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commit 11ea68b7edf5da36a06ae4d34cbc1f55f9f40889
Author: GitHub Actions Bot <>
AuthorDate: Fri Feb 16 00:13:58 2024 +0000
Automatic Site Publish by Buildbot
---
.../users/classification/bayesian-commandline.html | 114 +++++++++------------
feed.xml | 100 +++++++++++++-----
index.html | 36 +++----
news-and-events/news.html | 12 +--
4 files changed, 149 insertions(+), 113 deletions(-)
diff --git a/news-and-events/news.html
b/documentation/users/classification/bayesian-commandline.html
similarity index 75%
copy from news-and-events/news.html
copy to documentation/users/classification/bayesian-commandline.html
index 781fa4fc8..2818dbe59 100644
--- a/news-and-events/news.html
+++ b/documentation/users/classification/bayesian-commandline.html
@@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>
- News
+ bayesian-commandline
</title>
@@ -22,7 +22,7 @@
<link href="https://fonts.googleapis.com/css?family=Maven+Pro:400,500";
rel="stylesheet">
<link href="https://fonts.googleapis.com/css?family=Muli:400,400i,700,700i";
rel="stylesheet">
- <link rel="canonical"
href="http://mahout.apache.org//news-and-events/news.html";>
+ <link rel="canonical"
href="http://mahout.apache.org//documentation/users/classification/bayesian-commandline.html";>
<link rel="alternate" type="application/rss+xml" title="Apache Mahout"
href="/feed.xml">
@@ -173,90 +173,72 @@
</nav>
- <div class="container mt-5 pb-4">
+ <h1 id="naive-bayes-commandline-documentation">Naive Bayes commandline
documentation</h1>
- <div class="row">
+<p><a name="bayesian-commandline-Introduction"></a></p>
+<h2 id="introduction">Introduction</h2>
- <div class="col-lg-8">
- <h1 id="news">News</h1>
+<p>This quick start page describes how to run the naive bayesian and
+complementary naive bayesian classification algorithms on a Hadoop cluster.</p>
-<p>Welcome to the News page! Stay up-to-date with the latest announcements,
releases, events, and community highlights from
-the Apache Mahout project. Keep an eye on this page for regular updates and
make sure you don’t miss any important news
-related to the project.</p>
+<p><a name="bayesian-commandline-Steps"></a></p>
+<h2 id="steps">Steps</h2>
+
+<p><a
name="bayesian-commandline-Testingitononesinglemachinew/ocluster"></a></p>
+<h3 id="testing-it-on-one-single-machine-wo-cluster">Testing it on one single
machine w/o cluster</h3>
+
+<p>In the examples directory type:</p>
+
+<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre
class="highlight"><code>mvn -q exec:java
+
-Dexec.mainClass="org.apache.mahout.classifier.bayes.mapreduce.bayes.<JOB>"
+ -Dexec.args="<OPTIONS>"
+
+mvn -q exec:java
+
-Dexec.mainClass="org.apache.mahout.classifier.bayes.mapreduce.cbayes.<JOB>"
+ -Dexec.args="<OPTIONS>"
+</code></pre></div></div>
+
+<p><a name="bayesian-commandline-Runningitonthecluster"></a></p>
+<h3 id="running-it-on-the-cluster">Running it on the cluster</h3>
<ul>
<li>
- <p><a href="/minutes/2023/11/29/Meeting-Minutes.html">Meeting Minutes</a>
- November 29, 2023</p>
- </li>
- <li>
- <p><a href="/minutes/2023/10/25/Meeting-Minutes.html">Meeting Minutes</a>
- October 25, 2023</p>
- </li>
- <li>
- <p><a href="/minutes/2023/09/27/Meeting-Minutes.html">Meeting Minutes</a>
- September 27, 2023</p>
- </li>
- <li>
- <p><a href="/minutes/2023/08/30/Meeting-Minutes.html">Meeting Minutes</a>
- August 30, 2023</p>
- </li>
- <li>
- <p><a href="/minutes/2023/07/26/Meeting-Minutes.html">Meeting Minutes</a>
- July 26, 2023</p>
- </li>
- <li>
- <p><a href="/minutes/2023/03/29/Meeting-Minutes.html">Meeting Minutes</a>
