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authorMatei Zaharia <matei@databricks.com>2016-08-03 19:12:55 -0700
committerMatei Zaharia <matei@databricks.com>2016-08-03 19:12:55 -0700
commit9700f2f4afe566412bdb73b443b3aad99b375af1 (patch)
tree34e05bf37c3951c1308db06673e982e0cae20509
parent612383440bfa727a9980cf83460b8f32df8d666c (diff)
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Trademarks page and some FAQ cleanup
-rw-r--r--_layouts/global.html2
-rw-r--r--faq.md25
-rw-r--r--site/community.html2
-rw-r--r--site/documentation.html7
-rw-r--r--site/downloads.html2
-rw-r--r--site/examples.html62
-rw-r--r--site/faq.html27
-rw-r--r--site/graphx/index.html2
-rw-r--r--site/index.html2
-rw-r--r--site/mailing-lists.html2
-rw-r--r--site/mllib/index.html2
-rw-r--r--site/news/amp-camp-2013-registration-ope.html2
-rw-r--r--site/news/announcing-the-first-spark-summit.html2
-rw-r--r--site/news/fourth-spark-screencast-published.html2
-rw-r--r--site/news/index.html46
-rw-r--r--site/news/nsdi-paper.html2
-rw-r--r--site/news/one-month-to-spark-summit-2015.html2
-rw-r--r--site/news/proposals-open-for-spark-summit-east.html2
-rw-r--r--site/news/registration-open-for-spark-summit-east.html2
-rw-r--r--site/news/run-spark-and-shark-on-amazon-emr.html2
-rw-r--r--site/news/spark-0-6-1-and-0-5-2-released.html2
-rw-r--r--site/news/spark-0-6-2-released.html2
-rw-r--r--site/news/spark-0-7-0-released.html2
-rw-r--r--site/news/spark-0-7-2-released.html2
-rw-r--r--site/news/spark-0-7-3-released.html2
-rw-r--r--site/news/spark-0-8-0-released.html2
-rw-r--r--site/news/spark-0-8-1-released.html2
-rw-r--r--site/news/spark-0-9-0-released.html2
-rw-r--r--site/news/spark-0-9-1-released.html4
-rw-r--r--site/news/spark-0-9-2-released.html4
-rw-r--r--site/news/spark-1-0-0-released.html2
-rw-r--r--site/news/spark-1-0-1-released.html2
-rw-r--r--site/news/spark-1-0-2-released.html2
-rw-r--r--site/news/spark-1-1-0-released.html4
-rw-r--r--site/news/spark-1-1-1-released.html2
-rw-r--r--site/news/spark-1-2-0-released.html2
-rw-r--r--site/news/spark-1-2-1-released.html2
-rw-r--r--site/news/spark-1-2-2-released.html4
-rw-r--r--site/news/spark-1-3-0-released.html2
-rw-r--r--site/news/spark-1-4-0-released.html2
-rw-r--r--site/news/spark-1-4-1-released.html2
-rw-r--r--site/news/spark-1-5-0-released.html2
-rw-r--r--site/news/spark-1-5-1-released.html2
-rw-r--r--site/news/spark-1-5-2-released.html2
-rw-r--r--site/news/spark-1-6-0-released.html2
-rw-r--r--site/news/spark-1-6-1-released.html2
-rw-r--r--site/news/spark-1-6-2-released.html2
-rw-r--r--site/news/spark-2-0-0-released.html2
-rw-r--r--site/news/spark-2.0.0-preview.html2
-rw-r--r--site/news/spark-accepted-into-apache-incubator.html2
-rw-r--r--site/news/spark-and-shark-in-the-news.html4
-rw-r--r--site/news/spark-becomes-tlp.html2
-rw-r--r--site/news/spark-featured-in-wired.html2
-rw-r--r--site/news/spark-mailing-lists-moving-to-apache.html2
-rw-r--r--site/news/spark-meetups.html2
-rw-r--r--site/news/spark-screencasts-published.html2
-rw-r--r--site/news/spark-summit-2013-is-a-wrap.html2
-rw-r--r--site/news/spark-summit-2014-videos-posted.html2
-rw-r--r--site/news/spark-summit-2015-videos-posted.html2
-rw-r--r--site/news/spark-summit-agenda-posted.html2
-rw-r--r--site/news/spark-summit-east-2015-videos-posted.html4
-rw-r--r--site/news/spark-summit-east-2016-cfp-closing.html2
-rw-r--r--site/news/spark-summit-east-agenda-posted.html2
-rw-r--r--site/news/spark-summit-europe-agenda-posted.html2
-rw-r--r--site/news/spark-summit-europe.html2
-rw-r--r--site/news/spark-summit-june-2016-agenda-posted.html2
-rw-r--r--site/news/spark-tips-from-quantifind.html2
-rw-r--r--site/news/spark-user-survey-and-powered-by-page.html2
-rw-r--r--site/news/spark-version-0-6-0-released.html2
-rw-r--r--site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html2
-rw-r--r--site/news/strata-exercises-now-available-online.html2
-rw-r--r--site/news/submit-talks-to-spark-summit-2014.html2
-rw-r--r--site/news/submit-talks-to-spark-summit-2016.html2
-rw-r--r--site/news/submit-talks-to-spark-summit-east-2016.html2
-rw-r--r--site/news/submit-talks-to-spark-summit-eu-2016.html2
-rw-r--r--site/news/two-weeks-to-spark-summit-2014.html2
-rw-r--r--site/news/video-from-first-spark-development-meetup.html2
-rw-r--r--site/releases/spark-release-0-3.html2
-rw-r--r--site/releases/spark-release-0-5-0.html2
-rw-r--r--site/releases/spark-release-0-5-1.html2
-rw-r--r--site/releases/spark-release-0-5-2.html2
-rw-r--r--site/releases/spark-release-0-6-0.html2
-rw-r--r--site/releases/spark-release-0-6-1.html2
-rw-r--r--site/releases/spark-release-0-6-2.html2
-rw-r--r--site/releases/spark-release-0-7-0.html2
-rw-r--r--site/releases/spark-release-0-7-2.html2
-rw-r--r--site/releases/spark-release-0-7-3.html2
-rw-r--r--site/releases/spark-release-0-8-0.html6
-rw-r--r--site/releases/spark-release-0-8-1.html2
-rw-r--r--site/releases/spark-release-0-9-0.html2
-rw-r--r--site/releases/spark-release-0-9-1.html22
-rw-r--r--site/releases/spark-release-0-9-2.html2
-rw-r--r--site/releases/spark-release-1-0-0.html2
-rw-r--r--site/releases/spark-release-1-0-1.html10
-rw-r--r--site/releases/spark-release-1-0-2.html4
-rw-r--r--site/releases/spark-release-1-1-0.html8
-rw-r--r--site/releases/spark-release-1-1-1.html2
-rw-r--r--site/releases/spark-release-1-2-0.html4
-rw-r--r--site/releases/spark-release-1-2-1.html2
-rw-r--r--site/releases/spark-release-1-2-2.html2
-rw-r--r--site/releases/spark-release-1-3-0.html8
-rw-r--r--site/releases/spark-release-1-3-1.html8
-rw-r--r--site/releases/spark-release-1-4-0.html6
-rw-r--r--site/releases/spark-release-1-4-1.html2
-rw-r--r--site/releases/spark-release-1-5-0.html32
-rw-r--r--site/releases/spark-release-1-5-1.html2
-rw-r--r--site/releases/spark-release-1-5-2.html2
-rw-r--r--site/releases/spark-release-1-6-0.html22
-rw-r--r--site/releases/spark-release-1-6-1.html2
-rw-r--r--site/releases/spark-release-1-6-2.html2
-rw-r--r--site/releases/spark-release-2-0-0.html38
-rw-r--r--site/research.html2
-rw-r--r--site/screencasts/1-first-steps-with-spark.html2
-rw-r--r--site/screencasts/2-spark-documentation-overview.html2
-rw-r--r--site/screencasts/3-transformations-and-caching.html2
-rw-r--r--site/screencasts/4-a-standalone-job-in-spark.html2
-rw-r--r--site/screencasts/index.html2
-rw-r--r--site/sql/index.html2
-rw-r--r--site/streaming/index.html2
-rw-r--r--site/trademarks.html261
-rw-r--r--trademarks.md62
121 files changed, 618 insertions, 256 deletions
diff --git a/_layouts/global.html b/_layouts/global.html
index 8e69ab617..7e363929c 100644
--- a/_layouts/global.html
+++ b/_layouts/global.html
@@ -199,7 +199,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="{{site.url}}trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/faq.md b/faq.md
index d8de57546..f5c8565ba 100644
--- a/faq.md
+++ b/faq.md
@@ -33,21 +33,14 @@ Spark is a fast and general processing engine compatible with Hadoop data. It ca
<p class="question">Do I need Hadoop to run Spark?</p>
<p class="answer">No, but if you run on a cluster, you will need some form of shared file system (for example, NFS mounted at the same path on each node). If you have this type of filesystem, you can just deploy Spark in standalone mode.</p>
-<p class="question">How can I access data in S3?</p>
-<p class="answer">Use the <code>s3n://</code> URI scheme (<code>s3n://bucket/path</code>). You will also need to set your Amazon security credentials, either by setting the environment variables <code>AWS_ACCESS_KEY_ID</code> and <code>AWS_SECRET_ACCESS_KEY</code> before your program runs, or by setting <code>fs.s3.awsAccessKeyId</code> and <code>fs.s3.awsSecretAccessKey</code> in <code>SparkContext.hadoopConfiguration</code>.</p>
-
<p class="question">Does Spark require modified versions of Scala or Python?</p>
<p class="answer">No. Spark requires no changes to Scala or compiler plugins. The Python API uses the standard CPython implementation, and can call into existing C libraries for Python such as NumPy.</p>
-<p class="question">What are good resources for learning Scala?</p>
-<p class="answer">Check out <a href="http://www.artima.com/scalazine/articles/steps.html">First Steps to Scala</a> for a quick introduction, the <a href="http://www.scala-lang.org/docu/files/ScalaTutorial.pdf">Scala tutorial for Java programmers</a>, or the free online book <a href="http://www.artima.com/pins1ed/">Programming in Scala</a>. Scala is easy to transition to if you have Java experience or experience in a similarly high-level language (e.g. Ruby).</p>
-
-
-<p>In addition, Spark also has <a href="{{site.url}}docs/latest/java-programming-guide.html">Java</a> and <a href="{{site.url}}docs/latest/python-programming-guide.html">Python</a> APIs.</p>
-
<p class="question">I understand Spark Streaming uses micro-batching. Does this increase latency?</p>
-While Spark does use a micro-batch execution model, this does not have much impact on applications, because the batches can be as short as 0.5 seconds. In most applications of streaming big data, the analytics is done over a larger window (say 10 minutes), or the latency to get data in is higher (e.g. sensors collect readings every 10 seconds). The benefit of Spark's micro-batch model is that it enables <a href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf">exactly-once semantics</a>, meaning the system can recover all intermediate state and results on failure.
+<p class="answer">
+While Spark does use a micro-batch execution model, this does not have much impact on applications, because the batches can be as short as 0.5 seconds. In most applications of streaming big data, the analytics is done over a larger window (say 10 minutes), or the latency to get data in is higher (e.g. sensors collect readings every 10 seconds). Spark's model enables <a href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf">exactly-once semantics and consistency</a>, meaning the system gives correct results despite slow nodes or failures.
+</p>
<p class="question">Where can I find high-resolution versions of the Spark logo?</p>
@@ -60,6 +53,18 @@ While Spark does use a micro-batch execution model, this does not have much impa
in all uses of these logos.
</p>
+<p class="question">Can I provide commercial software or services based on Spark?</p>
+
+<p class="answer">
+Yes, as long as you respect the Apache Software Foundation's
+<a href="https://www.apache.org/licenses/">software license</a>
+and <a href="https://www.apache.org/foundation/marks/">trademark policy</a>.
+In particular, note that there are strong restrictions about how third-party products
+use the "Spark" name (names based on Spark are generally not allowed).
+Please also refer to our
+<a href="{{site.url}}trademarks.html">trademark policy summary</a>.
+</p>
+
<p class="question">How can I contribute to Spark?</p>
<p class="answer">See the <a href="https://cwiki.apache.org/confluence/display/SPARK/Contributing+to+Spark">Contributing to Spark wiki</a> for more information.</p>
diff --git a/site/community.html b/site/community.html
index 146335e04..9671b8dc2 100644
--- a/site/community.html
+++ b/site/community.html
@@ -346,7 +346,7 @@ A wide range of contributors now develop the project (over 400 developers from 1
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/documentation.html b/site/documentation.html
index 4290b04bf..652281d11 100644
--- a/site/documentation.html
+++ b/site/documentation.html
@@ -253,13 +253,12 @@
</ul>
<h4><a name="meetup-videos"></a>Meetup Talk Videos</h4>
-<p>In addition to the videos listed below, you can also view <a href="http://www.meetup.com/spark-users/files/">all slides from Bay Area meetups here</a>.</p>
+<p>In addition to the videos listed below, you can also view <a href="http://www.meetup.com/spark-users/files/">all slides from Bay Area meetups here</a>.
