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Posted to commits@seatunnel.apache.org by gi...@apache.org on 2022/02/15 08:59:38 UTC
[incubator-seatunnel-website] branch asf-site updated: deploy: 1fb72b8c3db43bfa49f00494ed4ad8aefd1fde80
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/incubator-seatunnel-website.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 9a59fa9 deploy: 1fb72b8c3db43bfa49f00494ed4ad8aefd1fde80
9a59fa9 is described below
commit 9a59fa944da4870ceef619a2f430aebdf5d718fd
Author: CalvinKirs <Ca...@users.noreply.github.com>
AuthorDate: Tue Feb 15 08:57:11 2022 +0000
deploy: 1fb72b8c3db43bfa49f00494ed4ad8aefd1fde80
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308 files changed, 5361 deletions(-)
diff --git a/.asf.yaml b/.asf.yaml
deleted file mode 100644
index f90067e..0000000
--- a/.asf.yaml
+++ /dev/null
@@ -1,50 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one or more
-# contributor license agreements. See the NOTICE file distributed with
-# this work for additional information regarding copyright ownership.
-# The ASF licenses this file to You under the Apache License, Version 2.0
-# (the "License"); you may not use this file except in compliance with
-# the License. You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-
-staging:
- profile: ~
- whoami: main
-
-# asf-site branch will show up at https://seatunnel.apache.org
-publish:
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-github:
- features:
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- issues: false
- description: Apache SeaTunnel documents
- homepage: https://seatunnel.apache.org/
- labels:
- - seatunnel
- - website
- enabled_merge_buttons:
- squash: true
- merge: false
- rebase: false
- protected_branches:
- main:
- required_status_checks:
- strict: true
- required_pull_request_reviews:
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- required_approving_review_count: 1
-
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- issues: commits@seatunnel.apache.org
- pullrequests: commits@seatunnel.apache.org
- pullrequests_status: commits@seatunnel.apache.org
- pullrequests_comment: commits@seatunnel.apache.org
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diff --git a/blog/archive/index.html b/blog/archive/index.html
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-<!doctype html>
-<html lang="en" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Archive | Apache SeaTunnel</title><meta data-react-helmet="true" property="og:title" content="Archive | Apache SeaTunnel"><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="description" content="Archive"><meta data-react-helmet="true" property="og:description" content="Archive"><meta d [...]
-<link rel="preload" href="/assets/js/runtime~main.5d00cf32.js" as="script">
-<link rel="preload" href="/assets/js/main.d218be71.js" as="script">
-</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
- <div></div></div></div></div></div></footer></div>
-<script src="/assets/js/runtime~main.5d00cf32.js"></script>
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+++ /dev/null
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-<?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom">
- <id>https://seatunnel.apache.org/blog</id>
- <title>Apache SeaTunnel Blog</title>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <generator>https://github.com/jpmonette/feed</generator>
- <link rel="alternate" href="https://seatunnel.apache.org/blog"/>
- <subtitle>Apache SeaTunnel Blog</subtitle>
- <icon>https://seatunnel.apache.org/image/favicon.ico</icon>
- <entry>
- <title type="html"><![CDATA[如何快速地把 HDFS 中的数据导入 ClickHouse]]></title>
- <id>hdfs-to-clickhouse</id>
- <link href="https://seatunnel.apache.org/blog/hdfs-to-clickhouse"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。]]></summary>
- <content type="html"><![CDATA[<p>ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。</p><p>之前介绍的有关数据处理入库的经验都是基于实时数据流，数据存储在 Kafka 中，我们使用 Java 或者 Golang 将数据从 Kafka 中读取、解析、清洗之后写入 ClickHouse 中，这样可以实现数据的快速接入。然而在很多同学的使用场景中，数据都不是实时的，可能需要将 HDFS 或者是 Hive 中的数据导入 ClickHouse。有的同学通过编写 Spark 程序来实现数据的导入，那么是否有更简单、高效的方法呢。</p><p>目前开源社区上有一款工具 <strong>Seatunnel</strong>，项目地址 <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noo [...]
- <category label="HDFS" term="HDFS"/>
- <category label="ClickHouse" term="ClickHouse"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[如何快速地把 Hive 中的数据导入 ClickHouse]]></title>
- <id>hive-to-clickhouse</id>
- <link href="https://seatunnel.apache.org/blog/hive-to-clickhouse"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。]]></summary>
- <content type="html"><![CDATA[<p>ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。</p><p>在之前的文章 <a href="/blog/hdfs-to-clickhouse">如何快速地把HDFS中的数据导入ClickHouse</a> 中我们提到过使用 Seatunnel <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-seatunnel</a> 对HDFS中的数据经过很简单的操作就可以将数据写入ClickHouse。HDFS中的数据一般是非结构化的数据，那么针对存储在Hive中的结构化数据，我们应该怎么操作呢？</p><p><img src="/assets/images [...]
- <category label="Hive" term="Hive"/>
- <category label="ClickHouse" term="ClickHouse"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[如何使用 Spark 快速将数据写入 Elasticsearch]]></title>
- <id>spark-execute-elasticsearch</id>
- <link href="https://seatunnel.apache.org/blog/spark-execute-elasticsearch"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：]]></summary>
- <content type="html"><![CDATA[<p>说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：</p><ul><li>海量数据ETL</li><li>海量数据聚合</li><li>多源数据处理</li></ul><p>为了满足这些场景，很多同学都会选择Spark，借助Spark算子进行数据处理，最后将处理结果写入Elasticsearch。</p><p>我们部门之前利用Spark对Nginx日志进行分析，统计我们的Web服务访问情况，将Nginx日志每分钟聚合一次最后将结果写入Elasticsearch，然后利用Kibana配置实时监控Dashboard。Elasticsearch和Kibana都很方便、实用，但是随着类似需求越来越多，如何快速通过Spark将数据写入Elasticsearch成为了我们的一大问题。</p><p>今天给大家推荐一款能够实现数据快速写入 [...]
- <category label="Spark" term="Spark"/>
- <category label="Kafka" term="Kafka"/>
- <category label="Elasticsearch" term="Elasticsearch"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[怎么用 Spark 在 TiDB 上做 OLAP 分析]]></title>
- <id>spark-execute-tidb</id>
- <link href="https://seatunnel.apache.org/blog/spark-execute-tidb"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[TiDB 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。]]></summary>
- <content type="html"><![CDATA[<p><img src="https://download.pingcap.com/images/tidb-planet.jpg"></p><p><a href="https://github.com/pingcap/tidb" target="_blank" rel="noopener noreferrer">TiDB</a> 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。</p><p>TiSpark 是 PingCAP 为解决用户复杂 OLAP 需求而推出的产品。它借助 Spark 平台，同时融合 TiKV 分布式集群的优势。</p><p>直接使用 TiSpark 完成 OLAP 操作需要了解 Spark，还需要一些开发工作。那么，有没有一些开箱即用的工具能帮我们更快速地使用 TiSpark 在 TiDB 上完成 OLAP 分析呢？</p><p>目前开源社区上有一款工具 <strong>Seat [...]
- <category label="Spark" term="Spark"/>
- <category label="TiDB" term="TiDB"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[如何支持的 Spark StructuredStreaming]]></title>
- <id>spark-structured-streaming</id>
- <link href="https://seatunnel.apache.org/blog/spark-structured-streaming"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[前言]]></summary>
- <content type="html"><![CDATA[<h3 class="anchor anchorWithStickyNavbar_mojV" id="前言">前言<a class="hash-link" href="#前言" title="Direct link to heading"></a></h3><p>StructuredStreaming是Spark 2.0以后新开放的一个模块，相比SparkStreaming，它有一些比较突出的优点：<br> <!-- --> <!-- --> <!-- -->一、它能做到更低的延迟;<br>
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></code></pre><button type="button" aria-label="Copy co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id":12345}</span><br></span><span class="tok [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apache.org" [...]
- <category label="Spark" term="Spark"/>
- <category label="StructuredStreaming" term="StructuredStreaming"/>
- </entry>
-</feed>
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-<!doctype html>
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-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">如何快速地把 HDFS 中的数据导入 ClickHouse | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/blog/hdfs-to-clickhouse"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">如何快速地把 Hive 中的数据导入 ClickHouse | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/blog/hive-to-clickhouse"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name [...]
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- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Blog | Apache SeaTunnel</title><meta data-react-helmet="true" property="og:title" content="Blog | Apache SeaTunnel"><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="description" content="Blog"><meta data-react-helmet="true" property="og:description" content="Blog"><meta data-react-he [...]
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-</head>
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apache.org" [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/">
- <channel>
- <title>Apache SeaTunnel Blog</title>
- <link>https://seatunnel.apache.org/blog</link>
- <description>Apache SeaTunnel Blog</description>
- <lastBuildDate>Thu, 30 Dec 2021 00:00:00 GMT</lastBuildDate>
- <docs>https://validator.w3.org/feed/docs/rss2.html</docs>
- <generator>https://github.com/jpmonette/feed</generator>
- <item>
- <title><![CDATA[如何快速地把 HDFS 中的数据导入 ClickHouse]]></title>
- <link>https://seatunnel.apache.org/blog/hdfs-to-clickhouse</link>
- <guid>hdfs-to-clickhouse</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。]]></description>
- <content:encoded><![CDATA[<p>ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。</p><p>之前介绍的有关数据处理入库的经验都是基于实时数据流，数据存储在 Kafka 中，我们使用 Java 或者 Golang 将数据从 Kafka 中读取、解析、清洗之后写入 ClickHouse 中，这样可以实现数据的快速接入。然而在很多同学的使用场景中，数据都不是实时的，可能需要将 HDFS 或者是 Hive 中的数据导入 ClickHouse。有的同学通过编写 Spark 程序来实现数据的导入，那么是否有更简单、高效的方法呢。</p><p>目前开源社区上有一款工具 <strong>Seatunnel</strong>，项目地址 <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noo [...]
