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The following commit(s) were added to refs/heads/main by this push:
     new 409a9105e Add deprecation banners to MapReduce and Samsara 
documentation pages (Updated Version). (#533)
409a9105e is described below

commit 409a9105e50bd75acdb3d29b24a6e7801de5e2b4
Author: shajiyakhan1309 <[email protected]>
AuthorDate: Mon Apr 14 22:39:51 2025 +0530

    Add deprecation banners to MapReduce and Samsara documentation pages 
(Updated Version). (#533)
    
    * Added Deprecated message
    
    * Added Deprecated message
    
    * Added Deprecated message
    
    * Added Deprecated message
    
    * Added Deprecated message
    
    * Added Deprecated message
    
    * Added Deprecation message
    
    * -Updated MapReduce and Samsara pages to use layout: deprecated-docs
    - Verified that only legacy pages are affected
    - Layout includes deprecation banner at the top as requested
---
 website/_layouts/default.html                           |  2 +-
 website/_layouts/deprecated-docs.html                   | 17 +++++++++++++++++
 .../map-reduce/classification/bankmarketing-example.md  |  4 +++-
 .../map-reduce/classification/breiman-example.md        |  4 +++-
 .../map-reduce/classification/twenty-newsgroups.md      |  2 +-
 .../classification/wikipedia-classifier-example.md      |  3 ++-
 .../tutorials/map-reduce/clustering/20newsgroups.md     |  4 +++-
 .../map-reduce/clustering/canopy-commandline.md         |  3 ++-
 .../clustering/clustering-of-synthetic-control-data.md  |  3 ++-
 .../clustering/clustering-seinfeld-episodes.md          |  4 +++-
 .../map-reduce/clustering/clusteringyourdata.md         |  3 ++-
 .../map-reduce/clustering/fuzzy-k-means-commandline.md  |  4 +++-
 .../map-reduce/clustering/k-means-commandline.md        |  4 +++-
 .../tutorials/map-reduce/clustering/lda-commandline.md  |  3 ++-
 .../tutorials/map-reduce/clustering/viewing-result.md   |  4 +++-
 .../tutorials/map-reduce/clustering/viewing-results.md  |  4 +++-
 .../clustering/visualizing-sample-clusters.md           |  4 +++-
 website/documentation/tutorials/map-reduce/index.md     |  4 +++-
 .../tutorials/map-reduce/misc/mr---map-reduce.md        |  4 +++-
 .../map-reduce/misc/parallel-frequent-pattern-mining.md |  3 ++-
 .../tutorials/map-reduce/misc/perceptron-and-winnow.md  |  4 +++-
 .../documentation/tutorials/map-reduce/misc/testing.md  |  3 ++-
 .../misc/using-mahout-with-python-via-jpype.md          |  3 ++-
 .../map-reduce/recommender/intro-als-hadoop.md          |  3 ++-
 .../map-reduce/recommender/intro-cooccurrence-spark.md  |  4 +++-
 .../map-reduce/recommender/intro-itembased-hadoop.md    |  5 ++++-
 .../map-reduce/recommender/matrix-factorization.md      |  4 +++-
 .../tutorials/map-reduce/recommender/quickstart.md      |  3 ++-
 .../map-reduce/recommender/recommender-documentation.md |  4 +++-
 .../recommender/recommender-first-timer-faq.md          |  3 ++-
 .../map-reduce/recommender/userbased-5-minutes.md       |  4 +++-
 .../tutorials/samsara/classify-a-doc-from-the-shell.md  |  4 +++-
 .../documentation/tutorials/samsara/play-with-shell.md  |  3 ++-
 .../samsara/playing-with-samsara-flink-batch.md         |  3 ++-
 .../tutorials/samsara/spark-naive-bayes.md              |  3 ++-
 35 files changed, 102 insertions(+), 34 deletions(-)

diff --git a/website/_layouts/default.html b/website/_layouts/default.html
index eaa9b7d0e..a62cf2dd2 100644
--- a/website/_layouts/default.html
+++ b/website/_layouts/default.html
@@ -6,7 +6,7 @@
 <body>
 
