="1-test-environment">1 Test environment</h3>
-<h4 id="11-software-and-hardware-information">1.1 Software and hardware information</h4>
-<p>The load testing and target machines have the same configuration, with the following basic parameters:</p>
-<table>
-<thead>
-<tr>
-<th>CPU</th>
-<th>Memory</th>
-<th>网卡</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-</tr>
-</tbody>
-</table>
-<h4 id="12-service-configuration">1.2 Service Configuration</h4>
-<ul>
-<li>HugeGraph Version: 0.2</li>
-<li>Backend Storage: Cassandra 3.10, deployed as a single node in the service.</li>
-<li>Backend Configuration Modification: Modified two properties in the cassandra.yaml file, while keeping the rest of the options default:</li>
-</ul>
-<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span> batch_size_warn_threshold_in_kb: 1000
-</span></span><span style="display:flex;"><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul>
-<li>HugeGraphServer, HugeGremlinServer, and Cassandra are all started on the same machine. Configuration files for the servers are modified only for the host and port settings.</li>
-</ul>
-<h4 id="13-glossary">1.3 Glossary</h4>
-<ul>
-<li>Samples &ndash; The total number of threads completed in this scenario.</li>
-<li>Average &ndash; The average response time.</li>
-<li>Median &ndash; The statistical median of response times.</li>
-<li>90% Line &ndash; The response time below which 90% of all threads fall.</li>
-<li>Min &ndash; The minimum response time.</li>
-<li>Max &ndash; The maximum response time.</li>
-<li>Error &ndash; The error rate.</li>
-<li>Troughput &ndash; The number of requests processed per unit of time.</li>
-<li>KB/sec &ndash; The throughput measured in kilobytes per second.</li>
-</ul>
-<p><em>Note: All time units are measured in ms.</em></p>
-<h3 id="2-test-results">2 Test Results</h3>
-<h4 id="21-schema">2.1 schema</h4>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>property_keys</td>
-<td>331000</td>
-<td>1</td>
-<td>1</td>
-<td>2</td>
-<td>0</td>
-<td>172</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>178.1</td>
-</tr>
-<tr>
-<td>vertex_labels</td>
-<td>331000</td>
-<td>1</td>
-<td>2</td>
-<td>2</td>
-<td>1</td>
-<td>126</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>193.4</td>
-</tr>
-<tr>
-<td>edge_labels</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>158</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>242.8</td>
-</tr>
-</tbody>
-</table>
-<p>Conclusion: Under the pressure of 1000 concurrent requests lasting for 5 minutes, the average response time for the schema interface is 1-2ms, and there is no pressure.</p>
-<h4 id="22-single-insert">2.2 Single Insert</h4>
-<h5 id="221-insertion-rate-test">2.2.1 Insertion Rate Test</h5>
-<h6 id="pressure-parameters">Pressure Parameters</h6>
-<p>Test Method: Fixed concurrency, test server and backend processing speed.</p>
-<ul>
-<li>Concurrency: 1000</li>
-<li>Duration: 5 minutes</li>
-</ul>
-<h6 id="performance-indicators">Performance Indicators</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>single_insert_vertices</td>
-<td>331000</td>
-<td>0</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>21</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>234.4</td>
-</tr>
-<tr>
-<td>single_insert_edges</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>53</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>309.1</td>
-</tr>
-</tbody>
-</table>
-<h6 id="conclusion">Conclusion</h6>
-<ul>
-<li>For vertices: average response time of 1ms, with each request inserting one piece of data. With an average of 920 requests processed per second, the average total data processed per second is approximately 920 pieces of data.</li>
-<li>For edges: average response time of 1ms, with each request inserting one piece of data. With an average of 920 requests processed per second, the average total data processed per second is approximately 920 pieces of data.</li>
-</ul>
-<h5 id="222-stress-test">2.2.2 Stress Test</h5>
-<p>Test Method: Continuously increase concurrency to test the maximum stress level at which the server can still provide normal services.</p>
-<h6 id="stress-parameters">Stress Parameters</h6>
-<ul>
-<li>Duration: 5 minutes</li>
-<li>Service Exception Flag: Error rate greater than 0.00%</li>
-</ul>
-<h6 id="performance-metrics">Performance Metrics</h6>
-<table>
-<thead>
-<tr>
-<th>Concurrency</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>2000(vertex)</td>
-<td>661916</td>
-<td>1</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>3012</td>
-<td>0.00%</td>
-<td>1842.9/sec</td>
-<td>469.1</td>
-</tr>
-<tr>
-<td>4000(vertex)</td>
-<td>1316124</td>
-<td>13</td>
-<td>1</td>
-<td>14</td>
-<td>0</td>
-<td>9023</td>
-<td>0.00%</td>
-<td>3673.1/sec</td>
-<td>935.0</td>
-</tr>
-<tr>
-<td>5000(vertex)</td>
-<td>1468121</td>
-<td>1010</td>
-<td>1135</td>
-<td>1227</td>
-<td>0</td>
-<td>9223</td>
-<td>0.06%</td>
-<td>4095.6/sec</td>
-<td>1046.0</td>
-</tr>
-<tr>
-<td>7000(vertex)</td>
-<td>1378454</td>
-<td>1617</td>
-<td>1708</td>
-<td>1886</td>
-<td>0</td>
-<td>9361</td>
-<td>0.08%</td>
-<td>3860.3/sec</td>
-<td>987.1</td>
-</tr>
-<tr>
-<td>2000(edge)</td>
-<td>629399</td>
-<td>953</td>
-<td>1043</td>
-<td>1113</td>
-<td>1</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1750.3/sec</td>
-<td>587.6</td>
-</tr>
-<tr>
-<td>3000(edge)</td>
-<td>648364</td>
-<td>2258</td>
-<td>2404</td>
-<td>2500</td>
-<td>2</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1810.7/sec</td>
-<td>607.9</td>
-</tr>
-<tr>
-<td>4000(edge)</td>
-<td>649904</td>
-<td>1992</td>
-<td>2112</td>
-<td>2211</td>
-<td>1</td>
-<td>9001</td>
-<td>0.06%</td>
-<td>1812.5/sec</td>
-<td>608.5</td>
-</tr>
-</tbody>
-</table>
-<h6 id="conclusion-1">Conclusion</h6>
-<ul>
-<li>Vertex:
-<ul>
-<li>4000 concurrency: normal, no error rate, average time 13ms;</li>
-<li>5000 concurrency: if 5000 data insertions are processed per second, there will be an error rate of 0.06%, indicating that it cannot be handled. The peak should be at 4000.</li>
-</ul>
-</li>
-<li>Edge:
-<ul>
-<li>1000 concurrency: response time is 2ms, which is quite different from the response time of 2000 concurrency, mainly because IO network rec and send, as well as CPU, have almost doubled);</li>
-<li>2000 concurrency: if 2000 data insertions are processed per second, the average time is 953ms, and the average number of requests processed per second is 1750;</li>
-<li>3000 concurrency: if 3000 data insertions are processed per second, the average time is 2258ms, and the average number of requests processed per second is 1810;</li>
-<li>4000 concurrency: if 4000 data insertions are processed per second, the average number of requests processed per second is 1812;</li>
-</ul>
-</li>
-</ul>
-<h4 id="23-batch-insertion">2.3 Batch Insertion</h4>
-<h5 id="231-insertion-rate-test">2.3.1 Insertion Rate Test</h5>
-<h6 id="pressure-parameters-1">Pressure Parameters</h6>
-<p>Test Method: Fix the concurrency and test the processing speed of the server and backend.</p>
-<ul>
-<li>Concurrency: 1000</li>
-<li>Duration: 5 minutes</li>
-</ul>
-<h6 id="performance-indicators-1">Performance Indicators</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>batch_insert_vertices</td>
-<td>37162</td>
-<td>8959</td>
-<td>9595</td>
-<td>9704</td>
-<td>17</td>
-<td>9852</td>
-<td>0.00%</td>
-<td>103.4/sec</td>
-<td>393.3</td>
-</tr>
-<tr>
-<td>batch_insert_edges</td>
-<td>10800</td>
-<td>31849</td>
-<td>34544</td>
-<td>35132</td>
-<td>435</td>
-<td>35747</td>
-<td>0.00%</td>
-<td>28.8/sec</td>
-<td>814.9</td>
-</tr>
-</tbody>
-</table>
-<h6 id="conclusion-2">Conclusion</h6>
-<ul>
-<li>Vertex: The average response time is 8959ms, which is too long. Each request inserts 199 data, and the average processing rate is 103 requests per second. Therefore, the average number of data processed per second is about 2w (20,000) data.</li>
-<li>Edge: The average response time is 31849ms, which is too long. Each request inserts 499 data, and the average processing rate is 28 requests per second. Therefore, the average number of data processed per second is about 13900 (13,900) data.</li>
-</ul></description></item><item><title>Docs: HugeGraph-Hubble Quick Start</title><link>/docs/quickstart/hugegraph-hubble/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/quickstart/hugegraph-hubble/</guid><description>
+</ol></description></item><item><title>Docs: HugeGraph-Hubble Quick Start</title><link>/docs/quickstart/hugegraph-hubble/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/quickstart/hugegraph-hubble/</guid><description>
<h3 id="1-hugegraph-hubble-overview">1 HugeGraph-Hubble Overview</h3>
<p>HugeGraph is an analysis-oriented graph database system that supports batch operations, which fully supports <a href="https://tinkerpop.apache.org">Apache TinkerPop3</a> framework and <a href="https://tinkerpop.apache.org/gremlin.html">Gremlin</a> graph query language. It provides a complete tool chain ecology such as export, backup, and recovery, and effectively solve the storage, query and correlation analysis needs of massive graph data. HugeGraph is widely used in t [...]