- <category>HDFS</category>
- <category>ClickHouse</category>
- </item>
- <item>
- <title><![CDATA[如何快速地把 Hive 中的数据导入 ClickHouse]]></title>
- <link>https://seatunnel.apache.org/blog/hive-to-clickhouse</link>
- <guid>hive-to-clickhouse</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。]]></description>
- <content:encoded><![CDATA[<p>ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。</p><p>在之前的文章 <a href="/blog/hdfs-to-clickhouse">如何快速地把HDFS中的数据导入ClickHouse</a> 中我们提到过使用 Seatunnel <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-seatunnel</a> 对HDFS中的数据经过很简单的操作就可以将数据写入ClickHouse。HDFS中的数据一般是非结构化的数据，那么针对存储在Hive中的结构化数据，我们应该怎么操作呢？</p><p><img src="/assets/images [...]
- <category>Hive</category>
- <category>ClickHouse</category>
- </item>
- <item>
- <title><![CDATA[如何使用 Spark 快速将数据写入 Elasticsearch]]></title>
- <link>https://seatunnel.apache.org/blog/spark-execute-elasticsearch</link>
- <guid>spark-execute-elasticsearch</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：]]></description>
- <content:encoded><![CDATA[<p>说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：</p><ul><li>海量数据ETL</li><li>海量数据聚合</li><li>多源数据处理</li></ul><p>为了满足这些场景，很多同学都会选择Spark，借助Spark算子进行数据处理，最后将处理结果写入Elasticsearch。</p><p>我们部门之前利用Spark对Nginx日志进行分析，统计我们的Web服务访问情况，将Nginx日志每分钟聚合一次最后将结果写入Elasticsearch，然后利用Kibana配置实时监控Dashboard。Elasticsearch和Kibana都很方便、实用，但是随着类似需求越来越多，如何快速通过Spark将数据写入Elasticsearch成为了我们的一大问题。</p><p>今天给大家推荐一款能够实现数据快速写入 [...]
- <category>Spark</category>
- <category>Kafka</category>
- <category>Elasticsearch</category>
- </item>
- <item>
- <title><![CDATA[怎么用 Spark 在 TiDB 上做 OLAP 分析]]></title>
- <link>https://seatunnel.apache.org/blog/spark-execute-tidb</link>
- <guid>spark-execute-tidb</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[TiDB 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。]]></description>
- <content:encoded><![CDATA[<p><img src="https://download.pingcap.com/images/tidb-planet.jpg"></p><p><a href="https://github.com/pingcap/tidb" target="_blank" rel="noopener noreferrer">TiDB</a> 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。</p><p>TiSpark 是 PingCAP 为解决用户复杂 OLAP 需求而推出的产品。它借助 Spark 平台，同时融合 TiKV 分布式集群的优势。</p><p>直接使用 TiSpark 完成 OLAP 操作需要了解 Spark，还需要一些开发工作。那么，有没有一些开箱即用的工具能帮我们更快速地使用 TiSpark 在 TiDB 上完成 OLAP 分析呢？</p><p>目前开源社区上有一款工具 <strong>Seat [...]
- <category>Spark</category>
- <category>TiDB</category>
- </item>
- <item>
- <title><![CDATA[如何支持的 Spark StructuredStreaming]]></title>
- <link>https://seatunnel.apache.org/blog/spark-structured-streaming</link>
- <guid>spark-structured-streaming</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[前言]]></description>
- <content:encoded><![CDATA[<h3 class="anchor anchorWithStickyNavbar_mojV" id="前言">前言<a class="hash-link" href="#前言" title="Direct link to heading"></a></h3><p>StructuredStreaming是Spark 2.0以后新开放的一个模块，相比SparkStreaming，它有一些比较突出的优点：<br> <!-- --> <!-- --> <!-- -->一、它能做到更低的延迟;<br>
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></code></pre><button type="button" aria-label="Copy co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id":12345}</span><br></span><span class="tok [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apache.org" [...]
- <category>Spark</category>
- <category>StructuredStreaming</category>
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-<!doctype html>
-<html lang="en" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">如何使用 Spark 快速将数据写入 Elasticsearch | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/blog/spark-execute-elasticsearch"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<!doctype html>
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-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
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-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">怎么用 Spark 在 TiDB 上做 OLAP 分析 | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/blog/spark-execute-tidb"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name=" [...]
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- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apache.org" [...]
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apache.org" [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<meta charset="UTF-8">
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-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">One post tagged with "StructuredStreaming" | Apache SeaTunnel</title><meta data-react-helmet="true" property="og:title" content="One post tagged with "StructuredStreaming" | Apache SeaTunnel"><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="ht [...]
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apache.org" [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<!doctype html>
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-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">One post tagged with "TiDB" | Apache SeaTunnel</title><meta data-react-helmet="true" property="og:title" content="One post tagged with "TiDB" | Apache SeaTunnel"><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/blo [...]
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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diff --git a/community/contribution_guide/committer/index.html b/community/contribution_guide/committer/index.html
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-<!doctype html>
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-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
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-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Become Apache SeaTunnel Committer | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/community/contribution_guide/committer"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react [...]
-<link rel="preload" href="/assets/js/runtime~main.5d00cf32.js" as="script">
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-</head>
-<body>
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-To get started contributing to SeaTunnel, learn how to contribute – anyone can submit patches, documentation and examples to the project.</p><p>The PPMC regularly adds new committers from the active contributors, based on their contributions to SeaTunnel. The qualifications for new committers include:</p><p>Sustained contributions to SeaTunnel: Committers should have a history of major contributions to SeaTunnel. An ideal committer will have contributed broadly throughout the project, an [...]
-Quality of contributions: Committers more than any other community member should submit simple, well-tested, and well-designed patches. In addition, they should show sufficient expertise to be able to review patches, including making sure they fit within SeaTunnel’s engineering practices (testability, documentation, API stability, code style, etc). The committership is collectively responsible for the software quality and maintainability of SeaTunnel. Note that contributions to critical [...]
-Community involvement: Committers should have a constructive and friendly attitude in all community interactions. They should also be active on the dev and user list and help mentor newer contributors and users. In design discussions, committers should maintain a professional and diplomatic approach, even in the face of disagreement.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="committer">Committer<a class="hash-link" href="#committer" title="Direct link to heading"></a></h2><h [...]
-so you could gather support from other PPMC members for your proposal.</li><li>Keep the discussion open for more than 3 days but no more than 1 week, unless there is any express objection or concern.</li><li>If the PPMC generally agrees to the proposal, send an email titled <code>[VOTE] Promote xxx as new committer</code> to <code>private@seatunnel.apache.org</code>.</li><li>Keep the voting process open for more than 3 days, but no more than 1 week. Consider the result as <code>Consensus [...]
-+1 votes > -1 votes.</li><li>Send an email titled <code>[RESULT][VOTE] Promote xxx as new committer</code> to <code>private@seatunnel.apache.org</code>, and list the voting details, including who the voters are.</li></ol><h3 class="anchor anchorWithStickyNavbar_mojV" id="invite-new-committer">Invite new committer<a class="hash-link" href="#invite-new-committer" title="Direct link to heading"></a></h3><p>The PPMC member who starts the promotion is responsible for sending an invitation [...]
-Then, this invitation will be treated as accepted by the project's PPMC. Of course, the new committer may also choose to decline the invitation.</p><p>Once the invitation has been accepted, the new committer has to take the following steps:</p><ol><li>Subscribe to <code>dev@seatunnel.apache.org</code>. Usually this is already done.</li><li>Choose a Apache ID that is not on the <a href="http://people.apache.org/committer-index.html" target="_blank" rel="noopener noreferrer">apache co [...]
-The V.P. could request through the <a href="https://whimsy.apache.org/officers/acreq" target="_blank" rel="noopener noreferrer">Apache Account Submission Helper Form</a>.</p><p>After several days, the new committer will receive an email confirming creation of the account, titled <code>Welcome to the Apache Software Foundation (ASF)!</code>.
-Congratulations! The new committer now has an official Apache ID.</p><p>The PPMC member should add the new committer to the official committer list through <a href="https://whimsy.apache.org/roster/committee/SeaTunnel" target="_blank" rel="noopener noreferrer">roster</a>.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="set-up-the-apache-id-and-dev-env">Set up the Apache ID and dev env<a class="hash-link" href="#set-up-the-apache-id-and-dev-env" title="Direct link to heading"></a>< [...]
-search for yourself, and choose <code>Organization visibility</code> to <code>Public</code>.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="committer-rights-duties-and-responsibilities">Committer rights, duties, and responsibilities<a class="hash-link" href="#committer-rights-duties-and-responsibilities" title="Direct link to heading"></a></h3><p>The SeaTunnel project doesn't require continuing contributions from you after you have become a committer, but we truly hope that [...]
-that it is the right time to create the release.</li></ol><p>The PPMC hopes that the new committer will take part in the release process as well as release voting, even though their vote will be regarded as <code>+1 no binding</code>.
-Being familiar with the release process is key to being promoted to the role of PPMC member.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="project-management-committee">Project Management Committee<a class="hash-link" href="#project-management-committee" title="Direct link to heading"></a></h2><p>The Project Management Committee (PPMC) member does not have any special rights in code contributions.
-They simply oversee the project and make sure that it follows the Apache requirements. Its functions include:</p><ol><li>Binding voting for releases and license checks;</li><li>New committer and PPMC member recognition;</li><li>Identification of branding issues and brand protection; and</li><li>Responding to questions raised by the ASF board, and taking necessary actions.</li></ol><p>The V.P. and chair of the PPMC is the secretary, who is responsible for initializing the board report.</p [...]
-Before sending the invitation, the PPMC <a href="http://www.apache.org/dev/PPMC.html#newPPMC" target="_blank" rel="noopener noreferrer">must also send a NOTICE mail to the Apache board</a>.</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2">< [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Participate in Contributing | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/community/contribution_guide/contribute"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helm [...]
