(incubator-wayang-website) branch deploy updated: deploy: 4ac1bd3005b3de488f619fb867d324a9af9cfa82

github-bot Wed, 06 Mar 2024 02:04:41 -0800

This is an automated email from the ASF dual-hosted git repository.

github-bot pushed a commit to branch deploy
in repository https://gitbox.apache.org/repos/asf/incubator-wayang-website.git



The following commit(s) were added to refs/heads/deploy by this push:
     new 6aac5876 deploy: 4ac1bd3005b3de488f619fb867d324a9af9cfa82
6aac5876 is described below

commit 6aac5876638c843c46fcb9ef342990a6f5005e9e
Author: 2pk03 <[email protected]>
AuthorDate: Wed Mar 6 10:04:30 2024 +0000

    deploy: 4ac1bd3005b3de488f619fb867d324a9af9cfa82
---
 404.html                                                 |  4 ++--
 assets/js/29e20dbd.25981cb6.js                           |  1 +
 assets/js/29e20dbd.80bb1200.js                           |  1 -
 assets/js/34f284a7.747c7b73.js                           |  1 -
 assets/js/34f284a7.96b3bf01.js                           |  1 +
 assets/js/3df8af31.959771a9.js                           |  1 +
 assets/js/3df8af31.e6d0197b.js                           |  1 -
 assets/js/3e5cd75b.1fb44ffe.js                           |  1 -
 assets/js/3e5cd75b.73b34a6a.js                           |  1 +
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 assets/js/814f3328.36233fa8.js                           |  1 -
 assets/js/b2f554cd.55dfa384.js                           |  1 +
 assets/js/b2f554cd.6a9dc8d5.js                           |  1 -
 assets/js/main.9661f493.js                               |  2 ++
 ...0bb99.js.LICENSE.txt => main.9661f493.js.LICENSE.txt} |  0
 assets/js/main.f140bb99.js                               |  2 --
 ...runtime~main.06eee15f.js => runtime~main.4ffd87c2.js} |  2 +-
 blog/archive/index.html                                  |  6 +++---
 blog/atom.xml                                            | 16 ++++++++--------
 blog/index.html                                          |  6 +++---
 blog/kafka-meets-wayang-1/index.html                     |  8 ++++----
 .../index.html                                           |  8 ++++----
 blog/rss.xml                                             | 16 ++++++++--------
 .../cross-organization-data-collaboration/index.html     |  6 +++---
 blog/tags/index.html                                     |  6 +++---
 blog/tags/kafka/index.html                               |  6 +++---
 blog/tags/wayang/index.html                              |  6 +++---
 blog/website_update/index.html                           |  6 +++---
 docs/community/committer/index.html                      |  4 ++--
 docs/community/contribute/index.html                     |  4 ++--
 docs/community/mailinglist/index.html                    |  4 ++--
 docs/community/repositories/index.html                   |  4 ++--
 docs/community/team/index.html                           |  4 ++--
 docs/guide/adding-operators/index.html                   |  4 ++--
 docs/guide/api-documentation/index.html                  |  4 ++--
 docs/guide/developing-in-wayang/index.html               |  4 ++--
 docs/guide/examples/index.html                           |  4 ++--
 docs/guide/getting-started/index.html                    |  4 ++--
 docs/guide/installation/index.html                       |  4 ++--
 docs/guide/ml4all/index.html                             |  4 ++--
 docs/guide/optimizer/index.html                          |  4 ++--
 docs/introduction/about/index.html                       |  4 ++--
 docs/introduction/benchmark/index.html                   |  4 ++--
 docs/introduction/features/index.html                    |  4 ++--
 docs/start/download/index.html                           |  4 ++--
 index.html                                               |  4 ++--
 lunr-index-1709719417673.json                            |  1 -
 lunr-index-1709719443013.json                            |  1 +
 lunr-index.json                                          |  2 +-
 search-doc-1709719417673.json                            |  1 -
 search-doc-1709719443013.json                            |  1 +
 search-doc.json                                          |  2 +-
 sitemap.xml                                              |  2 +-
 53 files changed, 97 insertions(+), 97 deletions(-)