<p><strong>HugeGraph-Hubble</strong> is HugeGraph&rsquo;s one-stop visual analysis platform. The platform covers the whole process from data modeling, to efficient data import, to real-time and offline analysis of data, and unified management of graphs, realizing the whole process wizard of graph application. It is designed to improve the user&rsquo;s use fluency, lower the user&rsquo;s use threshold, and provide a more efficient and easy-to-use user experience.</p>
@@ -15800,4 +15334,565 @@ The authorization API includes: creating, deleting, modifying, and querying perm
</span></span><span style="display:flex;"><span> <span style="color:#204a87;font-weight:bold">&#34;api&#34;</span><span style="color:#000;font-weight:bold">:</span> <span style="color:#4e9a06">&#34;0.13.2.0&#34;</span>
</span></span><span style="display:flex;"><span> <span style="color:#000;font-weight:bold">}</span>
</span></span><span style="display:flex;"><span><span style="color:#000;font-weight:bold">}</span>
-</span></span></code></pre></div></description></item></channel></rss>
\ No newline at end of file
+</span></span></code></pre></div></description></item><item><title>Docs:</title><link>/docs/cla/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/cla/</guid><description>
+<h2 id="contributor-agreement">Contributor Agreement</h2>
+<h2 id="individual-contributor-exclusive-license-agreement">Individual Contributor exclusive License Agreement</h2>
+<h2 id="including-the-traditional-patent-license-option">(including the TRADITIONAL PATENT LICENSE OPTION)</h2>
+<p>Thank you for your interest in contributing to HugeGraph&rsquo;s all projects (&ldquo;We&rdquo; or &ldquo;Us&rdquo;).</p>
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+<h3 id="how-to-use-this-contributor-agreement">How to use this Contributor Agreement</h3>
+<p>If You are an employee and have created the Contribution as part of your employment, You need to have Your employer approve this Agreement or sign the Entity version of this document. If You do not own the Copyright in the entire work of authorship, any other author of the Contribution should also sign this – in any event, please contact Us at <a href="mailto:hugegraph@googlegroups.com">hugegraph@googlegroups.com</a></p>
+<h3 id="1-definitions">1. Definitions</h3>
+<p><strong>&ldquo;You&rdquo;</strong> means the individual Copyright owner who Submits a Contribution to Us.</p>
+<p><strong>&ldquo;Contribution&rdquo;</strong> means any original work of authorship, including any original modifications or additions to an existing work of authorship, Submitted by You to Us, in which You own the Copyright.</p>
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+<p><strong>&ldquo;Submit&rdquo;</strong> means any act by which a Contribution is transferred to Us by You by means of tangible or intangible media, including but not limited to electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, Us, but excluding any transfer that is conspicuously marked or otherwise designated in writing by You as &ldquo;Not a Contribution.&rdquo;</p>
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+<h4 id="21-copyright-license-to-us">2.1 Copyright license to Us</h4>
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+<ul>
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+</ul>
+<h4 id="22-moral-rights">2.2 Moral rights</h4>
+<p>Moral Rights remain unaffected to the extent they are recognized and not waivable by applicable law. Notwithstanding, You may add your name to the attribution mechanism customary used in the Materials you Contribute to, such as the header of the source code files of Your Contribution, and We will respect this attribution when using Your Contribution.</p>
+<h4 id="23-copyright-license-back-to-you">2.3 Copyright license back to You</h4>
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+<ul>
+<li>publish the Contribution,</li>
+<li>modify the Contribution,</li>
+<li>prepare derivative works based upon or containing the Contribution and/or to combine the Contribution with other Materials,</li>
+<li>reproduce the Contribution in original or modified form,</li>
+<li>distribute, to make the Contribution available to the public, display and publicly perform the Contribution in original or modified form.</li>
+</ul>
+<p>This license back is limited to the Contribution and does not provide any rights to the Material.</p>
+<h3 id="3-patents">3. Patents</h3>
+<h4 id="31-patent-license">3.1 Patent license</h4>
+<p>Subject to the terms and conditions of this Agreement You hereby grant to Us and to recipients of Materials distributed by Us a worldwide, royalty-free, non-exclusive, perpetual and irrevocable (except as stated in Section 3.2) patent license, with the right to transfer an unlimited number of non-exclusive licenses or to grant sublicenses to third parties, to make, have made, use, sell, offer for sale, import and otherwise transfer the Contribution and the Contribution in combinati [...]
+<h4 id="32-revocation-of-patent-license">3.2 Revocation of patent license</h4>
+<p>You reserve the right to revoke the patent license stated in section 3.1 if We make any infringement claim that is targeted at your Contribution and not asserted for a Defensive Purpose. An assertion of claims of the Patents shall be considered for a &ldquo;Defensive Purpose&rdquo; if the claims are asserted against an entity that has filed, maintained, threatened, or voluntarily participated in a patent infringement lawsuit against Us or any of Our licensees.</p>
+<h3 id="4-license-obligations-by-us">4. License obligations by Us</h3>
+<p>We agree to (sub)license the Contribution or any Materials containing, based on or derived from your Contribution under the terms of any licenses the Free Software Foundation classifies as Free Software License and which are approved by the Open Source Initiative as Open Source licenses.</p>
+<p>More specifically and in strict accordance with the above paragraph, we agree to (sub)license the Contribution or any Materials containing, based on or derived from the Contribution only in accordance with our licensing policy available at: <a href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a>.</p>
+<p>In addition, We may use the following licenses for Documentation in the Contribution: GFDL-1.2 (including any right to adopt any future version of a license).</p>
+<p>We agree to license patents owned or controlled by You only to the extent necessary to (sub)license Your Contribution(s) and the combination of Your Contribution(s) with the Material under the terms of any licenses the Free Software Foundation classifies as Free Software licenses and which are approved by the Open Source Initiative as Open Source licenses..</p>
+<h3 id="5-disclaimer">5. Disclaimer</h3>
+<p>THE CONTRIBUTION IS PROVIDED &ldquo;AS IS&rdquo;. MORE PARTICULARLY, ALL EXPRESS OR IMPLIED WARRANTIES INCLUDING, WITHOUT LIMITATION, ANY IMPLIED WARRANTY OF SATISFACTORY QUALITY, FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT ARE EXPRESSLY DISCLAIMED BY YOU TO US AND BY US TO YOU. TO THE EXTENT THAT ANY SUCH WARRANTIES CANNOT BE DISCLAIMED, SUCH WARRANTY IS LIMITED IN DURATION AND EXTENT TO THE MINIMUM PERIOD AND EXTENT PERMITTED BY LAW.</p>
+<h3 id="6-consequential-damage-waiver">6. Consequential damage waiver</h3>
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+<h3 id="7-approximation-of-disclaimer-and-damage-waiver">7. Approximation of disclaimer and damage waiver</h3>
+<p>IF THE DISCLAIMER AND DAMAGE WAIVER MENTIONED IN SECTION 5. AND SECTION 6. CANNOT BE GIVEN LEGAL EFFECT UNDER APPLICABLE LOCAL LAW, REVIEWING COURTS SHALL APPLY LOCAL LAW THAT MOST CLOSELY APPROXIMATES AN ABSOLUTE WAIVER OF ALL CIVIL OR CONTRACTUAL LIABILITY IN CONNECTION WITH THE CONTRIBUTION.</p>
+<h3 id="8-term">8. Term</h3>
+<p>8.1 This Agreement shall come into effect upon Your acceptance of the terms and conditions.</p>