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-including what is required before submitting a code change.</p><p>Contributing to SeaTunnel doesn't just mean writing code. Helping new users on the mailing list,
-testing releases, and improving documentation are also welcome. In fact, proposing significant
-code changes usually requires first gaining experience and credibility within the community by
-helping in other ways. This is also a guide to becoming an effective contributor.</p><p>So, this guide organizes contributions in order that they should probably be considered by new
-contributors who intend to get involved long-term. Build some track record of helping others,
-rather than just open pull requests.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contributing-by-helping-other-users">Contributing by helping other users<a class="hash-link" href="#contributing-by-helping-other-users" title="Direct link to heading"></a></h2><p>A great way to contribute to SeaTunnel is to help answer user questions on the <code>dev@seatunnel.apache.org</code>
-mailing list or on StackOverflow. There are always many new SeaTunnel users; taking a few minutes to
-help answer a question is a very valuable community service.</p><p>Contributors should subscribe to this list and follow it in order to keep up to date on what's
-happening in SeaTunnel. Answering questions is an excellent and visible way to help the community,
-which also demonstrates your expertise.</p><p>See the <a href="https://lists.apache.org/list.html?dev@seatunnel.apache.org" target="_blank" rel="noopener noreferrer">Mailing Lists guide</a> for guidelines
-about how to effectively participate in discussions on the mailing list, as well as forums
-like ISSUE.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contributing-by-testing-releases">Contributing by testing releases<a class="hash-link" href="#contributing-by-testing-releases" title="Direct link to heading"></a></h2><p>SeaTunnel's release process is community-oriented, and members of the community can vote on new
-releases on the <code>dev@seatunnel.apache.org</code> mailing list. SeaTunnel users are invited to subscribe to
-this list to receive announcements, and test their workloads on newer release and provide
-feedback on any performance or correctness issues found in the newer release.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contributing-by-reviewing-changes">Contributing by reviewing changes<a class="hash-link" href="#contributing-by-reviewing-changes" title="Direct link to heading"></a></h2><p>Changes to SeaTunnel source code are proposed, reviewed and committed via
-<a href="https://github.com/apache/incubator-seatunnel/pulls" target="_blank" rel="noopener noreferrer">GitHub pull requests </a> (described later).
-Anyone can view and comment on active changes here.
-Reviewing others' changes is a good way to learn how the change process works and gain exposure
-to activity in various parts of the code. You can help by reviewing the changes and asking
-questions or pointing out issues -- as simple as typos or small issues of style.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contributing-documentation-changes">Contributing documentation changes<a class="hash-link" href="#contributing-documentation-changes" title="Direct link to heading"></a></h2><p>To propose a change to <em>release</em> documentation (that is, docs that appear under
-<a href="https://github.com/apache/incubator-seatunnel/tree/dev/docs" target="_blank" rel="noopener noreferrer">docs</a>
-edit the Markdown source files in SeaTunnel's
-<a href="https://github.com/apache/incubator-seatunnel/tree/dev/docs" target="_blank" rel="noopener noreferrer">docs</a> directory,
-whose <code>README</code> file shows how to build the documentation locally to test your changes.
-The process to propose a doc change is otherwise the same as the process for proposing code
-changes below.</p><p>To propose a change to the rest of the documentation (that is, docs that do <em>not</em> appear under
-<a href="https://github.com/apache/incubator-seatunnel/tree/dev/docs" target="_blank" rel="noopener noreferrer">docs</a> , similarly, edit the Markdown in the
-<a href="https://github.com/apache/incubator-seatunnel-website" target="_blank" rel="noopener noreferrer">website</a> and open a pull request.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contributing-bug-reports">Contributing bug reports<a class="hash-link" href="#contributing-bug-reports" title="Direct link to heading"></a></h2><p>Ideally, bug reports are accompanied by a proposed code change to fix the bug. This isn't
-always possible, as those who discover a bug may not have the experience to fix it. A bug
-may be reported by creating a ISSUE but without creating a pull request (see below).</p><p>Bug reports are only useful however if they include enough information to understand, isolate
-and ideally reproduce the bug. Simply encountering an error does not mean a bug should be
-reported; as below, search ISSUE and search and inquire on the SeaTunnel user / dev mailing lists
-first. Unreproducible bugs, or simple error reports, may be closed.</p><p>It's very helpful if the bug report has a description about how the bug was introduced, by
-which commit, so that reviewers can easily understand the bug. It also helps committers to
-decide how far the bug fix should be backported, when the pull request is merged. The pull
-request to fix the bug should narrow down the problem to the root cause.</p><p>Performance regression is also one kind of bug. The pull request to fix a performance regression
-must provide a benchmark to prove the problem is indeed fixed.</p><p>Note that, data correctness/data loss bugs are very serious. Make sure the corresponding bug
-report ISSUE ticket is labeled as <code>correctness</code> or <code>data-loss</code>. If the bug report doesn't get
-enough attention, please send an email to <code>dev@seatunnel.apache.org</code>, to draw more attentions.</p><p>It is possible to propose new features as well. These are generally not helpful unless
-accompanied by detail, such as a design document and/or code change. Large new contributions
-should consider be discussed on the mailing list first.
-Feature requests may be rejected, or closed after a long period of inactivity.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contributing-to-issue-maintenance">Contributing to ISSUE maintenance<a class="hash-link" href="#contributing-to-issue-maintenance" title="Direct link to heading"></a></h2><p>Given the sheer volume of issues raised in the Apache SeaTunnel ISSUE, inevitably some issues are
-duplicates, or become obsolete and eventually fixed otherwise, or can't be reproduced, or could
-benefit from more detail, and so on. It's useful to help identify these issues and resolve them,
-either by advancing the discussion or even resolving the ISSUE. Most contributors are able to
-directly resolve ISSUEs. Use judgment in determining whether you are quite confident the issue
-should be resolved, although changes can be easily undone. If in doubt, just leave a comment
-on the ISSUE.</p><p>When resolving ISSUEs, observe a few useful conventions:</p><ul><li>Resolve as <strong>Fixed</strong> if there's a change you can point to that resolved the issue<ul><li>Set Fix Version(s), if and only if the resolution is Fixed</li><li>Set Assignee to the person who most contributed to the resolution, which is usually the person
-who opened the PR that resolved the issue.</li><li>In case several people contributed, prefer to assign to the more 'junior', non-committer contributor</li></ul></li><li>For issues that can't be reproduced against master as reported, resolve as <strong>Cannot Reproduce</strong><ul><li>Fixed is reasonable too, if it's clear what other previous pull request resolved it. Link to it.</li></ul></li><li>If the issue is the same as or a subset of another issue, resolved as < [...]
-radically since it was opened, resolve as <strong>Not a Problem</strong></li><li>If the issue doesn't make sense – not actionable, for example, a non-SeaTunnel issue, resolve
-as <strong>Invalid</strong></li><li>If it's a coherent issue, but there is a clear indication that there is not support or interest
-in acting on it, then resolve as <strong>Won't Fix</strong></li><li>Umbrellas are frequently marked <strong>Done</strong> if they are just container issues that don't correspond
-to an actionable change of their own</li></ul><h2 class="anchor anchorWithStickyNavbar_mojV" id="preparing-to-contribute-code-changes">Preparing to contribute code changes<a class="hash-link" href="#preparing-to-contribute-code-changes" title="Direct link to heading"></a></h2><h3 class="anchor anchorWithStickyNavbar_mojV" id="choosing-what-to-contribute">Choosing what to contribute<a class="hash-link" href="#choosing-what-to-contribute" title="Direct link to heading"></a></h3><p>Review [...]
-changes that are useful, clear, easy to evaluate, and already pass basic checks.</p><p>Sometimes, a contributor will already have a particular new change or bug in mind. If seeking
-ideas, consult the list of starter tasks in ISSUE, or ask the <code>dev@seatunnel.apache.org</code> mailing list.</p><p>Before proceeding, contributors should evaluate if the proposed change is likely to be relevant,
-new and actionable:</p><ul><li>Is it clear that code must change? Proposing a ISSUE and pull request is appropriate only when a
-clear problem or change has been identified. If simply having trouble using SeaTunnel, use the mailing
-lists first, rather than consider filing a ISSUE or proposing a change. When in doubt, email
-<code>dev@seatunnel.apache.org</code> first about the possible change</li><li>Search the <code>dev@seatunnel.apache.org</code> mailing list for
-related discussions.
-Often, the problem has been discussed before, with a resolution that doesn't require a code
-change, or recording what kinds of changes will not be accepted as a resolution.</li><li>Search ISSUE for existing issues:
-<a href="https://github.com/apache/incubator-seatunnel/issues" target="_blank" rel="noopener noreferrer">ISSUES</a></li><li>Type <code>SeaTunnel [search terms]</code> at the top right search box. If a logically similar issue already
-exists, then contribute to the discussion on the existing ISSUE and pull request first, instead of
-creating a new one.</li><li>Is the scope of the change matched to the contributor's level of experience? Anyone is qualified
-to suggest a typo fix, but refactoring core scheduling logic requires much more understanding of
-SeaTunnel. Some changes require building up experience first (see above).</li></ul><p>It's worth reemphasizing that changes to the core of SeaTunnel, or to highly complex and important modules are more difficult to make correctly. They will be subjected to more scrutiny
-and held to a higher standard of review than changes to less critical code.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="error-message-guidelines">Error message guidelines<a class="hash-link" href="#error-message-guidelines" title="Direct link to heading"></a></h3><p>Exceptions thrown in SeaTunnel should be associated with standardized and actionable
-error messages.</p><p>Error messages should answer the following questions:</p><ul><li><strong>What</strong> was the problem?</li><li><strong>Why</strong> did the problem happen?</li><li><strong>How</strong> can the problem be solved?</li></ul><p>When writing error messages, you should:</p><ul><li>Use active voice</li><li>Avoid time-based statements, such as promises of future support</li><li>Use the present tense to describe the error and provide suggestions</li><li>Provide concrete exa [...]
-and why changes may be rejected. See the
-<a href="https://google.github.io/eng-practices/review/" target="_blank" rel="noopener noreferrer">detailed guide for code reviewers</a>
-from Google's Engineering Practices documentation.
-Simply put, changes that have many or large
-positives, and few negative effects or risks, are much more likely to be merged, and merged quickly.
-Risky and less valuable changes are very unlikely to be merged, and may be rejected outright
-rather than receive iterations of review.</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="positives">Positives<a class="hash-link" href="#positives" title="Direct link to heading"></a></h4><ul><li>Fixes the root cause of a bug in existing functionality</li><li>Adds functionality or fixes a problem needed by a large number of users</li><li>Simple, targeted</li><li>Easily tested; has tests</li><li>Reduces complexity and lines of code</li><li>Change has already been discussed and is [...]