diff --git a/404.html b/404.html
index 6138d66a..c6eb3c54 100644
--- a/404.html
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@@ -5,8 +5,8 @@
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       <p> Apache Wayang is an effort undergoing incubation at The Apache 
Software Foundation (ASF), sponsored by the Apache 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 necessarily a reflection of the completeness or stability of the 
code, it does indicate that th [...]
       <p>
         Copyright © 2024 The Apache Software Foundation, Licensed under the 
Apache License, Version 2.0. <br>
diff --git a/blog/atom.xml b/blog/atom.xml
index 79ecf5f2..4c310ade 100644
--- a/blog/atom.xml
+++ b/blog/atom.xml
@@ -9,29 +9,29 @@
     <icon>https://wayang.apache.org/img/wayang-logo.jpg</icon>
     <entry>
         <title type="html"><![CDATA[Apache Kafka meets Apache Wayang - Part 
2]]></title>
-        <id>https://wayang.apache.org/blog/Apache Kafka meets Apache 
Wayang</id>
-        <link href="https://wayang.apache.org/blog/Apache Kafka meets Apache 
Wayang"/>
+        <id>https://wayang.apache.org/blog/kafka-meets-wayang-2</id>
+        <link href="https://wayang.apache.org/blog/kafka-meets-wayang-2"/>
         <updated>2024-03-06T00:00:00.000Z</updated>
         <summary type="html"><![CDATA[In the second part of the article series 
we describe the implementation of the Kafka Source and Kafka Sink component for 
Apache Wayang.]]></summary>
         <content type="html"><![CDATA[<p>In the second part of the article 
series we describe the implementation of the Kafka Source and Kafka Sink 
component for Apache Wayang.
 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#apache-wayangs-read--write-path-for-kafka-topics";
 class="hash-link" aria-label="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics" title="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#apache-wayangs-read--write-path-for-kafka-topics";
 class="hash-link" aria-label="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics" title="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics"></a></h2>
 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
 <p><strong>WayangContext:</strong> This class is essential for initializing 
the Wayang processing environment.
 It allows you to configure the execution environment and register plugins that 
define which platforms Wayang can use for data processing tasks, such as 
<em>Java.basicPlugin()</em> for local Java execution.</p>
 <p><strong>JavaPlanBuilder:</strong> This class is used to build and define 
the data processing pipeline (or plan) in Wayang.
 It provides a fluent API to specify the operations to be performed on the 
data, from reading the input to processing it and writing the output.</p>
-<h3 class="anchor anchorWithStickyNavbar_LWe7" id="read-path">Read Path<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#read-path";
 class="hash-link" aria-label="Direct link to Read Path" title="Direct link to 
Read Path"></a></h3>
+<h3 class="anchor anchorWithStickyNavbar_LWe7" id="read-path">Read Path<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#read-path"; 
class="hash-link" aria-label="Direct link to Read Path" title="Direct link to 
Read Path"></a></h3>
 <p>The read path describes how data is ingested from a source into the Wayang 
processing pipeline:</p>
 <p><em>Reading from Kafka Topic:</em> The method 
<em>readKafkaTopic(topicName)</em> is used to ingest data from a specified 
Kafka topic.
 This is the starting point of the data processing pipeline, where topicName 
represents the name of the Kafka topic from which data is read.</p>
 <p><em>Data Tokenization and Preparation:</em> Once the data is read from 
Kafka, it undergoes several transformations such as Splitting, Filtering, and 
Mapping.
 What follows are the procedures known as Reducing, Grouping, Co-Grouping, and 
Counting.</p>
-<h3 class="anchor anchorWithStickyNavbar_LWe7" id="write-path">Write Path<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#write-path";
 class="hash-link" aria-label="Direct link to Write Path" title="Direct link to 
Write Path"></a></h3>
+<h3 class="anchor anchorWithStickyNavbar_LWe7" id="write-path">Write Path<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#write-path"; 
class="hash-link" aria-label="Direct link to Write Path" title="Direct link to 
Write Path"></a></h3>
 <p><em>Writing to Kafka Topic:</em> The final step in the pipeline involves 
writing the processed data back to a Kafka topic using 
<em>.writeKafkaTopic(...)</em>.
 This method takes parameters that specify the target Kafka topic, a 
serialization function to format the data as strings, and additional 
configuration for load profile estimation, which optimizes the writing 
process.</p>
 <p>This read-write path provides a comprehensive flow of data from ingestion 
from Kafka, through various processing steps, and finally back to Kafka, 
showcasing a full cycle of data processing within Apache Wayang's abstracted 
environment and is implemented in our example program shown in <em>listing 
1</em>.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="implementation-of-input--and-output-operators">Implementation of Input- and 
Output Operators<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#implementation-of-input--and-output-operators";
 class="hash-link" aria-label="Direct link to Implementation of Input- and 
Output Operators" title="Direct link to Implementation of Input- and Output 
Operators"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="implementation-of-input--and-output-operators">Implementation of Input- and 
Output Operators<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#implementation-of-input--and-output-operators";
 class="hash-link" aria-label="Direct link to Implementation of Input- and 
Output Operators" title="Direct link to Implementation of Input- and Output 
Operators"></a></h2>
 <p>The next section shows how a new pair of operators can be implemented to 
extend Apache Wayang’s capabilities on the input and output side.
 We created the Kafka Source and Kafka Sink components so that our cross 
organizational data collaboration scenario can be implemented using data 
streaming infrastructure.</p>
 <p><strong>Level 1 – Wayang execution plan with abstract operators</strong></p>
@@ -64,11 +64,11 @@ All this is done in the project 
<em>wayang-plarforms/wayang-java</em>.</p>
 Both are implemented in Java programming language.
 In this layer, the real Kafka-Client logic is defined.
 Details about consumer and producers, client configuration, and schema 
handling have to be handled here.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#summary";
 class="hash-link" aria-label="Direct link to Summary" title="Direct link to 
Summary"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#summary"; 
class="hash-link" aria-label="Direct link to Summary" title="Direct link to 
Summary"></a></h2>
 <p>Both classes in the third layer implement the Kafka client logic which is 
needed by the Wayang-execution plan when external data flows should be 
established.
 The layer above handles the mapping of the components at startup time.
 All this wiring is needed to keep Wayang open and flexible so that multiple 
external systems can be used in a variety of combinations and using multiple 
target platforms in combinations.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" id="outlook">Outlook<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#outlook";
 class="hash-link" aria-label="Direct link to Outlook" title="Direct link to 
Outlook"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" id="outlook">Outlook<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#outlook"; 
class="hash-link" aria-label="Direct link to Outlook" title="Direct link to 
Outlook"></a></h2>
 <p>The next part of the article series will cover the creation of an Kafka 
Source and Sink component for the Apache Spark platform, which allows our use 
case to scale.
 Finally, in part four we bring all puzzles together, and show the full 
implementation of the multi organizational data collaboration use 
case.</p>]]></content>
         <author>
diff --git a/blog/index.html b/blog/index.html
index d0f15344..30f0430e 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -5,11 +5,11 @@
 <meta name="generator" content="Docusaurus v3.1.1">
 <title data-rh="true">Blog | Apache Wayang (incubating)</title><meta 
data-rh="true" name="viewport" 
content="width=device-width,initial-scale=1"><meta data-rh="true" 
name="twitter:card" content="summary_large_image"><meta data-rh="true" 
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 <body class="navigation-with-keyboard">
-<script>!function(){function 
t(t){document.documentElement.setAttribute("data-theme",t)}var 
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e=function(){try{return new 
URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return
 