+<p>8.2 This Agreement shall apply for the term of the copyright and patents licensed here. However, You shall have the right to terminate the Agreement if We do not fulfill the obligations as set forth in Section 4. Such termination must be made in writing.</p>
+<p>8.3 In the event of a termination of this Agreement Sections 5, 6, 7, 8 and 9 shall survive such termination and shall remain in full force thereafter. For the avoidance of doubt, Free and Open Source Software (sub)licenses that have already been granted for Contributions at the date of the termination shall remain in full force after the termination of this Agreement.</p>
+<h3 id="9-miscellaneous">9 Miscellaneous</h3>
+<p>9.1 This Agreement and all disputes, claims, actions, suits or other proceedings arising out of this agreement or relating in any way to it shall be governed by the laws of China excluding its private international law provisions.</p>
+<p>9.2 This Agreement sets out the entire agreement between You and Us for Your Contributions to Us and overrides all other agreements or understandings.</p>
+<p>9.3 In case of Your death, this agreement shall continue with Your heirs. In case of more than one heir, all heirs must exercise their rights through a commonly authorized person.</p>
+<p>9.4 If any provision of this Agreement is found void and unenforceable, such provision will be replaced to the extent possible with a provision that comes closest to the meaning of the original provision and that is enforceable. The terms and conditions set forth in this Agreement shall apply notwithstanding any failure of essential purpose of this Agreement or any limited remedy to the maximum extent possible under law.</p>
+<p>9.5 You agree to notify Us of any facts or circumstances of which you become aware that would make this Agreement inaccurate in any respect.</p></description></item><item><title>Docs:</title><link>/docs/performance/hugegraph-benchmark-0.4.4/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/performance/hugegraph-benchmark-0.4.4/</guid><description>
+<h3 id="1-测试环境">1 测试环境</h3>
+<h4 id="11-硬件信息">1.1 硬件信息</h4>
+<table>
+<thead>
+<tr>
+<th>CPU</th>
+<th>Memory</th>
+<th>网卡</th>
+<th>磁盘</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz</td>
+<td>128G</td>
+<td>10000Mbps</td>
+<td>750GB SSD</td>
+</tr>
+</tbody>
+</table>
+<h4 id="12-软件信息">1.2 软件信息</h4>
+<h5 id="121-测试用例">1.2.1 测试用例</h5>
+<p>测试使用<a href="https://github.com/socialsensor/graphdb-benchmarks">graphdb-benchmark</a>，一个图数据库测试集。该测试集主要包含4类测试：</p>
+<ul>
+<li>
+<p>Massive Insertion，批量插入顶点和边，一定数量的顶点或边一次性提交</p>
+</li>
+<li>
+<p>Single Insertion，单条插入，每个顶点或者每条边立即提交</p>
+</li>
+<li>
+<p>Query，主要是图数据库的基本查询操作：</p>
+<ul>
+<li>Find Neighbors，查询所有顶点的邻居</li>
+<li>Find Adjacent Nodes，查询所有边的邻接顶点</li>
+<li>Find Shortest Path，查询第一个顶点到100个随机顶点的最短路径</li>
+</ul>
+</li>
+<li>
+<p>Clustering，基于Louvain Method的社区发现算法</p>
+</li>
+</ul>
+<h5 id="122-测试数据集">1.2.2 测试数据集</h5>
+<p>测试使用人造数据和真实数据</p>
+<ul>
+<li>
+<p>MIW、SIW和QW使用SNAP数据集</p>
+<ul>
+<li>
+<p><a href="http://snap.stanford.edu/data/email-Enron.html">Enron Dataset</a></p>
+</li>
+<li>
+<p><a href="http://snap.stanford.edu/data/amazon0601.html">Amazon dataset</a></p>
+</li>
+<li>
+<p><a href="http://snap.stanford.edu/data/com-Youtube.html">Youtube dataset</a></p>
+</li>
+<li>
+<p><a href="http://snap.stanford.edu/data/com-LiveJournal.html">LiveJournal dataset</a></p>
+</li>
+</ul>
+</li>
+<li>
+<p>CW使用<a href="https://sites.google.com/site/andrealancichinetti/files">LFR-Benchmark generator</a>生成的人造数据</p>
+</li>
+</ul>
+<h6 id="本测试用到的数据集规模">本测试用到的数据集规模</h6>
+<table>
+<thead>
+<tr>
+<th>名称</th>
+<th>vertex数目</th>
+<th>edge数目</th>
+<th>文件大小</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>email-enron.txt</td>
+<td>36,691</td>
+<td>367,661</td>
+<td>4MB</td>
+</tr>
+<tr>
+<td>com-youtube.ungraph.txt</td>
+<td>1,157,806</td>
+<td>2,987,624</td>
+<td>38.7MB</td>
+</tr>
+<tr>
+<td>amazon0601.txt</td>
+<td>403,393</td>
+<td>3,387,388</td>
+<td>47.9MB</td>
+</tr>
+</tbody>
+</table>
+<h4 id="13-服务配置">1.3 服务配置</h4>
+<ul>
+<li>HugeGraph版本：0.4.4，RestServer和Gremlin Server和backends都在同一台服务器上</li>
+<li>Cassandra版本：cassandra-3.10，commit-log 和data共用SSD</li>
+<li>RocksDB版本：rocksdbjni-5.8.6</li>
+<li>Titan版本：0.5.4, 使用thrift+Cassandra模式</li>
+</ul>
+<blockquote>
+<p>graphdb-benchmark适配的Titan版本为0.5.4</p>
+</blockquote>
+<h3 id="2-测试结果">2 测试结果</h3>
+<h4 id="21-batch插入性能">2.1 Batch插入性能</h4>
+<table>
+<thead>
+<tr>
+<th>Backend</th>
+<th>email-enron(30w)</th>
+<th>amazon0601(300w)</th>
+<th>com-youtube.ungraph(300w)</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Titan</td>
+<td>9.516</td>
+<td>88.123</td>
+<td>111.586</td>
+</tr>
+<tr>
+<td>RocksDB</td>
+<td>2.345</td>
+<td>14.076</td>
+<td>16.636</td>
+</tr>
+<tr>
+<td>Cassandra</td>
+<td>11.930</td>
+<td>108.709</td>
+<td>101.959</td>
+</tr>
+<tr>
+<td>Memory</td>
+<td>3.077</td>
+<td>15.204</td>
+<td>13.841</td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>表头&quot;（）&ldquo;中数据是数据规模，以边为单位</li>
+<li>表中数据是批量插入的时间，单位是s</li>
+<li>例如，HugeGraph使用RocksDB插入amazon0601数据集的300w条边，花费14.076s，速度约为21w edges/s</li>
+</ul>
+<h5 id="结论">结论</h5>
+<ul>
+<li>RocksDB和Memory后端插入性能优于Cassandra</li>
+<li>HugeGraph和Titan同样使用Cassandra作为后端的情况下，插入性能接近</li>
+</ul>
+<h4 id="22-遍历性能">2.2 遍历性能</h4>
+<h5 id="221-术语说明">2.2.1 术语说明</h5>
+<ul>
+<li>FN(Find Neighbor), 遍历所有vertex, 根据vertex查邻接edge, 通过edge和vertex查other vertex</li>
+<li>FA(Find Adjacent), 遍历所有edge，根据edge获得source vertex和target vertex</li>
+</ul>
+<h5 id="222-fn性能">2.2.2 FN性能</h5>
+<table>
+<thead>
+<tr>
+<th>Backend</th>
+<th>email-enron(3.6w)</th>
+<th>amazon0601(40w)</th>
+<th>com-youtube.ungraph(120w)</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Titan</td>
+<td>7.724</td>
+<td>70.935</td>
+<td>128.884</td>
+</tr>
+<tr>
+<td>RocksDB</td>
+<td>8.876</td>
+<td>65.852</td>
+<td>63.388</td>
+</tr>
+<tr>
+<td>Cassandra</td>
+<td>13.125</td>
+<td>126.959</td>
+<td>102.580</td>
+</tr>
+<tr>
+<td>Memory</td>
+<td>22.309</td>
+<td>207.411</td>
+<td>165.609</td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>表头&rdquo;（）&ldquo;中数据是数据规模，以顶点为单位</li>
+<li>表中数据是遍历顶点花费的时间，单位是s</li>
+<li>例如，HugeGraph使用RocksDB后端遍历amazon0601的所有顶点，并查找邻接边和另一顶点，总共耗时65.852s</li>
+</ul>
+<h5 id="223-fa性能">2.2.3 FA性能</h5>
+<table>
+<thead>
+<tr>
+<th>Backend</th>
+<th>email-enron(30w)</th>
+<th>amazon0601(300w)</th>
+<th>com-youtube.ungraph(300w)</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Titan</td>
+<td>7.119</td>
+<td>63.353</td>
+<td>115.633</td>
+</tr>
+<tr>
+<td>RocksDB</td>
+<td>6.032</td>
+<td>64.526</td>
+<td>52.721</td>
+</tr>
+<tr>
+<td>Cassandra</td>
+<td>9.410</td>
+<td>102.766</td>
+<td>94.197</td>
+</tr>
+<tr>
+<td>Memory</td>
+<td>12.340</td>
+<td>195.444</td>
+<td>140.89</td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>表头&rdquo;（）&ldquo;中数据是数据规模，以边为单位</li>
+<li>表中数据是遍历边花费的时间，单位是s</li>
+<li>例如，HugeGraph使用RocksDB后端遍历amazon0601的所有边，并查询每条边的两个顶点，总共耗时64.526s</li>
+</ul>
+<h6 id="结论-1">结论</h6>
+<ul>
+<li>HugeGraph RocksDB &gt; Titan thrift+Cassandra &gt; HugeGraph Cassandra &gt; HugeGraph Memory</li>
+</ul>
+<h4 id="23-hugegraph-图常用分析方法性能">2.3 HugeGraph-图常用分析方法性能</h4>
+<h5 id="术语说明">术语说明</h5>
+<ul>
+<li>FS(Find Shortest Path), 寻找最短路径</li>
+<li>K-neighbor，从起始vertex出发，通过K跳边能够到达的所有顶点, 包括1, 2, 3&hellip;(K-1), K跳边可达vertex</li>
+<li>K-out, 从起始vertex出发，恰好经过K跳out边能够到达的顶点</li>
+</ul>
+<h5 id="fs性能">FS性能</h5>
+<table>
+<thead>
+<tr>
+<th>Backend</th>
+<th>email-enron(30w)</th>
+<th>amazon0601(300w)</th>
+<th>com-youtube.ungraph(300w)</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Titan</td>
+<td>11.333</td>
+<td>0.313</td>
+<td>376.06</td>
+</tr>
+<tr>
+<td>RocksDB</td>
+<td>44.391</td>
+<td>2.221</td>
+<td>268.792</td>
+</tr>
+<tr>
+<td>Cassandra</td>
+<td>39.845</td>
+<td>3.337</td>
+<td>331.113</td>
+</tr>
+<tr>
+<td>Memory</td>
+<td>35.638</td>
+<td>2.059</td>
+<td>388.987</td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>表头&rdquo;（）&ldquo;中数据是数据规模，以边为单位</li>
+<li>表中数据是找到<strong>从第一个顶点出发到达随机选择的100个顶点的最短路径</strong>的时间，单位是s</li>