   {% include navbar.html %}
-
+  
   {{ content }}
 
   {% include footer.html %}
diff --git a/website/_layouts/deprecated-docs.html 
b/website/_layouts/deprecated-docs.html
new file mode 100644
index 000000000..e66845d07
--- /dev/null
+++ b/website/_layouts/deprecated-docs.html
@@ -0,0 +1,17 @@
+---
+layout: doc-default
+---
+<div style="background-color: #fff3cd; color: #856404; border: 1px solid 
#ffeeba; padding: 15px; border-radius: 5px; margin-bottom: 20px;"> <strong>⚠️ 
Deprecation Notice:</strong> This component (<em>Mahout/Samsara</em>) is no 
longer actively maintained. It remains accessible for historical reference but 
is not recommended for new development. Please check out <a 
href="https://mahout.apache.org/quantum-computing-primer/"; style="color: 
#0c5460; text-decoration: underline;">Qumat - Mahout' [...]
+<div class="container mt-5 pb-4">
+
+  <div class="row">
+
+    <div class="col-lg-8">
+
+      {{ content }}
+    </div>
+
+
+  </div>
+
+</div>
diff --git 
a/website/documentation/tutorials/map-reduce/classification/bankmarketing-example.md
 
b/website/documentation/tutorials/map-reduce/classification/bankmarketing-example.md
index 216865f5e..a0e37c56c 100644
--- 
a/website/documentation/tutorials/map-reduce/classification/bankmarketing-example.md
+++ 
b/website/documentation/tutorials/map-reduce/classification/bankmarketing-example.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated) 
 ---
 
+
+
 Notice:    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
diff --git 
a/website/documentation/tutorials/map-reduce/classification/breiman-example.md 
b/website/documentation/tutorials/map-reduce/classification/breiman-example.md
index a4154e872..d6122c0c8 100644
--- 
a/website/documentation/tutorials/map-reduce/classification/breiman-example.md
+++ 
b/website/documentation/tutorials/map-reduce/classification/breiman-example.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Breiman Example
 ---
 
+
+
 #Breiman Example
 
 #### Introduction
diff --git 
a/website/documentation/tutorials/map-reduce/classification/twenty-newsgroups.md
 
b/website/documentation/tutorials/map-reduce/classification/twenty-newsgroups.md
index 1bc8c0db5..de9b6410c 100644
--- 
a/website/documentation/tutorials/map-reduce/classification/twenty-newsgroups.md
+++ 
b/website/documentation/tutorials/map-reduce/classification/twenty-newsgroups.md
@@ -1,5 +1,5 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Twenty Newsgroups
 ---
 
diff --git 
a/website/documentation/tutorials/map-reduce/classification/wikipedia-classifier-example.md
 
b/website/documentation/tutorials/map-reduce/classification/wikipedia-classifier-example.md
index 729407829..c55e1fb45 100644
--- 
a/website/documentation/tutorials/map-reduce/classification/wikipedia-classifier-example.md
+++ 
b/website/documentation/tutorials/map-reduce/classification/wikipedia-classifier-example.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Wikipedia XML parser and Naive Bayes Example
 ---
 
+
 # Wikipedia XML parser and Naive Bayes Classifier Example
 
 ## Introduction
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/20newsgroups.md 
b/website/documentation/tutorials/map-reduce/clustering/20newsgroups.md
index 2ddac2f27..fd91577b8 100644
--- a/website/documentation/tutorials/map-reduce/clustering/20newsgroups.md
+++ b/website/documentation/tutorials/map-reduce/clustering/20newsgroups.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  20Newsgroups
 ---
 
+
+
 <a name="20Newsgroups-NaiveBayesusing20NewsgroupsData"></a>
 # Naive Bayes using 20 Newsgroups Data
 
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/canopy-commandline.md 
b/website/documentation/tutorials/map-reduce/clustering/canopy-commandline.md
index 55b82649e..15de9e763 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/canopy-commandline.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/canopy-commandline.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  canopy-commandline
 ---
 
+
 <a name="canopy-commandline-RunningCanopyClusteringfromtheCommandLine"></a>
 # Running Canopy Clustering from the Command Line
 Mahout's Canopy clustering can be launched from the same command line
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
 
b/website/documentation/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
index 26d8877b6..36429ddc7 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Clustering of synthetic control data
 ---
 
+
 # Clustering synthetic control data
 
 ## Introduction
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
 
b/website/documentation/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
index 036885199..a6f8f291b 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Clustering Seinfeld Episodes
 ---
 
+
+
 Below is short tutorial on how to cluster Seinfeld episode transcripts with
 Mahout.
 