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a)if(t.startsWith("docusaurus-data-")){var 
n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
 <h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="#apache-wayangs-read--write-path-for-kafka-topics" class="hash-link" 
aria-label="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics" title="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics"></a></h2>
 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
diff --git a/blog/kafka-meets-wayang-1/index.html 
b/blog/kafka-meets-wayang-1/index.html
index 60b48ec6..526c1d57 100644
--- a/blog/kafka-meets-wayang-1/index.html
+++ b/blog/kafka-meets-wayang-1/index.html
@@ -5,11 +5,11 @@
 <meta name="generator" content="Docusaurus v3.1.1">
 <title data-rh="true">Apache Kafka meets Apache Wayang - Part 1 | Apache 
Wayang (incubating)</title><meta data-rh="true" name="viewport" 
content="width=device-width,initial-scale=1"><meta data-rh="true" 
name="twitter:card" content="summary_large_image"><meta data-rh="true" 
property="og:url" 
content="https://wayang.apache.org/blog/kafka-meets-wayang-1";><meta 
data-rh="true" property="og:locale" content="en"><meta data-rh="true" 
name="docusaurus_locale" content="en"><meta data-rh="true" nam [...]
 <link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" 
title="Apache Wayang (incubating) Atom Feed"><link rel="stylesheet" 
href="/assets/css/styles.ecf70413.css">
-<script src="/assets/js/runtime~main.06eee15f.js" defer="defer"></script>
-<script src="/assets/js/main.f140bb99.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.4ffd87c2.js" defer="defer"></script>
+<script src="/assets/js/main.9661f493.js" defer="defer"></script>
 </head>
 <body class="navigation-with-keyboard">
-<script>!function(){function 
t(t){document.documentElement.setAttribute("data-theme",t)}var 
e=function(){try{return new 
URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return
 
localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const
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a)if(t.startsWith("docusaurus-data-")){var 
n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function 
t(t){document.documentElement.setAttribute("data-theme",t)}var 
e=function(){try{return new 
URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return
 
localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const
 a=new URLSearchParams(window.location.search).entries();for(var[t,e]of 
a)if(t.startsWith("docusaurus-data-")){var 
n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
 <p>This article is the first of a four part series about federated data 
analysis using Apache Wayang.
 The first article starts with an introduction of a typical data colaboration 
scenario which will emerge in our digital future.</p>
 <p>In part two and three we will share a summary of our Apache Kafka client 
implementation for Apache Wayang.
@@ -52,7 +52,7 @@ Since as of today, there is now <em>KafkaSource</em> and 
<em>KafkaSink</em> avai
 Our assumption is, that in the beginning, there won’t be much data.</p>
 <p>Apache Spark is not required to cope with the load, but we expect, that in 
the future, a single Java application would not be able to handle our workload.
 Hence, we want to utilize the Apache Wayang abstraction over multiple 
processing platforms, starting with Java.
-Later, we want to switch to Apache Spark.</p></div><footer class="row 
docusaurus-mt-lg blogPostFooterDetailsFull_mRVl"><div 
class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li 
class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" 
href="/blog/tags/wayang">wayang</a></li><li class="tag_QGVx"><a class="tag_zVej 
tagRegular_sFm0" href="/blog/tags/kafka">kafka</a></li><li class="tag_QGVx"><a 
class="tag_zVej tagRegular_sFm0" href="/blog/tags/cross-organization-data-co 
[...]
+Later, we want to switch to Apache Spark.</p></div><footer class="row 
docusaurus-mt-lg blogPostFooterDetailsFull_mRVl"><div 
class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li 
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href="/blog/tags/wayang">wayang</a></li><li class="tag_QGVx"><a class="tag_zVej 
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class="tag_zVej tagRegular_sFm0" href="/blog/tags/cross-organization-data-co 
[...]
       <p> Apache Wayang is an effort undergoing incubation at The Apache 
Software Foundation (ASF), sponsored by the Apache 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 necessarily a reflection of the completeness or stability of the 
code, it does indicate that th [...]
       <p>
         Copyright © 2024 The Apache Software Foundation, Licensed under the 
Apache License, Version 2.0. <br>
diff --git a/blog/Apache Kafka meets Apache Wayang/index.html 
b/blog/kafka-meets-wayang-2/index.html
similarity index 85%
rename from blog/Apache Kafka meets Apache Wayang/index.html
rename to blog/kafka-meets-wayang-2/index.html
index 0e516041..32a12cf7 100644
--- a/blog/Apache Kafka meets Apache Wayang/index.html  
+++ b/blog/kafka-meets-wayang-2/index.html
@@ -3,13 +3,13 @@
 <head>
 <meta charset="UTF-8">
 <meta name="generator" content="Docusaurus v3.1.1">
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Apache Wayang"><meta data-rh="true" property="og:locale" content="en"><meta 
data-rh="true" name="docusaurus_locale" content="en"><meta data-r [...]
+<title data-rh="true">Apache Kafka meets Apache Wayang - Part 2 | Apache 
Wayang (incubating)</title><meta data-rh="true" name="viewport" 
content="width=device-width,initial-scale=1"><meta data-rh="true" 
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name="docusaurus_locale" content="en"><meta data-rh="true" nam [...]
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href="/assets/css/styles.ecf70413.css">
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 <body class="navigation-with-keyboard">
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n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function 
t(t){document.documentElement.setAttribute("data-theme",t)}var 
e=function(){try{return new 
URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return
 
localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const
 a=new URLSearchParams(window.location.search).entries();for(var[t,e]of 
a)if(t.startsWith("docusaurus-data-")){var 
n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
 <h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="#apache-wayangs-read--write-path-for-kafka-topics" class="hash-link" 
aria-label="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics" title="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics"></a></h2>
 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
diff --git a/blog/rss.xml b/blog/rss.xml
index 36213d9c..a922a105 100644
--- a/blog/rss.xml
+++ b/blog/rss.xml
@@ -10,29 +10,29 @@
         <language>en</language>
         <item>
             <title><![CDATA[Apache Kafka meets Apache Wayang - Part 
2]]></title>
-            <link>https://wayang.apache.org/blog/Apache Kafka meets Apache 
Wayang</link>
-            <guid>https://wayang.apache.org/blog/Apache Kafka meets Apache 
Wayang</guid>
+            <link>https://wayang.apache.org/blog/kafka-meets-wayang-2</link>
+            <guid>https://wayang.apache.org/blog/kafka-meets-wayang-2</guid>
             <pubDate>Wed, 06 Mar 2024 00:00:00 GMT</pubDate>
             <description><![CDATA[In the second part of the article series we 
describe the implementation of the Kafka Source and Kafka Sink component for 
Apache Wayang.]]></description>
             <content:encoded><![CDATA[<p>In the second part of the article 
series we describe the implementation of the Kafka Source and Kafka Sink 
component for Apache Wayang.
 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#apache-wayangs-read--write-path-for-kafka-topics";
 class="hash-link" aria-label="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics" title="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#apache-wayangs-read--write-path-for-kafka-topics";
 class="hash-link" aria-label="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics" title="Direct link to Apache Wayang’s Read &amp; Write 
Path for Kafka topics"></a></h2>
 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
 <p><strong>WayangContext:</strong> This class is essential for initializing 
the Wayang processing environment.
 It allows you to configure the execution environment and register plugins that 
define which platforms Wayang can use for data processing tasks, such as 
<em>Java.basicPlugin()</em> for local Java execution.</p>
 <p><strong>JavaPlanBuilder:</strong> This class is used to build and define 
the data processing pipeline (or plan) in Wayang.
 It provides a fluent API to specify the operations to be performed on the 
data, from reading the input to processing it and writing the output.</p>
-<h3 class="anchor anchorWithStickyNavbar_LWe7" id="read-path">Read Path<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#read-path";
 class="hash-link" aria-label="Direct link to Read Path" title="Direct link to 
Read Path"></a></h3>
+<h3 class="anchor anchorWithStickyNavbar_LWe7" id="read-path">Read Path<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#read-path"; 
class="hash-link" aria-label="Direct link to Read Path" title="Direct link to 
Read Path"></a></h3>
 <p>The read path describes how data is ingested from a source into the Wayang 
processing pipeline:</p>
 <p><em>Reading from Kafka Topic:</em> The method 
<em>readKafkaTopic(topicName)</em> is used to ingest data from a specified 
Kafka topic.
 This is the starting point of the data processing pipeline, where topicName 
represents the name of the Kafka topic from which data is read.</p>
 <p><em>Data Tokenization and Preparation:</em> Once the data is read from 
Kafka, it undergoes several transformations such as Splitting, Filtering, and 
Mapping.
 What follows are the procedures known as Reducing, Grouping, Co-Grouping, and 
Counting.</p>
-<h3 class="anchor anchorWithStickyNavbar_LWe7" id="write-path">Write Path<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#write-path";
 class="hash-link" aria-label="Direct link to Write Path" title="Direct link to 
Write Path"></a></h3>
+<h3 class="anchor anchorWithStickyNavbar_LWe7" id="write-path">Write Path<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#write-path"; 
class="hash-link" aria-label="Direct link to Write Path" title="Direct link to 
Write Path"></a></h3>
 <p><em>Writing to Kafka Topic:</em> The final step in the pipeline involves 
writing the processed data back to a Kafka topic using 
<em>.writeKafkaTopic(...)</em>.
 This method takes parameters that specify the target Kafka topic, a 
serialization function to format the data as strings, and additional 
configuration for load profile estimation, which optimizes the writing 
process.</p>
 <p>This read-write path provides a comprehensive flow of data from ingestion 
from Kafka, through various processing steps, and finally back to Kafka, 
showcasing a full cycle of data processing within Apache Wayang's abstracted 
environment and is implemented in our example program shown in <em>listing 
1</em>.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="implementation-of-input--and-output-operators">Implementation of Input- and 