+<li>例如，HugeGraph使用RocksDB查找第一个顶点到100个随机顶点的最短路径，总共耗时2.059s</li>
+</ul>
+<h6 id="结论-2">结论</h6>
+<ul>
+<li>在数据规模小或者顶点关联关系少的场景下，Titan最短路径性能优于HugeGraph</li>
+<li>随着数据规模增大且顶点的关联度增高，HugeGraph最短路径性能优于Titan</li>
+</ul>
+<h5 id="k-neighbor性能">K-neighbor性能</h5>
+<table>
+<thead>
+<tr>
+<th>顶点</th>
+<th>深度</th>
+<th>一度</th>
+<th>二度</th>
+<th>三度</th>
+<th>四度</th>
+<th>五度</th>
+<th>六度</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>v1</td>
+<td>时间</td>
+<td>0.031s</td>
+<td>0.033s</td>
+<td>0.048s</td>
+<td>0.500s</td>
+<td>11.27s</td>
+<td>OOM</td>
+</tr>
+<tr>
+<td>v111</td>
+<td>时间</td>
+<td>0.027s</td>
+<td>0.034s</td>
+<td>0.115</td>
+<td>1.36s</td>
+<td>OOM</td>
+<td>&ndash;</td>
+</tr>
+<tr>
+<td>v1111</td>
+<td>时间</td>
+<td>0.039s</td>
+<td>0.027s</td>
+<td>0.052s</td>
+<td>0.511s</td>
+<td>10.96s</td>
+<td>OOM</td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>HugeGraph-Server的JVM内存设置为32GB，数据量过大时会出现OOM</li>
+</ul>
+<h5 id="k-out性能">K-out性能</h5>
+<table>
+<thead>
+<tr>
+<th>顶点</th>
+<th>深度</th>
+<th>一度</th>
+<th>二度</th>
+<th>三度</th>
+<th>四度</th>
+<th>五度</th>
+<th>六度</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>v1</td>
+<td>时间</td>
+<td>0.054s</td>
+<td>0.057s</td>
+<td>0.109s</td>
+<td>0.526s</td>
+<td>3.77s</td>
+<td>OOM</td>
+</tr>
+<tr>
+<td>度</td>
+<td>10</td>
+<td>133</td>
+<td>2453</td>
+<td>50,830</td>
+<td>1,128,688</td>
+<td></td>
+<td></td>
+</tr>
+<tr>
+<td>v111</td>
+<td>时间</td>
+<td>0.032s</td>
+<td>0.042s</td>
+<td>0.136s</td>
+<td>1.25s</td>
+<td>20.62s</td>
+<td>OOM</td>
+</tr>
+<tr>
+<td>度</td>
+<td>10</td>
+<td>211</td>
+<td>4944</td>
+<td>113150</td>
+<td>2,629,970</td>
+<td></td>
+<td></td>
+</tr>
+<tr>
+<td>v1111</td>
+<td>时间</td>
+<td>0.039s</td>
+<td>0.045s</td>
+<td>0.053s</td>
+<td>1.10s</td>
+<td>2.92s</td>
+<td>OOM</td>
+</tr>
+<tr>
+<td>度</td>
+<td>10</td>
+<td>140</td>
+<td>2555</td>
+<td>50825</td>
+<td>1,070,230</td>
+<td></td>
+<td></td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>HugeGraph-Server的JVM内存设置为32GB，数据量过大时会出现OOM</li>
+</ul>
+<h6 id="结论-3">结论</h6>
+<ul>
+<li>FS场景，HugeGraph性能优于Titan</li>
+<li>K-neighbor和K-out场景，HugeGraph能够实现在5度范围内秒级返回结果</li>
+</ul>
+<h4 id="24-图综合性能测试-cw">2.4 图综合性能测试-CW</h4>
+<table>
+<thead>
+<tr>
+<th>数据库</th>
+<th>规模1000</th>
+<th>规模5000</th>
+<th>规模10000</th>
+<th>规模20000</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Titan</td>
+<td>45.943</td>
+<td>849.168</td>
+<td>2737.117</td>
+<td>9791.46</td>
+</tr>
+<tr>
+<td>Memory(core)</td>
+<td>41.077</td>
+<td>1825.905</td>
+<td>*</td>
+<td>*</td>
+</tr>
+<tr>
+<td>Cassandra（core）</td>
+<td>39.783</td>
+<td>862.744</td>
+<td>2423.136</td>
+<td>6564.191</td>
+</tr>
+<tr>
+<td>RocksDB（core）</td>
+<td>33.383</td>
+<td>199.894</td>
+<td>763.869</td>
+<td>1677.813</td>
+</tr>
+</tbody>
+</table>
+<p><em>说明</em></p>
+<ul>
+<li>&ldquo;规模&quot;以顶点为单位</li>
+<li>表中数据是社区发现完成需要的时间，单位是s，例如HugeGraph使用RocksDB后端在规模10000的数据集，社区聚合不再变化，需要耗时763.869s</li>
+<li>&ldquo;*&ldquo;表示超过10000s未完成</li>
+<li>CW测试是CRUD的综合评估</li>
+<li>后三者分别是HugeGraph的不同后端，该测试中HugeGraph跟Titan一样，没有通过client，直接对core操作</li>
+</ul>
+<h5 id="结论-4">结论</h5>
+<ul>
+<li>HugeGraph在使用Cassandra后端时，性能略优于Titan，随着数据规模的增大，优势越来越明显，数据规模20000时，比Titan快30%</li>
+<li>HugeGraph在使用RocksDB后端时，性能远高于Titan和HugeGraph的Cassandra后端，分别比两者快了6倍和4倍</li>
+</ul></description></item></channel></rss>
\ No newline at end of file
diff --git a/docs/introduction/readme/index.html b/docs/introduction/readme/index.html
index fcba6092..f16c429f 100644
--- a/docs/introduction/readme/index.html
+++ b/docs/introduction/readme/index.html
@@ -1,7 +1,7 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180><link rel=icon type=image/png href=/favicons/favicon-16x16.png sizes=16x16><link rel=icon type=image/png href=/favicons [...]
HugeGraph is an easy-to-use, efficient, general-purpose open source graph database system(Graph Database, GitHub project address),
implemented …"><meta property="og:title" content="Introduction with HugeGraph"><meta property="og:description" content="Summary HugeGraph is an easy-to-use, efficient, general-purpose open source graph database system(Graph Database, GitHub project address), implemented the Apache TinkerPop3 framework and is fully compatible with the Gremlin query language, With complete toolchain components, it helps users easily build applications and products based on graph databases. HugeGraph suppor [...]
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diff --git a/docs/language/hugegraph-example/index.html b/docs/language/hugegraph-example/index.html
index ffd41bb3..f8563f31 100644
--- a/docs/language/hugegraph-example/index.html
+++ b/docs/language/hugegraph-example/index.html
@@ -23,7 +23,7 @@ HugeGraph目前有HugeGraph-API、HugeGraph-Client、HugeGraph-Loader、HugeGrap
该关系图谱中有两类顶点，分别是人物（character）和位置（location）如下表：
名称 类型 属性 character vertex name,age,type location vertex name 有六种关系，分别是父子（father）、母子（mother）、兄弟（brother）、战斗（battled）、居住(lives)、拥有宠物（pet） 关于关系图谱的具体信息如下：
名称 类型 source vertex label target vertex label 属性 father edge character character - mother edge character character - brother edge character character - pet edge character character - lives edge character location reason 在HugeGraph中，每个edge label只能作用于一对source vertex label和target vertex label。也就是说，如果一个图内定义了一种关系father连接character和character，那farther就不能再连接其他的vertex labels。"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link [...]
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diff --git a/docs/language/hugegraph-gremlin/index.html b/docs/language/hugegraph-gremlin/index.html
index c952e1bb..c5f45384 100644
--- a/docs/language/hugegraph-gremlin/index.html
+++ b/docs/language/hugegraph-gremlin/index.html
@@ -3,7 +3,7 @@ HugeGraph supports Gremlin, a graph traversal query language of Apache TinkerPop
Gremlin can be used to create entities (Vertex and Edge) of a graph, modify the properties of entities, and delete entities."><meta property="og:type" content="article"><meta property="og:url" content="/docs/language/hugegraph-gremlin/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2023-05-14T07:29:41-05:00"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph Gremlin"><meta itemprop=description content [...]
Gremlin can be used to create entities (Vertex and Edge) of a graph, modify the properties of entities, and delete entities."><meta itemprop=dateModified content="2023-05-14T07:29:41-05:00"><meta itemprop=wordCount content="1895"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph Gremlin"><meta name=twitter:description content="Overview HugeGraph supports Gremlin, a graph traversal query language of Apache TinkerPop3. Whi [...]
Gremlin can be used to create entities (Vertex and Edge) of a graph, modify the properties of entities, and delete entities."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigi [...]
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diff --git a/docs/language/index.html b/docs/language/index.html
index df833d2d..0754d657 100644
--- a/docs/language/index.html
+++ b/docs/language/index.html
@@ -1,5 +1,5 @@
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diff --git a/docs/performance/_print/index.html b/docs/performance/_print/index.html
index 907432d6..78db248d 100644
--- a/docs/performance/_print/index.html
+++ b/docs/performance/_print/index.html
@@ -1,8 +1,6 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=canonical type=text/html href=/docs/performance/><link rel=alternate type=application/rss+xml href=/docs/performance/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x [...]
<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/performance/>Return to the regular view of this page</a>.</p></div><h1 class=title>PERFORMANCE</h1><ul><li>1: <a href=#pg-63f6d63db3ee3a5270fc1ca0a0c0e181>HugeGraph BenchMark Performance</a></li><li>2: <a href=#pg-699ebe5daed825049424b7539aad30f9>HugeGraph-API Performance</a></li><ul><li>2.1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2.2: <a href=#pg-fd5b165e28a07 [...]