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/clusteringyourdata.md 
b/website/documentation/tutorials/map-reduce/clustering/clusteringyourdata.md
index f149ec339..84a54c584 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/clusteringyourdata.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/clusteringyourdata.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  ClusteringYourData
 ---
 
+
 # Clustering your data
 
 After you've done the [Quickstart](quickstart.html) and are familiar with the 
basics of Mahout, it is time to cluster your own
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
 
b/website/documentation/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
index d04d47336..220d0bd17 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  fuzzy-k-means-commandline
 ---
 
+
+
 <a 
name="fuzzy-k-means-commandline-RunningFuzzyk-MeansClusteringfromtheCommandLine"></a>
 # Running Fuzzy k-Means Clustering from the Command Line
 Mahout's Fuzzy k-Means clustering can be launched from the same command
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/k-means-commandline.md 
b/website/documentation/tutorials/map-reduce/clustering/k-means-commandline.md
index 40273bd9a..533e33b23 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/k-means-commandline.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/k-means-commandline.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  k-means-commandline
 ---
 
+
+
 <a name="k-means-commandline-Introduction"></a>
 # kMeans commandline introduction
 
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/lda-commandline.md 
b/website/documentation/tutorials/map-reduce/clustering/lda-commandline.md
index 531e3e669..391c598b6 100644
--- a/website/documentation/tutorials/map-reduce/clustering/lda-commandline.md
+++ b/website/documentation/tutorials/map-reduce/clustering/lda-commandline.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  lda-commandline
 ---
 
+
 <a 
name="lda-commandline-RunningLatentDirichletAllocation(algorithm)fromtheCommandLine"></a>
 # Running Latent Dirichlet Allocation (algorithm) from the Command Line
 [Since Mahout v0.6](https://issues.apache.org/jira/browse/MAHOUT-897)
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/viewing-result.md 
b/website/documentation/tutorials/map-reduce/clustering/viewing-result.md
index 645e4e40d..127387e69 100644
--- a/website/documentation/tutorials/map-reduce/clustering/viewing-result.md
+++ b/website/documentation/tutorials/map-reduce/clustering/viewing-result.md
@@ -1,7 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Viewing Result
 ---
+
+
 * [Algorithm Viewing pages](#ViewingResult-AlgorithmViewingpages)
 
 There are various technologies available to view the output of Mahout
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/viewing-results.md 
b/website/documentation/tutorials/map-reduce/clustering/viewing-results.md
index 8ad488b58..aa494282c 100644
--- a/website/documentation/tutorials/map-reduce/clustering/viewing-results.md
+++ b/website/documentation/tutorials/map-reduce/clustering/viewing-results.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Viewing Results
 ---
 
+
+
 <a name="ViewingResults-Intro"></a>
 # Intro
 
diff --git 
a/website/documentation/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
 
b/website/documentation/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
index 2c597f057..ab23be7a4 100644
--- 
a/website/documentation/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
+++ 
b/website/documentation/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Visualizing Sample Clusters
 ---
 
+
+
 <a name="VisualizingSampleClusters-Introduction"></a>
 # Introduction
 
diff --git a/website/documentation/tutorials/map-reduce/index.md 
b/website/documentation/tutorials/map-reduce/index.md
index 29aec3612..cd3b608cf 100644
--- a/website/documentation/tutorials/map-reduce/index.md
+++ b/website/documentation/tutorials/map-reduce/index.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Deprecated Map Reduce Based Examples
 ---
 
+
+
 A note about the sunsetting of our support for Map Reduce.
 
 
diff --git a/website/documentation/tutorials/map-reduce/misc/mr---map-reduce.md 
b/website/documentation/tutorials/map-reduce/misc/mr---map-reduce.md
index e4f806a00..f2510d8db 100644
--- a/website/documentation/tutorials/map-reduce/misc/mr---map-reduce.md
+++ b/website/documentation/tutorials/map-reduce/misc/mr---map-reduce.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  MR - Map Reduce
 ---
 