<style type="text/css">
.video-meta-info {
font-size: 0.95em;
}
-</style>
-
+</style></p>
<ul>
<li><a href="http://www.youtube.com/watch?v=NUQ-8to2XAk&amp;list=PL-x35fyliRwiP3YteXbnhk0QGOtYLBT3a">Spark 1.0 and Beyond</a> (<a href="http://files.meetup.com/3138542/Spark%201.0%20Meetup.ppt">slides</a>) <span class="video-meta-info">by Patrick Wendell, at Cisco in San Jose, 2014-04-23</span></li>
@@ -369,7 +368,7 @@ The <a href="/research.html">research page</a> lists some of the original motiva
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/downloads.html b/site/downloads.html
index 12ca08827..e8c886735 100644
--- a/site/downloads.html
+++ b/site/downloads.html
@@ -269,7 +269,7 @@ git clone git://github.com/apache/spark.git -b branch-2.0
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/examples.html b/site/examples.html
index 7fc7dd1b1..5431f5dda 100644
--- a/site/examples.html
+++ b/site/examples.html
@@ -213,11 +213,11 @@ In this page, we will show examples using RDD API as well as examples using high
<div class="tab-pane tab-pane-python active">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-python" data-lang="python"><span class="n">text_file</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="p">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="p">)</span>
+<div class="highlight"><pre><code class="language-python" data-lang="python"><span class="n">text_file</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="p">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="p">)</span>
<span class="n">counts</span> <span class="o">=</span> <span class="n">text_file</span><span class="o">.</span><span class="n">flatMap</span><span class="p">(</span><span class="k">lambda</span> <span class="n">line</span><span class="p">:</span> <span class="n">line</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">&quot; &quot;</span><span class="p">))</span> \
<span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="k">lambda</span> <span class="n">word</span><span class="p">:</span> <span class="p">(</span><span class="n">word</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span> \
<span class="o">.</span><span class="n">reduceByKey</span><span class="p">(</span><span class="k">lambda</span> <span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="n">a</span> <span class="o">+</span> <span class="n">b</span><span class="p">)</span>
-<span class="n">counts</span><span class="o">.</span><span class="n">saveAsTextFile</span><span class="p">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="p">)</span></code></pre></figure>
+<span class="n">counts</span><span class="o">.</span><span class="n">saveAsTextFile</span><span class="p">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="p">)</span></code></pre></div>
</div>
</div>
@@ -225,11 +225,11 @@ In this page, we will show examples using RDD API as well as examples using high
<div class="tab-pane tab-pane-scala">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">val</span> <span class="n">textFile</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">)</span>
+<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">val</span> <span class="n">textFile</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">)</span>
<span class="k">val</span> <span class="n">counts</span> <span class="k">=</span> <span class="n">textFile</span><span class="o">.</span><span class="n">flatMap</span><span class="o">(</span><span class="n">line</span> <span class="k">=&gt;</span> <span class="n">line</span><span class="o">.</span><span class="n">split</span><span class="o">(</span><span class="s">&quot; &quot;</span><span class="o">))</span>
<span class="o">.</span><span class="n">map</span><span class="o">(</span><span class="n">word</span> <span class="k">=&gt;</span> <span class="o">(</span><span class="n">word</span><span class="o">,</span> <span class="mi">1</span><span class="o">))</span>
<span class="o">.</span><span class="n">reduceByKey</span><span class="o">(</span><span class="k">_</span> <span class="o">+</span> <span class="k">_</span><span class="o">)</span>
-<span class="n">counts</span><span class="o">.</span><span class="n">saveAsTextFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">)</span></code></pre></figure>
+<span class="n">counts</span><span class="o">.</span><span class="n">saveAsTextFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">)</span></code></pre></div>
</div>
</div>
@@ -237,7 +237,7 @@ In this page, we will show examples using RDD API as well as examples using high
<div class="tab-pane tab-pane-java">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">JavaRDD</span><span class="o">&lt;</span><span class="n">String</span><span class="o">&gt;</span> <span class="n">textFile</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="na">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">);</span>
+<div class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">JavaRDD</span><span class="o">&lt;</span><span class="n">String</span><span class="o">&gt;</span> <span class="n">textFile</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="na">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">);</span>
<span class="n">JavaRDD</span><span class="o">&lt;</span><span class="n">String</span><span class="o">&gt;</span> <span class="n">words</span> <span class="o">=</span> <span class="n">textFile</span><span class="o">.</span><span class="na">flatMap</span><span class="o">(</span><span class="k">new</span> <span class="n">FlatMapFunction</span><span class="o">&lt;</span><span class="n">String</span><span class="o">,</span> <span class="n">String</span><span class="o">&gt;()</span> <span class="o">{</span>
<span class="kd">public</span> <span class="n">Iterable</span><span class="o">&lt;</span><span class="n">String</span><span class="o">&gt;</span> <span class="nf">call</span><span class="o">(</span><span class="n">String</span> <span class="n">s</span><span class="o">)</span> <span class="o">{</span> <span class="k">return</span> <span class="n">Arrays</span><span class="o">.</span><span class="na">asList</span><span class="o">(</span><span class="n">s</span><span class="o">.</span><span class="na">split</span><span class="o">(</span><span class="s">&quot; &quot;</span><span class="o">));</span> <span class="o">}</span>
<span class="o">});</span>
@@ -247,7 +247,7 @@ In this page, we will show examples using RDD API as well as examples using high
<span class="n">JavaPairRDD</span><span class="o">&lt;</span><span class="n">String</span><span class="o">,</span> <span class="n">Integer</span><span class="o">&gt;</span> <span class="n">counts</span> <span class="o">=</span> <span class="n">pairs</span><span class="o">.</span><span class="na">reduceByKey</span><span class="o">(</span><span class="k">new</span> <span class="n">Function2</span><span class="o">&lt;</span><span class="n">Integer</span><span class="o">,</span> <span class="n">Integer</span><span class="o">,</span> <span class="n">Integer</span><span class="o">&gt;()</span> <span class="o">{</span>
<span class="kd">public</span> <span class="n">Integer</span> <span class="nf">call</span><span class="o">(</span><span class="n">Integer</span> <span class="n">a</span><span class="o">,</span> <span class="n">Integer</span> <span class="n">b</span><span class="o">)</span> <span class="o">{</span> <span class="k">return</span> <span class="n">a</span> <span class="o">+</span> <span class="n">b</span><span class="o">;</span> <span class="o">}</span>
<span class="o">});</span>
-<span class="n">counts</span><span class="o">.</span><span class="na">saveAsTextFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">);</span></code></pre></figure>
+<span class="n">counts</span><span class="o">.</span><span class="na">saveAsTextFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">);</span></code></pre></div>
</div>
</div>
@@ -266,13 +266,13 @@ In this page, we will show examples using RDD API as well as examples using high
<div class="tab-pane tab-pane-python active">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-python" data-lang="python"><span class="k">def</span> <span class="nf">sample</span><span class="p">(</span><span class="n">p</span><span class="p">):</span>
+<div class="highlight"><pre><code class="language-python" data-lang="python"><span class="k">def</span> <span class="nf">sample</span><span class="p">(</span><span class="n">p</span><span class="p">):</span>
<span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">random</span><span class="p">(),</span> <span class="n">random</span><span class="p">()</span>
<span class="k">return</span> <span class="mi">1</span> <span class="k">if</span> <span class="n">x</span><span class="o">*</span><span class="n">x</span> <span class="o">+</span> <span class="n">y</span><span class="o">*</span><span class="n">y</span> <span class="o">&lt;</span> <span class="mi">1</span> <span class="k">else</span> <span class="mi">0</span>
<span class="n">count</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">parallelize</span><span class="p">(</span><span class="nb">xrange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">NUM_SAMPLES</span><span class="p">))</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span> \
<span class="o">.</span><span class="n">reduce</span><span class="p">(</span><span class="k">lambda</span> <span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="n">a</span> <span class="o">+</span> <span class="n">b</span><span class="p">)</span>
-<span class="k">print</span> <span class="s">&quot;Pi is roughly </span><span class="si">%f</span><span class="s">&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="mf">4.0</span> <span class="o">*</span> <span class="n">count</span> <span class="o">/</span> <span class="n">NUM_SAMPLES</span><span class="p">)</span></code></pre></figure>
+<span class="k">print</span> <span class="s">&quot;Pi is roughly </span><span class="si">%f</span><span class="s">&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="mf">4.0</span> <span class="o">*</span> <span class="n">count</span> <span class="o">/</span> <span class="n">NUM_SAMPLES</span><span class="p">)</span></code></pre></div>
</div>
</div>
@@ -280,12 +280,12 @@ In this page, we will show examples using RDD API as well as examples using high
<div class="tab-pane tab-pane-scala">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">val</span> <span class="n">count</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">parallelize</span><span class="o">(</span><span class="mi">1</span> <span class="n">to</span> <span class="nc">NUM_SAMPLES</span><span class="o">).</span><span class="n">map</span><span class="o">{</span><span class="n">i</span> <span class="k">=&gt;</span>
+<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">val</span> <span class="n">count</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">parallelize</span><span class="o">(</span><span class="mi">1</span> <span class="n">to</span> <span class="nc">NUM_SAMPLES</span><span class="o">).</span><span class="n">map</span><span class="o">{</span><span class="n">i</span> <span class="k">=&gt;</span>
<span class="k">val</span> <span class="n">x</span> <span class="k">=</span> <span class="nc">Math</span><span class="o">.</span><span class="n">random</span><span class="o">()</span>
<span class="k">val</span> <span class="n">y</span> <span class="k">=</span> <span class="nc">Math</span><span class="o">.</span><span class="n">random</span><span class="o">()</span>
<span class="k">if</span> <span class="o">(</span><span class="n">x</span><span class="o">*</span><span class="n">x</span> <span class="o">+</span> <span class="n">y</span><span class="o">*</span><span class="n">y</span> <span class="o">&lt;</span> <span class="mi">1</span><span class="o">)</span> <span class="mi">1</span> <span class="k">else</span> <span class="mi">0</span>
<span class="o">}.</span><span class="n">reduce</span><span class="o">(</span><span class="k">_</span> <span class="o">+</span> <span class="k">_</span><span class="o">)</span>
-<span class="n">println</span><span class="o">(</span><span class="s">&quot;Pi is roughly &quot;</span> <span class="o">+</span> <span class="mf">4.0</span> <span class="o">*</span> <span class="n">count</span> <span class="o">/</span> <span class="nc">NUM_SAMPLES</span><span class="o">)</span></code></pre></figure>
+<span class="n">println</span><span class="o">(</span><span class="s">&quot;Pi is roughly &quot;</span> <span class="o">+</span> <span class="mf">4.0</span> <span class="o">*</span> <span class="n">count</span> <span class="o">/</span> <span class="nc">NUM_SAMPLES</span><span class="o">)</span></code></pre></div>
</div>
</div>
@@ -293,7 +293,7 @@ In this page, we will show examples using RDD API as well as examples using high
<div class="tab-pane tab-pane-java">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">List</span><span class="o">&lt;</span><span class="n">Integer</span><span class="o">&gt;</span> <span class="n">l</span> <span class="o">=</span> <span class="k">new</span> <span class="n">ArrayList</span><span class="o">&lt;</span><span class="n">Integer</span><span class="o">&gt;(</span><span class="n">NUM_SAMPLES</span><span class="o">);</span>
+<div class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">List</span><span class="o">&lt;</span><span class="n">Integer</span><span class="o">&gt;</span> <span class="n">l</span> <span class="o">=</span> <span class="k">new</span> <span class="n">ArrayList</span><span class="o">&lt;</span><span class="n">Integer</span><span class="o">&gt;(</span><span class="n">NUM_SAMPLES</span><span class="o">);</span>
<span class="k">for</span> <span class="o">(</span><span class="kt">int</span> <span class="n">i</span> <span class="o">=</span> <span class="mi">0</span><span class="o">;</span> <span class="n">i</span> <span class="o">&lt;</span> <span class="n">NUM_SAMPLES</span><span class="o">;</span> <span class="n">i</span><span class="o">++)</span> <span class="o">{</span>
<span class="n">l</span><span class="o">.</span><span class="na">add</span><span class="o">(</span><span class="n">i</span><span class="o">);</span>
<span class="o">}</span>
@@ -305,7 +305,7 @@ In this page, we will show examples using RDD API as well as examples using high
<span class="k">return</span> <span class="n">x</span><span class="o">*</span><span class="n">x</span> <span class="o">+</span> <span class="n">y</span><span class="o">*</span><span class="n">y</span> <span class="o">&lt;</span> <span class="mi">1</span><span class="o">;</span>
<span class="o">}</span>
<span class="o">}).</span><span class="na">count</span><span class="o">();</span>
-<span class="n">System</span><span class="o">.</span><span class="na">out</span><span class="o">.</span><span class="na">println</span><span class="o">(</span><span class="s">&quot;Pi is roughly &quot;</span> <span class="o">+</span> <span class="mf">4.0</span> <span class="o">*</span> <span class="n">count</span> <span class="o">/</span> <span class="n">NUM_SAMPLES</span><span class="o">);</span></code></pre></figure>
+<span class="n">System</span><span class="o">.</span><span class="na">out</span><span class="o">.</span><span class="na">println</span><span class="o">(</span><span class="s">&quot;Pi is roughly &quot;</span> <span class="o">+</span> <span class="mf">4.0</span> <span class="o">*</span> <span class="n">count</span> <span class="o">/</span> <span class="n">NUM_SAMPLES</span><span class="o">);</span></code></pre></div>
</div>
</div>
@@ -333,7 +333,7 @@ Also, programs based on DataFrame API will be automatically optimized by Sparkâ€
<div class="tab-pane tab-pane-python active">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-python" data-lang="python"><span class="n">textFile</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="p">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="p">)</span>
+<div class="highlight"><pre><code class="language-python" data-lang="python"><span class="n">textFile</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="p">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="p">)</span>
<span class="c"># Creates a DataFrame having a single column named &quot;line&quot;</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">textFile</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="k">lambda</span> <span class="n">r</span><span class="p">:</span> <span class="n">Row</span><span class="p">(</span><span class="n">r</span><span class="p">))</span><span class="o">.</span><span class="n">toDF</span><span class="p">([</span><span class="s">&quot;line&quot;</span><span class="p">])</span>
@@ -343,7 +343,7 @@ Also, programs based on DataFrame API will be automatically optimized by Sparkâ€
<span class="c"># Counts errors mentioning MySQL</span>
<span class="n">errors</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">col</span><span class="p">(</span><span class="s">&quot;line&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">like</span><span class="p">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="p">))</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
<span class="c"># Fetches the MySQL errors as an array of strings</span>
-<span class="n">errors</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">col</span><span class="p">(</span><span class="s">&quot;line&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">like</span><span class="p">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="p">))</span><span class="o">.</span><span class="n">collect</span><span class="p">()</span></code></pre></figure>
+<span class="n">errors</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">col</span><span class="p">(</span><span class="s">&quot;line&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">like</span><span class="p">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="p">))</span><span class="o">.</span><span class="n">collect</span><span class="p">()</span></code></pre></div>
</div>
</div>
@@ -351,7 +351,7 @@ Also, programs based on DataFrame API will be automatically optimized by Sparkâ€
<div class="tab-pane tab-pane-scala">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">val</span> <span class="n">textFile</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">)</span>
+<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="k">val</span> <span class="n">textFile</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">)</span>
<span class="c1">// Creates a DataFrame having a single column named &quot;line&quot;</span>
<span class="k">val</span> <span class="n">df</span> <span class="k">=</span> <span class="n">textFile</span><span class="o">.</span><span class="n">toDF</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">)</span>
@@ -361,7 +361,7 @@ Also, programs based on DataFrame API will be automatically optimized by Sparkâ€
<span class="c1">// Counts errors mentioning MySQL</span>
<span class="n">errors</span><span class="o">.</span><span class="n">filter</span><span class="o">(</span><span class="n">col</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">).</span><span class="n">like</span><span class="o">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="o">)).</span><span class="n">count</span><span class="o">()</span>
<span class="c1">// Fetches the MySQL errors as an array of strings</span>
-<span class="n">errors</span><span class="o">.</span><span class="n">filter</span><span class="o">(</span><span class="n">col</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">).</span><span class="n">like</span><span class="o">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="o">)).</span><span class="n">collect</span><span class="o">()</span></code></pre></figure>
+<span class="n">errors</span><span class="o">.</span><span class="n">filter</span><span class="o">(</span><span class="n">col</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">).</span><span class="n">like</span><span class="o">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="o">)).</span><span class="n">collect</span><span class="o">()</span></code></pre></div>
</div>
</div>
@@ -369,7 +369,7 @@ Also, programs based on DataFrame API will be automatically optimized by Sparkâ€
<div class="tab-pane tab-pane-java">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-java" data-lang="java"><span class="c1">// Creates a DataFrame having a single column named &quot;line&quot;</span>
+<div class="highlight"><pre><code class="language-java" data-lang="java"><span class="c1">// Creates a DataFrame having a single column named &quot;line&quot;</span>
<span class="n">JavaRDD</span><span class="o">&lt;</span><span class="n">String</span><span class="o">&gt;</span> <span class="n">textFile</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="na">textFile</span><span class="o">(</span><span class="s">&quot;hdfs://...&quot;</span><span class="o">);</span>
<span class="n">JavaRDD</span><span class="o">&lt;</span><span class="n">Row</span><span class="o">&gt;</span> <span class="n">rowRDD</span> <span class="o">=</span> <span class="n">textFile</span><span class="o">.</span><span class="na">map</span><span class="o">(</span>
<span class="k">new</span> <span class="n">Function</span><span class="o">&lt;</span><span class="n">String</span><span class="o">,</span> <span class="n">Row</span><span class="o">&gt;()</span> <span class="o">{</span>
@@ -388,7 +388,7 @@ Also, programs based on DataFrame API will be automatically optimized by Sparkâ€
<span class="c1">// Counts errors mentioning MySQL</span>
<span class="n">errors</span><span class="o">.</span><span class="na">filter</span><span class="o">(</span><span class="n">col</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">).</span><span class="na">like</span><span class="o">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="o">)).</span><span class="na">count</span><span class="o">();</span>
<span class="c1">// Fetches the MySQL errors as an array of strings</span>
-<span class="n">errors</span><span class="o">.</span><span class="na">filter</span><span class="o">(</span><span class="n">col</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">).</span><span class="na">like</span><span class="o">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="o">)).</span><span class="na">collect</span><span class="o">();</span></code></pre></figure>
+<span class="n">errors</span><span class="o">.</span><span class="na">filter</span><span class="o">(</span><span class="n">col</span><span class="o">(</span><span class="s">&quot;line&quot;</span><span class="o">).</span><span class="na">like</span><span class="o">(</span><span class="s">&quot;%MySQL%&quot;</span><span class="o">)).</span><span class="na">collect</span><span class="o">();</span></code></pre></div>
</div>
</div>
@@ -412,7 +412,7 @@ A simple MySQL table "people" is used in the example and this table has two colu
<div class="tab-pane tab-pane-python active">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-python" data-lang="python"><span class="c"># Creates a DataFrame based on a table named &quot;people&quot;</span>
+<div class="highlight"><pre><code class="language-python" data-lang="python"><span class="c"># Creates a DataFrame based on a table named &quot;people&quot;</span>
<span class="c"># stored in a MySQL database.</span>
<span class="n">url</span> <span class="o">=</span> \
<span class="s">&quot;jdbc:mysql://yourIP:yourPort/test?user=yourUsername;password=yourPassword&quot;</span>
@@ -431,7 +431,7 @@ A simple MySQL table "people" is used in the example and this table has two colu
<span class="n">countsByAge</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="c"># Saves countsByAge to S3 in the JSON format.</span>
-<span class="n">countsByAge</span><span class="o">.</span><span class="n">write</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s">&quot;json&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="s">&quot;s3a://...&quot;</span><span class="p">)</span></code></pre></figure>