-</span></span><span style=display:flex><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul><li>HugeGraphServer, HugeGremlinServer, and Cassandra are all started on the same machine. Configuration files for the servers are modified only for the host and port settings.</li></ul><h4 id=13-glossary>1.3 Glossary</h4><ul><li>Samples – The total number of threads completed in this scenario.</li><li>Average – The average response time.</li><li>Median – The statistical median of response times.</li><li>90% Line – The response [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/performance/>Return to the regular view of this page</a>.</p></div><h1 class=title>PERFORMANCE</h1><ul><li>1: <a href=#pg-63f6d63db3ee3a5270fc1ca0a0c0e181>HugeGraph BenchMark Performance</a></li><li>2: <a href=#pg-699ebe5daed825049424b7539aad30f9>HugeGraph-API Performance</a></li><ul><li>2.1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2.2: <a href=#pg-fd5b165e28a07 [...]
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diff --git a/docs/performance/api-preformance/_print/index.html b/docs/performance/api-preformance/_print/index.html
index 0da1eb36..b1db6c98 100644
--- a/docs/performance/api-preformance/_print/index.html
+++ b/docs/performance/api-preformance/_print/index.html
@@ -2,9 +2,7 @@
Single …"><meta property="og:title" content="HugeGraph-API Performance"><meta property="og:description" content="Apache HugeGraph site"><meta property="og:type" content="website"><meta property="og:url" content="/docs/performance/api-preformance/"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph-API Performance"><meta itemprop=description content="Apache HugeGraph site"><meta name=twitter:card content="summary"><meta name=twitter:title content="Hug [...]
<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/performance/api-preformance/>Return to the regular view of this page</a>.</p></div><h1 class=title>HugeGraph-API Performance</h1><ul><li>1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2: <a href=#pg-fd5b165e28a07f1c35ab177b10e15dc8>v0.5.6 Cluster(Cassandra)</a></li><li>3: <a href=#pg-0005aca20e30ef2795411939ccbf0fd9>v0.4.4</a></li><li>4: <a href=#pg-d4233a3feb070643 [...]
-</span></span><span style=display:flex><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul><li>HugeGraphServer, HugeGremlinServer, and Cassandra are all started on the same machine. Configuration files for the servers are modified only for the host and port settings.</li></ul><h4 id=13-glossary>1.3 Glossary</h4><ul><li>Samples – The total number of threads completed in this scenario.</li><li>Average – The average response time.</li><li>Median – The statistical median of response times.</li><li>90% Line – The response [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/performance/api-preformance/>Return to the regular view of this page</a>.</p></div><h1 class=title>HugeGraph-API Performance</h1><ul><li>1: <a href=#pg-dbfafc29a5e930415f78f72c47ee67f2>v0.5.6 Stand-alone(RocksDB)</a></li><li>2: <a href=#pg-fd5b165e28a07f1c35ab177b10e15dc8>v0.5.6 Cluster(Cassandra)</a></li></ul><div class=content><p>The HugeGraph API performance test mainly tests HugeGraph-Server’s ab [...]
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diff --git a/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html b/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html
index f592c417..ca78bf6d 100644
--- a/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html
+++ b/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/index.html
@@ -21,7 +21,7 @@ CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000
2 Test Description 2.1 Definition of terms (the unit of time is ms) Samples – The total number of threads completed in this scenario."><meta itemprop=dateModified content="2023-05-16T23:30:00-05:00"><meta itemprop=wordCount content="548"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="v0.5.6 Cluster(Cassandra)"><meta name=twitter:description content="1 Test environment Compressed machine information
CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000Mbps 750GB SSD,2.7T HDD Starting Pressure Machine Information: Configured the same as the compressed machine. Testing tool: Apache JMeter 2.5.1. Note: The machine used to initiate the load and the machine being tested are located in the same data center (or server room)
2 Test Description 2.1 Definition of terms (the unit of time is ms) Samples – The total number of threads completed in this scenario."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbb [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html b/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html
index 7be5d94c..0688a5a8 100644
--- a/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html
+++ b/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/index.html
@@ -21,7 +21,7 @@ CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000
2 Test description 2.1 Definition of terms (the unit of time is ms) Samples: The total number of threads completed in the current scenario."><meta itemprop=dateModified content="2023-05-15T22:47:44-05:00"><meta itemprop=wordCount content="575"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="v0.5.6 Stand-alone(RocksDB)"><meta name=twitter:description content="1 Test environment Compressed machine information:
CPU Memory 网卡 磁盘 48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz 128G 10000Mbps 750GB SSD,2.7T HDD Information about the machine used to generate load: configured the same as the machine that is being tested under load. Testing tool: Apache JMeter 2.5.1 Note: The load-generating machine and the machine under test are located in the same local network.
2 Test description 2.1 Definition of terms (the unit of time is ms) Samples: The total number of threads completed in the current scenario."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbb [...]
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diff --git a/docs/performance/api-preformance/index.html b/docs/performance/api-preformance/index.html
index 58591ffc..9f835c65 100644
--- a/docs/performance/api-preformance/index.html
+++ b/docs/performance/api-preformance/index.html
@@ -1,12 +1,12 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/performance/api-preformance/_print/><link rel=alternate type=application/rss+xml href=/docs/performance/api-preformance/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon h [...]
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-<a id=print href=/docs/performance/api-preformance/_print/><i class="fa fa-print fa-fw"></i> Print entire section</a></div></aside><main class="col-12 col-md-9 col-xl-8 pl-md-5" role=main><nav aria-label=breadcrumb class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=/docs/>Documentation</a></li><li class=breadcrumb-item><a href=/docs/performance/>PERFORMANCE</a></li><li class="breadcrumb-item active" aria-current=page><a href=/docs/performance/api-preformance/>Hug [...]
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diff --git a/docs/performance/api-preformance/index.xml b/docs/performance/api-preformance/index.xml
index 32ce3945..ab32ff7f 100644
--- a/docs/performance/api-preformance/index.xml
+++ b/docs/performance/api-preformance/index.xml
@@ -236,469 +236,4 @@
<h6 id="conclusion-5">Conclusion:</h6>
<ul>
<li>For edge ID-based queries, the server&rsquo;s concurrent capacity is up to 12,000, with a throughput of 10,688 and an average latency of 63ms.</li>
-</ul></description></item><item><title>Docs: v0.4.4</title><link>/docs/performance/api-preformance/hugegraph-api-0.4.4/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/performance/api-preformance/hugegraph-api-0.4.4/</guid><description>
-<h3 id="1-test-environment">1 Test environment</h3>
-<p>Target Machine Information</p>
-<table>
-<thead>
-<tr>
-<th>机器编号</th>
-<th>CPU</th>
-<th>Memory</th>
-<th>NIC (Network Interface Card)</th>
-<th>Disk</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>1</td>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-<td>1.4T HDD</td>
-</tr>
-<tr>
-<td>2</td>
-<td>48 Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz</td>
-<td>128G</td>
-<td>10000Mbps</td>
-<td>750GB SSD,2.7T HDD</td>
-</tr>
-</tbody>
-</table>
-<ul>
-<li><strong>Pressure testing machine information:</strong> Configured the same as machine number 1.</li>
-<li><strong>Testing tool:</strong> Apache JMeter 2.5.1.</li>
-</ul>
-<p>Note: The pressure testing machine and the machine being tested are in the same room.</p>
-<h3 id="2-test-description">2 Test Description</h3>
-<h4 id="21-definition-of-terms-the-unit-of-time-is-ms">2.1 Definition of terms (the unit of time is ms)</h4>
-<ul>
-<li>Samples &ndash; The total number of threads completed in this scenario.</li>
-<li>Average &ndash; The average response time.</li>
-<li>Median &ndash; The median response time in terms of statistical significance.</li>
-<li>90% Line &ndash; The response time of 90% of all threads is less than xx.</li>
-<li>Min &ndash; The minimum response time.</li>
-<li>Max &ndash; The maximum response time.</li>
-<li>Error &ndash; The error rate.</li>
-<li>Throughput &ndash; The throughput.</li>
-<li>KB/sec &ndash; The throughput measured in terms of traffic.</li>
-</ul>
-<h4 id="22-underlying-storage">2.2 Underlying storage</h4>
-<p>RocksDB is used for backend storage, HugeGraph and RocksDB are both started on the same machine, and the configuration files related to the server remain the default except for the modification of the host and port.</p>
-<h3 id="3-summary-of-performance-results">3 Summary of performance results</h3>
-<ol>
-<li>The upper limit of the number of requests HugeGraph can handle per second is 7000</li>
-<li>The speed of batch insertion is much higher than that of single insertion, and the test results on the server reach 22w edges/s, 37w vertices/s</li>