- March 29, 2023</p>
+ <p>In $MAHOUT_HOME/, build the jar containing the job (mvn install) The job
+will be generated in $MAHOUT_HOME/core/target/ and it’s name will contain
+the Mahout version number. For example, when using Mahout 0.1 release, the
+job will be mahout-core-0.1.jar</p>
</li>
<li>
- <p><a href="/minutes/2023/02/22/Meeting-Minutes.html">Meeting Minutes</a>
- February 22, 2023</p>
+ <p>(Optional) 1 Start up Hadoop: $HADOOP_HOME/bin/start-all.sh</p>
</li>
<li>
- <p><a href="/tutorial/2021/06/01/Zeppelin-Quickstart.html">Zeppelin
Quickstart</a> - June 01, 2021</p>
+ <p>Put the data: $HADOOP_HOME/bin/hadoop fs -put <PATH TO="" DATA="">
testdata</PATH></p>
</li>
<li>
- <p><a href="/minutes/2021/02/02/weekly-meeting-minutes.html">Weekly
Meeting Minutes 2021-02-02</a> - February 02, 2021</p>
+ <p>Run the Job: $HADOOP_HOME/bin/hadoop jar</p>
+
+ <p>$MAHOUT_HOME/core/target/mahout-core-<MAHOUT VERSION="">.job
+ org.apache.mahout.classifier.bayes.mapreduce.bayes.BayesDriver
<OPTIONS></OPTIONS></MAHOUT></p>
</li>
<li>
- <p><a href="/minutes/2021/01/05/weekly-meeting-minutes.html">Weekly
Meeting Minutes 2021-01-05</a> - January 05, 2021</p>
+ <p>Get the data out of HDFS and have a look. Use bin/hadoop fs -lsr output
+to view all outputs.</p>
</li>
</ul>
+<p><a name="bayesian-commandline-Commandlineoptions"></a></p>
+<h2 id="command-line-options">Command line options</h2>
- </div>
-
- <div class="col-lg-4">
- <!-- Apache Software Foundation Links -->
-<div class="card mb-4 sidebar">
- <div class="card-header">
- Apache Software Foundation
- </div>
- <div class="card-body">
- <ul class="list-unstyled mb-0">
- <li>
- <a
href="https://www.apache.org/foundation/how-it-works.html";>Apache Software
Foundation</a>
- </li>
- <li>
- <a href="http://www.apache.org/licenses/";>Apache License</a>
- </li>
- <li>
- <a
href="http://www.apache.org/foundation/sponsorship.html";>Sponsorship</a>
- </li>
- <li>
- <a
href="http://www.apache.org/foundation/thanks.html";>Thanks</a>
- </li>
- </ul>
- </div>
-</div>
-
-<!-- Twitter Posts Widget -->
-<div class="card">
- <div class="card-body">
- <a class="twitter-timeline" data-height="500"
href="https://twitter.com/ApacheMahout";>Tweets by ApacheMahout</a>
- <script async src="//platform.twitter.com/widgets.js"
charset="utf-8"></script>
- </div>
-</div>
-
- </div>
+<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre
class="highlight"><code>BayesDriver, BayesThetaNormalizerDriver,
CBayesNormalizedWeightDriver, CBayesDriver, CBayesThetaDriver,
CBayesThetaNormalizerDriver, BayesWeightSummerDriver, BayesFeatureDriver,
BayesTfIdfDriver Usage:
+ [--input <input> --output <output> --help]
+
+Options
- </div>
+ --input (-i) input The Path for input Vectors. Must be a SequenceFile of
Writable, Vector.
+ --output (-o) output The directory pathname for output points.
+ --help (-h) Print out help.
+</code></pre></div></div>
-</div>
<footer class="footer bg-light">
diff --git a/feed.xml b/feed.xml
index dd2d5e37c..ad81999c9 100644
--- a/feed.xml
+++ b/feed.xml
@@ -1,4 +1,79 @@
-<?xml version="1.0" encoding="utf-8"?><feed
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/";
version="4.3.2">Jekyll</generator><link
href="http://mahout.apache.org//feed.xml"; rel="self"
type="application/atom+xml" /><link href="http://mahout.apache.org//";
rel="alternate" type="text/html"
/><updated>2024-02-16T00:09:03+00:00</updated><id>http://mahout.apache.org//feed.xml</id><title
type="html">Apache Mahout</title><subtitle>Distributed Linear
Algebra</subtitle> [...]