+<span class="n">countsByAge</span><span class="o">.</span><span class="n">write</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s">&quot;json&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="s">&quot;s3a://...&quot;</span><span class="p">)</span></code></pre></div>
</div>
</div>
@@ -439,7 +439,7 @@ A simple MySQL table "people" is used in the example and this table has two colu
<div class="tab-pane tab-pane-scala">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="c1">// Creates a DataFrame based on a table named &quot;people&quot;</span>
+<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="c1">// Creates a DataFrame based on a table named &quot;people&quot;</span>
<span class="c1">// stored in a MySQL database.</span>
<span class="k">val</span> <span class="n">url</span> <span class="k">=</span>
<span class="s">&quot;jdbc:mysql://yourIP:yourPort/test?user=yourUsername;password=yourPassword&quot;</span>
@@ -458,7 +458,7 @@ A simple MySQL table "people" is used in the example and this table has two colu
<span class="n">countsByAge</span><span class="o">.</span><span class="n">show</span><span class="o">()</span>
<span class="c1">// Saves countsByAge to S3 in the JSON format.</span>
-<span class="n">countsByAge</span><span class="o">.</span><span class="n">write</span><span class="o">.</span><span class="n">format</span><span class="o">(</span><span class="s">&quot;json&quot;</span><span class="o">).</span><span class="n">save</span><span class="o">(</span><span class="s">&quot;s3a://...&quot;</span><span class="o">)</span></code></pre></figure>
+<span class="n">countsByAge</span><span class="o">.</span><span class="n">write</span><span class="o">.</span><span class="n">format</span><span class="o">(</span><span class="s">&quot;json&quot;</span><span class="o">).</span><span class="n">save</span><span class="o">(</span><span class="s">&quot;s3a://...&quot;</span><span class="o">)</span></code></pre></div>
</div>
</div>
@@ -466,7 +466,7 @@ A simple MySQL table "people" is used in the example and this table has two colu
<div class="tab-pane tab-pane-java">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-java" data-lang="java"><span class="c1">// Creates a DataFrame based on a table named &quot;people&quot;</span>
+<div class="highlight"><pre><code class="language-java" data-lang="java"><span class="c1">// Creates a DataFrame based on a table named &quot;people&quot;</span>
<span class="c1">// stored in a MySQL database.</span>
<span class="n">String</span> <span class="n">url</span> <span class="o">=</span>
<span class="s">&quot;jdbc:mysql://yourIP:yourPort/test?user=yourUsername;password=yourPassword&quot;</span><span class="o">;</span>
@@ -485,7 +485,7 @@ A simple MySQL table "people" is used in the example and this table has two colu
<span class="n">countsByAge</span><span class="o">.</span><span class="na">show</span><span class="o">();</span>
<span class="c1">// Saves countsByAge to S3 in the JSON format.</span>
-<span class="n">countsByAge</span><span class="o">.</span><span class="na">write</span><span class="o">().</span><span class="na">format</span><span class="o">(</span><span class="s">&quot;json&quot;</span><span class="o">).</span><span class="na">save</span><span class="o">(</span><span class="s">&quot;s3a://...&quot;</span><span class="o">);</span></code></pre></figure>
+<span class="n">countsByAge</span><span class="o">.</span><span class="na">write</span><span class="o">().</span><span class="na">format</span><span class="o">(</span><span class="s">&quot;json&quot;</span><span class="o">).</span><span class="na">save</span><span class="o">(</span><span class="s">&quot;s3a://...&quot;</span><span class="o">);</span></code></pre></div>
</div>
</div>
@@ -516,7 +516,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<div class="tab-pane tab-pane-python active">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-python" data-lang="python"><span class="c"># Every record of this DataFrame contains the label and</span>
+<div class="highlight"><pre><code class="language-python" data-lang="python"><span class="c"># Every record of this DataFrame contains the label and</span>
<span class="c"># features represented by a vector.</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">sqlContext</span><span class="o">.</span><span class="n">createDataFrame</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="p">[</span><span class="s">&quot;label&quot;</span><span class="p">,</span> <span class="s">&quot;features&quot;</span><span class="p">])</span>
@@ -528,7 +528,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<span class="n">model</span> <span class="o">=</span> <span class="n">lr</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
<span class="c"># Given a dataset, predict each point&#39;s label, and show the results.</span>
-<span class="n">model</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">df</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span></code></pre></figure>
+<span class="n">model</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">df</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span></code></pre></div>
</div>
</div>
@@ -536,7 +536,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<div class="tab-pane tab-pane-scala">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="c1">// Every record of this DataFrame contains the label and</span>
+<div class="highlight"><pre><code class="language-scala" data-lang="scala"><span class="c1">// Every record of this DataFrame contains the label and</span>
<span class="c1">// features represented by a vector.</span>
<span class="k">val</span> <span class="n">df</span> <span class="k">=</span> <span class="n">sqlContext</span><span class="o">.</span><span class="n">createDataFrame</span><span class="o">(</span><span class="n">data</span><span class="o">).</span><span class="n">toDF</span><span class="o">(</span><span class="s">&quot;label&quot;</span><span class="o">,</span> <span class="s">&quot;features&quot;</span><span class="o">)</span>
@@ -551,7 +551,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<span class="k">val</span> <span class="n">weights</span> <span class="k">=</span> <span class="n">model</span><span class="o">.</span><span class="n">weights</span>
<span class="c1">// Given a dataset, predict each point&#39;s label, and show the results.</span>
-<span class="n">model</span><span class="o">.</span><span class="n">transform</span><span class="o">(</span><span class="n">df</span><span class="o">).</span><span class="n">show</span><span class="o">()</span></code></pre></figure>
+<span class="n">model</span><span class="o">.</span><span class="n">transform</span><span class="o">(</span><span class="n">df</span><span class="o">).</span><span class="n">show</span><span class="o">()</span></code></pre></div>
</div>
</div>
@@ -559,7 +559,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<div class="tab-pane tab-pane-java">
<div class="code code-tab">
-<figure class="highlight"><pre><code class="language-java" data-lang="java"><span class="c1">// Every record of this DataFrame contains the label and</span>
+<div class="highlight"><pre><code class="language-java" data-lang="java"><span class="c1">// Every record of this DataFrame contains the label and</span>
<span class="c1">// features represented by a vector.</span>
<span class="n">StructType</span> <span class="n">schema</span> <span class="o">=</span> <span class="k">new</span> <span class="nf">StructType</span><span class="o">(</span><span class="k">new</span> <span class="n">StructField</span><span class="o">[]{</span>
<span class="k">new</span> <span class="nf">StructField</span><span class="o">(</span><span class="s">&quot;label&quot;</span><span class="o">,</span> <span class="n">DataTypes</span><span class="o">.</span><span class="na">DoubleType</span><span class="o">,</span> <span class="kc">false</span><span class="o">,</span> <span class="n">Metadata</span><span class="o">.</span><span class="na">empty</span><span class="o">()),</span>
@@ -578,7 +578,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<span class="n">Vector</span> <span class="n">weights</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="na">weights</span><span class="o">();</span>
<span class="c1">// Given a dataset, predict each point&#39;s label, and show the results.</span>
-<span class="n">model</span><span class="o">.</span><span class="na">transform</span><span class="o">(</span><span class="n">df</span><span class="o">).</span><span class="na">show</span><span class="o">();</span></code></pre></figure>
+<span class="n">model</span><span class="o">.</span><span class="na">transform</span><span class="o">(</span><span class="n">df</span><span class="o">).</span><span class="na">show</span><span class="o">();</span></code></pre></div>
</div>
</div>
@@ -601,7 +601,7 @@ We learn to predict the labels from feature vectors using the Logistic Regressio
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/faq.html b/site/faq.html
index 3d263e778..38bb109c0 100644
--- a/site/faq.html
+++ b/site/faq.html
@@ -209,21 +209,14 @@ Spark is a fast and general processing engine compatible with Hadoop data. It ca
<p class="question">Do I need Hadoop to run Spark?</p>
<p class="answer">No, but if you run on a cluster, you will need some form of shared file system (for example, NFS mounted at the same path on each node). If you have this type of filesystem, you can just deploy Spark in standalone mode.</p>
-<p class="question">How can I access data in S3?</p>
-<p class="answer">Use the <code>s3n://</code> URI scheme (<code>s3n://bucket/path</code>). You will also need to set your Amazon security credentials, either by setting the environment variables <code>AWS_ACCESS_KEY_ID</code> and <code>AWS_SECRET_ACCESS_KEY</code> before your program runs, or by setting <code>fs.s3.awsAccessKeyId</code> and <code>fs.s3.awsSecretAccessKey</code> in <code>SparkContext.hadoopConfiguration</code>.</p>
-
<p class="question">Does Spark require modified versions of Scala or Python?</p>
<p class="answer">No. Spark requires no changes to Scala or compiler plugins. The Python API uses the standard CPython implementation, and can call into existing C libraries for Python such as NumPy.</p>
-<p class="question">What are good resources for learning Scala?</p>
-<p class="answer">Check out <a href="http://www.artima.com/scalazine/articles/steps.html">First Steps to Scala</a> for a quick introduction, the <a href="http://www.scala-lang.org/docu/files/ScalaTutorial.pdf">Scala tutorial for Java programmers</a>, or the free online book <a href="http://www.artima.com/pins1ed/">Programming in Scala</a>. Scala is easy to transition to if you have Java experience or experience in a similarly high-level language (e.g. Ruby).</p>
-
-
-<p>In addition, Spark also has <a href="/docs/latest/java-programming-guide.html">Java</a> and <a href="/docs/latest/python-programming-guide.html">Python</a> APIs.</p>
-
<p class="question">I understand Spark Streaming uses micro-batching. Does this increase latency?</p>
-While Spark does use a micro-batch execution model, this does not have much impact on applications, because the batches can be as short as 0.5 seconds. In most applications of streaming big data, the analytics is done over a larger window (say 10 minutes), or the latency to get data in is higher (e.g. sensors collect readings every 10 seconds). The benefit of Spark's micro-batch model is that it enables <a href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf">exactly-once semantics</a>, meaning the system can recover all intermediate state and results on failure.
+<p class="answer">
+While Spark does use a micro-batch execution model, this does not have much impact on applications, because the batches can be as short as 0.5 seconds. In most applications of streaming big data, the analytics is done over a larger window (say 10 minutes), or the latency to get data in is higher (e.g. sensors collect readings every 10 seconds). Spark's model enables <a href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf">exactly-once semantics and consistency</a>, meaning the system gives correct results despite slow nodes or failures.
+</p>
<p class="question">Where can I find high-resolution versions of the Spark logo?</p>
@@ -236,6 +229,18 @@ While Spark does use a micro-batch execution model, this does not have much impa
in all uses of these logos.
</p>
+<p class="question">Can I provide commercial software or services based on Spark?</p>
+
+<p class="answer">
+Yes, as long as you respect the Apache Software Foundation's
+<a href="https://www.apache.org/licenses/">software license</a>
+and <a href="https://www.apache.org/foundation/marks/">trademark policy</a>.
+In particular, note that there are strong restrictions about how third-party products
+use the "Spark" name (names based on Spark are generally not allowed).
+Please also refer to our
+<a href="/trademarks.html">trademark policy summary</a>.
+</p>
+
<p class="question">How can I contribute to Spark?</p>
<p class="answer">See the <a href="https://cwiki.apache.org/confluence/display/SPARK/Contributing+to+Spark">Contributing to Spark wiki</a> for more information.</p>
@@ -251,7 +256,7 @@ While Spark does use a micro-batch execution model, this does not have much impa
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/graphx/index.html b/site/graphx/index.html
index 4ef0894e2..892962227 100644
--- a/site/graphx/index.html
+++ b/site/graphx/index.html
@@ -303,7 +303,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/index.html b/site/index.html
index c33e6b2c9..9b0df71dd 100644
--- a/site/index.html
+++ b/site/index.html
@@ -365,7 +365,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/mailing-lists.html b/site/mailing-lists.html
index 00769c016..d5b78ee8b 100644
--- a/site/mailing-lists.html
+++ b/site/mailing-lists.html
@@ -195,7 +195,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/mllib/index.html b/site/mllib/index.html
index 71a7042f6..08c1d2435 100644
--- a/site/mllib/index.html
+++ b/site/mllib/index.html
@@ -331,7 +331,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/amp-camp-2013-registration-ope.html b/site/news/amp-camp-2013-registration-ope.html
index 51a10bd56..ea9c70236 100644
--- a/site/news/amp-camp-2013-registration-ope.html
+++ b/site/news/amp-camp-2013-registration-ope.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/announcing-the-first-spark-summit.html b/site/news/announcing-the-first-spark-summit.html
index c2d848f92..1d1c1c5ff 100644
--- a/site/news/announcing-the-first-spark-summit.html
+++ b/site/news/announcing-the-first-spark-summit.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/fourth-spark-screencast-published.html b/site/news/fourth-spark-screencast-published.html
index 5f4505d86..783dbc57b 100644
--- a/site/news/fourth-spark-screencast-published.html
+++ b/site/news/fourth-spark-screencast-published.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/index.html b/site/news/index.html
index 9f7582047..0a099ed9d 100644
--- a/site/news/index.html
+++ b/site/news/index.html
@@ -191,6 +191,7 @@
<div class="entry-date">July 26, 2016</div>
</header>
<div class="entry-content"><p>We are happy to announce the availability of <a href="/releases/spark-release-2-0-0.html" title="Spark Release 2.0.0">Spark 2.0.0</a>! Visit the <a href="/releases/spark-release-2-0-0.html" title="Spark Release 2.0.0">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+
</div>
</article>
@@ -210,6 +211,7 @@
<div class="entry-date">June 16, 2016</div>
</header>
<div class="entry-content"><p>Call for presentations is now open for <a href="https://spark-summit.org/eu-2016/">Spark Summit EU</a>! The event will take place on October 25-27 in Brussels. Submissions are welcome across a variety of Spark-related topics, including applications, development, data science, enterprise, spark ecosystem and research. Please submit by July 1 to be considered.</p>
+
</div>
</article>
@@ -229,6 +231,7 @@
<div class="entry-date">April 17, 2016</div>
</header>
<div class="entry-content"><p>The agenda for <a href="https://spark-summit.org/2016/">Spark Summit 2016</a> is now available! The summit kicks off on June 6th with a full day of Spark training followed by over 90+ talks featuring speakers from Airbnb, Baidu, Bloomberg, Databricks, Duke, IBM, Microsoft, Netflix, Uber, UC Berkeley. Check out the full <a href="https://spark-summit.org/2016/schedule/">schedule</a> and <a href="https://spark-summit.org/2016/register/">register</a> to attend!</p>
+
</div>
</article>
@@ -248,6 +251,7 @@
<div class="entry-date">February 11, 2016</div>
</header>
<div class="entry-content"><p>Call for presentations is now open for <a href="https://spark-summit.org/2016/">Spark Summit San Francisco</a>! The event will take place on June 6-8 in San Francisco. Submissions are welcome across a variety of Spark-related topics, including applications, development, data science, business value, spark ecosystem and research. Please submit by February 29th to be considered.</p>
+
</div>
</article>
@@ -257,6 +261,7 @@
<div class="entry-date">January 14, 2016</div>
</header>
<div class="entry-content"><p>The <a href="https://spark-summit.org/east-2016/schedule/">agenda for Spark Summit East</a> is now posted, with 60 talks from organizations including Netflix, Comcast, Blackrock, Bloomberg and others. The 2nd annual Spark Summit East will run February 16-18th in NYC and feature a full program of speakers along with Spark training opportunities. More details are available on the <a href="https://spark-summit.org/east-2016/schedule/">Spark Summit East website</a>, where you can also <a href="http://www.prevalentdesignevents.com/sparksummit2016/east/registration.aspx?source=header">register to attend</a>.</p>
+
</div>
</article>
@@ -279,6 +284,7 @@ With this release the Spark community continues to grow, with contributions from
<div class="entry-date">November 19, 2015</div>
</header>
<div class="entry-content"><p>Call for presentations is closing soon for <a href="https://spark-summit.org/east-2016/">Spark Summit East</a>! The event will take place on February 16th-18th in New York City. Submissions are welcome across a variety of Spark-related topics, including applications, development, data science, enterprise, and research. Please submit by November 22nd to be considered.</p>
+
</div>
</article>
@@ -298,6 +304,7 @@ With this release the Spark community continues to grow, with contributions from
<div class="entry-date">October 14, 2015</div>
</header>
<div class="entry-content"><p>Abstract submissions are now open for the 2nd <a href="https://spark-summit.org/east-2016/">Spark Summit East</a>! The event will take place on February 16th-18th in New York City. Submissions are welcome across a variety of Spark-related topics, including applications, development, data science, enterprise, and research.</p>
+
</div>
</article>
@@ -327,6 +334,7 @@ With this release the Spark community continues to grow, with contributions from
<div class="entry-date">September 7, 2015</div>
</header>
<div class="entry-content"><p>The <a href="http://spark-summit.org/eu-2015/schedule">agenda for Spark Summit Europe</a> is now posted, with 38 talks from organizations including Barclays, Netflix, Elsevier, Intel and others. This inaugural Spark conference in Europe will run October 27th-29th 2015 in Amsterdam and feature a full program of speakers along with Spark training opportunities. More details are available on the <a href="https://spark-summit.org/eu-2015/">Spark Summit Europe website</a>, where you can also <a href="https://www.prevalentdesignevents.com/sparksummit2015/europe/registration.aspx?source=header">register</a> to attend.</p>
+
</div>
</article>
@@ -346,6 +354,7 @@ With this release the Spark community continues to grow, with contributions from
<div class="entry-date">June 29, 2015</div>
</header>
<div class="entry-content"><p>The videos and slides for Spark Summit 2015 are now all <a href="http://spark-summit.org/2015/#day-1">available online</a>! The talks include technical roadmap discussions, deep dives on Spark components, and use cases built on top of Spark.</p>
+
</div>
</article>
@@ -362,7 +371,7 @@ With this release the Spark community continues to grow, with contributions from
<article class="hentry">
<header class="entry-header">
<h3 class="entry-title"><a href="/news/one-month-to-spark-summit-2015.html">One month to Spark Summit 2015 in San Francisco</a></h3>
- <div class="entry-date">May 15, 2015</div>
+ <div class="entry-date">May 14, 2015</div>
</header>
<div class="entry-content"><p>There is one month left until <a href="https://spark-summit.org/2015/">Spark Summit 2015</a>, which
will be held in San Francisco on June 15th to 17th.
@@ -374,9 +383,10 @@ The Summit will contain <a href="https://spark-summit.org/2015/schedule/">presen
<article class="hentry">
<header class="entry-header">
<h3 class="entry-title"><a href="/news/spark-summit-europe.html">Announcing Spark Summit Europe</a></h3>
- <div class="entry-date">May 15, 2015</div>
+ <div class="entry-date">May 14, 2015</div>
</header>
<div class="entry-content"><p>Abstract submissions are now open for the first ever <a href="https://www.prevalentdesignevents.com/sparksummit2015/europe/speaker/">Spark Summit Europe</a>. The event will take place on October 27th to 29th in Amsterdam. Submissions are welcome across a variety of Spark related topics, including use cases and ongoing development.</p>
+
</div>
</article>
@@ -385,7 +395,7 @@ The Summit will contain <a href="https://spark-summit.org/2015/schedule/">presen
<h3 class="entry-title"><a href="/news/spark-summit-east-2015-videos-posted.html">Spark Summit East 2015 Videos Posted</a></h3>
<div class="entry-date">April 20, 2015</div>
</header>
- <div class="entry-content"><p>The videos and slides for Spark Summit East 2015 are now all <a href="http://spark-summit.org/east/2015">available online</a>. Watch them to get the latest news from the Spark community as well as use cases and applications built on top.</p>
+ <div class="entry-content"><p>The videos and slides for Spark Summit East 2015 are now all <a href="http://spark-summit.org/east/2015">available online</a>. Watch them to get the latest news from the Spark community as well as use cases and applications built on top. </p>
</div>
</article>
@@ -395,7 +405,7 @@ The Summit will contain <a href="https://spark-summit.org/2015/schedule/">presen
<h3 class="entry-title"><a href="/news/spark-1-2-2-released.html">Spark 1.2.2 and 1.3.1 released</a></h3>
<div class="entry-date">April 17, 2015</div>
</header>
- <div class="entry-content"><p>We are happy to announce the availability of <a href="/releases/spark-release-1-2-2.html" title="Spark Release 1.2.2">Spark 1.2.2</a> and <a href="/releases/spark-release-1-3-1.html" title="Spark Release 1.3.1">Spark 1.3.1</a>! These are both maintenance releases that collectively feature the work of more than 90 developers.</p>
+ <div class="entry-content"><p>We are happy to announce the availability of <a href="/releases/spark-release-1-2-2.html" title="Spark Release 1.2.2">Spark 1.2.2</a> and <a href="/releases/spark-release-1-3-1.html" title="Spark Release 1.3.1">Spark 1.3.1</a>! These are both maintenance releases that collectively feature the work of more than 90 developers. </p>
</div>
</article>
@@ -507,7 +517,7 @@ The Summit will contain <a href="https://spark-summit.org/2015/schedule/">presen
</header>
<div class="entry-content"><p>We are happy to announce the availability of <a href="/releases/spark-release-0-9-2.html" title="Spark Release 0.9.2">
Spark 0.9.2</a>! Apache Spark 0.9.2 is a maintenance release with bug fixes. We recommend all 0.9.x users to upgrade to this stable release.