-license the work to the project under the project's open source license. Whether or not you state
-this explicitly, by submitting any copyrighted material via pull request, email, or other means
-you agree to license the material under the project's open source license and warrant that you
-have the legal authority to do so.</strong></p><h3 class="anchor anchorWithStickyNavbar_mojV" id="cloning-the-apache-seatunnel-source-code">Cloning the Apache SeaTunnel<span class="tm">™</span> source code<a class="hash-link" href="#cloning-the-apache-seatunnel-source-code" title="Direct link to heading"></a></h3><p>If you are interested in working with the newest under-development code or contributing to Apache SeaTunnel development, you can check out the master branch from Git:</p><di [...]
-GitHub pull requests to manage the review and merge of specific code changes. That is, ISSUEs are
-used to describe <em>what</em> should be fixed or changed, and high-level approaches, and pull requests
-describe <em>how</em> to implement that change in the project's source code. For example, major design
-decisions are discussed in ISSUE.</p><ol><li>Find the existing SeaTunnel ISSUE that the change pertains to.<ol><li>Do not create a new ISSUE if creating a change to address an existing issue in ISSUE; add to
-the existing discussion and work instead</li><li>Look for existing pull requests that are linked from the ISSUE, to understand if someone is
-already working on the ISSUE</li></ol></li><li>If the change is new, then it usually needs a new ISSUE. However, trivial changes, where the
-what should change is virtually the same as the how it should change do not require a ISSUE.
-Example: <code>Fix typos in Foo scaladoc</code></li><li>If required, create a new ISSUE:<ol><li>Provide a descriptive Title. "Update web UI" or "Problem in scheduler" is not sufficient.
-"Kafka Streaming support fails to handle empty queue in YARN cluster mode" is good.</li><li>Write a detailed Description. For bug reports, this should ideally include a short
-reproduction of the problem. For new features, it may include a design document.</li><li>Set required fields:<ol><li><strong>Issue Type</strong>. Generally, Bug, Improvement and New Feature are the only types used in SeaTunnel.</li><li><strong>Priority</strong>. Set to Major or below; higher priorities are generally reserved for
-committers to set. The main exception is correctness or data-loss issues, which can be flagged as
-Blockers. ISSUE tends to unfortunately conflate "size" and "importance" in its
-Priority field values. Their meaning is roughly:<ol><li>Blocker: pointless to release without this change as the release would be unusable
-to a large minority of users. Correctness and data loss issues should be considered Blockers for their target versions.</li><li>Critical: a large minority of users are missing important functionality without
-this, and/or a workaround is difficult</li><li>Major: a small minority of users are missing important functionality without this,
-and there is a workaround</li><li>Minor: a niche use case is missing some support, but it does not affect usage or
-is easily worked around</li><li>Trivial: a nice-to-have change but unlikely to be any problem in practice otherwise</li></ol></li><li><strong>Component</strong></li><li><strong>Affects Version</strong>. For Bugs, assign at least one version that is known to exhibit the
-problem or need the change</li><li><strong>Label</strong>. Not widely used, except for the following:<ul><li><code>correctness</code>: a correctness issue</li><li><code>data-loss</code>: a data loss issue</li><li><code>release-notes</code>: the change's effects need mention in release notes. The ISSUE or pull request
-should include detail suitable for inclusion in release notes -- see "Docs Text" below.</li><li><code>starter</code>: small, simple change suitable for new contributors</li></ul></li><li><strong>Docs Text</strong>: For issues that require an entry in the release notes, this should contain the
-information that the release manager should include in Release Notes. This should include a short summary
-of what behavior is impacted, and detail on what behavior changed. It can be provisionally filled out
-when the ISSUE is opened, but will likely need to be updated with final details when the issue is
-resolved.</li></ol></li><li>Do not set the following fields:<ol><li><strong>Fix Version</strong>. This is assigned by committers only when resolved.</li><li><strong>Target Version</strong>. This is assigned by committers to indicate a PR has been accepted for
-possible fix by the target version.</li></ol></li><li>Do not include a patch file; pull requests are used to propose the actual change.</li></ol></li><li>If the change is a large change, consider inviting discussion on the issue at
-<code>dev@seatunnel.apache.org</code> first before proceeding to implement the change.</li></ol><h3 class="anchor anchorWithStickyNavbar_mojV" id="pull-request">Pull request<a class="hash-link" href="#pull-request" title="Direct link to heading"></a></h3><ol><li><a href="https://help.github.com/articles/fork-a-repo/" target="_blank" rel="noopener noreferrer">Fork</a> the GitHub repository at
-<a href="https://github.com/apache/incubator-seatunnel/" target="_blank" rel="noopener noreferrer">incubator-seatunnel</a> if you haven't already</li><li>Clone your fork, create a new branch, push commits to the branch.</li><li>Consider whether documentation or tests need to be added or updated as part of the change,
-and add them as needed.<ol><li>When you add tests, make sure the tests are self-descriptive.</li><li>Also, you should consider writing a ISSUE ID in the tests when your pull request targets to fix
-a specific issue. In practice, usually it is added when a ISSUE type is a bug or a PR adds
-a couple of tests to an existing test class. See the examples below:<ul><li>Scala<div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">test("SeaTunnel-12345: a short description of the test") {</span><br></span>< [...]
-Changes can be added by simply pushing more commits to the same branch.</li><li>Lively, polite, rapid technical debate is encouraged from everyone in the community. The outcome
-may be a rejection of the entire change.</li><li>Keep in mind that changes to more critical parts of SeaTunnel, like its core components, will
-be subjected to more review, and may require more testing and proof of its correctness than
-other changes.</li><li>Reviewers can indicate that a change looks suitable for merging with a comment such as: "I think
-this patch looks good". SeaTunnel uses the LGTM convention for indicating the strongest level of
-technical sign-off on a patch: simply comment with the word "LGTM". It specifically means: "I've
-looked at this thoroughly and take as much ownership as if I wrote the patch myself". If you
-comment LGTM you will be expected to help with bugs or follow-up issues on the patch. Consistent,
-judicious use of LGTMs is a great way to gain credibility as a reviewer with the broader community.</li><li>Sometimes, other changes will be merged which conflict with your pull request's changes. The
-PR can't be merged until the conflict is resolved. This can be resolved by, for example, adding a remote
-to keep up with upstream changes by <code>git remote add upstream git@github.com:apache/incubator-seatunnel.git</code>,
-running <code>git fetch upstream</code> followed by <code>git rebase upstream/master</code> and resolving the conflicts by hand,
-then pushing the result to your branch.</li><li>Try to be responsive to the discussion rather than let days pass between replies</li></ul><h3 class="anchor anchorWithStickyNavbar_mojV" id="closing-your-pull-request--issue">Closing your pull request / ISSUE<a class="hash-link" href="#closing-your-pull-request--issue" title="Direct link to heading"></a></h3><ul><li>If a change is accepted, it will be merged and the pull request will automatically be closed,
-along with the associated ISSUE if any<ul><li>Note that in the rare case you are asked to open a pull request against a branch besides
-<code>master</code>, that you will actually have to close the pull request manually</li><li>The ISSUE will be Assigned to the primary contributor to the change as a way of giving credit.
-If the ISSUE isn't closed and/or Assigned promptly, comment on the ISSUE.</li></ul></li><li>If your pull request is ultimately rejected, please close it promptly<ul><li>... because committers can't close PRs directly</li><li>Pull requests will be automatically closed by an automated process at Apache after about a
-week if a committer has made a comment like "mind closing this PR?" This means that the
-committer is specifically requesting that it be closed.</li></ul></li><li>If a pull request has gotten little or no attention, consider improving the description or
-the change itself and ping likely reviewers again after a few days. Consider proposing a
-change that's easier to include, like a smaller and/or less invasive change.</li><li>If it has been reviewed but not taken up after weeks, after soliciting review from the
-most relevant reviewers, or, has met with neutral reactions, the outcome may be considered a
-"soft no". It is helpful to withdraw and close the PR in this case.</li><li>If a pull request is closed because it is deemed not the right approach to resolve a ISSUE,
-then leave the ISSUE open. However if the review makes it clear that the issue identified in
-the ISSUE is not going to be resolved by any pull request (not a problem, won't fix) then also
-resolve the ISSUE.</li></ul><h3 class="anchor anchorWithStickyNavbar_mojV" id="if-in-doubt">If in doubt<a class="hash-link" href="#if-in-doubt" title="Direct link to heading"></a></h3><p>If you're not sure about the right style for something, try to follow the style of the existing
-codebase. Look at whether there are other examples in the code that use your feature. Feel free
-to ask on the <code>dev@seatunnel.apache.org</code> list as well and/or ask committers.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="code-of-conduct">Code of conduct<a class="hash-link" href="#code-of-conduct" title="Direct link to heading"></a></h2><p>The Apache SeaTunnel project follows the <a href="https://www.apache.org/foundation/policies/conduct.html" target="_blank" rel="noopener noreferrer">Apache Software Foundation Code of Conduct</a>. The <a href="https://www.apache. [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-Located in <code>src/pages/home</code></p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">├─home</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ languages.json // Home page [...]
-Located in <code>src/pages/team</code></p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">├─team</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ languages.json</span><br></ [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<meta name="viewport" content="width=device-width,initial-scale=1">
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-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Submit Code | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/community/submit_guide/submit-code"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docus [...]
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- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<!doctype html>
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-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
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-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Introduction | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/docs/introduction"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" c [...]
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-</head>
-<body>
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<a href="https://join.slack.com/t/apacheseatunnel/shared_invite/zt-123jmewxe-RjB_DW3M3gV~xL91pZ0oVQ" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/slack-%23seatunnel-4f8eba?logo=slack" alt="Slack"></a>
-<a href="https://twitter.com/ASFSeaTunnel" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/twitter/follow/ASFSeaTunnel.svg?label=Follow&logo=twitter" alt="Twitter Follow"></a></p><p><a href="/docs/README.md"><img src="https://img.shields.io/badge/document-English-blue.svg" alt="EN doc"></a>
-<a href="/docs/README_zh_CN.md"><img src="https://img.shields.io/badge/%E6%96%87%E6%A1%A3-%E4%B8%AD%E6%96%87%E7%89%88-blue.svg" alt="CN doc"></a></p><p>SeaTunnel was formerly named Waterdrop , and renamed SeaTunnel since October 12, 2021.</p><p>SeaTunnel is a very easy-to-use ultra-high-performance distributed data integration platform that supports real-time
-synchronization of massive data. It can synchronize tens of billions of data stably and efficiently every day, and has
-been used in the production of nearly 100 companies.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="why-do-we-need-seatunnel">Why do we need SeaTunnel<a class="hash-link" href="#why-do-we-need-seatunnel" title="Direct link to heading"></a></h2><p>SeaTunnel will do its best to solve the problems that may be encountered in the synchronization of massive data:</p><ul><li>Data loss and duplication</li><li>Task accumulation and delay</li><li>Low throughput</li><li>Long cycle to be app [...]