+<?xml version="1.0" encoding="utf-8"?><feed
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/";
version="4.3.2">Jekyll</generator><link
href="http://mahout.apache.org//feed.xml"; rel="self"
type="application/atom+xml" /><link href="http://mahout.apache.org//";
rel="alternate" type="text/html"
/><updated>2024-02-16T00:13:48+00:00</updated><id>http://mahout.apache.org//feed.xml</id><title
type="html">Apache Mahout</title><subtitle>Distributed Linear
Algebra</subtitle> [...]
+
+<h3 id="attendees">Attendees</h3>
+<ul>
+ <li>Andrew Musselman</li>
+ <li>Trevor Grant</li>
+ <li>Tommy Naugle</li>
+</ul>
+
+<h3 id="old-business">Old Business</h3>
+<ol>
+ <li>Ask INFRA again about boards (done)</li>
+ <li>Create new board or adapt one for current work</li>
+ <li>Start meeting agenda and minutes doc and share (done)</li>
+ <li>Share agenda for next week by Monday (done)</li>
+</ol>
+
+<h3 id="new-business">New Business</h3>
+<ol>
+ <li>Rebuild JIRA - now that we have wiped it clean, on the qumat side
anyway, let’s start grooming tasks into the appropriate components/releases/etc
(todo)
+ <ul>
+ <li>Including adding filters to all boards so only those tickets show up
(todo)</li>
+ </ul>
+ </li>
+ <li>A more formal mechanism for proposing / posting agendas (done: Agreed we
will chime in on the-asf#mahout channel when agenda is posted)</li>
+ <li>Create new board or adapt one for current work (done)</li>
+ <li>Coordinate on JIRA
+ <ul>
+ <li>Web site cleanup (akm and tommy to work off tommy’s spreadsheet)</li>
+ <li>Python packaging (jowanza tagged on
https://issues.apache.org/jira/browse/MAHOUT-2174)</li>
+ <li>Continued qumat data structure work (tommy in flight, akm to
review)</li>
+ </ul>
+ </li>
+</ol>
+
+<h3 id="other-business">Other Business</h3>
+<ul>
+ <li>JIRA hygiene with Shashanka in monthly Classic meeting</li>
+</ul>]]></content><author><name>The Apache Software
Foundation</name><email>[email protected]</email></author><category
term="minutes" /><summary type="html"><![CDATA[Weekly community
meeting]]></summary></entry><entry><title type="html">Meeting
Minutes</title><link
href="http://mahout.apache.org//minutes/2024/01/31/Meeting-Minutes.html";
rel="alternate" type="text/html" title="Meeting Minutes"
/><published>2024-01-31T08:00:00+00:00</published><updated>2024-01-31T08:00:00+00:00</updat
[...]
+
+<h3 id="attendees">Attendees</h3>
+<ul>
+ <li>Andrew Musselman</li>
+ <li>Trevor Grant</li>
+</ul>
+
+<h3 id="jira-focus">JIRA focus</h3>
+<ol>
+ <li>TBD clear out old “boards;” question into INFRA for help</li>
+ <li>Cleared out old versions</li>
+ <li>Cleared out old components</li>
+ <li>Assigned all potentially relevant Classic tickets to Shashanka
Srinivasa</li>
+ <li>Resolved stale tickets</li>
+ <li>Created new versions <code class="language-plaintext
highlighter-rouge">classic-15.0</code> and <code class="language-plaintext
highlighter-rouge">qumat-0.1.0</code></li>
+ <li>Created new components <code class="language-plaintext
highlighter-rouge">website</code>, <code class="language-plaintext
highlighter-rouge">classic</code>, <code class="language-plaintext
highlighter-rouge">build-classic</code>, <code class="language-plaintext
highlighter-rouge">qumat</code>, and <code class="language-plaintext
highlighter-rouge">build-qumat</code></li>
+</ol>
+
+<h3 id="release-plans">Release plans</h3>
+<ul>
+ <li>Not discussed but qumat is pushed to <code class="language-plaintext
highlighter-rouge">main</code> and nightlies are building the website from that
branch</li>
+</ul>
+
+<h3 id="active-ideas">Active Ideas</h3>
+<ul>
+ <li>Quantum computing</li>
+ <li>Python bindings for DSL</li>
+</ul>
+
+<h3 id="summary-and-next-steps">Summary and next steps</h3>
+<ul>
+ <li>Completed work on beta of <code class="language-plaintext
highlighter-rouge">qumat</code> <a
href="https://issues.apache.org/jira/browse/MAHOUT-2166";>Proof of concept of
quantum front-end</a></li>
+ <li>Completed JIRA ranching</li>
+ <li>TODO in Q12024: Submit proposal to NSF <a
href="https://new.nsf.gov/funding/opportunities/pathways-enable-open-source-ecosystems-pose";>Pathways
to Enable Open-Source Ecosystems (POSE)</a></li>
+ <li>Reach out to formerly active project members</li>
+ <li>Reach out to quantum compute people</li>
+</ul>]]></content><author><name>The Apache Software
Foundation</name><email>[email protected]</email></author><category
term="minutes" /><summary type="html"><![CDATA[Monthly community
meeting]]></summary></entry><entry><title type="html">Meeting
Minutes</title><link
href="http://mahout.apache.org//minutes/2023/11/29/Meeting-Minutes.html";
rel="alternate" type="text/html" title="Meeting Minutes"
/><published>2023-11-29T08:00:00+00:00</published><updated>2023-11-29T08:00:00+00:00</upda
[...]