+
+
 {excerpt}MapReduce is a framework for processing huge datasets on certain
 kinds of distributable problems using a large number of computers (nodes),
 collectively referred to as a cluster.{excerpt} Computational processing
diff --git 
a/website/documentation/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md
 
b/website/documentation/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md
index 049433fcb..5598679a8 100644
--- 
a/website/documentation/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md
+++ 
b/website/documentation/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Parallel Frequent Pattern Mining
 ---
 
+
 Mahout has a Top K Parallel FPGrowth Implementation. Its based on the paper 
[http://infolab.stanford.edu/~echang/recsys08-69.pdf](http://infolab.stanford.edu/~echang/recsys08-69.pdf)
  with some optimisations in mining the data.
 
diff --git 
a/website/documentation/tutorials/map-reduce/misc/perceptron-and-winnow.md 
b/website/documentation/tutorials/map-reduce/misc/perceptron-and-winnow.md
index 8ffca1935..2f2348c2f 100644
--- a/website/documentation/tutorials/map-reduce/misc/perceptron-and-winnow.md
+++ b/website/documentation/tutorials/map-reduce/misc/perceptron-and-winnow.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Perceptron and Winnow
 ---
 
+
+
 <a name="PerceptronandWinnow-ClassificationwithPerceptronorWinnow"></a>
 # Classification with Perceptron or Winnow
 
diff --git a/website/documentation/tutorials/map-reduce/misc/testing.md 
b/website/documentation/tutorials/map-reduce/misc/testing.md
index 350d89eac..4f9bcd903 100644
--- a/website/documentation/tutorials/map-reduce/misc/testing.md
+++ b/website/documentation/tutorials/map-reduce/misc/testing.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Testing
 ---
 
+
 <a name="Testing-Intro"></a>
 # Intro
 
diff --git 
a/website/documentation/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
 
b/website/documentation/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
index 2a2bc6891..5ca244646 100644
--- 
a/website/documentation/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
+++ 
b/website/documentation/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Using Mahout with Python via JPype
 ---
 
+
 <a name="UsingMahoutwithPythonviaJPype-overview"></a>
 # Mahout over Jython - some examples
 This tutorial provides some sample code illustrating how we can read and
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/intro-als-hadoop.md 
b/website/documentation/tutorials/map-reduce/recommender/intro-als-hadoop.md
index 3a8c21d1a..5a40d547b 100644
--- a/website/documentation/tutorials/map-reduce/recommender/intro-als-hadoop.md
+++ b/website/documentation/tutorials/map-reduce/recommender/intro-als-hadoop.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Perceptron and Winnow
 ---
 
+
 # Introduction to ALS Recommendations with Hadoop
 
 ##Overview
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
 
b/website/documentation/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
index 154ff9486..e00d5b8d4 100644
--- 
a/website/documentation/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
+++ 
b/website/documentation/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: Co-Occurrence With Spark
 ---
 
+
+
 #Intro to Cooccurrence Recommenders with Spark
 
 Mahout provides several important building blocks for creating recommendations 
using Spark. *spark-itemsimilarity* can 
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
 
b/website/documentation/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
index 62ec27aed..5106e811a 100644
--- 
a/website/documentation/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
+++ 
b/website/documentation/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
@@ -1,9 +1,12 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Item Based Reccommenders in Hadoop
 
     
 ---
+
+
+
 # Introduction to Item-Based Recommendations with Hadoop
 
 ##Overview
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/matrix-factorization.md
 
b/website/documentation/tutorials/map-reduce/recommender/matrix-factorization.md
index 157a022d7..6fddd7174 100644
--- 
a/website/documentation/tutorials/map-reduce/recommender/matrix-factorization.md
+++ 
b/website/documentation/tutorials/map-reduce/recommender/matrix-factorization.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: Matrix Factorization
 ---
 
+
+
 <a name="MatrixFactorization-Intro"></a>
 # Introduction to Matrix Factorization for Recommendation Mining
 
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/quickstart.md 
b/website/documentation/tutorials/map-reduce/recommender/quickstart.md
index c98f9b0da..acbd091cb 100644
--- a/website/documentation/tutorials/map-reduce/recommender/quickstart.md
+++ b/website/documentation/tutorials/map-reduce/recommender/quickstart.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Recommender Quickstart
 ---
 