-accustomed to SQL, you can also directly construct a data processing pipeline by SQL, which is simple and efficient.
-Currently, the filter list supported by SeaTunnel is still being expanded. Furthermore, you can develop your own data
-processing plug-in, because the whole system is easy to expand.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="plugins-supported-by-seatunnel">Plugins supported by SeaTunnel<a class="hash-link" href="#plugins-supported-by-seatunnel" title="Direct link to heading"></a></h2><ul><li><p>Input plugin Fake, File, Hdfs, Kafka, Druid, S3, Socket, self-developed Input plugin</p></li><li><p>Filter plugin Add, Checksum, Convert, Date, Drop, Grok, Json, Kv, Lowercase, Remove, Rename, Reparti [...]
-Sample, Split, Sql, Table, Truncate, Uppercase, Uuid, Self-developed Filter plugin</p></li><li><p>Output plugin Elasticsearch, File, Hdfs, Jdbc, Kafka, Druid, Mysql, S3, Stdout, self-developed Output plugin</p></li></ul><h2 class="anchor anchorWithStickyNavbar_mojV" id="environmental-dependency">Environmental dependency<a class="hash-link" href="#environmental-dependency" title="Direct link to heading"></a></h2><ol><li><p>java runtime environment, java >= 8</p></li><li><p>If you want [...]
-a cluster environment, because SeaTunnel supports standalone operation. Note: SeaTunnel 2.0 supports running on Spark
-and Flink.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="downloads">Downloads<a class="hash-link" href="#downloads" title="Direct link to heading"></a></h2><p>Download address for run-directly software package: <a href="https://github.com/apache/incubator-seatunnel/releases" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-seatunnel/releases</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="quick-start">Quick start<a class="hash-link" href="# [...]
-monitoring for hundreds of real-time streaming computing tasks.</p><ul><li>Sina, Big Data Operation Analysis Platform</li></ul><p>Sina Data Operation Analysis Platform uses SeaTunnel to perform real-time and offline analysis of data operation and
-maintenance for Sina News, CDN and other services, and write it into Clickhouse.</p><ul><li>Sogou, Sogou Qiqian System</li></ul><p>Sogou Qiqian System takes SeaTunnel as an ETL tool to help establish a real-time data warehouse system.</p><ul><li>Qutoutiao, Qutoutiao Data Center</li></ul><p>Qutoutiao Data Center uses SeaTunnel to support mysql to hive offline ETL tasks, real-time hive to clickhouse backfill
-technical support, and well covers most offline and real-time tasks needs.</p><ul><li><p>Yixia Technology, Yizhibo Data Platform</p></li><li><p>Yonghui Superstores Founders' Alliance-Yonghui Yunchuang Technology, Member E-commerce Data Analysis Platform</p></li></ul><p>SeaTunnel provides real-time streaming and offline SQL computing of e-commerce user behavior data for Yonghui Life, a
-new retail brand of Yonghui Yunchuang Technology.</p><ul><li>Shuidichou, Data Platform</li></ul><p>Shuidichou adopts SeaTunnel to do real-time streaming and regular offline batch processing on Yarn, processing 3~4T data
-volume average daily, and later writing the data to Clickhouse.</p><ul><li>Tencent Cloud</li></ul><p>Collecting various logs from business services into Apache Kafka, some of the data in Apache Kafka is consumed and extracted through Seatunnel, and then store into Clickhouse.</p><p>For more use cases, please refer to: <a href="https://interestinglab.github.io/seatunnel-docs/#/zh-cn/case_study/" target="_blank" rel="noopener noreferrer">https://interestinglab.github.io/seatunnel-docs/#/zh [...]
-By participating, you are expected to uphold this code. Please follow
-the <a href="https://www.apache.org/foundation/policies/conduct#reporting-guidelines" target="_blank" rel="noopener noreferrer">REPORTING GUIDELINES</a> to report
-unacceptable behavior.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="developer">Developer<a class="hash-link" href="#developer" title="Direct link to heading"></a></h2><p>Thanks to all developers!</p><p><a href="https://github.com/apache/incubator-seatunnel/graphs/contributors" target="_blank" rel="noopener noreferrer"><img src="https://opencollective.com/seatunnel/contributors.svg?width=666"></a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contact-us">Contact Us<a cla [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">SeaTunnel FAQ | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/faq/faq"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="c [...]
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-</head>
-<body>
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<a href="https://www.cnblogs.com/jasondan/p/spark-specific-jdk-version.html" target="_blank" rel="noopener noreferrer">https://www.cnblogs.com/jasondan/p/spark-specific-jdk-version.html</a></p></li></ul><p><strong>FAQ 14.</strong> What should I do if OOM always appears when running SeaTunnel in Spark local<!-- -->[*]<!-- --> mode?</p><p>If you run in local mode, you need to modify the start-seatunnel.sh startup script after spark-submit, add a parameter <code>--driver-memory 4g</code> . [...]
- <p style="padding: 0 20px 30px;color: #999999;font-weight: 400;"> Copyright © 2022 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache SeaTunnel, Apache Incubator, Apache, the Apache feather logo, the Apache SeaTunnel Logo and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
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diff --git a/home/processes_zh.svg b/home/processes_zh.svg
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- * scheduler.production.min.js
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- * LICENSE file in the root directory of this source tree.
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-
-/** @license React v16.13.1
- * react-is.production.min.js
- *
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- *
- * This source code is licensed under the MIT license found in the
- * LICENSE file in the root directory of this source tree.
- */
-
-/** @license React v17.0.2
- * react-dom.production.min.js
- *
- * Copyright (c) Facebook, Inc. and its affiliates.
- *
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- * LICENSE file in the root directory of this source tree.
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-
-/** @license React v17.0.2
- * react.production.min.js
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diff --git a/zh-CN/assets/js/runtime~main.7f2ec29f.js b/zh-CN/assets/js/runtime~main.7f2ec29f.js
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diff --git a/zh-CN/blog/archive/index.html b/zh-CN/blog/archive/index.html
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-<!doctype html>
-<html lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Archive | Apache SeaTunnel</title><meta data-react-helmet="true" property="og:title" content="Archive | Apache SeaTunnel"><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="description" content="Archive"><meta data-react-helmet="true" property="og:description" content="Archive">< [...]
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
- </div></div></div></div></footer></div>
-<script src="/zh-CN/assets/js/runtime~main.7f2ec29f.js"></script>
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-</body>
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-<feed xmlns="http://www.w3.org/2005/Atom">
- <id>https://seatunnel.apache.org/zh-CN/blog</id>
- <title>Apache SeaTunnel Blog</title>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <generator>https://github.com/jpmonette/feed</generator>
- <link rel="alternate" href="https://seatunnel.apache.org/zh-CN/blog"/>
- <subtitle>Apache SeaTunnel Blog</subtitle>
- <icon>https://seatunnel.apache.org/zh-CN/image/favicon.ico</icon>
- <entry>
- <title type="html"><![CDATA[如何快速地把 HDFS 中的数据导入 ClickHouse]]></title>
- <id>hdfs-to-clickhouse</id>
- <link href="https://seatunnel.apache.org/zh-CN/blog/hdfs-to-clickhouse"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。]]></summary>
- <content type="html"><![CDATA[<p>ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。</p><p>之前介绍的有关数据处理入库的经验都是基于实时数据流，数据存储在 Kafka 中，我们使用 Java 或者 Golang 将数据从 Kafka 中读取、解析、清洗之后写入 ClickHouse 中，这样可以实现数据的快速接入。然而在很多同学的使用场景中，数据都不是实时的，可能需要将 HDFS 或者是 Hive 中的数据导入 ClickHouse。有的同学通过编写 Spark 程序来实现数据的导入，那么是否有更简单、高效的方法呢。</p><p>目前开源社区上有一款工具 <strong>Seatunnel</strong>，项目地址 <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noo [...]
- <category label="HDFS" term="HDFS"/>
- <category label="ClickHouse" term="ClickHouse"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[如何快速地把 Hive 中的数据导入 ClickHouse]]></title>
- <id>hive-to-clickhouse</id>
- <link href="https://seatunnel.apache.org/zh-CN/blog/hive-to-clickhouse"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。]]></summary>
- <content type="html"><![CDATA[<p>ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。</p><p>在之前的文章 <a href="/zh-CN/blog/hdfs-to-clickhouse">如何快速地把HDFS中的数据导入ClickHouse</a> 中我们提到过使用 Seatunnel <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-seatunnel</a> 对HDFS中的数据经过很简单的操作就可以将数据写入ClickHouse。HDFS中的数据一般是非结构化的数据，那么针对存储在Hive中的结构化数据，我们应该怎么操作呢？</p><p><img src="/zh-CN/a [...]
- <category label="Hive" term="Hive"/>
- <category label="ClickHouse" term="ClickHouse"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[如何使用 Spark 快速将数据写入 Elasticsearch]]></title>
- <id>spark-execute-elasticsearch</id>
- <link href="https://seatunnel.apache.org/zh-CN/blog/spark-execute-elasticsearch"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：]]></summary>
- <content type="html"><![CDATA[<p>说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：</p><ul><li>海量数据ETL</li><li>海量数据聚合</li><li>多源数据处理</li></ul><p>为了满足这些场景，很多同学都会选择Spark，借助Spark算子进行数据处理，最后将处理结果写入Elasticsearch。</p><p>我们部门之前利用Spark对Nginx日志进行分析，统计我们的Web服务访问情况，将Nginx日志每分钟聚合一次最后将结果写入Elasticsearch，然后利用Kibana配置实时监控Dashboard。Elasticsearch和Kibana都很方便、实用，但是随着类似需求越来越多，如何快速通过Spark将数据写入Elasticsearch成为了我们的一大问题。</p><p>今天给大家推荐一款能够实现数据快速写入 [...]