-Contributions to this release came from 28 developers.</p>
+Contributions to this release came from 28 developers. </p>
</div>
</article>
@@ -578,7 +588,7 @@ about the latest happenings in Spark.</p>
<div class="entry-content"><p>We are happy to announce the availability of <a href="/releases/spark-release-0-9-1.html" title="Spark Release 0.9.1">
Spark 0.9.1</a>! Apache Spark 0.9.1 is a maintenance release with bug fixes, performance improvements, better stability with YARN and
improved parity of the Scala and Python API. We recommend all 0.9.0 users to upgrade to this stable release.
-Contributions to this release came from 37 developers.</p>
+Contributions to this release came from 37 developers. </p>
</div>
</article>
@@ -626,6 +636,7 @@ hardened YARN support.</p>
<div class="entry-date">December 19, 2013</div>
</header>
<div class="entry-content"><p>We&#8217;ve just posted <a href="/releases/spark-release-0-8-1.html" title="Spark Release 0.8.1">Spark Release 0.8.1</a>, a maintenance and performance release for the Scala 2.9 version of Spark. 0.8.1 includes support for YARN 2.2, a high availability mode for the standalone scheduler, optimizations to the shuffle, and many other improvements. We recommend that all users update to this release. Visit the <a href="/releases/spark-release-0-8-1.html" title="Spark Release 0.8.1">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+
</div>
</article>
@@ -656,6 +667,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">September 25, 2013</div>
</header>
<div class="entry-content"><p>We&#8217;re proud to announce the release of <a href="/releases/spark-release-0-8-0.html" title="Spark Release 0.8.0">Apache Spark 0.8.0</a>. Spark 0.8.0 is a major release that includes many new capabilities and usability improvements. It’s also our first release under the Apache incubator. It is the largest Spark release yet, with contributions from 67 developers and 24 companies. Major new features include an expanded monitoring framework and UI, a machine learning library, and support for running Spark inside of YARN.</p>
+
</div>
</article>
@@ -685,6 +697,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">July 23, 2013</div>
</header>
<div class="entry-content"><p>Want to learn how to use Spark, Shark, GraphX, and related technologies in person? The AMP Lab is hosting a two-day training workshop for them on August 29th and 30th in Berkeley. The workshop will include tutorials, talks from users, and over four hours of hands-on exercises. <a href="http://ampcamp.berkeley.edu/amp-camp-three-berkeley-2013/">Registration is now open on the AMP Camp website</a>, for a price of $250 per person. We recommend signing up early because last year&#8217;s workshop was sold out.</p>
+
</div>
</article>
@@ -705,6 +718,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
</ul>
<p>Most users will probably want the User list, but individuals interested in contributing code to the project should also subscribe to the Dev list.</p>
+
</div>
</article>
@@ -714,6 +728,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">July 16, 2013</div>
</header>
<div class="entry-content"><p>We&#8217;ve just posted <a href="/releases/spark-release-0-7-3.html" title="Spark Release 0.7.3">Spark Release 0.7.3</a>, a maintenance release that contains several fixes, including streaming API updates and new functionality for adding JARs to a <code>spark-shell</code> session. We recommend that all users update to this release. Visit the <a href="/releases/spark-release-0-7-3.html" title="Spark Release 0.7.3">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+
</div>
</article>
@@ -723,6 +738,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">June 21, 2013</div>
</header>
<div class="entry-content"><p>Spark, its creators at the AMP Lab, and some of its users were featured in a <a href="http://www.wired.com/wiredenterprise/2013/06/yahoo-amazon-amplab-spark/all/">Wired Enterprise article</a> a few days ago. Read on to learn a little about how Spark is being used in industry.</p>
+
</div>
</article>
@@ -732,6 +748,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">June 21, 2013</div>
</header>
<div class="entry-content"><p>Spark was recently <a href="http://mail-archives.apache.org/mod_mbox/incubator-general/201306.mbox/%3CCDE7B773.E9A48%25chris.a.mattmann%40jpl.nasa.gov%3E">accepted</a> into the <a href="http://incubator.apache.org">Apache Incubator</a>, which will serve as the long-term home for the project. While moving the source code and issue tracking to Apache will take some time, we are excited to be joining the community at Apache. Stay tuned on this site for updates on how the project hosting will change.</p>
+
</div>
</article>
@@ -741,6 +758,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">June 2, 2013</div>
</header>
<div class="entry-content"><p>We&#8217;re happy to announce the release of <a href="/releases/spark-release-0-7-2.html" title="Spark Release 0.7.2">Spark 0.7.2</a>, a new maintenance release that includes several bug fixes and improvements, as well as new code examples and API features. We recommend that all users update to this release. Head over to the <a href="/releases/spark-release-0-7-2.html" title="Spark Release 0.7.2">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+
</div>
</article>
@@ -756,6 +774,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<p>The second screencast is a 2 minute <a href="/screencasts/2-spark-documentation-overview.html">overview of the Spark documentation</a>.</p>
<p>We hope you find these screencasts useful.</p>
+
</div>
</article>
@@ -765,6 +784,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">March 17, 2013</div>
</header>
<div class="entry-content"><p>At this year&#8217;s <a href="http://strataconf.com/strata2013">Strata</a> conference, the AMP Lab hosted a full day of tutorials on Spark, Shark, and Spark Streaming, including online exercises on Amazon EC2. Those exercises are now <a href="http://ampcamp.berkeley.edu/big-data-mini-course/">available online</a>, letting you learn Spark and Shark at your own pace on an EC2 cluster with real data. They are a great resource for learning the systems. You can also find <a href="http://ampcamp.berkeley.edu/amp-camp-two-strata-2013/">slides</a> from the Strata tutorials online, as well as <a href="http://ampcamp.berkeley.edu/amp-camp-one-berkeley-2012/">videos</a> from the AMP Camp workshop we held at Berkeley in August.</p>
+
</div>
</article>
@@ -774,6 +794,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">February 27, 2013</div>
</header>
<div class="entry-content"><p>We&#8217;re proud to announce the release of <a href="/releases/spark-release-0-7-0.html" title="Spark Release 0.7.0">Spark 0.7.0</a>, a new major version of Spark that adds several key features, including a <a href="/docs/latest/python-programming-guide.html">Python API</a> for Spark and an <a href="/docs/latest/streaming-programming-guide.html">alpha of Spark Streaming</a>. This release is the result of the largest group of contributors yet behind a Spark release &#8211; 31 contributors from inside and outside Berkeley. Head over to the <a href="/releases/spark-release-0-7-0.html" title="Spark Release 0.7.0">release notes</a> to read more about the new features, or <a href="/downloads.html">download</a> the release today.</p>
+
</div>
</article>
@@ -783,6 +804,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">February 24, 2013</div>
</header>
<div class="entry-content"><p>This weekend, Amazon posted an <a href="http://aws.amazon.com/articles/Elastic-MapReduce/4926593393724923">article</a> and code that make it easy to launch Spark and Shark on Elastic MapReduce. The article includes examples of how to run both interactive Scala commands and SQL queries from Shark on data in S3. Head over to the <a href="http://aws.amazon.com/articles/Elastic-MapReduce/4926593393724923">Amazon article</a> for details. We&#8217;re very excited because, to our knowledge, this makes Spark the first non-Hadoop engine that you can launch with EMR.</p>
+
</div>
</article>
@@ -792,6 +814,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">February 7, 2013</div>
</header>
<div class="entry-content"><p>We recently released <a href="/releases/spark-release-0-6-2.html" title="Spark Release 0.6.2">Spark 0.6.2</a>, a new version of Spark. This is a maintenance release that includes several bug fixes and usability improvements (see the <a href="/releases/spark-release-0-6-2.html" title="Spark Release 0.6.2">release notes</a>). We recommend that all users upgrade to this release.</p>
+
</div>
</article>
@@ -806,6 +829,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<li><a href="http://blog.quantifind.com/posts/logging-post/">Configuring Spark's logs</a></li>
</ul>
<p>Thanks for sharing this, and looking forward to see others!</p>
+
</div>
</article>
@@ -815,6 +839,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">December 21, 2012</div>
</header>
<div class="entry-content"><p>On December 18th, we held the first of a series of Spark development meetups, for people interested in learning the Spark codebase and contributing to the project. There was quite a bit more demand than we anticipated, with over 80 people signing up and 64 attending. The first meetup was an <a href="http://www.meetup.com/spark-users/events/94101942/">introduction to Spark internals</a>. Thanks to one of the attendees, there&#8217;s now a <a href="http://www.youtube.com/watch?v=49Hr5xZyTEA">video of the meetup</a> on YouTube. We&#8217;ve also posted the <a href="http://files.meetup.com/3138542/dev-meetup-dec-2012.pptx">slides</a>. Look to see more development meetups on Spark and Shark in the future.</p>
+
</div>
</article>
@@ -833,7 +858,8 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<li><a href="http://data-informed.com/spark-an-open-source-engine-for-iterative-data-mining/">DataInformed</a> interviewed two Spark users and wrote about their applications in anomaly detection, predictive analytics and data mining.</li>
</ul>
-<p>In other news, there will be a full day of tutorials on Spark and Shark at the <a href="http://strataconf.com/strata2013">O&#8217;Reilly Strata conference</a> in February. They include a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27438">introduction to Spark, Shark and BDAS</a> Tuesday morning, and a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27440">hands-on exercise session</a>.</p>
+<p>In other news, there will be a full day of tutorials on Spark and Shark at the <a href="http://strataconf.com/strata2013">O&#8217;Reilly Strata conference</a> in February. They include a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27438">introduction to Spark, Shark and BDAS</a> Tuesday morning, and a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27440">hands-on exercise session</a>. </p>
+
</div>
</article>
@@ -843,6 +869,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">November 22, 2012</div>
</header>
<div class="entry-content"><p>Today we&#8217;ve made available two maintenance releases for Spark: <a href="/releases/spark-release-0-6-1.html" title="Spark Release 0.6.1">0.6.1</a> and <a href="/releases/spark-release-0-5-2.html" title="Spark Release 0.5.2">0.5.2</a>. They both contain important bug fixes as well as some new features, such as the ability to build against Hadoop 2 distributions. We recommend that users update to the latest version for their branch; for new users, we recommend <a href="/releases/spark-release-0-6-1.html" title="Spark Release 0.6.1">0.6.1</a>.</p>
+
</div>
</article>
@@ -852,6 +879,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">October 15, 2012</div>
</header>
<div class="entry-content"><p><a href="/releases/spark-release-0-6-0.html">Spark version 0.6.0</a> was released today, a major release that brings a wide range of performance improvements and new features, including a simpler standalone deploy mode and a Java API. Read more about it in the <a href="/releases/spark-release-0-6-0.html">release notes</a>.</p>
+
</div>
</article>
@@ -861,6 +889,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">April 25, 2012</div>
</header>
<div class="entry-content"><p>Our <a href="http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf">paper on Spark</a> won the Best Paper Award at the <a href="http://www.usenix.org/nsdi12/">USENIX NSDI conference</a>. You can see a video of the talk, as well as slides, online on the <a href="https://www.usenix.org/conference/nsdi12/resilient-distributed-datasets-fault-tolerant-abstraction-memory-cluster-computing">NSDI website</a>.</p>
+
</div>
</article>
@@ -870,6 +899,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<div class="entry-date">January 10, 2012</div>
</header>
<div class="entry-content"><p>We&#8217;ve started hosting a regular <a href="http://www.meetup.com/spark-users/">Bay Area Spark User Meetup</a>. Sign up on the meetup.com page to be notified about events and meet other Spark developers and users.</p>
+
</div>
</article>
@@ -881,7 +911,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/nsdi-paper.html b/site/news/nsdi-paper.html
index 400c4375e..cd4f693a6 100644
--- a/site/news/nsdi-paper.html
+++ b/site/news/nsdi-paper.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/one-month-to-spark-summit-2015.html b/site/news/one-month-to-spark-summit-2015.html
index 512b46715..6bad0e305 100644
--- a/site/news/one-month-to-spark-summit-2015.html
+++ b/site/news/one-month-to-spark-summit-2015.html
@@ -207,7 +207,7 @@ online to attend in person. We hope you enjoy the event!</p>
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/proposals-open-for-spark-summit-east.html b/site/news/proposals-open-for-spark-summit-east.html
index e97acf384..ccbe14162 100644
--- a/site/news/proposals-open-for-spark-summit-east.html
+++ b/site/news/proposals-open-for-spark-summit-east.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/registration-open-for-spark-summit-east.html b/site/news/registration-open-for-spark-summit-east.html
index 4799c3487..052d5662d 100644
--- a/site/news/registration-open-for-spark-summit-east.html
+++ b/site/news/registration-open-for-spark-summit-east.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/run-spark-and-shark-on-amazon-emr.html b/site/news/run-spark-and-shark-on-amazon-emr.html
index 50021657f..45382d1c7 100644
--- a/site/news/run-spark-and-shark-on-amazon-emr.html
+++ b/site/news/run-spark-and-shark-on-amazon-emr.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-6-1-and-0-5-2-released.html b/site/news/spark-0-6-1-and-0-5-2-released.html
index ff07bea65..6feaaeeb7 100644
--- a/site/news/spark-0-6-1-and-0-5-2-released.html
+++ b/site/news/spark-0-6-1-and-0-5-2-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-6-2-released.html b/site/news/spark-0-6-2-released.html
index 9409b11c4..6a6411d0c 100644
--- a/site/news/spark-0-6-2-released.html
+++ b/site/news/spark-0-6-2-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-7-0-released.html b/site/news/spark-0-7-0-released.html
index c87c10ed7..9048e3d7b 100644
--- a/site/news/spark-0-7-0-released.html
+++ b/site/news/spark-0-7-0-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-7-2-released.html b/site/news/spark-0-7-2-released.html
index 00a452623..ec7302f34 100644
--- a/site/news/spark-0-7-2-released.html
+++ b/site/news/spark-0-7-2-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-7-3-released.html b/site/news/spark-0-7-3-released.html
index c5fb3afda..40dde2ee2 100644
--- a/site/news/spark-0-7-3-released.html
+++ b/site/news/spark-0-7-3-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-8-0-released.html b/site/news/spark-0-8-0-released.html
index 404933b0b..2a46631e7 100644
--- a/site/news/spark-0-8-0-released.html
+++ b/site/news/spark-0-8-0-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-8-1-released.html b/site/news/spark-0-8-1-released.html
index 28ca1dcf8..996657b13 100644
--- a/site/news/spark-0-8-1-released.html
+++ b/site/news/spark-0-8-1-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-9-0-released.html b/site/news/spark-0-9-0-released.html
index 6e08a0b16..eced72424 100644
--- a/site/news/spark-0-9-0-released.html
+++ b/site/news/spark-0-9-0-released.html
@@ -208,7 +208,7 @@ to read about the new features, or <a href="/downloads.html">download</a> the re
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-9-1-released.html b/site/news/spark-0-9-1-released.html
index 366609d14..a803728e7 100644
--- a/site/news/spark-0-9-1-released.html
+++ b/site/news/spark-0-9-1-released.html
@@ -189,7 +189,7 @@
<p>We are happy to announce the availability of <a href="/releases/spark-release-0-9-1.html" title="Spark Release 0.9.1">
Spark 0.9.1</a>! Apache Spark 0.9.1 is a maintenance release with bug fixes, performance improvements, better stability with YARN and
improved parity of the Scala and Python API. We recommend all 0.9.0 users to upgrade to this stable release.
-Contributions to this release came from 37 developers.</p>
+Contributions to this release came from 37 developers. </p>
<p>Visit the <a href="/releases/spark-release-0-9-1.html" title="Spark Release 0.9.1">release notes</a>
to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
@@ -207,7 +207,7 @@ to read about the new features, or <a href="/downloads.html">download</a> the re
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-0-9-2-released.html b/site/news/spark-0-9-2-released.html
index f2a125e99..748344169 100644
--- a/site/news/spark-0-9-2-released.html
+++ b/site/news/spark-0-9-2-released.html
@@ -188,7 +188,7 @@
<p>We are happy to announce the availability of <a href="/releases/spark-release-0-9-2.html" title="Spark Release 0.9.2">
Spark 0.9.2</a>! Apache Spark 0.9.2 is a maintenance release with bug fixes. We recommend all 0.9.x users to upgrade to this stable release.