+
 # Recommender Overview
 
 Recommenders have changed over the years. Mahout contains a long list of them, 
which you can still use. But to get the best  out of our more modern aproach 
we'll need to think of the Recommender as a "model creation" 
component&mdash;supplied by Mahout's new spark-itemsimilarity job, and a 
"serving" component&mdash;supplied by a modern scalable search engine, like 
Solr.
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/recommender-documentation.md
 
b/website/documentation/tutorials/map-reduce/recommender/recommender-documentation.md
index 9bb0e3a00..413e2b91e 100644
--- 
a/website/documentation/tutorials/map-reduce/recommender/recommender-documentation.md
+++ 
b/website/documentation/tutorials/map-reduce/recommender/recommender-documentation.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Recommender Documentation
 ---
 
+
+
 <a name="RecommenderDocumentation-Overview"></a>
 ## Overview
 
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
 
b/website/documentation/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
index 420ba9c5e..5c0838eda 100644
--- 
a/website/documentation/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
+++ 
b/website/documentation/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  Recommender First-Timer FAQ
 ---
 
+
 # Recommender First Timer Dos and Don'ts
 
 Many people with an interest in recommenders arrive at Mahout since they're
diff --git 
a/website/documentation/tutorials/map-reduce/recommender/userbased-5-minutes.md 
b/website/documentation/tutorials/map-reduce/recommender/userbased-5-minutes.md
index 5a97155fa..49bdc65fb 100644
--- 
a/website/documentation/tutorials/map-reduce/recommender/userbased-5-minutes.md
+++ 
b/website/documentation/tutorials/map-reduce/recommender/userbased-5-minutes.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: (Deprecated)  User Based Recommender in 5 Minutes
 ---
 
+
+
 # Creating a User-Based Recommender in 5 minutes
 
 ##Prerequisites
diff --git 
a/website/documentation/tutorials/samsara/classify-a-doc-from-the-shell.md 
b/website/documentation/tutorials/samsara/classify-a-doc-from-the-shell.md
index b5e245e43..296149241 100644
--- a/website/documentation/tutorials/samsara/classify-a-doc-from-the-shell.md
+++ b/website/documentation/tutorials/samsara/classify-a-doc-from-the-shell.md
@@ -1,8 +1,10 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: Text Classification Example
 ---
 
+
+
 # Building a text classifier in Mahout's Spark Shell
 
 This tutorial will take you through the steps used to train a Multinomial 
Naive Bayes model and create a text classifier based on that model using the 
```mahout spark-shell```. 
diff --git a/website/documentation/tutorials/samsara/play-with-shell.md 
b/website/documentation/tutorials/samsara/play-with-shell.md
index e6f175a9d..3d61a3526 100644
--- a/website/documentation/tutorials/samsara/play-with-shell.md
+++ b/website/documentation/tutorials/samsara/play-with-shell.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: Mahout Samsara In Core
 ---
 
+
 # Playing with Mahout's Spark Shell 
 
 This tutorial will show you how to play with Mahout's scala DSL for linear 
algebra and its Spark shell. **Please keep in mind that this code is still in a 
very early experimental stage**.
diff --git 
a/website/documentation/tutorials/samsara/playing-with-samsara-flink-batch.md 
b/website/documentation/tutorials/samsara/playing-with-samsara-flink-batch.md
index 61837450b..bde7caa7c 100644
--- 
a/website/documentation/tutorials/samsara/playing-with-samsara-flink-batch.md
+++ 
b/website/documentation/tutorials/samsara/playing-with-samsara-flink-batch.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: 
 ---
 
+
 ## Getting Started 
 
 To get started, add the following dependency to the pom:
diff --git a/website/documentation/tutorials/samsara/spark-naive-bayes.md 
b/website/documentation/tutorials/samsara/spark-naive-bayes.md
index ba3344456..32ac24672 100644
--- a/website/documentation/tutorials/samsara/spark-naive-bayes.md
+++ b/website/documentation/tutorials/samsara/spark-naive-bayes.md
@@ -1,8 +1,9 @@
 ---
-layout: doc-page
+layout: deprecated-docs
 title: Spark Naive Bayes
 ---
 
+
 # Spark Naive Bayes
 
 

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