- <category label="Spark" term="Spark"/>
- <category label="Kafka" term="Kafka"/>
- <category label="Elasticsearch" term="Elasticsearch"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[怎么用 Spark 在 TiDB 上做 OLAP 分析]]></title>
- <id>spark-execute-tidb</id>
- <link href="https://seatunnel.apache.org/zh-CN/blog/spark-execute-tidb"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[TiDB 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。]]></summary>
- <content type="html"><![CDATA[<p><img src="https://download.pingcap.com/images/tidb-planet.jpg"></p><p><a href="https://github.com/pingcap/tidb" target="_blank" rel="noopener noreferrer">TiDB</a> 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。</p><p>TiSpark 是 PingCAP 为解决用户复杂 OLAP 需求而推出的产品。它借助 Spark 平台，同时融合 TiKV 分布式集群的优势。</p><p>直接使用 TiSpark 完成 OLAP 操作需要了解 Spark，还需要一些开发工作。那么，有没有一些开箱即用的工具能帮我们更快速地使用 TiSpark 在 TiDB 上完成 OLAP 分析呢？</p><p>目前开源社区上有一款工具 <strong>Seat [...]
- <category label="Spark" term="Spark"/>
- <category label="TiDB" term="TiDB"/>
- </entry>
- <entry>
- <title type="html"><![CDATA[如何支持的 Spark StructuredStreaming]]></title>
- <id>spark-structured-streaming</id>
- <link href="https://seatunnel.apache.org/zh-CN/blog/spark-structured-streaming"/>
- <updated>2021-12-30T00:00:00.000Z</updated>
- <summary type="html"><![CDATA[前言]]></summary>
- <content type="html"><![CDATA[<h3 class="anchor anchorWithStickyNavbar_mojV" id="前言">前言<a class="hash-link" href="#前言" title="Direct link to heading"></a></h3><p>StructuredStreaming是Spark 2.0以后新开放的一个模块，相比SparkStreaming，它有一些比较突出的优点：<br> <!-- --> <!-- --> <!-- -->一、它能做到更低的延迟;<br>
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></code></pre><button type="button" aria-label="Copy co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id":12345}</span><br></span><span class="tok [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/zh-CN/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/zh-CN/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/zh-CN/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apach [...]
- <category label="Spark" term="Spark"/>
- <category label="StructuredStreaming" term="StructuredStreaming"/>
- </entry>
-</feed>
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-<meta charset="UTF-8">
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-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">如何快速地把 HDFS 中的数据导入 ClickHouse | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/blog/hdfs-to-clickhouse"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-hel [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-<html lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
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-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">如何快速地把 Hive 中的数据导入 ClickHouse | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/blog/hive-to-clickhouse"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-hel [...]
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-</html>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/zh-CN/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/zh-CN/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/zh-CN/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apach [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
- </div></div></div></div></footer></div>
-<script src="/zh-CN/assets/js/runtime~main.7f2ec29f.js"></script>
-<script src="/zh-CN/assets/js/main.caff6f47.js"></script>
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diff --git a/zh-CN/blog/rss.xml b/zh-CN/blog/rss.xml
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-<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/">
- <channel>
- <title>Apache SeaTunnel Blog</title>
- <link>https://seatunnel.apache.org/zh-CN/blog</link>
- <description>Apache SeaTunnel Blog</description>
- <lastBuildDate>Thu, 30 Dec 2021 00:00:00 GMT</lastBuildDate>
- <docs>https://validator.w3.org/feed/docs/rss2.html</docs>
- <generator>https://github.com/jpmonette/feed</generator>
- <item>
- <title><![CDATA[如何快速地把 HDFS 中的数据导入 ClickHouse]]></title>
- <link>https://seatunnel.apache.org/zh-CN/blog/hdfs-to-clickhouse</link>
- <guid>hdfs-to-clickhouse</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。]]></description>
- <content:encoded><![CDATA[<p>ClickHouse 是面向 OLAP 的分布式列式 DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至 ClickHouse 这个优秀的数据仓库之中，当前日数据量达到了 300 亿。</p><p>之前介绍的有关数据处理入库的经验都是基于实时数据流，数据存储在 Kafka 中，我们使用 Java 或者 Golang 将数据从 Kafka 中读取、解析、清洗之后写入 ClickHouse 中，这样可以实现数据的快速接入。然而在很多同学的使用场景中，数据都不是实时的，可能需要将 HDFS 或者是 Hive 中的数据导入 ClickHouse。有的同学通过编写 Spark 程序来实现数据的导入，那么是否有更简单、高效的方法呢。</p><p>目前开源社区上有一款工具 <strong>Seatunnel</strong>，项目地址 <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noo [...]
- <category>HDFS</category>
- <category>ClickHouse</category>
- </item>
- <item>
- <title><![CDATA[如何快速地把 Hive 中的数据导入 ClickHouse]]></title>
- <link>https://seatunnel.apache.org/zh-CN/blog/hive-to-clickhouse</link>
- <guid>hive-to-clickhouse</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。]]></description>
- <content:encoded><![CDATA[<p>ClickHouse是面向OLAP的分布式列式DBMS。我们部门目前已经把所有数据分析相关的日志数据存储至ClickHouse这个优秀的数据仓库之中，当前日数据量达到了300亿。</p><p>在之前的文章 <a href="/zh-CN/blog/hdfs-to-clickhouse">如何快速地把HDFS中的数据导入ClickHouse</a> 中我们提到过使用 Seatunnel <a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-seatunnel</a> 对HDFS中的数据经过很简单的操作就可以将数据写入ClickHouse。HDFS中的数据一般是非结构化的数据，那么针对存储在Hive中的结构化数据，我们应该怎么操作呢？</p><p><img src="/zh-CN/a [...]
- <category>Hive</category>
- <category>ClickHouse</category>
- </item>
- <item>
- <title><![CDATA[如何使用 Spark 快速将数据写入 Elasticsearch]]></title>
- <link>https://seatunnel.apache.org/zh-CN/blog/spark-execute-elasticsearch</link>
- <guid>spark-execute-elasticsearch</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：]]></description>
- <content:encoded><![CDATA[<p>说到数据写入 Elasticsearch，最先想到的肯定是Logstash。Logstash因为其简单上手、可扩展、可伸缩等优点被广大用户接受。但是尺有所短，寸有所长，Logstash肯定也有它无法适用的应用场景，比如：</p><ul><li>海量数据ETL</li><li>海量数据聚合</li><li>多源数据处理</li></ul><p>为了满足这些场景，很多同学都会选择Spark，借助Spark算子进行数据处理，最后将处理结果写入Elasticsearch。</p><p>我们部门之前利用Spark对Nginx日志进行分析，统计我们的Web服务访问情况，将Nginx日志每分钟聚合一次最后将结果写入Elasticsearch，然后利用Kibana配置实时监控Dashboard。Elasticsearch和Kibana都很方便、实用，但是随着类似需求越来越多，如何快速通过Spark将数据写入Elasticsearch成为了我们的一大问题。</p><p>今天给大家推荐一款能够实现数据快速写入 [...]
- <category>Spark</category>
- <category>Kafka</category>
- <category>Elasticsearch</category>
- </item>
- <item>
- <title><![CDATA[怎么用 Spark 在 TiDB 上做 OLAP 分析]]></title>
- <link>https://seatunnel.apache.org/zh-CN/blog/spark-execute-tidb</link>
- <guid>spark-execute-tidb</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[TiDB 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。]]></description>
- <content:encoded><![CDATA[<p><img src="https://download.pingcap.com/images/tidb-planet.jpg"></p><p><a href="https://github.com/pingcap/tidb" target="_blank" rel="noopener noreferrer">TiDB</a> 是一款定位于在线事务处理/在线分析处理的融合型数据库产品，实现了一键水平伸缩，强一致性的多副本数据安全，分布式事务，实时 OLAP 等重要特性。</p><p>TiSpark 是 PingCAP 为解决用户复杂 OLAP 需求而推出的产品。它借助 Spark 平台，同时融合 TiKV 分布式集群的优势。</p><p>直接使用 TiSpark 完成 OLAP 操作需要了解 Spark，还需要一些开发工作。那么，有没有一些开箱即用的工具能帮我们更快速地使用 TiSpark 在 TiDB 上完成 OLAP 分析呢？</p><p>目前开源社区上有一款工具 <strong>Seat [...]
- <category>Spark</category>
- <category>TiDB</category>
- </item>
- <item>
- <title><![CDATA[如何支持的 Spark StructuredStreaming]]></title>
- <link>https://seatunnel.apache.org/zh-CN/blog/spark-structured-streaming</link>
- <guid>spark-structured-streaming</guid>
- <pubDate>Thu, 30 Dec 2021 00:00:00 GMT</pubDate>
- <description><![CDATA[前言]]></description>
- <content:encoded><![CDATA[<h3 class="anchor anchorWithStickyNavbar_mojV" id="前言">前言<a class="hash-link" href="#前言" title="Direct link to heading"></a></h3><p>StructuredStreaming是Spark 2.0以后新开放的一个模块，相比SparkStreaming，它有一些比较突出的优点：<br> <!-- --> <!-- --> <!-- -->一、它能做到更低的延迟;<br>
-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></code></pre><button type="button" aria-label="Copy co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id":12345}</span><br></span><span class="tok [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/zh-CN/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/zh-CN/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/zh-CN/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apach [...]
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- <category>StructuredStreaming</category>
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-<!doctype html>
-<html lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">如何使用 Spark 快速将数据写入 Elasticsearch | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/blog/spark-execute-elasticsearch"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta da [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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diff --git a/zh-CN/blog/spark-execute-tidb/index.html b/zh-CN/blog/spark-execute-tidb/index.html
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-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">怎么用 Spark 在 TiDB 上做 OLAP 分析 | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/blog/spark-execute-tidb"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helme [...]
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- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
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-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/zh-CN/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/zh-CN/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/zh-CN/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apach [...]
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- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
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-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/zh-CN/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/zh-CN/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/zh-CN/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apach [...]