-<li>The backend is RocksDB, and increasing the number of CPUs and memory size can improve the performance of batch inserts. Doubling the CPU and memory size can increase performance by 45% to 60%.</li>
-<li>In the batch insertion scenario, using SSD instead of HDD, the performance improvement is small, only 3%-5%</li>
-</ol>
-<h3 id="4-test-results-and-analysis">4 Test results and analysis</h3>
-<h4 id="41-batch-insertion">4.1 Batch insertion</h4>
-<h5 id="411-maximum-pressure-test">4.1.1 Maximum Pressure Test</h5>
-<h6 id="test-methods">Test Methods</h6>
-<p>Continuously increase the concurrency level and test the upper limit of the server&rsquo;s ability to provide services normally.</p>
-<h6 id="pressure-parameters">Pressure Parameters</h6>
-<p>Duration: 5 minutes</p>
-<h6 id="maximum-insertion-speed-of-vertices-and-edges-high-performance-server-with-ssd-storage-for-rocksdb-data">Maximum Insertion Speed of Vertices and Edges (High-performance server with SSD storage for RocksDB data):</h6>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/best.png" alt="image">
-</center>
-<h6 id="conclusion">Conclusion:</h6>
-<ul>
-<li>With a concurrency of 1000, the edge throughput is 451, which can process 225,500 data per second: 451 * 500 = 225,500/s.</li>
-<li>With a concurrency of 2000, the vertex throughput is 1842.4, which can process 368,480 data per second: 1842.4 * 200 = 368,480/s.</li>
-</ul>
-<p><strong>1. The Impact of CPU and Memory on Insertion Performance (Servers Using HDD Storage for RocksDB Data, Batch Insertion)</strong></p>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/cpu-memory.png" alt="image">
-</center>
-<h6 id="conclusion-1">Conclusion:</h6>
-<ul>
-<li>With the same HDD disk, doubling the CPU and memory size increases edge throughput from 268 to 426, which improves performance by about 60%.</li>
-<li>With the same HDD disk, doubling the CPU and memory size increases vertex throughput from 1263.8 to 1842.4, which improves performance by about 45%.</li>
-</ul>
-<p><strong>2. The Impact of SSD and HDD on Insertion Performance (High-performance Servers, Batch Insertion)</strong></p>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/ssd.png" alt="image">
-</center>
-<h6 id="conclusion-2">Conclusion:</h6>
-<ul>
-<li>For edge insertion, using SSD yields a throughput of 451.7, while using HDD yields a throughput of 426.6, which results in a 5% performance improvement.</li>
-<li>For vertex insertion, using SSD yields a throughput of 1842.4, while using HDD yields a throughput of 1794, which results in a performance improvement of about 3%.</li>
-</ul>
-<p><strong>3. The Impact of Different Concurrent Thread Numbers on Insertion Performance (Ordinary Servers, HDD Storage for RocksDB Data)</strong></p>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/threads-batch.png" alt="image">
-</center>
-<h5 id="conclusion-3">Conclusion:</h5>
-<ul>
-<li>For vertices, at 1000 concurrency, the response time is 7ms and at 1500 concurrency, the response time is 1028ms. The throughput remained around 1300, indicating that the inflection point data should be around 1300. At 1300 concurrency, the response time has reached 22ms, which is within a controllable range. Compared to HugeGraph 0.2 (1000 concurrency: average response time 8959ms), the processing capacity has made a qualitative leap.</li>
-<li>For edges, the processing time is too long and exceeds 3 seconds from 1000 to 2000 concurrency, and the throughput almost fluctuates around 270. Therefore, increasing the concurrency will not significantly increase the throughput. 270 is an inflection point, and compared with HugeGraph 0.2 (1000 concurrency: average response time 31849ms), the processing capacity has improved significantly.</li>
-</ul>
-<h4 id="42-single-insertion">4.2 single insertion</h4>
-<h5 id="421-upper-limit-test-under-pressure">4.2.1 Upper Limit Test under Pressure</h5>
-<h6 id="test-method">Test Method</h6>
-<p>Continuously increase the concurrency level and test the upper limit of the pressure at which the server can still provide normal services.</p>
-<h6 id="pressure-parameters-1">Pressure Parameters</h6>
-<ul>
-<li>Duration: 5 minutes</li>
-<li>Service exception criteria: Error rate greater than 0.00%.</li>
-</ul>
-<center>
-<img src="/docs/images/API-perf/v0.4.4/threads-single.png" alt="image">
-</center>
-<h4 id="conclusion-4">Conclusion:</h4>
-<ul>
-<li>Vertices:
-<ul>
-<li>At 4000 concurrent connections, there were no errors, with an average response time of less than 1ms. At 6000 concurrent connections, there were no errors, with an average response time of 5ms, which is acceptable.</li>
-<li>At 8000 concurrent connections, there were 0.01% errors and the system could not handle it, resulting in connection timeout errors. The system&rsquo;s peak performance should be around 7000 concurrent connections.</li>
-</ul>
-</li>
-<li>Edges:
-<ul>
-<li>At 4000 concurrent connections, the response time was 1ms. At 6000 concurrent connections, there were no abnormalities, with an average response time of 8ms. The main differences were in IO network recv and send as well as CPU usage.</li>
-<li>At 8000 concurrent connections, there was a 0.01% error rate, with an average response time of 15ms. The turning point should be around 7000 concurrent connections, which matches the vertex results.</li>
-</ul>
-</li>
-</ul></description></item><item><title>Docs: v0.2</title><link>/docs/performance/api-preformance/hugegraph-api-0.2/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/performance/api-preformance/hugegraph-api-0.2/</guid><description>
-<h3 id="1-test-environment">1 Test environment</h3>
-<h4 id="11-software-and-hardware-information">1.1 Software and hardware information</h4>
-<p>The load testing and target machines have the same configuration, with the following basic parameters:</p>
-<table>
-<thead>
-<tr>
-<th>CPU</th>
-<th>Memory</th>
-<th>网卡</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>24 Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz</td>
-<td>61G</td>
-<td>1000Mbps</td>
-</tr>
-</tbody>
-</table>
-<h4 id="12-service-configuration">1.2 Service Configuration</h4>
-<ul>
-<li>HugeGraph Version: 0.2</li>
-<li>Backend Storage: Cassandra 3.10, deployed as a single node in the service.</li>
-<li>Backend Configuration Modification: Modified two properties in the cassandra.yaml file, while keeping the rest of the options default:</li>
-</ul>
-<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span> batch_size_warn_threshold_in_kb: 1000
-</span></span><span style="display:flex;"><span> batch_size_fail_threshold_in_kb: 1000
-</span></span></code></pre></div><ul>
-<li>HugeGraphServer, HugeGremlinServer, and Cassandra are all started on the same machine. Configuration files for the servers are modified only for the host and port settings.</li>
-</ul>
-<h4 id="13-glossary">1.3 Glossary</h4>
-<ul>
-<li>Samples &ndash; The total number of threads completed in this scenario.</li>
-<li>Average &ndash; The average response time.</li>
-<li>Median &ndash; The statistical median of response times.</li>
-<li>90% Line &ndash; The response time below which 90% of all threads fall.</li>
-<li>Min &ndash; The minimum response time.</li>
-<li>Max &ndash; The maximum response time.</li>
-<li>Error &ndash; The error rate.</li>
-<li>Troughput &ndash; The number of requests processed per unit of time.</li>
-<li>KB/sec &ndash; The throughput measured in kilobytes per second.</li>
-</ul>
-<p><em>Note: All time units are measured in ms.</em></p>
-<h3 id="2-test-results">2 Test Results</h3>
-<h4 id="21-schema">2.1 schema</h4>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>property_keys</td>
-<td>331000</td>
-<td>1</td>
-<td>1</td>
-<td>2</td>
-<td>0</td>
-<td>172</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>178.1</td>
-</tr>
-<tr>
-<td>vertex_labels</td>
-<td>331000</td>
-<td>1</td>
-<td>2</td>
-<td>2</td>
-<td>1</td>
-<td>126</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>193.4</td>
-</tr>
-<tr>
-<td>edge_labels</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>158</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>242.8</td>
-</tr>
-</tbody>
-</table>
-<p>Conclusion: Under the pressure of 1000 concurrent requests lasting for 5 minutes, the average response time for the schema interface is 1-2ms, and there is no pressure.</p>
-<h4 id="22-single-insert">2.2 Single Insert</h4>
-<h5 id="221-insertion-rate-test">2.2.1 Insertion Rate Test</h5>
-<h6 id="pressure-parameters">Pressure Parameters</h6>
-<p>Test Method: Fixed concurrency, test server and backend processing speed.</p>
-<ul>
-<li>Concurrency: 1000</li>
-<li>Duration: 5 minutes</li>
-</ul>
-<h6 id="performance-indicators">Performance Indicators</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>single_insert_vertices</td>
-<td>331000</td>
-<td>0</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>21</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>234.4</td>
-</tr>
-<tr>
-<td>single_insert_edges</td>
-<td>331000</td>
-<td>2</td>
-<td>2</td>
-<td>3</td>
-<td>1</td>
-<td>53</td>
-<td>0.00%</td>
-<td>920.7/sec</td>
-<td>309.1</td>
-</tr>
-</tbody>
-</table>
-<h6 id="conclusion">Conclusion</h6>
-<ul>
-<li>For vertices: average response time of 1ms, with each request inserting one piece of data. With an average of 920 requests processed per second, the average total data processed per second is approximately 920 pieces of data.</li>
-<li>For edges: average response time of 1ms, with each request inserting one piece of data. With an average of 920 requests processed per second, the average total data processed per second is approximately 920 pieces of data.</li>
-</ul>
-<h5 id="222-stress-test">2.2.2 Stress Test</h5>
-<p>Test Method: Continuously increase concurrency to test the maximum stress level at which the server can still provide normal services.</p>
-<h6 id="stress-parameters">Stress Parameters</h6>
-<ul>
-<li>Duration: 5 minutes</li>