-Contributions to this release came from 28 developers.</p>
+Contributions to this release came from 28 developers. </p>
<p>Visit the <a href="/releases/spark-release-0-9-2.html" title="Spark Release 0.9.2">release notes</a>
to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
@@ -206,7 +206,7 @@ to read about the new features, or <a href="/downloads.html">download</a> the re
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-0-0-released.html b/site/news/spark-1-0-0-released.html
index 415c6d67b..e2ba3c17a 100644
--- a/site/news/spark-1-0-0-released.html
+++ b/site/news/spark-1-0-0-released.html
@@ -204,7 +204,7 @@ This release expands Spark&#8217;s standard libraries, introducing a new SQL pac
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-0-1-released.html b/site/news/spark-1-0-1-released.html
index c39c51722..3363a640a 100644
--- a/site/news/spark-1-0-1-released.html
+++ b/site/news/spark-1-0-1-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-0-2-released.html b/site/news/spark-1-0-2-released.html
index dbf4843d2..f9c4a5e58 100644
--- a/site/news/spark-1-0-2-released.html
+++ b/site/news/spark-1-0-2-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-1-0-released.html b/site/news/spark-1-1-0-released.html
index db596e40e..5733ef26e 100644
--- a/site/news/spark-1-1-0-released.html
+++ b/site/news/spark-1-1-0-released.html
@@ -188,7 +188,7 @@
<p>We are happy to announce the availability of <a href="/releases/spark-release-1-1-0.html" title="Spark Release 1.1.0">Spark 1.1.0</a>! Spark 1.1.0 is the second release on the API-compatible 1.X line. It is Spark&#8217;s largest release ever, with contributions from 171 developers!</p>
-<p>This release brings operational and performance improvements in Spark core including a new implementation of the Spark shuffle designed for very large scale workloads. Spark 1.1 adds significant extensions to the newest Spark modules, MLlib and Spark SQL. Spark SQL introduces a JDBC server, byte code generation for fast expression evaluation, a public types API, JSON support, and other features and optimizations. MLlib introduces a new statistics libary along with several new algorithms and optimizations. Spark 1.1 also builds out Spark’s Python support and adds new components to the Spark Streaming module.</p>
+<p>This release brings operational and performance improvements in Spark core including a new implementation of the Spark shuffle designed for very large scale workloads. Spark 1.1 adds significant extensions to the newest Spark modules, MLlib and Spark SQL. Spark SQL introduces a JDBC server, byte code generation for fast expression evaluation, a public types API, JSON support, and other features and optimizations. MLlib introduces a new statistics libary along with several new algorithms and optimizations. Spark 1.1 also builds out Spark’s Python support and adds new components to the Spark Streaming module. </p>
<p>Visit the <a href="/releases/spark-release-1-1-0.html" title="Spark Release 1.1.0">release notes</a> to read about the new features, or <a href="/downloads.html">download</a> the release today.</p>
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-1-1-released.html b/site/news/spark-1-1-1-released.html
index 49688eed5..f3e42615f 100644
--- a/site/news/spark-1-1-1-released.html
+++ b/site/news/spark-1-1-1-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-2-0-released.html b/site/news/spark-1-2-0-released.html
index 293753668..76c382d9b 100644
--- a/site/news/spark-1-2-0-released.html
+++ b/site/news/spark-1-2-0-released.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-2-1-released.html b/site/news/spark-1-2-1-released.html
index 70f715298..3662b1ec5 100644
--- a/site/news/spark-1-2-1-released.html
+++ b/site/news/spark-1-2-1-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-2-2-released.html b/site/news/spark-1-2-2-released.html
index ca2742d16..edd221378 100644
--- a/site/news/spark-1-2-2-released.html
+++ b/site/news/spark-1-2-2-released.html
@@ -186,7 +186,7 @@
<h2>Spark 1.2.2 and 1.3.1 released</h2>
-<p>We are happy to announce the availability of <a href="/releases/spark-release-1-2-2.html" title="Spark Release 1.2.2">Spark 1.2.2</a> and <a href="/releases/spark-release-1-3-1.html" title="Spark Release 1.3.1">Spark 1.3.1</a>! These are both maintenance releases that collectively feature the work of more than 90 developers.</p>
+<p>We are happy to announce the availability of <a href="/releases/spark-release-1-2-2.html" title="Spark Release 1.2.2">Spark 1.2.2</a> and <a href="/releases/spark-release-1-3-1.html" title="Spark Release 1.3.1">Spark 1.3.1</a>! These are both maintenance releases that collectively feature the work of more than 90 developers. </p>
<p>To download either release, visit the <a href="/downloads.html">downloads</a> page.</p>
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-3-0-released.html b/site/news/spark-1-3-0-released.html
index 2a9c9e9bd..c05a737f7 100644
--- a/site/news/spark-1-3-0-released.html
+++ b/site/news/spark-1-3-0-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-4-0-released.html b/site/news/spark-1-4-0-released.html
index 20cc7ce89..015809e0f 100644
--- a/site/news/spark-1-4-0-released.html
+++ b/site/news/spark-1-4-0-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-4-1-released.html b/site/news/spark-1-4-1-released.html
index d55de1289..71057d7cd 100644
--- a/site/news/spark-1-4-1-released.html
+++ b/site/news/spark-1-4-1-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-5-0-released.html b/site/news/spark-1-5-0-released.html
index a1e112658..74a63b443 100644
--- a/site/news/spark-1-5-0-released.html
+++ b/site/news/spark-1-5-0-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-5-1-released.html b/site/news/spark-1-5-1-released.html
index c1ae7549c..c97d7b2ec 100644
--- a/site/news/spark-1-5-1-released.html
+++ b/site/news/spark-1-5-1-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-5-2-released.html b/site/news/spark-1-5-2-released.html
index c944029df..668395677 100644
--- a/site/news/spark-1-5-2-released.html
+++ b/site/news/spark-1-5-2-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-6-0-released.html b/site/news/spark-1-6-0-released.html
index 2aca27d6d..fa6b176e4 100644
--- a/site/news/spark-1-6-0-released.html
+++ b/site/news/spark-1-6-0-released.html
@@ -207,7 +207,7 @@ to read about the new features, or <a href="/downloads.html">download</a> the re
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-6-1-released.html b/site/news/spark-1-6-1-released.html
index 5645cee69..b9db45d2c 100644
--- a/site/news/spark-1-6-1-released.html
+++ b/site/news/spark-1-6-1-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-1-6-2-released.html b/site/news/spark-1-6-2-released.html
index 17e811d07..fea5afd51 100644
--- a/site/news/spark-1-6-2-released.html
+++ b/site/news/spark-1-6-2-released.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-2-0-0-released.html b/site/news/spark-2-0-0-released.html
index e10a1ae54..dff0b0a2e 100644
--- a/site/news/spark-2-0-0-released.html
+++ b/site/news/spark-2-0-0-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-2.0.0-preview.html b/site/news/spark-2.0.0-preview.html
index 1c37abd41..b369eb27a 100644
--- a/site/news/spark-2.0.0-preview.html
+++ b/site/news/spark-2.0.0-preview.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-accepted-into-apache-incubator.html b/site/news/spark-accepted-into-apache-incubator.html
index e6f169484..659ab4d77 100644
--- a/site/news/spark-accepted-into-apache-incubator.html
+++ b/site/news/spark-accepted-into-apache-incubator.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-and-shark-in-the-news.html b/site/news/spark-and-shark-in-the-news.html
index 97c8e1ed3..74869ebd1 100644
--- a/site/news/spark-and-shark-in-the-news.html
+++ b/site/news/spark-and-shark-in-the-news.html
@@ -196,7 +196,7 @@
<li><a href="http://data-informed.com/spark-an-open-source-engine-for-iterative-data-mining/">DataInformed</a> interviewed two Spark users and wrote about their applications in anomaly detection, predictive analytics and data mining.</li>
</ul>
-<p>In other news, there will be a full day of tutorials on Spark and Shark at the <a href="http://strataconf.com/strata2013">O&#8217;Reilly Strata conference</a> in February. They include a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27438">introduction to Spark, Shark and BDAS</a> Tuesday morning, and a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27440">hands-on exercise session</a>.</p>
+<p>In other news, there will be a full day of tutorials on Spark and Shark at the <a href="http://strataconf.com/strata2013">O&#8217;Reilly Strata conference</a> in February. They include a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27438">introduction to Spark, Shark and BDAS</a> Tuesday morning, and a three-hour <a href="http://strataconf.com/strata2013/public/schedule/detail/27440">hands-on exercise session</a>. </p>
<p>
@@ -211,7 +211,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-becomes-tlp.html b/site/news/spark-becomes-tlp.html
index bd5e809d8..d7407853f 100644
--- a/site/news/spark-becomes-tlp.html
+++ b/site/news/spark-becomes-tlp.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-featured-in-wired.html b/site/news/spark-featured-in-wired.html
index 6e36d3eb1..cc04d91c4 100644
--- a/site/news/spark-featured-in-wired.html
+++ b/site/news/spark-featured-in-wired.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-mailing-lists-moving-to-apache.html b/site/news/spark-mailing-lists-moving-to-apache.html
index 2fe65f0b4..548aaba60 100644
--- a/site/news/spark-mailing-lists-moving-to-apache.html
+++ b/site/news/spark-mailing-lists-moving-to-apache.html
@@ -212,7 +212,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-meetups.html b/site/news/spark-meetups.html
index ff98cee3b..4e4a4c476 100644
--- a/site/news/spark-meetups.html
+++ b/site/news/spark-meetups.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-screencasts-published.html b/site/news/spark-screencasts-published.html
index 48f9ed51e..56441f34e 100644
--- a/site/news/spark-screencasts-published.html
+++ b/site/news/spark-screencasts-published.html
@@ -207,7 +207,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-2013-is-a-wrap.html b/site/news/spark-summit-2013-is-a-wrap.html
index 92d0f2b7d..98f682916 100644
--- a/site/news/spark-summit-2013-is-a-wrap.html
+++ b/site/news/spark-summit-2013-is-a-wrap.html
@@ -207,7 +207,7 @@ Over 450 Spark developers and enthusiasts from 13 countries and more than 180 co
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-2014-videos-posted.html b/site/news/spark-summit-2014-videos-posted.html
index d41538e19..330a3b27b 100644
--- a/site/news/spark-summit-2014-videos-posted.html
+++ b/site/news/spark-summit-2014-videos-posted.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-2015-videos-posted.html b/site/news/spark-summit-2015-videos-posted.html
index fecb532dd..5e33ce56f 100644
--- a/site/news/spark-summit-2015-videos-posted.html
+++ b/site/news/spark-summit-2015-videos-posted.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-agenda-posted.html b/site/news/spark-summit-agenda-posted.html
index 856757ffa..3908feb2d 100644
--- a/site/news/spark-summit-agenda-posted.html
+++ b/site/news/spark-summit-agenda-posted.html
@@ -209,7 +209,7 @@ about the latest happenings in Spark.</p>
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-east-2015-videos-posted.html b/site/news/spark-summit-east-2015-videos-posted.html
index 22de78966..4d237eff9 100644
--- a/site/news/spark-summit-east-2015-videos-posted.html
+++ b/site/news/spark-summit-east-2015-videos-posted.html
@@ -186,7 +186,7 @@
<h2>Spark Summit East 2015 Videos Posted</h2>
-<p>The videos and slides for Spark Summit East 2015 are now all <a href="http://spark-summit.org/east/2015">available online</a>. Watch them to get the latest news from the Spark community as well as use cases and applications built on top.</p>
+<p>The videos and slides for Spark Summit East 2015 are now all <a href="http://spark-summit.org/east/2015">available online</a>. Watch them to get the latest news from the Spark community as well as use cases and applications built on top. </p>
<p>If you like what you see, consider joining us at the <a href="http://spark-summit.org/2015/agenda">2015 Spark Summit</a> in San Francisco.</p>
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-east-2016-cfp-closing.html b/site/news/spark-summit-east-2016-cfp-closing.html
index a3c11058d..87ae009f4 100644
--- a/site/news/spark-summit-east-2016-cfp-closing.html
+++ b/site/news/spark-summit-east-2016-cfp-closing.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-east-agenda-posted.html b/site/news/spark-summit-east-agenda-posted.html
index 716b96e91..f1cbd4f67 100644
--- a/site/news/spark-summit-east-agenda-posted.html
+++ b/site/news/spark-summit-east-agenda-posted.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-europe-agenda-posted.html b/site/news/spark-summit-europe-agenda-posted.html
index 5ce9ba006..3dd48ab05 100644
--- a/site/news/spark-summit-europe-agenda-posted.html
+++ b/site/news/spark-summit-europe-agenda-posted.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-europe.html b/site/news/spark-summit-europe.html
index b9d774ea4..1514470d0 100644
--- a/site/news/spark-summit-europe.html
+++ b/site/news/spark-summit-europe.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-summit-june-2016-agenda-posted.html b/site/news/spark-summit-june-2016-agenda-posted.html
index 70efee00c..fae269dae 100644
--- a/site/news/spark-summit-june-2016-agenda-posted.html
+++ b/site/news/spark-summit-june-2016-agenda-posted.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-tips-from-quantifind.html b/site/news/spark-tips-from-quantifind.html
index ec5a6d555..0482877e0 100644
--- a/site/news/spark-tips-from-quantifind.html
+++ b/site/news/spark-tips-from-quantifind.html
@@ -206,7 +206,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-user-survey-and-powered-by-page.html b/site/news/spark-user-survey-and-powered-by-page.html
index b3780f5e1..f2fd81500 100644
--- a/site/news/spark-user-survey-and-powered-by-page.html
+++ b/site/news/spark-user-survey-and-powered-by-page.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-version-0-6-0-released.html b/site/news/spark-version-0-6-0-released.html
index 344b465a3..873268a87 100644
--- a/site/news/spark-version-0-6-0-released.html
+++ b/site/news/spark-version-0-6-0-released.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html b/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
index 072332114..0b83cab0d 100644
--- a/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
+++ b/site/news/spark-wins-daytona-gray-sort-100tb-benchmark.html
@@ -207,7 +207,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/strata-exercises-now-available-online.html b/site/news/strata-exercises-now-available-online.html
index b5915cd1d..1b7fd2573 100644
--- a/site/news/strata-exercises-now-available-online.html
+++ b/site/news/strata-exercises-now-available-online.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/submit-talks-to-spark-summit-2014.html b/site/news/submit-talks-to-spark-summit-2014.html
index 862739e8f..bc9b2e7b5 100644
--- a/site/news/submit-talks-to-spark-summit-2014.html
+++ b/site/news/submit-talks-to-spark-summit-2014.html
@@ -210,7 +210,7 @@ on Spark.</p>
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/submit-talks-to-spark-summit-2016.html b/site/news/submit-talks-to-spark-summit-2016.html
index ed3809bfe..fcee04150 100644
--- a/site/news/submit-talks-to-spark-summit-2016.html
+++ b/site/news/submit-talks-to-spark-summit-2016.html
@@ -202,7 +202,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/submit-talks-to-spark-summit-east-2016.html b/site/news/submit-talks-to-spark-summit-east-2016.html
index ba30d50fb..a5ad0d8f8 100644
--- a/site/news/submit-talks-to-spark-summit-east-2016.html
+++ b/site/news/submit-talks-to-spark-summit-east-2016.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/submit-talks-to-spark-summit-eu-2016.html b/site/news/submit-talks-to-spark-summit-eu-2016.html
index 4a6ff3782..084bec455 100644
--- a/site/news/submit-talks-to-spark-summit-eu-2016.html
+++ b/site/news/submit-talks-to-spark-summit-eu-2016.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/two-weeks-to-spark-summit-2014.html b/site/news/two-weeks-to-spark-summit-2014.html
index 9354fb316..e641f0837 100644
--- a/site/news/two-weeks-to-spark-summit-2014.html
+++ b/site/news/two-weeks-to-spark-summit-2014.html
@@ -211,7 +211,7 @@ online to attend in person. Otherwise, the Summit will offer a free live video s
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/news/video-from-first-spark-development-meetup.html b/site/news/video-from-first-spark-development-meetup.html
index d0070a7b2..7c797b4ec 100644
--- a/site/news/video-from-first-spark-development-meetup.html
+++ b/site/news/video-from-first-spark-development-meetup.html
@@ -201,7 +201,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-3.html b/site/releases/spark-release-0-3.html
index f09bf6b51..add3e10e5 100644
--- a/site/releases/spark-release-0-3.html
+++ b/site/releases/spark-release-0-3.html
@@ -252,7 +252,7 @@ squares.saveAsSequenceFile(<span class="string">"hdfs://..."</span>)
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-5-0.html b/site/releases/spark-release-0-5-0.html
index 2d8d27f3d..54500a86d 100644
--- a/site/releases/spark-release-0-5-0.html
+++ b/site/releases/spark-release-0-5-0.html
@@ -224,7 +224,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-5-1.html b/site/releases/spark-release-0-5-1.html
index 03f38ce87..f9e239224 100644
--- a/site/releases/spark-release-0-5-1.html
+++ b/site/releases/spark-release-0-5-1.html
@@ -234,7 +234,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-5-2.html b/site/releases/spark-release-0-5-2.html
index 5709680f8..33da64481 100644
--- a/site/releases/spark-release-0-5-2.html