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- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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diff --git a/zh-CN/blog/tags/structured-streaming/index.html b/zh-CN/blog/tags/structured-streaming/index.html
deleted file mode 100644
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--- a/zh-CN/blog/tags/structured-streaming/index.html
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-<!-- --> <!-- --> <!-- -->二、可以做实时的聚合，例如实时计算每天每个商品的销售总额；<br>
-<!-- --> <!-- --> <!-- -->三、可以做流与流之间的关联，例如计算广告的点击率，需要将广告的曝光记录和点击记录关联。<br>
-以上几点如果使用SparkStreaming来实现可能会比较麻烦或者说是很难实现，但是使用StructuredStreaming实现起来会比较轻松。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="如何使用structuredstreaming">如何使用StructuredStreaming<a class="hash-link" href="#如何使用structuredstreaming" title="Direct link to heading"></a></h3><p>可能你没有详细研究过StructuredStreaming，但是发现StructuredStreaming能很好的解决你的需求，如何快速利用StructuredStreaming来解决你的需求？目前社区有一款工具 <strong>Seatunnel</strong>，项目地址：<a href="https://github.com/apache/incubator-seatunnel" target="_blank" rel="no [...]
-可以高效低成本的帮助你利用StructuredStreaming来完成你的需求。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel">Seatunnel<a class="hash-link" href="#seatunnel" title="Direct link to heading"></a></h3><p>Seatunnel 是一个非常易用，高性能，能够应对海量数据的实时数据处理产品，它构建在Spark之上。Seatunnel 拥有着非常丰富的插件，支持从Kafka、HDFS、Kudu中读取数据，进行各种各样的数据处理，并将结果写入ClickHouse、Elasticsearch或者Kafka中</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="准备工作">准备工作<a class="hash-link" href="#准备工作" title="Direct link to heading"></a></h3><p>首先我们 [...]
-但是如果你确定你kafka里的数据是json字符串的话，你可以指定schema，input插件将按照你指定的schema解析</p><h4 class="anchor anchorWithStickyNavbar_mojV" id="filter">Filter<a class="hash-link" href="#filter" title="Direct link to heading"></a></h4><p>下面是一个简单的filter例子</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span clas [...]
-这么做的巨大的优势就是海量数据可以在实时处理的时候，完成聚合，再也不需要先将数据写入数据仓库，再跑离线的定时任务进行聚合，
-操作起来还是很方便的。</p><p>kafka的数据如下</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"good_id":"abc","price":300,"user_id":123456,"time":1553216320}</span><br></span></co [...]
-此时我们就需要把两个流数据关联到一起做计算，而 Seatunnel 最近也支持了此功能，让我们一起看一下该怎么做：</p><p>点击topic数据格式</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">{"ad_id":"abc","click_time":1553216320,"user_id": [...]
-如果你对这两个也感兴趣的话，可以阅读我们以前发布的文章《<a href="/zh-CN/blog/hive-to-clickhouse">如何快速地将Hive中的数据导入ClickHouse</a>》、
-《<a href="/zh-CN/blog/spark-execute-tidb">优秀的数据工程师，怎么用Spark在TiDB上做OLAP分析</a>》、
-《<a href="/zh-CN/blog/spark-execute-elasticsearch">如何使用Spark快速将数据写入Elasticsearch</a>》</p><p>希望了解 Seatunnel 和 HBase, ClickHouse、Elasticsearch、Kafka、MySQL 等数据源结合使用的更多功能和案例，可以直接进入官网 <a href="https://seatunnel.apache.org/" target="_blank" rel="noopener noreferrer">https://seatunnel.apache.org/</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="联系我们">联系我们<a class="hash-link" href="#联系我们" title="Direct link to heading"></a></h2><ul><li>邮件列表 : <strong><a href="mailto:dev@seatunnel.apach [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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deleted file mode 100644
index f304a89..0000000
--- a/zh-CN/blog/tags/ti-db/index.html
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- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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diff --git a/zh-CN/community/contribution_guide/committer/index.html b/zh-CN/community/contribution_guide/committer/index.html
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-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Become Apache SeaTunnel Committer | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/community/contribution_guide/committer"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN">< [...]
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-To get started contributing to SeaTunnel, learn how to contribute – anyone can submit patches, documentation and examples to the project.</p><p>The PPMC regularly adds new committers from the active contributors, based on their contributions to SeaTunnel. The qualifications for new committers include:</p><p>Sustained contributions to SeaTunnel: Committers should have a history of major contributions to SeaTunnel. An ideal committer will have contributed broadly throughout the project, an [...]
-Quality of contributions: Committers more than any other community member should submit simple, well-tested, and well-designed patches. In addition, they should show sufficient expertise to be able to review patches, including making sure they fit within SeaTunnel’s engineering practices (testability, documentation, API stability, code style, etc). The committership is collectively responsible for the software quality and maintainability of SeaTunnel. Note that contributions to critical [...]
-Community involvement: Committers should have a constructive and friendly attitude in all community interactions. They should also be active on the dev and user list and help mentor newer contributors and users. In design discussions, committers should maintain a professional and diplomatic approach, even in the face of disagreement.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="committer">Committer<a class="hash-link" href="#committer" title="Direct link to heading"></a></h2><h [...]
-so you could gather support from other PPMC members for your proposal.</li><li>Keep the discussion open for more than 3 days but no more than 1 week, unless there is any express objection or concern.</li><li>If the PPMC generally agrees to the proposal, send an email titled <code>[VOTE] Promote xxx as new committer</code> to <code>private@seatunnel.apache.org</code>.</li><li>Keep the voting process open for more than 3 days, but no more than 1 week. Consider the result as <code>Consensus [...]
-+1 votes > -1 votes.</li><li>Send an email titled <code>[RESULT][VOTE] Promote xxx as new committer</code> to <code>private@seatunnel.apache.org</code>, and list the voting details, including who the voters are.</li></ol><h3 class="anchor anchorWithStickyNavbar_mojV" id="invite-new-committer">Invite new committer<a class="hash-link" href="#invite-new-committer" title="Direct link to heading"></a></h3><p>The PPMC member who starts the promotion is responsible for sending an invitation [...]
-Then, this invitation will be treated as accepted by the project's PPMC. Of course, the new committer may also choose to decline the invitation.</p><p>Once the invitation has been accepted, the new committer has to take the following steps:</p><ol><li>Subscribe to <code>dev@seatunnel.apache.org</code>. Usually this is already done.</li><li>Choose a Apache ID that is not on the <a href="http://people.apache.org/committer-index.html" target="_blank" rel="noopener noreferrer">apache co [...]
-The V.P. could request through the <a href="https://whimsy.apache.org/officers/acreq" target="_blank" rel="noopener noreferrer">Apache Account Submission Helper Form</a>.</p><p>After several days, the new committer will receive an email confirming creation of the account, titled <code>Welcome to the Apache Software Foundation (ASF)!</code>.
-Congratulations! The new committer now has an official Apache ID.</p><p>The PPMC member should add the new committer to the official committer list through <a href="https://whimsy.apache.org/roster/committee/SeaTunnel" target="_blank" rel="noopener noreferrer">roster</a>.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="set-up-the-apache-id-and-dev-env">Set up the Apache ID and dev env<a class="hash-link" href="#set-up-the-apache-id-and-dev-env" title="Direct link to heading"></a>< [...]
-search for yourself, and choose <code>Organization visibility</code> to <code>Public</code>.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="committer-rights-duties-and-responsibilities">Committer rights, duties, and responsibilities<a class="hash-link" href="#committer-rights-duties-and-responsibilities" title="Direct link to heading"></a></h3><p>The SeaTunnel project doesn't require continuing contributions from you after you have become a committer, but we truly hope that [...]
-that it is the right time to create the release.</li></ol><p>The PPMC hopes that the new committer will take part in the release process as well as release voting, even though their vote will be regarded as <code>+1 no binding</code>.
-Being familiar with the release process is key to being promoted to the role of PPMC member.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="project-management-committee">Project Management Committee<a class="hash-link" href="#project-management-committee" title="Direct link to heading"></a></h2><p>The Project Management Committee (PPMC) member does not have any special rights in code contributions.
-They simply oversee the project and make sure that it follows the Apache requirements. Its functions include:</p><ol><li>Binding voting for releases and license checks;</li><li>New committer and PPMC member recognition;</li><li>Identification of branding issues and brand protection; and</li><li>Responding to questions raised by the ASF board, and taking necessary actions.</li></ol><p>The V.P. and chair of the PPMC is the secretary, who is responsible for initializing the board report.</p [...]
-Before sending the invitation, the PPMC <a href="http://www.apache.org/dev/PPMC.html#newPPMC" target="_blank" rel="noopener noreferrer">must also send a NOTICE mail to the Apache board</a>.</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2">< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-<!doctype html>
-<html class="docs-version-current" lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">参与贡献 | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/community/contribution_guide/contribute"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helmet="true [...]
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-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-<!doctype html>
-<html class="docs-version-current" lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">订阅邮件列表 | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/community/contribution_guide/subscribe"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helmet="tru [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">文档须知 | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/community/submit_guide/document"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helmet="true" name=" [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-位于 <code>src/pages/home</code></p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">├─home</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ languages.json 首页中英文的配置 </spa [...]
-位于 <code>src/pages/team</code></p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#F8F8F2"><span class="token plain">├─team</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ languages.json</span><br></span><sp [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
- </div></div></div></div></footer></div>
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-<!doctype html>
-<html class="docs-version-current" lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">License 须知 | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/community/submit_guide/license"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helmet="true" n [...]
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-</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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-本文将为您讲解 ASF—License 以及参与 Seatunnel 如何过早的规避掉 License 风险。</p><p>注：本文仅适用于 Apache 项目。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="apache-项目可接受的-license">Apache 项目可接受的 License<a class="hash-link" href="#apache-项目可接受的-license" title="Direct link to heading"></a></h3><p>当您想要为 Seatunnel（亦或其他 Apache 项目）增添一个新的功能，这个功能涉及到其他开源软件的引用，那么您必须注意，目前 Apache 项目支持遵从以下协议的开源软件（如果有遗漏，欢迎补充）：</p><p><a href="https://apache.org/legal/resolved.html" target="_blank" rel="noopener noreferrer">ASF第三方许可证策</a></ [...]