-<li>Service Exception Flag: Error rate greater than 0.00%</li>
-</ul>
-<h6 id="performance-metrics">Performance Metrics</h6>
-<table>
-<thead>
-<tr>
-<th>Concurrency</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>2000(vertex)</td>
-<td>661916</td>
-<td>1</td>
-<td>1</td>
-<td>1</td>
-<td>0</td>
-<td>3012</td>
-<td>0.00%</td>
-<td>1842.9/sec</td>
-<td>469.1</td>
-</tr>
-<tr>
-<td>4000(vertex)</td>
-<td>1316124</td>
-<td>13</td>
-<td>1</td>
-<td>14</td>
-<td>0</td>
-<td>9023</td>
-<td>0.00%</td>
-<td>3673.1/sec</td>
-<td>935.0</td>
-</tr>
-<tr>
-<td>5000(vertex)</td>
-<td>1468121</td>
-<td>1010</td>
-<td>1135</td>
-<td>1227</td>
-<td>0</td>
-<td>9223</td>
-<td>0.06%</td>
-<td>4095.6/sec</td>
-<td>1046.0</td>
-</tr>
-<tr>
-<td>7000(vertex)</td>
-<td>1378454</td>
-<td>1617</td>
-<td>1708</td>
-<td>1886</td>
-<td>0</td>
-<td>9361</td>
-<td>0.08%</td>
-<td>3860.3/sec</td>
-<td>987.1</td>
-</tr>
-<tr>
-<td>2000(edge)</td>
-<td>629399</td>
-<td>953</td>
-<td>1043</td>
-<td>1113</td>
-<td>1</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1750.3/sec</td>
-<td>587.6</td>
-</tr>
-<tr>
-<td>3000(edge)</td>
-<td>648364</td>
-<td>2258</td>
-<td>2404</td>
-<td>2500</td>
-<td>2</td>
-<td>9001</td>
-<td>0.00%</td>
-<td>1810.7/sec</td>
-<td>607.9</td>
-</tr>
-<tr>
-<td>4000(edge)</td>
-<td>649904</td>
-<td>1992</td>
-<td>2112</td>
-<td>2211</td>
-<td>1</td>
-<td>9001</td>
-<td>0.06%</td>
-<td>1812.5/sec</td>
-<td>608.5</td>
-</tr>
-</tbody>
-</table>
-<h6 id="conclusion-1">Conclusion</h6>
-<ul>
-<li>Vertex:
-<ul>
-<li>4000 concurrency: normal, no error rate, average time 13ms;</li>
-<li>5000 concurrency: if 5000 data insertions are processed per second, there will be an error rate of 0.06%, indicating that it cannot be handled. The peak should be at 4000.</li>
-</ul>
-</li>
-<li>Edge:
-<ul>
-<li>1000 concurrency: response time is 2ms, which is quite different from the response time of 2000 concurrency, mainly because IO network rec and send, as well as CPU, have almost doubled);</li>
-<li>2000 concurrency: if 2000 data insertions are processed per second, the average time is 953ms, and the average number of requests processed per second is 1750;</li>
-<li>3000 concurrency: if 3000 data insertions are processed per second, the average time is 2258ms, and the average number of requests processed per second is 1810;</li>
-<li>4000 concurrency: if 4000 data insertions are processed per second, the average number of requests processed per second is 1812;</li>
-</ul>
-</li>
-</ul>
-<h4 id="23-batch-insertion">2.3 Batch Insertion</h4>
-<h5 id="231-insertion-rate-test">2.3.1 Insertion Rate Test</h5>
-<h6 id="pressure-parameters-1">Pressure Parameters</h6>
-<p>Test Method: Fix the concurrency and test the processing speed of the server and backend.</p>
-<ul>
-<li>Concurrency: 1000</li>
-<li>Duration: 5 minutes</li>
-</ul>
-<h6 id="performance-indicators-1">Performance Indicators</h6>
-<table>
-<thead>
-<tr>
-<th>Label</th>
-<th>Samples</th>
-<th>Average</th>
-<th>Median</th>
-<th>90%Line</th>
-<th>Min</th>
-<th>Max</th>
-<th>Error%</th>
-<th>Throughput</th>
-<th>KB/sec</th>
-</tr>
-</thead>
-<tbody>
-<tr>
-<td>batch_insert_vertices</td>
-<td>37162</td>
-<td>8959</td>
-<td>9595</td>
-<td>9704</td>
-<td>17</td>
-<td>9852</td>
-<td>0.00%</td>
-<td>103.4/sec</td>
-<td>393.3</td>
-</tr>
-<tr>
-<td>batch_insert_edges</td>
-<td>10800</td>
-<td>31849</td>
-<td>34544</td>
-<td>35132</td>
-<td>435</td>
-<td>35747</td>
-<td>0.00%</td>
-<td>28.8/sec</td>
-<td>814.9</td>
-</tr>
-</tbody>
-</table>
-<h6 id="conclusion-2">Conclusion</h6>
-<ul>
-<li>Vertex: The average response time is 8959ms, which is too long. Each request inserts 199 data, and the average processing rate is 103 requests per second. Therefore, the average number of data processed per second is about 2w (20,000) data.</li>
-<li>Edge: The average response time is 31849ms, which is too long. Each request inserts 499 data, and the average processing rate is 28 requests per second. Therefore, the average number of data processed per second is about 13900 (13,900) data.</li>
</ul></description></item></channel></rss>
\ No newline at end of file
diff --git a/docs/performance/hugegraph-benchmark-0.4.4/index.html b/docs/performance/hugegraph-benchmark-0.4.4/index.html
index 2466597c..d9675e1c 100644
--- a/docs/performance/hugegraph-benchmark-0.4.4/index.html
+++ b/docs/performance/hugegraph-benchmark-0.4.4/index.html
@@ -56,7 +56,7 @@ Youtube dataset
LiveJournal dataset
CW使用LFR-Benchmark generator生成的人造数据
本测试用到的数据集规模 名称 vertex数目 edge数目 文件大小 email-enron.txt 36,691 367,661 4MB com-youtube.ungraph.txt 1,157,806 2,987,624 38.7MB amazon0601.txt 403,393 3,387,388 47."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixe [...]
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diff --git a/docs/performance/hugegraph-benchmark-0.5.6/index.html b/docs/performance/hugegraph-benchmark-0.5.6/index.html
index cbab291c..8d940c3e 100644
--- a/docs/performance/hugegraph-benchmark-0.5.6/index.html
+++ b/docs/performance/hugegraph-benchmark-0.5.6/index.html
@@ -22,7 +22,7 @@ Memory
Massive Insertion, which involves batch insertion of vertices and edges, with a certain number of vertices or edges being submitted at once."><meta property="og:type" content="article"><meta property="og:url" content="/docs/performance/hugegraph-benchmark-0.5.6/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2023-05-14T22:31:02-05:00"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph BenchMark Perfor [...]
Massive Insertion, which involves batch insertion of vertices and edges, with a certain number of vertices or edges being submitted at once."><meta itemprop=dateModified content="2023-05-14T22:31:02-05:00"><meta itemprop=wordCount content="1048"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph BenchMark Performance"><meta name=twitter:description content="1 Test environment 1.1 Hardware information CPU Memory 网卡 磁盘 48 I [...]
Massive Insertion, which involves batch insertion of vertices and edges, with a certain number of vertices or edges being submitted at once."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphb [...]
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diff --git a/docs/performance/hugegraph-loader-performance/index.html b/docs/performance/hugegraph-loader-performance/index.html
index d857db05..75aff352 100644
--- a/docs/performance/hugegraph-loader-performance/index.html
+++ b/docs/performance/hugegraph-loader-performance/index.html
@@ -6,7 +6,7 @@ Performance The test uses the edge data of website.
RocksDB single-machine performance When label index is turned off, 228k edges/s. When label index is turned on, 153k edges/s."><meta itemprop=dateModified content="2023-05-18T00:34:48-05:00"><meta itemprop=wordCount content="86"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph-Loader Performance"><meta name=twitter:description content="Use Cases When the number of graph data to be batch inserted (including vertices and [...]
Performance The test uses the edge data of website.
RocksDB single-machine performance When label index is turned off, 228k edges/s. When label index is turned on, 153k edges/s."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorig [...]
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diff --git a/docs/performance/index.html b/docs/performance/index.html
index 3cc661ab..61356e60 100644
--- a/docs/performance/index.html
+++ b/docs/performance/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/performance/_print/><link rel=alternate type=application/rss+xml href=/docs/performance/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-1 [...]
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diff --git a/docs/performance/index.xml b/docs/performance/index.xml
index 860b6c6d..909e62af 100644
--- a/docs/performance/index.xml
+++ b/docs/performance/index.xml
@@ -493,11 +493,9 @@
<ul>
<li><a href="/docs/performance/api-preformance/hugegraph-api-0.5.6-rocksdb/">v0.5.6 stand-alone</a></li>
<li><a href="/docs/performance/api-preformance/hugegraph-api-0.5.6-cassandra/">v0.5.6 cluster</a></li>
-<li><a href="/docs/performance/api-preformance/hugegraph-api-0.4.4/">v0.4.4</a></li>
-<li><a href="/docs/performance/api-preformance/hugegraph-api-0.2/">v0.2</a></li>
</ul>
<blockquote>
-<p>Starting from version 0.5.6, in addition to providing performance tests for the API with the best performance among the backend types supported by HugeGraph, performance tests for both single machine and cluster environments are now available.</p>
+<p>Updates coming soon, stay tuned!</p>
</blockquote></description></item><item><title>Docs: HugeGraph-Loader Performance</title><link>/docs/performance/hugegraph-loader-performance/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/docs/performance/hugegraph-loader-performance/</guid><description>
<h2 id="use-cases">Use Cases</h2>
<p>When the number of graph data to be batch inserted (including vertices and edges) is at the billion level or below, or the total data size is less than TB, the <a href="/docs/quickstart/hugegraph-loader">HugeGraph-Loader</a> tool can be used to continuously and quickly import graph data.</p>
diff --git a/docs/quickstart/hugegraph-client/index.html b/docs/quickstart/hugegraph-client/index.html
index 9c871a49..12bc385e 100644
--- a/docs/quickstart/hugegraph-client/index.html
+++ b/docs/quickstart/hugegraph-client/index.html
@@ -3,7 +3,7 @@ HugeGraph-Client sends HTTP request to HugeGraph-Server to obtain and parse the
2 What You Need Java 11 (also support Java 8) Maven 3.5+ 3 How To Use The basic steps to use HugeGraph-Client are as follows:"><meta property="og:type" content="article"><meta property="og:url" content="/docs/quickstart/hugegraph-client/"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2023-05-14T22:39:27+08:00"><meta property="og:site_name" content="HugeGraph"><meta itemprop=name content="HugeGraph-Client Quick Start"><meta itemprop=descri [...]