+++ b/site/releases/spark-release-0-5-2.html
@@ -203,7 +203,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-6-0.html b/site/releases/spark-release-0-6-0.html
index 6636ef1fd..eedd8a813 100644
--- a/site/releases/spark-release-0-6-0.html
+++ b/site/releases/spark-release-0-6-0.html
@@ -278,7 +278,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-6-1.html b/site/releases/spark-release-0-6-1.html
index 3861c9e6b..4804b93c7 100644
--- a/site/releases/spark-release-0-6-1.html
+++ b/site/releases/spark-release-0-6-1.html
@@ -218,7 +218,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-6-2.html b/site/releases/spark-release-0-6-2.html
index c5c0bd9d8..b811390a2 100644
--- a/site/releases/spark-release-0-6-2.html
+++ b/site/releases/spark-release-0-6-2.html
@@ -231,7 +231,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-7-0.html b/site/releases/spark-release-0-7-0.html
index 707e3adb2..580e8fc73 100644
--- a/site/releases/spark-release-0-7-0.html
+++ b/site/releases/spark-release-0-7-0.html
@@ -300,7 +300,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-7-2.html b/site/releases/spark-release-0-7-2.html
index a534c721f..a565741d1 100644
--- a/site/releases/spark-release-0-7-2.html
+++ b/site/releases/spark-release-0-7-2.html
@@ -242,7 +242,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-7-3.html b/site/releases/spark-release-0-7-3.html
index 884aa6fd4..2d6ae7307 100644
--- a/site/releases/spark-release-0-7-3.html
+++ b/site/releases/spark-release-0-7-3.html
@@ -236,7 +236,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-8-0.html b/site/releases/spark-release-0-8-0.html
index b33e71f80..9815cfea9 100644
--- a/site/releases/spark-release-0-8-0.html
+++ b/site/releases/spark-release-0-8-0.html
@@ -210,13 +210,13 @@
<p>Spark’s internal job scheduler has been refactored and extended to include more sophisticated scheduling policies. In particular, a <a href="http://spark.incubator.apache.org/docs/0.8.0/job-scheduling.html#scheduling-within-an-application">fair scheduler</a> implementation now allows multiple users to share an instance of Spark, which helps users running shorter jobs to achieve good performance, even when longer-running jobs are running in parallel. Support for topology-aware scheduling has been extended, including the ability to take into account rack locality and support for multiple executors on a single machine.</p>
<h3 id="easier-deployment-and-linking">Easier Deployment and Linking</h3>
-<p>User programs can now link to Spark no matter which Hadoop version they need, without having to publish a version of <code>spark-core</code> specifically for that Hadoop version. An explanation of how to link against different Hadoop versions is provided <a href="http://spark.incubator.apache.org/docs/0.8.0/scala-programming-guide.html#linking-with-spark">here</a>.</p>
+<p>User programs can now link to Spark no matter which Hadoop version they need, without having to publish a version of <code>spark-core</code> specifically for that Hadoop version. An explanation of how to link against different Hadoop versions is provided <a href="http://spark.incubator.apache.org/docs/0.8.0/scala-programming-guide.html#linking-with-spark">here</a>. </p>
<h3 id="expanded-ec2-capabilities">Expanded EC2 Capabilities</h3>
<p>Spark’s EC2 scripts now support launching in any availability zone. Support has also been added for EC2 instance types which use the newer “HVM†architecture. This includes the cluster compute (cc1/cc2) family of instance types. We’ve also added support for running newer versions of HDFS alongside Spark. Finally, we’ve added the ability to launch clusters with maintenance releases of Spark in addition to launching the newest release.</p>
<h3 id="improved-documentation">Improved Documentation</h3>
-<p>This release adds documentation about cluster hardware provisioning and inter-operation with common Hadoop distributions. Docs are also included to cover the MLlib machine learning functions and new cluster monitoring features. Existing documentation has been updated to reflect changes in building and deploying Spark.</p>
+<p>This release adds documentation about cluster hardware provisioning and inter-operation with common Hadoop distributions. Docs are also included to cover the MLlib machine learning functions and new cluster monitoring features. Existing documentation has been updated to reflect changes in building and deploying Spark. </p>
<h3 id="other-improvements">Other Improvements</h3>
<ul>
@@ -331,7 +331,7 @@ We’d especially like to thank Patrick Wendell for acting as the release manage
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-8-1.html b/site/releases/spark-release-0-8-1.html
index ad1bd3cec..8c93ac72b 100644
--- a/site/releases/spark-release-0-8-1.html
+++ b/site/releases/spark-release-0-8-1.html
@@ -295,7 +295,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-9-0.html b/site/releases/spark-release-0-9-0.html
index 4c7eda2c9..beff7a554 100644
--- a/site/releases/spark-release-0-9-0.html
+++ b/site/releases/spark-release-0-9-0.html
@@ -389,7 +389,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-9-1.html b/site/releases/spark-release-0-9-1.html
index 60766b3eb..386b37200 100644
--- a/site/releases/spark-release-0-9-1.html
+++ b/site/releases/spark-release-0-9-1.html
@@ -201,9 +201,9 @@
<li>Fixed hash collision bug in external spilling [<a href="https://issues.apache.org/jira/browse/SPARK-1113">SPARK-1113</a>]</li>
<li>Fixed conflict with Spark’s log4j for users relying on other logging backends [<a href="https://issues.apache.org/jira/browse/SPARK-1190">SPARK-1190</a>]</li>
<li>Fixed Graphx missing from Spark assembly jar in maven builds</li>
- <li>Fixed silent failures due to map output status exceeding Akka frame size [<a href="https://issues.apache.org/jira/browse/SPARK-1244">SPARK-1244</a>]</li>
- <li>Removed Spark’s unnecessary direct dependency on ASM [<a href="https://issues.apache.org/jira/browse/SPARK-782">SPARK-782</a>]</li>
- <li>Removed metrics-ganglia from default build due to LGPL license conflict [<a href="https://issues.apache.org/jira/browse/SPARK-1167">SPARK-1167</a>]</li>
+ <li>Fixed silent failures due to map output status exceeding Akka frame size [<a href="https://issues.apache.org/jira/browse/SPARK-1244">SPARK-1244</a>] </li>
+ <li>Removed Spark’s unnecessary direct dependency on ASM [<a href="https://issues.apache.org/jira/browse/SPARK-782">SPARK-782</a>] </li>
+ <li>Removed metrics-ganglia from default build due to LGPL license conflict [<a href="https://issues.apache.org/jira/browse/SPARK-1167">SPARK-1167</a>] </li>
<li>Fixed bug in distribution tarball not containing spark assembly jar [<a href="https://issues.apache.org/jira/browse/SPARK-1184">SPARK-1184</a>]</li>
<li>Fixed bug causing infinite NullPointerException failures due to a null in map output locations [<a href="https://issues.apache.org/jira/browse/SPARK-1124">SPARK-1124</a>]</li>
<li>Fixed bugs in post-job cleanup of scheduler’s data structures</li>
@@ -219,7 +219,7 @@
<li>Fixed bug making Spark application stall when YARN registration fails [<a href="https://issues.apache.org/jira/browse/SPARK-1032">SPARK-1032</a>]</li>
<li>Race condition in getting HDFS delegation tokens in yarn-client mode [<a href="https://issues.apache.org/jira/browse/SPARK-1203">SPARK-1203</a>]</li>
<li>Fixed bug in yarn-client mode not exiting properly [<a href="https://issues.apache.org/jira/browse/SPARK-1049">SPARK-1049</a>]</li>
- <li>Fixed regression bug in ADD_JAR environment variable not correctly adding custom jars [<a href="https://issues.apache.org/jira/browse/SPARK-1089">SPARK-1089</a>]</li>
+ <li>Fixed regression bug in ADD_JAR environment variable not correctly adding custom jars [<a href="https://issues.apache.org/jira/browse/SPARK-1089">SPARK-1089</a>] </li>
</ul>
<h3 id="improvements-to-other-deployment-scenarios">Improvements to other deployment scenarios</h3>
@@ -230,19 +230,19 @@
<h3 id="optimizations-to-mllib">Optimizations to MLLib</h3>
<ul>
- <li>Optimized memory usage of ALS [<a href="https://issues.apache.org/jira/browse/MLLIB-25">MLLIB-25</a>]</li>
+ <li>Optimized memory usage of ALS [<a href="https://issues.apache.org/jira/browse/MLLIB-25">MLLIB-25</a>] </li>
<li>Optimized computation of YtY for implicit ALS [<a href="https://issues.apache.org/jira/browse/SPARK-1237">SPARK-1237</a>]</li>
<li>Support for negative implicit input in ALS [<a href="https://issues.apache.org/jira/browse/MLLIB-22">MLLIB-22</a>]</li>
<li>Setting of a random seed in ALS [<a href="https://issues.apache.org/jira/browse/SPARK-1238">SPARK-1238</a>]</li>
- <li>Faster construction of features with intercept [<a href="https://issues.apache.org/jira/browse/SPARK-1260">SPARK-1260</a>]</li>
+ <li>Faster construction of features with intercept [<a href="https://issues.apache.org/jira/browse/SPARK-1260">SPARK-1260</a>] </li>
<li>Check for intercept and weight in GLM’s addIntercept [<a href="https://issues.apache.org/jira/browse/SPARK-1327">SPARK-1327</a>]</li>
</ul>
<h3 id="bug-fixes-and-better-api-parity-for-pyspark">Bug fixes and better API parity for PySpark</h3>
<ul>
<li>Fixed bug in Python de-pickling [<a href="https://issues.apache.org/jira/browse/SPARK-1135">SPARK-1135</a>]</li>
- <li>Fixed bug in serialization of strings longer than 64K [<a href="https://issues.apache.org/jira/browse/SPARK-1043">SPARK-1043</a>]</li>
- <li>Fixed bug that made jobs hang when base file is not available [<a href="https://issues.apache.org/jira/browse/SPARK-1025">SPARK-1025</a>]</li>
+ <li>Fixed bug in serialization of strings longer than 64K [<a href="https://issues.apache.org/jira/browse/SPARK-1043">SPARK-1043</a>] </li>
+ <li>Fixed bug that made jobs hang when base file is not available [<a href="https://issues.apache.org/jira/browse/SPARK-1025">SPARK-1025</a>] </li>
<li>Added Missing RDD operations to PySpark - top, zip, foldByKey, repartition, coalesce, getStorageLevel, setName and toDebugString</li>
</ul>
@@ -274,13 +274,13 @@
<li>Kay Ousterhout - Multiple bug fixes in scheduler&#8217;s handling of task failures</li>
<li>Kousuke Saruta - Use of https to access github</li>
<li>Mark Grover - Bug fix in distribution tar.gz</li>
- <li>Matei Zaharia - Bug fixes in handling of task failures due to NPE, and cleaning up of scheduler data structures</li>
+ <li>Matei Zaharia - Bug fixes in handling of task failures due to NPE, and cleaning up of scheduler data structures </li>
<li>Nan Zhu - Bug fixes in PySpark RDD.takeSample and adding of JARs using ADD_JAR - and improvements to docs</li>
<li>Nick Lanham - Added ability to make distribution tarballs with Tachyon</li>
<li>Patrick Wendell - Bug fixes in ASM shading, fixes for log4j initialization, removing Ganglia due to LGPL license, and other miscallenous bug fixes</li>
<li>Prabin Banka - RDD.zip and other missing RDD operations in PySpark</li>
<li>Prashant Sharma - RDD.foldByKey in PySpark, and other PySpark doc improvements</li>
- <li>Qiuzhuang - Bug fix in standalone worker</li>
+ <li>Qiuzhuang - Bug fix in standalone worker </li>
<li>Raymond Liu - Changed working directory in ZookeeperPersistenceEngine</li>
<li>Reynold Xin - Improvements to docs and test infrastructure</li>
<li>Sandy Ryza - Multiple important Yarn bug fixes and improvements</li>
@@ -307,7 +307,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-0-9-2.html b/site/releases/spark-release-0-9-2.html
index 7b4a37862..ba99826f8 100644
--- a/site/releases/spark-release-0-9-2.html
+++ b/site/releases/spark-release-0-9-2.html
@@ -280,7 +280,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-0-0.html b/site/releases/spark-release-1-0-0.html
index da2c5c899..18447f949 100644
--- a/site/releases/spark-release-1-0-0.html
+++ b/site/releases/spark-release-1-0-0.html
@@ -373,7 +373,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-0-1.html b/site/releases/spark-release-1-0-1.html
index 66b1dbfc2..22905b65a 100644
--- a/site/releases/spark-release-1-0-1.html
+++ b/site/releases/spark-release-1-0-1.html
@@ -258,8 +258,8 @@
<li>Cheng Hao &#8211; SQL features</li>
<li>Cheng Lian &#8211; SQL features</li>
<li>Christian Tzolov &#8211; build improvmenet</li>
- <li>Clément MATHIEU &#8211; doc updates</li>
- <li>CodingCat &#8211; doc updates and bug fix</li>
+ <li>Clément MATHIEU &#8211; doc updates </li>
+ <li>CodingCat &#8211; doc updates and bug fix </li>
<li>Colin McCabe &#8211; bug fix</li>
<li>Daoyuan &#8211; SQL joins</li>
<li>David Lemieux &#8211; bug fix</li>
@@ -275,7 +275,7 @@
<li>Kan Zhang &#8211; PySpark SQL features</li>
<li>Kay Ousterhout &#8211; documentation fix</li>
<li>LY Lai &#8211; bug fix</li>
- <li>Lars Albertsson &#8211; bug fix</li>
+ <li>Lars Albertsson &#8211; bug fix </li>
<li>Lei Zhang &#8211; SQL fix and feature</li>
<li>Mark Hamstra &#8211; bug fix</li>
<li>Matei Zaharia &#8211; doc updates and bug fix</li>
@@ -297,7 +297,7 @@
<li>Shixiong Zhu &#8211; code clean-up</li>
<li>Szul, Piotr &#8211; bug fix</li>
<li>Takuya UESHIN &#8211; bug fixes and SQL features</li>
- <li>Thomas Graves &#8211; bug fix</li>
+ <li>Thomas Graves &#8211; bug fix </li>
<li>Uri Laserson &#8211; bug fix</li>
<li>Vadim Chekan &#8211; bug fix</li>
<li>Varakhedi Sujeet &#8211; ec2 r3 support</li>
@@ -331,7 +331,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-0-2.html b/site/releases/spark-release-1-0-2.html
index 8a6470f9b..ae5916ab1 100644
--- a/site/releases/spark-release-1-0-2.html
+++ b/site/releases/spark-release-1-0-2.html
@@ -268,7 +268,7 @@
<li>johnnywalleye - Bug fixes in MLlib</li>
<li>joyyoj - Bug fix in Streaming</li>
<li>kballou - Doc fix</li>
- <li>lianhuiwang - Doc fix</li>
+ <li>lianhuiwang - Doc fix </li>
<li>witgo - Bug fix in sbt</li>
</ul>
@@ -288,7 +288,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-1-0.html b/site/releases/spark-release-1-1-0.html
index f2d1a6737..7f8812649 100644
--- a/site/releases/spark-release-1-1-0.html
+++ b/site/releases/spark-release-1-1-0.html
@@ -197,7 +197,7 @@
<p>Spark SQL adds a number of new features and performance improvements in this release. A <a href="http://spark.apache.org/docs/1.1.0/sql-programming-guide.html#running-the-thrift-jdbc-server">JDBC/ODBC server</a> allows users to connect to SparkSQL from many different applications and provides shared access to cached tables. A new module provides <a href="http://spark.apache.org/docs/1.1.0/sql-programming-guide.html#json-datasets">support for loading JSON data</a> directly into Spark’s SchemaRDD format, including automatic schema inference. Spark SQL introduces <a href="http://spark.apache.org/docs/1.1.0/sql-programming-guide.html#other-configuration-options">dynamic bytecode generation</a> in this release, a technique which significantly speeds up execution for queries that perform complex expression evaluation. This release also adds support for registering Python, Scala, and Java lambda functions as UDFs, which can then be called directly in SQL. Spark 1.1 adds a <a href="http://spark.apache.org/docs/1.1.0/sql-programming-guide.html#programmatically-specifying-the-schema">public types API to allow users to create SchemaRDD’s from custom data sources</a>. Finally, many optimizations have been added to the native Parquet support as well as throughout the engine.</p>
<h3 id="mllib">MLlib</h3>
-<p>MLlib adds several new algorithms and optimizations in this release. 1.1 introduces a <a href="https://issues.apache.org/jira/browse/SPARK-2359">new library of statistical packages</a> which provides exploratory analytic functions. These include stratified sampling, correlations, chi-squared tests and support for creating random datasets. This release adds utilities for feature extraction (<a href="https://issues.apache.org/jira/browse/SPARK-2510">Word2Vec</a> and <a href="https://issues.apache.org/jira/browse/SPARK-2511">TF-IDF</a>) and feature transformation (<a href="https://issues.apache.org/jira/browse/SPARK-2272">normalization and standard scaling</a>). Also new are support for <a href="https://issues.apache.org/jira/browse/SPARK-1553">nonnegative matrix factorization</a> and <a href="https://issues.apache.org/jira/browse/SPARK-1782">SVD via Lanczos</a>. The decision tree algorithm has been <a href="https://issues.apache.org/jira/browse/SPARK-2478">added in Python and Java</a>. A tree aggregation primitive has been added to help optimize many existing algorithms. Performance improves across the board in MLlib 1.1, with improvements of around 2-3X for many algorithms and up to 5X for large scale decision tree problems.</p>
+<p>MLlib adds several new algorithms and optimizations in this release. 1.1 introduces a <a href="https://issues.apache.org/jira/browse/SPARK-2359">new library of statistical packages</a> which provides exploratory analytic functions. These include stratified sampling, correlations, chi-squared tests and support for creating random datasets. This release adds utilities for feature extraction (<a href="https://issues.apache.org/jira/browse/SPARK-2510">Word2Vec</a> and <a href="https://issues.apache.org/jira/browse/SPARK-2511">TF-IDF</a>) and feature transformation (<a href="https://issues.apache.org/jira/browse/SPARK-2272">normalization and standard scaling</a>). Also new are support for <a href="https://issues.apache.org/jira/browse/SPARK-1553">nonnegative matrix factorization</a> and <a href="https://issues.apache.org/jira/browse/SPARK-1782">SVD via Lanczos</a>. The decision tree algorithm has been <a href="https://issues.apache.org/jira/browse/SPARK-2478">added in Python and Java</a>. A tree aggregation primitive has been added to help optimize many existing algorithms. Performance improves across the board in MLlib 1.1, with improvements of around 2-3X for many algorithms and up to 5X for large scale decision tree problems. </p>
<h3 id="graphx-and-spark-streaming">GraphX and Spark Streaming</h3>