<h3 id="attendees">Attendees</h3>
<ul>
@@ -445,25 +520,4 @@ tasks.</p>
<p>Thanks, and good Mahout-ing!</p>
-<p>~ The Apache Mahout Team</p>]]></content><author><name>The Apache Software
Foundation</name><email>[email protected]</email></author><category
term="tutorial" /><summary type="html"><![CDATA[Apache Zeppelin
Quickstart]]></summary></entry><entry><title type="html">Weekly Meeting Minutes
2021-02-02</title><link
href="http://mahout.apache.org//minutes/2021/02/02/weekly-meeting-minutes.html";
rel="alternate" type="text/html" title="Weekly Meeting Minutes 2021-02-02"
/><published>2021-0 [...]
-
-<ul>
- <li>Website build working again</li>
- <li>josehernandezsc added Ridge Regression to <code
class="language-plaintext highlighter-rouge">algorithms/</code> framework.</li>
- <li>Trevor shared incore PyMahout git repo on mailing list- needs to POC for
distributed.</li>
-</ul>
-
-<h3 id="projects-going-forward">Projects going forward</h3>
-
-<ul>
- <li>Still need to do 5 related issues identified <a
href="http://mahout.apache.org/minutes/2020/11/13/weekly-meeting-minutes.html";>November
13th</a></li>
- <li>Trevor to POC distribute Mahout in Python</li>
-</ul>]]></content><author><name>The Apache Software
Foundation</name><email>[email protected]</email></author><category
term="minutes" /><summary type="html"><![CDATA[Recap Since Last
Time]]></summary></entry><entry><title type="html">Weekly Meeting Minutes
2021-01-05</title><link
href="http://mahout.apache.org//minutes/2021/01/05/weekly-meeting-minutes.html";
rel="alternate" type="text/html" title="Weekly Meeting Minutes 2021-01-05"
/><published>2021-01-05T22:00:01+00:00</published>< [...]
-
-<p>Springer Publishing has shown interest in a second edition of the
Encyclopedia of Big Data, and Musselman plans to update
-the chapter on Mahout.</p>
-
-<p>Trevor needs to make a git repo to share with his experiments of
Python+Mahout.</p>
-
-<p>Reminder- community calls are open to all. We’ll try to get a good link and
post it to one of the minutes. In the mean
-time join [email protected] for the weekly
link.</p>]]></content><author><name>The Apache Software
Foundation</name><email>[email protected]</email></author><category
term="minutes" /><summary type="html"><![CDATA[Andrew showed Trevor how to file
his first board report.]]></summary></entry></feed>
\ No newline at end of file
+<p>~ The Apache Mahout Team</p>]]></content><author><name>The Apache Software
Foundation</name><email>[email protected]</email></author><category
term="tutorial" /><summary type="html"><![CDATA[Apache Zeppelin
Quickstart]]></summary></entry></feed>
\ No newline at end of file
diff --git a/index.html b/index.html
index 449d17931..56570ddae 100644
--- a/index.html
+++ b/index.html
@@ -227,12 +227,12 @@
</ul>
- <div class="float-md-right small text-muted">November 29, 2023</div>
+ <div class="float-md-right small text-muted">February 14, 2024</div>
</div>
- <h3 class="card-title"><a
href="/minutes/2023/11/29/Meeting-Minutes.html">Meeting Minutes</a></h3>
- <p>Monthly community meeting
+ <h3 class="card-title"><a
href="/minutes/2024/02/14/Meeting-Minutes.html">Meeting Minutes</a></h3>
+ <p>Weekly community meeting
</p>
- <a href="/minutes/2023/11/29/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
+ <a href="/minutes/2024/02/14/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
</div>
</div>
</div>
@@ -257,12 +257,12 @@
</ul>
- <div class="float-md-right small text-muted">October 25, 2023</div>