2 What You Need Java 11 (also support Java 8) Maven 3.5+ 3 How To Use The basic steps to use HugeGraph-Client are as follows:"><meta itemprop=dateModified content="2023-05-14T22:39:27+08:00"><meta itemprop=wordCount content="725"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph-Client Quick Start"><meta name=twitter:description content="1 Overview Of Hugegraph HugeGraph-Client sends HTTP request to HugeGraph-Server to o [...]
2 What You Need Java 11 (also support Java 8) Maven 3.5+ 3 How To Use The basic steps to use HugeGraph-Client are as follows:"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorig [...]
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diff --git a/docs/quickstart/hugegraph-computer/index.html b/docs/quickstart/hugegraph-computer/index.html
index 705b37cb..b8e4643c 100644
--- a/docs/quickstart/hugegraph-computer/index.html
+++ b/docs/quickstart/hugegraph-computer/index.html
@@ -3,7 +3,7 @@ The HugeGraph-Computer is a distributed graph processing system for HugeGraph (O
Features Support distributed MPP graph computing, and integrates with HugeGraph as graph input/output storage. Based on BSP(Bulk Synchronous Parallel) model, an algorithm performs computing through multiple parallel iterations, every iteration is a superstep. Auto memory management. The framework will never be OOM(Out of Memory) since it will split some data to disk if it doesn’t have enough memory to hold all the data."><meta property="og:type" content="article"><meta property="og [...]
Features Support distributed MPP graph computing, and integrates with HugeGraph as graph input/output storage. Based on BSP(Bulk Synchronous Parallel) model, an algorithm performs computing through multiple parallel iterations, every iteration is a superstep. Auto memory management. The framework will never be OOM(Out of Memory) since it will split some data to disk if it doesn’t have enough memory to hold all the data."><meta itemprop=dateModified content="2023-06-08T01:07:55+08:0 [...]
Features Support distributed MPP graph computing, and integrates with HugeGraph as graph input/output storage. Based on BSP(Bulk Synchronous Parallel) model, an algorithm performs computing through multiple parallel iterations, every iteration is a superstep. Auto memory management. The framework will never be OOM(Out of Memory) since it will split some data to disk if it doesn’t have enough memory to hold all the data."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5 [...]
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diff --git a/docs/quickstart/hugegraph-hubble/index.html b/docs/quickstart/hugegraph-hubble/index.html
index 47447556..bf50105e 100644
--- a/docs/quickstart/hugegraph-hubble/index.html
+++ b/docs/quickstart/hugegraph-hubble/index.html
@@ -1,6 +1,6 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180x180.png sizes=180x180><link rel=icon type=image/png href=/favicons/favicon-16x16.png sizes=16x16><link rel=icon type=image/png href=/favicons [...]
HugeGraph is an analysis-oriented graph database system that supports batch operations, which fully supports Apache …"><meta property="og:title" content="HugeGraph-Hubble Quick Start"><meta property="og:description" content="1 HugeGraph-Hubble Overview HugeGraph is an analysis-oriented graph database system that supports batch operations, which fully supports Apache TinkerPop3 framework and Gremlin graph query language. It provides a complete tool chain ecology such as export, backup, an [...]
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diff --git a/docs/quickstart/hugegraph-loader/index.html b/docs/quickstart/hugegraph-loader/index.html
index aa69b97c..d16644b0 100644
--- a/docs/quickstart/hugegraph-loader/index.html
+++ b/docs/quickstart/hugegraph-loader/index.html
@@ -6,7 +6,7 @@ Currently supported data sources include:
Local disk file or directory, supports TEXT, CSV and JSON format files, supports compressed files HDFS file or directory, supports compressed files Mainstream relational databases, such as MySQL, PostgreSQL, Oracle, SQL Server Local disk files and HDFS files support resumable uploads."><meta itemprop=dateModified content="2023-05-17T23:12:35+08:00"><meta itemprop=wordCount content="5299"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title co [...]
Currently supported data sources include:
Local disk file or directory, supports TEXT, CSV and JSON format files, supports compressed files HDFS file or directory, supports compressed files Mainstream relational databases, such as MySQL, PostgreSQL, Oracle, SQL Server Local disk files and HDFS files support resumable uploads."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5 [...]
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diff --git a/docs/quickstart/hugegraph-server/index.html b/docs/quickstart/hugegraph-server/index.html
index 9c70d954..8aeec9f5 100644
--- a/docs/quickstart/hugegraph-server/index.html
+++ b/docs/quickstart/hugegraph-server/index.html
@@ -7,7 +7,7 @@ The Core Module is an implementation of the Tinkerpop interface; The Backend mod
There will be two spellings HugeGraph-Server and HugeGraphServer in the document, and other modules are similar."><meta itemprop=dateModified content="2023-06-13T13:56:46+08:00"><meta itemprop=wordCount content="2105"><meta itemprop=keywords content><meta name=twitter:card content="summary"><meta name=twitter:title content="HugeGraph-Server Quick Start"><meta name=twitter:description content="1 HugeGraph-Server Overview HugeGraph-Server is the core part of the HugeGraph Project, contains [...]
The Core Module is an implementation of the Tinkerpop interface; The Backend module is used to save the graph data to the data store, currently supported backends include: Memory, Cassandra, ScyllaDB, RocksDB; The API Module provides HTTP Server, which converts Client’s HTTP request into a call to Core Module.
There will be two spellings HugeGraph-Server and HugeGraphServer in the document, and other modules are similar."><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-3.5.1.min.js integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin=anonymous> [...]
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diff --git a/docs/quickstart/hugegraph-tools/index.html b/docs/quickstart/hugegraph-tools/index.html
index 669f77ef..1188f2a5 100644
--- a/docs/quickstart/hugegraph-tools/index.html
+++ b/docs/quickstart/hugegraph-tools/index.html
@@ -10,7 +10,7 @@ wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-too
2 Get HugeGraph-Tools There are two ways to get HugeGraph-Tools:
Download the compiled tarball Clone source code then compile and install 2.1 Download the compiled archive Download the latest version of the HugeGraph-Toolchain package:
wget https://downloads.apache.org/incubator/hugegraph/1.0.0/apache-hugegraph-toolchain-incubating-1.0.0.tar.gz tar zxf *hugegraph*.tar.gz 2.2 Clone source code to compile and install Please ensure that the wget command is installed before compiling the source code"><link rel=preload href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css as=style><link href=/scss/main.min.ad1b0560bef9c54394313a5bc50d3313d4e56ea590ddc5cfb84a077dfc6fec5e.css rel=stylesheet [...]
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<a href="https://github.com/apache/incubator-hugegraph-doc/issues/new?title=HugeGraph-Tools%20Quick%20Start" class=td-page-meta--issue target=_blank rel=noopener><i class="fab fa-github fa-fw"></i> Create documentation issue</a>
diff --git a/docs/quickstart/index.html b/docs/quickstart/index.html
index a8917d04..c16a1be6 100644
--- a/docs/quickstart/index.html
+++ b/docs/quickstart/index.html
@@ -1,5 +1,5 @@
<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=generator content="Hugo 0.102.3"><link rel=alternate type=text/html href=/docs/quickstart/_print/><link rel=alternate type=application/rss+xml href=/docs/quickstart/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/apple-touch-icon-180 [...]
-<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-section><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/> [...]
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diff --git a/docs/summary/index.html b/docs/summary/index.html
index 7ae631bd..13a96098 100644
--- a/docs/summary/index.html
+++ b/docs/summary/index.html
@@ -8,7 +8,7 @@ Install HugeGraph-Server
Load data with HugeGraph-Loader
Manage with HugeGraph-Tools
Visual with …"><meta property="og:title" content><meta property="og:description" content="HugeGraph Docs Download Quickstart Install HugeGraph-Server Load data with HugeGraph-Loader Manage with HugeGraph-Tools Visual with HugeGraph-Hubble Display with HugeGraph-Studio Develop with HugeGraph-Client Analysis with HugeGraph-Computer Config Config Guide Config Options Config Authentication Config HTTPS Config Computer API RESTful API Schema PropertyKey VertexLabel EdgeLabel IndexLabel Rebuil [...]
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+<link rel=stylesheet href=/css/prism.css><script type=application/javascript>var doNotTrack=!1;doNotTrack||(window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)},ga.l=+new Date,ga("create","UA-00000000-0","auto"),ga("send","pageview"))</script><script async src=https://www.google-analytics.com/analytics.js></script></head><body class=td-page><header><nav class="js-navbar-scroll navbar navbar-expand navbar-dark flex-column flex-md-row td-navbar"><a class=navbar-brand href=/><sp [...]
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diff --git a/en/sitemap.xml b/en/sitemap.xml
index 973e901d..51673d49 100644
--- a/en/sitemap.xml
+++ b/en/sitemap.xml
@@ -1 +1 @@
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+<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/docs/guides/architectural/</loc><lastmod>2023-05-12T23:46:05-05:00</lastmod><xhtml:link rel="alternate" hreflang="cn" href="/cn/docs/guides/architectural/"/><xhtml:link rel="alternate" hreflang="en" href="/docs/guides/architectural/"/></url><url><loc>/docs/config/config-guide/</loc><lastmod>2023-06-13T13:56:46+08:00</last [...]
\ No newline at end of file
diff --git a/sitemap.xml b/sitemap.xml
index 362d77dc..e3a6efd3 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1 +1 @@
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\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><sitemapindex xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><sitemap><loc>/en/sitemap.xml</loc><lastmod>2023-06-17T14:43:04+08:00</lastmod></sitemap><sitemap><loc>/cn/sitemap.xml</loc><lastmod>2023-06-17T14:43:04+08:00</lastmod></sitemap></sitemapindex>
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