<p>Spark streaming adds a new data source <a href="https://issues.apache.org/jira/browse/SPARK-1981">Amazon Kinesis</a>. For the Apache Flume, a new mode is supported which <a href="https://issues.apache.org/jira/browse/SPARK-1729">pulls data from Flume</a>, simplifying deployment and providing high availability. The first of a set of <a href="https://issues.apache.org/jira/browse/SPARK-2438">streaming machine learning algorithms</a> is introduced with streaming linear regression. Finally, <a href="https://issues.apache.org/jira/browse/SPARK-1341">rate limiting</a> has been added for streaming inputs. GraphX adds <a href="https://issues.apache.org/jira/browse/SPARK-1991">custom storage levels for vertices and edges</a> along with <a href="https://issues.apache.org/jira/browse/SPARK-2748">improved numerical precision</a> across the board. Finally, GraphX adds a new label propagation algorithm.</p>
@@ -215,7 +215,7 @@
<ul>
<li>The default value of <code>spark.io.compression.codec</code> is now <code>snappy</code> for improved memory usage. Old behavior can be restored by switching to <code>lzf</code>.</li>
- <li>The default value of <code>spark.broadcast.factory</code> is now <code>org.apache.spark.broadcast.TorrentBroadcastFactory</code> for improved efficiency of broadcasts. Old behavior can be restored by switching to <code>org.apache.spark.broadcast.HttpBroadcastFactory</code>.</li>
+ <li>The default value of <code>spark.broadcast.factory</code> is now <code>org.apache.spark.broadcast.TorrentBroadcastFactory</code> for improved efficiency of broadcasts. Old behavior can be restored by switching to <code>org.apache.spark.broadcast.HttpBroadcastFactory</code>. </li>
<li>PySpark now performs external spilling during aggregations. Old behavior can be restored by setting <code>spark.shuffle.spill</code> to <code>false</code>.</li>
<li>PySpark uses a new heuristic for determining the parallelism of shuffle operations. Old behavior can be restored by setting <code>spark.default.parallelism</code> to the number of cores in the cluster.</li>
</ul>
@@ -275,7 +275,7 @@
<li>Daneil Darabos &#8211; bug fixes and UI enhancements</li>
<li>Daoyuan Wang &#8211; SQL fixes</li>
<li>David Lemieux &#8211; bug fix</li>
- <li>Davies Liu &#8211; PySpark fixes and spilling</li>
+ <li>Davies Liu &#8211; PySpark fixes and spilling </li>
<li>DB Tsai &#8211; online summaries in MLlib and other MLlib features</li>
<li>Derek Ma &#8211; bug fix</li>
<li>Doris Xin &#8211; MLlib stats library and several fixes</li>
@@ -424,7 +424,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-1-1.html b/site/releases/spark-release-1-1-1.html
index f9291a3b2..b2da1f11f 100644
--- a/site/releases/spark-release-1-1-1.html
+++ b/site/releases/spark-release-1-1-1.html
@@ -310,7 +310,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-2-0.html b/site/releases/spark-release-1-2-0.html
index 020984f9c..344be74b6 100644
--- a/site/releases/spark-release-1-2-0.html
+++ b/site/releases/spark-release-1-2-0.html
@@ -194,7 +194,7 @@
<p>In 1.2 Spark core upgrades two major subsystems to improve the performance and stability of very large scale shuffles. The first is Spark’s communication manager used during bulk transfers, which upgrades to a <a href="https://issues.apache.org/jira/browse/SPARK-2468">netty-based implementation</a>. The second is Spark’s shuffle mechanism, which upgrades to the <a href="https://issues.apache.org/jira/browse/SPARK-3280">“sort based†shuffle initially released in Spark 1.1</a>. These both improve the performance and stability of very large scale shuffles. Spark also adds an <a href="https://issues.apache.org/jira/browse/SPARK-3174">elastic scaling mechanism</a> designed to improve cluster utilization during long running ETL-style jobs. This is currently supported on YARN and will make its way to other cluster managers in future versions. Finally, Spark 1.2 adds support for Scala 2.11. For instructions on building for Scala 2.11 see the <a href="/docs/1.2.0/building-spark.html#building-for-scala-211">build documentation</a>.</p>
<h3 id="spark-streaming">Spark Streaming</h3>
-<p>This release includes two major feature additions to Spark’s streaming library, a Python API and a write ahead log for full driver H/A. The <a href="https://issues.apache.org/jira/browse/SPARK-2377">Python API</a> covers almost all the DStream transformations and output operations. Input sources based on text files and text over sockets are currently supported. Support for Kafka and Flume input streams in Python will be added in the next release. Second, Spark streaming now features H/A driver support through a <a href="https://issues.apache.org/jira/browse/SPARK-3129">write ahead log (WAL)</a>. In Spark 1.1 and earlier, some buffered (received but not yet processed) data can be lost during driver restarts. To prevent this Spark 1.2 adds an optional WAL, which buffers received data into a fault-tolerant file system (e.g. HDFS). See the <a href="/docs/1.2.0/streaming-programming-guide.html">streaming programming guide</a> for more details.</p>
+<p>This release includes two major feature additions to Spark’s streaming library, a Python API and a write ahead log for full driver H/A. The <a href="https://issues.apache.org/jira/browse/SPARK-2377">Python API</a> covers almost all the DStream transformations and output operations. Input sources based on text files and text over sockets are currently supported. Support for Kafka and Flume input streams in Python will be added in the next release. Second, Spark streaming now features H/A driver support through a <a href="https://issues.apache.org/jira/browse/SPARK-3129">write ahead log (WAL)</a>. In Spark 1.1 and earlier, some buffered (received but not yet processed) data can be lost during driver restarts. To prevent this Spark 1.2 adds an optional WAL, which buffers received data into a fault-tolerant file system (e.g. HDFS). See the <a href="/docs/1.2.0/streaming-programming-guide.html">streaming programming guide</a> for more details. </p>
<h3 id="mllib">MLLib</h3>
<p>Spark 1.2 previews a new set of machine learning API’s in a package called spark.ml that <a href="https://issues.apache.org/jira/browse/SPARK-3530">supports learning pipelines</a>, where multiple algorithms are run in sequence with varying parameters. This type of pipeline is common in practical machine learning deployments. The new ML package uses Spark’s SchemaRDD to represent <a href="https://issues.apache.org/jira/browse/SPARK-3573">ML datasets</a>, providing direct interoperability with Spark SQL. In addition to the new API, Spark 1.2 extends decision trees with two tree ensemble methods: <a href="https://issues.apache.org/jira/browse/SPARK-1545">random forests</a> and <a href="https://issues.apache.org/jira/browse/SPARK-1547">gradient-boosted trees</a>, among the most successful tree-based models for classification and regression. Finally, MLlib&#8217;s Python implementation receives a major update in 1.2 to simplify the process of adding Python APIs, along with better Python API coverage.</p>
@@ -438,7 +438,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-2-1.html b/site/releases/spark-release-1-2-1.html
index 3fbd5885b..e9e3bd689 100644
--- a/site/releases/spark-release-1-2-1.html
+++ b/site/releases/spark-release-1-2-1.html
@@ -310,7 +310,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-2-2.html b/site/releases/spark-release-1-2-2.html
index b23ee12cf..ad2e10999 100644
--- a/site/releases/spark-release-1-2-2.html
+++ b/site/releases/spark-release-1-2-2.html
@@ -270,7 +270,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-3-0.html b/site/releases/spark-release-1-3-0.html
index aaf84868f..f37a59d3c 100644
--- a/site/releases/spark-release-1-3-0.html
+++ b/site/releases/spark-release-1-3-0.html
@@ -191,7 +191,7 @@
<p>To download Spark 1.3 visit the <a href="/downloads.html">downloads</a> page.</p>
<h3 id="spark-core">Spark Core</h3>
-<p>Spark 1.3 sees a handful of usability improvements in the core engine. The core API now supports <a href="https://issues.apache.org/jira/browse/SPARK-5430">multi level aggregation trees</a> to help speed up expensive reduce operations. <a href="https://issues.apache.org/jira/browse/SPARK-5063">Improved error reporting</a> has been added for certain gotcha operations. Spark&#8217;s Jetty dependency is <a href="https://issues.apache.org/jira/browse/SPARK-3996">now shaded</a> to help avoid conflicts with user programs. Spark now supports <a href="https://issues.apache.org/jira/browse/SPARK-3883">SSL encryption</a> for some communication endpoints. Finaly, realtime <a href="https://issues.apache.org/jira/browse/SPARK-3428">GC metrics</a> and <a href="https://issues.apache.org/jira/browse/SPARK-4874">record counts</a> have been added to the UI.</p>
+<p>Spark 1.3 sees a handful of usability improvements in the core engine. The core API now supports <a href="https://issues.apache.org/jira/browse/SPARK-5430">multi level aggregation trees</a> to help speed up expensive reduce operations. <a href="https://issues.apache.org/jira/browse/SPARK-5063">Improved error reporting</a> has been added for certain gotcha operations. Spark&#8217;s Jetty dependency is <a href="https://issues.apache.org/jira/browse/SPARK-3996">now shaded</a> to help avoid conflicts with user programs. Spark now supports <a href="https://issues.apache.org/jira/browse/SPARK-3883">SSL encryption</a> for some communication endpoints. Finaly, realtime <a href="https://issues.apache.org/jira/browse/SPARK-3428">GC metrics</a> and <a href="https://issues.apache.org/jira/browse/SPARK-4874">record counts</a> have been added to the UI. </p>
<h3 id="dataframe-api">DataFrame API</h3>
<p>Spark 1.3 adds a new <a href="/docs/1.3.0/sql-programming-guide.html#dataframes">DataFrames API</a> that provides powerful and convenient operators when working with structured datasets. The DataFrame is an evolution of the base RDD API that includes named fields along with schema information. It’s easy to construct a DataFrame from sources such as Hive tables, JSON data, a JDBC database, or any implementation of Spark’s new data source API. Data frames will become a common interchange format between Spark components and when importing and exporting data to other systems. Data frames are supported in Python, Scala, and Java.</p>
@@ -203,7 +203,7 @@
<p>In this release Spark MLlib introduces several new algorithms: latent Dirichlet allocation (LDA) for <a href="https://issues.apache.org/jira/browse/SPARK-1405">topic modeling</a>, <a href="https://issues.apache.org/jira/browse/SPARK-2309">multinomial logistic regression</a> for multiclass classification, <a href="https://issues.apache.org/jira/browse/SPARK-5012">Gaussian mixture model (GMM)</a> and <a href="https://issues.apache.org/jira/browse/SPARK-4259">power iteration clustering</a> for clustering, <a href="https://issues.apache.org/jira/browse/SPARK-4001">FP-growth</a> for frequent pattern mining, and <a href="https://issues.apache.org/jira/browse/SPARK-4409">block matrix abstraction</a> for distributed linear algebra. Initial support has been added for <a href="https://issues.apache.org/jira/browse/SPARK-4587">model import/export</a> in exchangeable format, which will be expanded in future versions to cover more model types in Java/Python/Scala. The implementations of k-means and ALS receive <a href="https://issues.apache.org/jira/browse/SPARK-3424, https://issues.apache.org/jira/browse/SPARK-3541">updates</a> that lead to significant performance gain. PySpark now supports the <a href="https://issues.apache.org/jira/browse/SPARK-4586">ML pipeline API</a> added in Spark 1.2, and <a href="https://issues.apache.org/jira/browse/SPARK-5094">gradient boosted trees</a> and <a href="https://issues.apache.org/jira/browse/SPARK-5012">Gaussian mixture model</a>. Finally, the ML pipeline API has been ported to support the new DataFrames abstraction.</p>
<h3 id="spark-streaming">Spark Streaming</h3>
-<p>Spark 1.3 introduces a new <a href="https://issues.apache.org/jira/browse/SPARK-4964"><em>direct</em> Kafka API</a> (<a href="http://spark.apache.org/docs/1.3.0/streaming-kafka-integration.html">docs</a>) which enables exactly-once delivery without the use of write ahead logs. It also adds a <a href="https://issues.apache.org/jira/browse/SPARK-5047">Python Kafka API</a> along with infrastructure for additional Python API’s in future releases. An online version of <a href="https://issues.apache.org/jira/browse/SPARK-4979">logistic regression</a> and the ability to read <a href="https://issues.apache.org/jira/browse/SPARK-4969">binary records</a> have also been added. For stateful operations, support has been added for loading of an <a href="https://issues.apache.org/jira/browse/SPARK-3660">initial state RDD</a>. Finally, the streaming programming guide has been updated to include information about SQL and DataFrame operations within streaming applications, and important clarifications to the fault-tolerance semantics.</p>
+<p>Spark 1.3 introduces a new <a href="https://issues.apache.org/jira/browse/SPARK-4964"><em>direct</em> Kafka API</a> (<a href="http://spark.apache.org/docs/1.3.0/streaming-kafka-integration.html">docs</a>) which enables exactly-once delivery without the use of write ahead logs. It also adds a <a href="https://issues.apache.org/jira/browse/SPARK-5047">Python Kafka API</a> along with infrastructure for additional Python API’s in future releases. An online version of <a href="https://issues.apache.org/jira/browse/SPARK-4979">logistic regression</a> and the ability to read <a href="https://issues.apache.org/jira/browse/SPARK-4969">binary records</a> have also been added. For stateful operations, support has been added for loading of an <a href="https://issues.apache.org/jira/browse/SPARK-3660">initial state RDD</a>. Finally, the streaming programming guide has been updated to include information about SQL and DataFrame operations within streaming applications, and important clarifications to the fault-tolerance semantics. </p>
<h3 id="graphx">GraphX</h3>
<p>GraphX adds a handful of utility functions in this release, including conversion into a <a href="https://issues.apache.org/jira/browse/SPARK-4917">canonical edge graph</a>.</p>
@@ -219,7 +219,7 @@
<ul>
<li><a href="https://issues.apache.org/jira/browse/SPARK-6194">SPARK-6194</a>: A memory leak in PySPark&#8217;s <code>collect()</code>.</li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-6222">SPARK-6222</a>: An issue with failure recovery in Spark Streaming.</li>
- <li><a href="https://issues.apache.org/jira/browse/SPARK-6315">SPARK-6315</a>: Spark SQL can&#8217;t read parquet data generated with Spark 1.1.</li>
+ <li><a href="https://issues.apache.org/jira/browse/SPARK-6315">SPARK-6315</a>: Spark SQL can&#8217;t read parquet data generated with Spark 1.1. </li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-6247">SPARK-6247</a>: Errors analyzing certain join types in Spark SQL.</li>
</ul>
@@ -415,7 +415,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-3-1.html b/site/releases/spark-release-1-3-1.html
index e13b6acf5..5c444b632 100644
--- a/site/releases/spark-release-1-3-1.html
+++ b/site/releases/spark-release-1-3-1.html
@@ -196,10 +196,10 @@
<h4 id="spark-sql">Spark SQL</h4>
<ul>
<li>Unable to use reserved words in DDL (<a href="http://issues.apache.org/jira/browse/SPARK-6250">SPARK-6250</a>)</li>
- <li>Parquet no longer caches metadata (<a href="http://issues.apache.org/jira/browse/SPARK-6575">SPARK-6575</a>)</li>
+ <li>Parquet no longer caches metadata (<a href="http://issues.apache.org/jira/browse/SPARK-6575">SPARK-6575</a>) </li>
<li>Bug when joining two Parquet tables (<a href="http://issues.apache.org/jira/browse/SPARK-6851">SPARK-6851</a>)</li>
- <li>Unable to read parquet data generated by Spark 1.1.1 (<a href="http://issues.apache.org/jira/browse/SPARK-6315">SPARK-6315</a>)</li>
- <li>Parquet data source may use wrong Hadoop FileSystem (<a href="http://issues.apache.org/jira/browse/SPARK-6330">SPARK-6330</a>)</li>
+ <li>Unable to read parquet data generated by Spark 1.1.1 (<a href="http://issues.apache.org/jira/browse/SPARK-6315">SPARK-6315</a>) </li>
+ <li>Parquet data source may use wrong Hadoop FileSystem (<a href="http://issues.apache.org/jira/browse/SPARK-6330">SPARK-6330</a>) </li>
</ul>
<h4 id="spark-streaming">Spark Streaming</h4>
@@ -302,7 +302,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-4-0.html b/site/releases/spark-release-1-4-0.html
index c5ba82024..e6e1f0286 100644
--- a/site/releases/spark-release-1-4-0.html
+++ b/site/releases/spark-release-1-4-0.html
@@ -250,7 +250,7 @@ Python coverage. MLlib also adds several new algorithms.</p>
</ul>
<h3 id="spark-streaming">Spark Streaming</h3>
-<p>Spark streaming adds visual instrumentation graphs and significantly improved debugging information in the UI. It also enhances support for both Kafka and Kinesis.</p>
+<p>Spark streaming adds visual instrumentation graphs and significantly improved debugging information in the UI. It also enhances support for both Kafka and Kinesis. </p>
<ul>
<li><a href="https://issues.apache.org/jira/browse/SPARK-7602">SPARK-7602</a>: Visualization and monitoring in the streaming UI including batch drill down (<a href="https://issues.apache.org/jira/browse/SPARK-6796">SPARK-6796</a>, <a href="https://issues.apache.org/jira/browse/SPARK-6862">SPARK-6862</a>)</li>
@@ -276,7 +276,7 @@ Python coverage. MLlib also adds several new algorithms.</p>
<h4 id="test-partners">Test Partners</h4>
-<p>Thanks to The following organizations, who helped benchmark or integration test release candidates: <br /> Intel, Palantir, Cloudera, Mesosphere, Huawei, Shopify, Netflix, Yahoo, UC Berkeley and Databricks.</p>
+<p>Thanks to The following organizations, who helped benchmark or integration test release candidates: <br /> Intel, Palantir, Cloudera, Mesosphere, Huawei, Shopify, Netflix, Yahoo, UC Berkeley and Databricks. </p>
<h4 id="contributors">Contributors</h4>
<ul>
@@ -529,7 +529,7 @@ Python coverage. MLlib also adds several new algorithms.</p>