-copyright notice that is included in or attached to the work.</p><p>关于具体的各个开源协议使用协议，在此不做过多篇幅一一介绍，有兴趣可以自行查询了解。</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="seatunnel-license-检测规则">Seatunnel-License 检测规则<a class="hash-link" href="#seatunnel-license-检测规则" title="Direct link to heading"></a></h3><p><strong>TODO</strong></p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/incub [...]
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- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-<meta charset="UTF-8">
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- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
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-<!doctype html>
-<html class="docs-version-current" lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">Introduction | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/docs/introduction"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helmet="true" name="docusa [...]
-<link rel="preload" href="/zh-CN/assets/js/runtime~main.7f2ec29f.js" as="script">
-<link rel="preload" href="/zh-CN/assets/js/main.caff6f47.js" as="script">
-</head>
-<body>
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<a href="https://join.slack.com/t/apacheseatunnel/shared_invite/zt-123jmewxe-RjB_DW3M3gV~xL91pZ0oVQ" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/slack-%23seatunnel-4f8eba?logo=slack" alt="Slack"></a>
-<a href="https://twitter.com/ASFSeaTunnel" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/twitter/follow/ASFSeaTunnel.svg?label=Follow&logo=twitter" alt="Twitter Follow"></a></p><p><a href="/zh-CN/docs/README.md"><img src="https://img.shields.io/badge/document-English-blue.svg" alt="EN doc"></a>
-<a href="/zh-CN/docs/README_zh_CN.md"><img src="https://img.shields.io/badge/%E6%96%87%E6%A1%A3-%E4%B8%AD%E6%96%87%E7%89%88-blue.svg" alt="CN doc"></a></p><p>SeaTunnel was formerly named Waterdrop , and renamed SeaTunnel since October 12, 2021.</p><p>SeaTunnel is a very easy-to-use ultra-high-performance distributed data integration platform that supports real-time
-synchronization of massive data. It can synchronize tens of billions of data stably and efficiently every day, and has
-been used in the production of nearly 100 companies.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="why-do-we-need-seatunnel">Why do we need SeaTunnel<a class="hash-link" href="#why-do-we-need-seatunnel" title="Direct link to heading"></a></h2><p>SeaTunnel will do its best to solve the problems that may be encountered in the synchronization of massive data:</p><ul><li>Data loss and duplication</li><li>Task accumulation and delay</li><li>Low throughput</li><li>Long cycle to be app [...]
-accustomed to SQL, you can also directly construct a data processing pipeline by SQL, which is simple and efficient.
-Currently, the filter list supported by SeaTunnel is still being expanded. Furthermore, you can develop your own data
-processing plug-in, because the whole system is easy to expand.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="plugins-supported-by-seatunnel">Plugins supported by SeaTunnel<a class="hash-link" href="#plugins-supported-by-seatunnel" title="Direct link to heading"></a></h2><ul><li><p>Input plugin Fake, File, Hdfs, Kafka, Druid, S3, Socket, self-developed Input plugin</p></li><li><p>Filter plugin Add, Checksum, Convert, Date, Drop, Grok, Json, Kv, Lowercase, Remove, Rename, Reparti [...]
-Sample, Split, Sql, Table, Truncate, Uppercase, Uuid, Self-developed Filter plugin</p></li><li><p>Output plugin Elasticsearch, File, Hdfs, Jdbc, Kafka, Druid, Mysql, S3, Stdout, self-developed Output plugin</p></li></ul><h2 class="anchor anchorWithStickyNavbar_mojV" id="environmental-dependency">Environmental dependency<a class="hash-link" href="#environmental-dependency" title="Direct link to heading"></a></h2><ol><li><p>java runtime environment, java >= 8</p></li><li><p>If you want [...]
-a cluster environment, because SeaTunnel supports standalone operation. Note: SeaTunnel 2.0 supports running on Spark
-and Flink.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="downloads">Downloads<a class="hash-link" href="#downloads" title="Direct link to heading"></a></h2><p>Download address for run-directly software package: <a href="https://github.com/apache/incubator-seatunnel/releases" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-seatunnel/releases</a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="quick-start">Quick start<a class="hash-link" href="# [...]
-monitoring for hundreds of real-time streaming computing tasks.</p><ul><li>Sina, Big Data Operation Analysis Platform</li></ul><p>Sina Data Operation Analysis Platform uses SeaTunnel to perform real-time and offline analysis of data operation and
-maintenance for Sina News, CDN and other services, and write it into Clickhouse.</p><ul><li>Sogou, Sogou Qiqian System</li></ul><p>Sogou Qiqian System takes SeaTunnel as an ETL tool to help establish a real-time data warehouse system.</p><ul><li>Qutoutiao, Qutoutiao Data Center</li></ul><p>Qutoutiao Data Center uses SeaTunnel to support mysql to hive offline ETL tasks, real-time hive to clickhouse backfill
-technical support, and well covers most offline and real-time tasks needs.</p><ul><li><p>Yixia Technology, Yizhibo Data Platform</p></li><li><p>Yonghui Superstores Founders' Alliance-Yonghui Yunchuang Technology, Member E-commerce Data Analysis Platform</p></li></ul><p>SeaTunnel provides real-time streaming and offline SQL computing of e-commerce user behavior data for Yonghui Life, a
-new retail brand of Yonghui Yunchuang Technology.</p><ul><li>Shuidichou, Data Platform</li></ul><p>Shuidichou adopts SeaTunnel to do real-time streaming and regular offline batch processing on Yarn, processing 3~4T data
-volume average daily, and later writing the data to Clickhouse.</p><ul><li>Tencent Cloud</li></ul><p>Collecting various logs from business services into Apache Kafka, some of the data in Apache Kafka is consumed and extracted through Seatunnel, and then store into Clickhouse.</p><p>For more use cases, please refer to: <a href="https://interestinglab.github.io/seatunnel-docs/#/zh-cn/case_study/" target="_blank" rel="noopener noreferrer">https://interestinglab.github.io/seatunnel-docs/#/zh [...]
-By participating, you are expected to uphold this code. Please follow
-the <a href="https://www.apache.org/foundation/policies/conduct#reporting-guidelines" target="_blank" rel="noopener noreferrer">REPORTING GUIDELINES</a> to report
-unacceptable behavior.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="developer">Developer<a class="hash-link" href="#developer" title="Direct link to heading"></a></h2><p>Thanks to all developers!</p><p><a href="https://github.com/apache/incubator-seatunnel/graphs/contributors" target="_blank" rel="noopener noreferrer"><img src="https://opencollective.com/seatunnel/contributors.svg?width=666"></a></p><h2 class="anchor anchorWithStickyNavbar_mojV" id="contact-us">Contact Us<a cla [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
- </div></div></div></div></footer></div>
-<script src="/zh-CN/assets/js/runtime~main.7f2ec29f.js"></script>
-<script src="/zh-CN/assets/js/main.caff6f47.js"></script>
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-<!doctype html>
-<html class="docs-version-current" lang="zh-CN" dir="ltr">
-<head>
-<meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<meta name="generator" content="Docusaurus v2.0.0-beta.15">
-<link rel="alternate" type="application/rss+xml" href="/zh-CN/blog/rss.xml" title="Apache SeaTunnel RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/zh-CN/blog/atom.xml" title="Apache SeaTunnel Atom Feed"><title data-react-helmet="true">SeaTunnel FAQ | Apache SeaTunnel</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" property="og:url" content="https://seatunnel.apache.org/zh-CN/faq/faq"><meta data-react-helmet="true" name="docusaurus_locale" content="zh-CN"><meta data-react-helmet="true" name="docusaurus_vers [...]
-<link rel="preload" href="/zh-CN/assets/js/runtime~main.7f2ec29f.js" as="script">
-<link rel="preload" href="/zh-CN/assets/js/main.caff6f47.js" as="script">
-</head>
-<body>
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button>< [...]
-<a href="https://www.cnblogs.com/jasondan/p/spark-specific-jdk-version.html" target="_blank" rel="noopener noreferrer">https://www.cnblogs.com/jasondan/p/spark-specific-jdk-version.html</a></p></li></ul><p><strong>FAQ 14.</strong> Spark local<!-- -->[*]<!-- --> 模式下跑SeaTunnel，总是出现OOM怎么办？</p><p>如果用local模式跑的话，需要修改一下start-seatunnel.sh启动脚本，在spark-submit后面，增加一个参数 <code>--driver-memory 4g</code> 。一般情况下生产环境不用local 模式，所以这个参数在On Yarn时一般不需要设置。
-详见 ： <a href="https://spark.apache.org/docs/latest/configuration.html#application-properties" target="_blank" rel="noopener noreferrer">Application Properties</a>。</p><p><strong>FAQ 15.</strong> 自己编写的插件或者是第三方的jdbc.jar放在哪里可以被 SeaTunnel 加载？</p><p>将Jar包放置在 <code>plugins</code> 目录指定结构下：</p><div class="codeBlockContainer_I0IT theme-code-block"><div class="codeBlockContent_wNvx"><pre tabindex="0" class="prism-code language-text codeBlock_jd64 thin-scrollbar" style="color:#F8F8F2;background-col [...]
-插件可以是一个完全独立的项目，在里面你用java，scala，maven，sbt，gradle，都随你。
-这也是我们建议开发者开发插件的方式。</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/incubator-seatunnel-website/edit/dev/i18n/zh-CN/faq.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_dcUD" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0. [...]
- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
- </div>
- <div style="border-top: 1px solid #ccc;min-height: 60px;line-height: 20px;text-align: center;font-family: Avenir-Medium;font-size: 14px;color: #999;display: flex;align-items: center;"><span>Copyright © 2019-2020 The Apache Software Foundation. Apache SeaTunnel, SeaTunnel, and its feather logo are trademarks of The Apache Software Foundation.</span></div>
- </div></div></div></div></footer></div>
-<script src="/zh-CN/assets/js/runtime~main.7f2ec29f.js"></script>
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- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
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- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
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- <div>
- <p style="font-family: Avenir-Medium;font-size: 14px;color: #999;line-height: 20px;">Apache SeaTunnel (incubating) is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not nec [...]
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