+ <div class="float-md-right small text-muted">January 31, 2024</div>
</div>
- <h3 class="card-title"><a
href="/minutes/2023/10/25/Meeting-Minutes.html">Meeting Minutes</a></h3>
+ <h3 class="card-title"><a
href="/minutes/2024/01/31/Meeting-Minutes.html">Meeting Minutes</a></h3>
<p>Monthly community meeting
</p>
- <a href="/minutes/2023/10/25/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
+ <a href="/minutes/2024/01/31/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
</div>
</div>
</div>
@@ -287,12 +287,12 @@
</ul>
- <div class="float-md-right small text-muted">September 27, 2023</div>
+ <div class="float-md-right small text-muted">November 29, 2023</div>
</div>
- <h3 class="card-title"><a
href="/minutes/2023/09/27/Meeting-Minutes.html">Meeting Minutes</a></h3>
- <p>Monthly community call
+ <h3 class="card-title"><a
href="/minutes/2023/11/29/Meeting-Minutes.html">Meeting Minutes</a></h3>
+ <p>Monthly community meeting
</p>
- <a href="/minutes/2023/09/27/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
+ <a href="/minutes/2023/11/29/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
</div>
</div>
</div>
@@ -317,12 +317,12 @@
</ul>
- <div class="float-md-right small text-muted">August 30, 2023</div>
+ <div class="float-md-right small text-muted">October 25, 2023</div>
</div>
- <h3 class="card-title"><a
href="/minutes/2023/08/30/Meeting-Minutes.html">Meeting Minutes</a></h3>
- <p>Monthly community call
+ <h3 class="card-title"><a
href="/minutes/2023/10/25/Meeting-Minutes.html">Meeting Minutes</a></h3>
+ <p>Monthly community meeting
</p>
- <a href="/minutes/2023/08/30/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
+ <a href="/minutes/2023/10/25/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
</div>
</div>
</div>
@@ -347,12 +347,12 @@
</ul>
- <div class="float-md-right small text-muted">July 26, 2023</div>
+ <div class="float-md-right small text-muted">September 27, 2023</div>
</div>
- <h3 class="card-title"><a
href="/minutes/2023/07/26/Meeting-Minutes.html">Meeting Minutes</a></h3>
+ <h3 class="card-title"><a
href="/minutes/2023/09/27/Meeting-Minutes.html">Meeting Minutes</a></h3>
<p>Monthly community call
</p>
- <a href="/minutes/2023/07/26/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
+ <a href="/minutes/2023/09/27/Meeting-Minutes.html" class="btn
btn-primary btn-sm">Read Post →</a>
</div>
</div>
</div>
diff --git a/news-and-events/news.html b/news-and-events/news.html
index 781fa4fc8..299b56ec5 100644
--- a/news-and-events/news.html
+++ b/news-and-events/news.html
@@ -185,6 +185,12 @@ the Apache Mahout project. Keep an eye on this page for
regular updates and make
related to the project.</p>
<ul>
+ <li>
+ <p><a href="/minutes/2024/02/14/Meeting-Minutes.html">Meeting Minutes</a>
- February 14, 2024</p>
+ </li>
+ <li>
+ <p><a href="/minutes/2024/01/31/Meeting-Minutes.html">Meeting Minutes</a>
- January 31, 2024</p>
+ </li>
<li>
<p><a href="/minutes/2023/11/29/Meeting-Minutes.html">Meeting Minutes</a>
- November 29, 2023</p>
</li>
@@ -209,12 +215,6 @@ related to the project.</p>
<li>
<p><a href="/tutorial/2021/06/01/Zeppelin-Quickstart.html">Zeppelin
Quickstart</a> - June 01, 2021</p>
</li>
- <li>
- <p><a href="/minutes/2021/02/02/weekly-meeting-minutes.html">Weekly
Meeting Minutes 2021-02-02</a> - February 02, 2021</p>
- </li>
- <li>
- <p><a href="/minutes/2021/01/05/weekly-meeting-minutes.html">Weekly
Meeting Minutes 2021-01-05</a> - January 05, 2021</p>
- </li>
</ul>