Output Operators<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#implementation-of-input--and-output-operators";
 class="hash-link" aria-label="Direct link to Implementation of Input- and 
Output Operators" title="Direct link to Implementation of Input- and Output 
Operators"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="implementation-of-input--and-output-operators">Implementation of Input- and 
Output Operators<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#implementation-of-input--and-output-operators";
 class="hash-link" aria-label="Direct link to Implementation of Input- and 
Output Operators" title="Direct link to Implementation of Input- and Output 
Operators"></a></h2>
 <p>The next section shows how a new pair of operators can be implemented to 
extend Apache Wayang’s capabilities on the input and output side.
 We created the Kafka Source and Kafka Sink components so that our cross 
organizational data collaboration scenario can be implemented using data 
streaming infrastructure.</p>
 <p><strong>Level 1 – Wayang execution plan with abstract operators</strong></p>
@@ -65,11 +65,11 @@ All this is done in the project 
<em>wayang-plarforms/wayang-java</em>.</p>
 Both are implemented in Java programming language.
 In this layer, the real Kafka-Client logic is defined.
 Details about consumer and producers, client configuration, and schema 
handling have to be handled here.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#summary";
 class="hash-link" aria-label="Direct link to Summary" title="Direct link to 
Summary"></a></h2>
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href="https://wayang.apache.org/blog/kafka-meets-wayang-2#summary"; 
class="hash-link" aria-label="Direct link to Summary" title="Direct link to 
Summary"></a></h2>
 <p>Both classes in the third layer implement the Kafka client logic which is 
needed by the Wayang-execution plan when external data flows should be 
established.
 The layer above handles the mapping of the components at startup time.
 All this wiring is needed to keep Wayang open and flexible so that multiple 
external systems can be used in a variety of combinations and using multiple 
target platforms in combinations.</p>
-<h2 class="anchor anchorWithStickyNavbar_LWe7" id="outlook">Outlook<a 
href="https://wayang.apache.org/blog/Apache%20Kafka%20meets%20Apache%20Wayang#outlook";
 class="hash-link" aria-label="Direct link to Outlook" title="Direct link to 
Outlook"></a></h2>
+<h2 class="anchor anchorWithStickyNavbar_LWe7" id="outlook">Outlook<a 
href="https://wayang.apache.org/blog/kafka-meets-wayang-2#outlook"; 
class="hash-link" aria-label="Direct link to Outlook" title="Direct link to 
Outlook"></a></h2>
 <p>The next part of the article series will cover the creation of an Kafka 
Source and Sink component for the Apache Spark platform, which allows our use 
case to scale.
 Finally, in part four we bring all puzzles together, and show the full 
implementation of the multi organizational data collaboration use 
case.</p>]]></content:encoded>
             <category>wayang</category>
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b/blog/tags/cross-organization-data-collaboration/index.html
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 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
 <h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
&amp; Write Path for Kafka topics<a 
href="#apache-wayangs-read--write-path-for-kafka-topics" class="hash-link" 
aria-label="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics" title="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics"></a></h2>
 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
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       <p> Apache Wayang is an effort undergoing incubation at The Apache 
Software Foundation (ASF), sponsored by the Apache 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 necessarily a reflection of the completeness or stability of the 
code, it does indicate that th [...]
       <p>
         Copyright © 2024 The Apache Software Foundation, Licensed under the 
Apache License, Version 2.0. <br>
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 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
 <h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
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aria-label="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics" title="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
topics"></a></h2>
 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
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 We look into the “Read- and Write-Path” for our data items, called 
<em>DataQuanta</em>.</p>
 <h2 class="anchor anchorWithStickyNavbar_LWe7" 
id="apache-wayangs-read--write-path-for-kafka-topics">Apache Wayang’s Read 
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aria-label="Direct link to Apache Wayang’s Read &amp; Write Path for Kafka 
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 <p>To describe the read and write paths for data in the context of the created 
Apache Wayang code snippet, the primary classes and interfaces we need to 
understand are as follows:</p>
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