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-4-1.html b/site/releases/spark-release-1-4-1.html
index 78815d351..a22ed35cf 100644
--- a/site/releases/spark-release-1-4-1.html
+++ b/site/releases/spark-release-1-4-1.html
@@ -334,7 +334,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-5-0.html b/site/releases/spark-release-1-5-0.html
index 41985153c..9cd7351c4 100644
--- a/site/releases/spark-release-1-5-0.html
+++ b/site/releases/spark-release-1-5-0.html
@@ -191,25 +191,25 @@
<p>You can consult JIRA for the <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12315420&amp;version=12332078">detailed changes</a>. We have curated a list of high level changes here:</p>
<ul id="markdown-toc">
- <li><a href="#apis-rdd-dataframe-and-sql" id="markdown-toc-apis-rdd-dataframe-and-sql">APIs: RDD, DataFrame and SQL</a></li>
- <li><a href="#backend-execution-dataframe-and-sql" id="markdown-toc-backend-execution-dataframe-and-sql">Backend Execution: DataFrame and SQL</a></li>
- <li><a href="#integrations-data-sources-hive-hadoop-mesos-and-cluster-management" id="markdown-toc-integrations-data-sources-hive-hadoop-mesos-and-cluster-management">Integrations: Data Sources, Hive, Hadoop, Mesos and Cluster Management</a></li>
- <li><a href="#r-language" id="markdown-toc-r-language">R Language</a></li>
- <li><a href="#machine-learning-and-advanced-analytics" id="markdown-toc-machine-learning-and-advanced-analytics">Machine Learning and Advanced Analytics</a></li>
- <li><a href="#spark-streaming" id="markdown-toc-spark-streaming">Spark Streaming</a></li>
- <li><a href="#deprecations-removals-configs-and-behavior-changes" id="markdown-toc-deprecations-removals-configs-and-behavior-changes">Deprecations, Removals, Configs, and Behavior Changes</a> <ul>
- <li><a href="#spark-core" id="markdown-toc-spark-core">Spark Core</a></li>
- <li><a href="#spark-sql--dataframes" id="markdown-toc-spark-sql--dataframes">Spark SQL &amp; DataFrames</a></li>
- <li><a href="#spark-streaming-1" id="markdown-toc-spark-streaming-1">Spark Streaming</a></li>
- <li><a href="#mllib" id="markdown-toc-mllib">MLlib</a></li>
+ <li><a href="#apis-rdd-dataframe-and-sql">APIs: RDD, DataFrame and SQL</a></li>
+ <li><a href="#backend-execution-dataframe-and-sql">Backend Execution: DataFrame and SQL</a></li>
+ <li><a href="#integrations-data-sources-hive-hadoop-mesos-and-cluster-management">Integrations: Data Sources, Hive, Hadoop, Mesos and Cluster Management</a></li>
+ <li><a href="#r-language">R Language</a></li>
+ <li><a href="#machine-learning-and-advanced-analytics">Machine Learning and Advanced Analytics</a></li>
+ <li><a href="#spark-streaming">Spark Streaming</a></li>
+ <li><a href="#deprecations-removals-configs-and-behavior-changes">Deprecations, Removals, Configs, and Behavior Changes</a> <ul>
+ <li><a href="#spark-core">Spark Core</a></li>
+ <li><a href="#spark-sql--dataframes">Spark SQL &amp; DataFrames</a></li>
+ <li><a href="#spark-streaming-1">Spark Streaming</a></li>
+ <li><a href="#mllib">MLlib</a></li>
</ul>
</li>
- <li><a href="#known-issues" id="markdown-toc-known-issues">Known Issues</a> <ul>
- <li><a href="#sqldataframe" id="markdown-toc-sqldataframe">SQL/DataFrame</a></li>
- <li><a href="#streaming" id="markdown-toc-streaming">Streaming</a></li>
+ <li><a href="#known-issues">Known Issues</a> <ul>
+ <li><a href="#sqldataframe">SQL/DataFrame</a></li>
+ <li><a href="#streaming">Streaming</a></li>
</ul>
</li>
- <li><a href="#credits" id="markdown-toc-credits">Credits</a></li>
+ <li><a href="#credits">Credits</a></li>
</ul>
<h3 id="apis-rdd-dataframe-and-sql">APIs: RDD, DataFrame and SQL</h3>
@@ -467,7 +467,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-5-1.html b/site/releases/spark-release-1-5-1.html
index 8ad04947d..41e7ad353 100644
--- a/site/releases/spark-release-1-5-1.html
+++ b/site/releases/spark-release-1-5-1.html
@@ -206,7 +206,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-5-2.html b/site/releases/spark-release-1-5-2.html
index d6571d0b3..506be629a 100644
--- a/site/releases/spark-release-1-5-2.html
+++ b/site/releases/spark-release-1-5-2.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-6-0.html b/site/releases/spark-release-1-6-0.html
index 225c109c1..64b56c374 100644
--- a/site/releases/spark-release-1-6-0.html
+++ b/site/releases/spark-release-1-6-0.html
@@ -191,13 +191,13 @@
<p>You can consult JIRA for the <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12333083&amp;projectId=12315420">detailed changes</a>. We have curated a list of high level changes here:</p>
<ul id="markdown-toc">
- <li><a href="#spark-coresql" id="markdown-toc-spark-coresql">Spark Core/SQL</a></li>
- <li><a href="#spark-streaming" id="markdown-toc-spark-streaming">Spark Streaming</a></li>
- <li><a href="#mllib" id="markdown-toc-mllib">MLlib</a></li>
- <li><a href="#deprecations" id="markdown-toc-deprecations">Deprecations</a></li>
- <li><a href="#changes-of-behavior" id="markdown-toc-changes-of-behavior">Changes of behavior</a></li>
- <li><a href="#known-issues" id="markdown-toc-known-issues">Known issues</a></li>
- <li><a href="#credits" id="markdown-toc-credits">Credits</a></li>
+ <li><a href="#spark-coresql">Spark Core/SQL</a></li>
+ <li><a href="#spark-streaming">Spark Streaming</a></li>
+ <li><a href="#mllib">MLlib</a></li>
+ <li><a href="#deprecations">Deprecations</a></li>
+ <li><a href="#changes-of-behavior">Changes of behavior</a></li>
+ <li><a href="#known-issues">Known issues</a></li>
+ <li><a href="#credits">Credits</a></li>
</ul>
<h3 id="spark-coresql">Spark Core/SQL</h3>
@@ -220,7 +220,7 @@
<ul>
<li><a href="https://issues.apache.org/jira/browse/SPARK-10000">SPARK-10000</a> <strong>Unified Memory Management</strong> - Shared memory for execution and caching instead of exclusive division of the regions.</li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-11787">SPARK-11787</a> <strong>Parquet Performance</strong> - Improve Parquet scan performance when using flat schemas.</li>
- <li><a href="https://issues.apache.org/jira/browse/SPARK-9241">SPARK-9241&#160;</a> <strong>Improved query planner for queries having distinct aggregations</strong> - Query plans of distinct aggregations are more robust when distinct columns have high cardinality.</li>
+ <li><a href="https://issues.apache.org/jira/browse/SPARK-9241">SPARK-9241&#160;</a> <strong>Improved query planner for queries having distinct aggregations</strong> - Query plans of distinct aggregations are more robust when distinct columns have high cardinality. </li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-9858">SPARK-9858&#160;</a> <strong>Adaptive query execution</strong> - Initial support for automatically selecting the number of reducers for joins and aggregations.</li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-10978">SPARK-10978</a> <strong>Avoiding double filters in Data Source API</strong> - When implementing a data source with filter pushdown, developers can now tell Spark SQL to avoid double evaluating a pushed-down filter.</li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-11111">SPARK-11111</a> <strong>Fast null-safe joins</strong> - Joins using null-safe equality (<code>&lt;=&gt;</code>) will now execute using SortMergeJoin instead of computing a cartisian product.</li>
@@ -233,7 +233,7 @@
<h3 id="spark-streaming">Spark Streaming</h3>
<ul>
- <li><strong>API Updates</strong>
+ <li><strong>API Updates</strong>
<ul>
<li><a href="https://issues.apache.org/jira/browse/SPARK-2629">SPARK-2629&#160;</a> <strong>New improved state management</strong> - <code>mapWithState</code> - a DStream transformation for stateful stream processing, supercedes <code>updateStateByKey</code> in functionality and performance.</li>
<li><a href="https://issues.apache.org/jira/browse/SPARK-11198">SPARK-11198</a> <strong>Kinesis record deaggregation</strong> - Kinesis streams have been upgraded to use KCL 1.4.0 and supports transparent deaggregation of KPL-aggregated records.</li>
@@ -244,7 +244,7 @@
<li><strong>UI Improvements</strong>
<ul>
<li>Made failures visible in the streaming tab, in the timelines, batch list, and batch details page.</li>
- <li>Made output operations visible in the streaming tab as progress bars.</li>
+ <li>Made output operations visible in the streaming tab as progress bars. </li>
</ul>
</li>
</ul>
@@ -343,7 +343,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-6-1.html b/site/releases/spark-release-1-6-1.html
index 13a5bab1f..72e418b89 100644
--- a/site/releases/spark-release-1-6-1.html
+++ b/site/releases/spark-release-1-6-1.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-1-6-2.html b/site/releases/spark-release-1-6-2.html
index 67293665f..2283ffb8b 100644
--- a/site/releases/spark-release-1-6-2.html
+++ b/site/releases/spark-release-1-6-2.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/releases/spark-release-2-0-0.html b/site/releases/spark-release-2-0-0.html
index d8f18f4b7..ddd979a88 100644
--- a/site/releases/spark-release-2-0-0.html
+++ b/site/releases/spark-release-2-0-0.html
@@ -191,30 +191,30 @@
<p>To download Apache Spark 2.0.0, visit the <a href="http://spark.apache.org/downloads.html">downloads</a> page. You can consult JIRA for the <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12315420&amp;version=12329449">detailed changes</a>. We have curated a list of high level changes here, grouped by major modules.</p>
<ul id="markdown-toc">
- <li><a href="#api-stability" id="markdown-toc-api-stability">API Stability</a></li>
- <li><a href="#core-and-spark-sql" id="markdown-toc-core-and-spark-sql">Core and Spark SQL</a> <ul>
- <li><a href="#programming-apis" id="markdown-toc-programming-apis">Programming APIs</a></li>
- <li><a href="#sql" id="markdown-toc-sql">SQL</a></li>
- <li><a href="#new-features" id="markdown-toc-new-features">New Features</a></li>
- <li><a href="#performance-and-runtime" id="markdown-toc-performance-and-runtime">Performance and Runtime</a></li>
+ <li><a href="#api-stability">API Stability</a></li>
+ <li><a href="#core-and-spark-sql">Core and Spark SQL</a> <ul>
+ <li><a href="#programming-apis">Programming APIs</a></li>
+ <li><a href="#sql">SQL</a></li>
+ <li><a href="#new-features">New Features</a></li>
+ <li><a href="#performance-and-runtime">Performance and Runtime</a></li>
</ul>
</li>
- <li><a href="#mllib" id="markdown-toc-mllib">MLlib</a> <ul>
- <li><a href="#new-features-1" id="markdown-toc-new-features-1">New features</a></li>
- <li><a href="#speedscaling" id="markdown-toc-speedscaling">Speed/scaling</a></li>
+ <li><a href="#mllib">MLlib</a> <ul>
+ <li><a href="#new-features-1">New features</a></li>
+ <li><a href="#speedscaling">Speed/scaling</a></li>
</ul>
</li>
- <li><a href="#sparkr" id="markdown-toc-sparkr">SparkR</a></li>
- <li><a href="#streaming" id="markdown-toc-streaming">Streaming</a></li>
- <li><a href="#dependency-packaging-and-operations" id="markdown-toc-dependency-packaging-and-operations">Dependency, Packaging, and Operations</a></li>
- <li><a href="#removals-behavior-changes-and-deprecations" id="markdown-toc-removals-behavior-changes-and-deprecations">Removals, Behavior Changes and Deprecations</a> <ul>
- <li><a href="#removals" id="markdown-toc-removals">Removals</a></li>
- <li><a href="#behavior-changes" id="markdown-toc-behavior-changes">Behavior Changes</a></li>
- <li><a href="#deprecations" id="markdown-toc-deprecations">Deprecations</a></li>
+ <li><a href="#sparkr">SparkR</a></li>
+ <li><a href="#streaming">Streaming</a></li>
+ <li><a href="#dependency-packaging-and-operations">Dependency, Packaging, and Operations</a></li>
+ <li><a href="#removals-behavior-changes-and-deprecations">Removals, Behavior Changes and Deprecations</a> <ul>
+ <li><a href="#removals">Removals</a></li>
+ <li><a href="#behavior-changes">Behavior Changes</a></li>
+ <li><a href="#deprecations">Deprecations</a></li>
</ul>
</li>
- <li><a href="#known-issues" id="markdown-toc-known-issues">Known Issues</a></li>
- <li><a href="#credits" id="markdown-toc-credits">Credits</a></li>
+ <li><a href="#known-issues">Known Issues</a></li>
+ <li><a href="#credits">Credits</a></li>
</ul>
<h3 id="api-stability">API Stability</h3>
@@ -394,7 +394,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/research.html b/site/research.html
index e8730425a..556d610b5 100644
--- a/site/research.html
+++ b/site/research.html
@@ -249,7 +249,7 @@ Spark offers an abstraction called <a href="http://www.cs.berkeley.edu/~matei/pa
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/screencasts/1-first-steps-with-spark.html b/site/screencasts/1-first-steps-with-spark.html
index 23fb60269..e9d2a94b8 100644
--- a/site/screencasts/1-first-steps-with-spark.html
+++ b/site/screencasts/1-first-steps-with-spark.html
@@ -211,7 +211,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/screencasts/2-spark-documentation-overview.html b/site/screencasts/2-spark-documentation-overview.html
index 0f350ec50..6ddb1d064 100644
--- a/site/screencasts/2-spark-documentation-overview.html
+++ b/site/screencasts/2-spark-documentation-overview.html
@@ -211,7 +211,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/screencasts/3-transformations-and-caching.html b/site/screencasts/3-transformations-and-caching.html
index 7baa6bef9..ced15fe5a 100644
--- a/site/screencasts/3-transformations-and-caching.html
+++ b/site/screencasts/3-transformations-and-caching.html
@@ -207,7 +207,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/screencasts/4-a-standalone-job-in-spark.html b/site/screencasts/4-a-standalone-job-in-spark.html
index 43e6d74ee..35cc1888e 100644
--- a/site/screencasts/4-a-standalone-job-in-spark.html
+++ b/site/screencasts/4-a-standalone-job-in-spark.html
@@ -205,7 +205,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/screencasts/index.html b/site/screencasts/index.html
index 499129d94..472b30322 100644
--- a/site/screencasts/index.html
+++ b/site/screencasts/index.html
@@ -237,7 +237,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/sql/index.html b/site/sql/index.html
index eb9eb5206..2e3dbf3fb 100644
--- a/site/sql/index.html
+++ b/site/sql/index.html
@@ -349,7 +349,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/streaming/index.html b/site/streaming/index.html
index 85f9c8b37..7b4ef5520 100644
--- a/site/streaming/index.html
+++ b/site/streaming/index.html
@@ -327,7 +327,7 @@
<footer class="small">
<hr>
- Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
<a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>
diff --git a/site/trademarks.html b/site/trademarks.html
new file mode 100644
index 000000000..86d78121a
--- /dev/null
+++ b/site/trademarks.html
@@ -0,0 +1,261 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <title>
+ Trademark Guidelines | Apache Spark
+
+ </title>
+
+
+
+
+
+ <!-- Bootstrap core CSS -->
+ <link href="/css/cerulean.min.css" rel="stylesheet">
+ <link href="/css/custom.css" rel="stylesheet">
+
+ <!-- Code highlighter CSS -->
+ <link href="/css/pygments-default.css" rel="stylesheet">
+
+ <script type="text/javascript">
+ <!-- Google Analytics initialization -->
+ var _gaq = _gaq || [];
+ _gaq.push(['_setAccount', 'UA-32518208-2']);
+ _gaq.push(['_trackPageview']);
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+ var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
+ ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
+ var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
+ })();
+
+ <!-- Adds slight delay to links to allow async reporting -->
+ function trackOutboundLink(link, category, action) {
+ try {
+ _gaq.push(['_trackEvent', category , action]);
+ } catch(err){}
+
+ setTimeout(function() {
+ document.location.href = link.href;
+ }, 100);
+ }
+ </script>
+
+ <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
+ <!--[if lt IE 9]>
+ <script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js"></script>
+ <script src="https://oss.maxcdn.com/libs/respond.js/1.3.0/respond.min.js"></script>
+ <![endif]-->
+</head>
+
+<body>
+
+<script src="https://code.jquery.com/jquery.js"></script>
+<script src="//netdna.bootstrapcdn.com/bootstrap/3.0.3/js/bootstrap.min.js"></script>
+<script src="/js/lang-tabs.js"></script>
+<script src="/js/downloads.js"></script>
+
+<div class="container" style="max-width: 1200px;">
+
+<div class="masthead">
+
+ <p class="lead">
+ <a href="/">
+ <img src="/images/spark-logo-trademark.png"
+ style="height:100px; width:auto; vertical-align: bottom; margin-top: 20px;"></a><span class="tagline">
+ Lightning-fast cluster computing
+ </span>
+ </p>
+
+</div>
+
+<nav class="navbar navbar-default" role="navigation">
+ <!-- Brand and toggle get grouped for better mobile display -->
+ <div class="navbar-header">
+ <button type="button" class="navbar-toggle" data-toggle="collapse"
+ data-target="#navbar-collapse-1">
+ <span class="sr-only">Toggle navigation</span>
+ <span class="icon-bar"></span>
+ <span class="icon-bar"></span>
+ <span class="icon-bar"></span>
+ </button>
+ </div>
+
+ <!-- Collect the nav links, forms, and other content for toggling -->
+ <div class="collapse navbar-collapse" id="navbar-collapse-1">
+ <ul class="nav navbar-nav">
+ <li><a href="/downloads.html">Download</a></li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">
+ Libraries <b class="caret"></b>
+ </a>
+ <ul class="dropdown-menu">
+ <li><a href="/sql/">SQL and DataFrames</a></li>
+ <li><a href="/streaming/">Spark Streaming</a></li>
+ <li><a href="/mllib/">MLlib (machine learning)</a></li>
+ <li><a href="/graphx/">GraphX (graph)</a></li>
+ <li class="divider"></li>
+ <li><a href="http://spark-packages.org">Third-Party Packages</a></li>
+ </ul>
+ </li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">
+ Documentation <b class="caret"></b>
+ </a>
+ <ul class="dropdown-menu">
+ <li><a href="/docs/latest/">Latest Release (Spark 2.0.0)</a></li>
+ <li><a href="/documentation.html">Older Versions and Other Resources</a></li>
+ </ul>
+ </li>
+ <li><a href="/examples.html">Examples</a></li>
+ <li class="dropdown">
+ <a href="/community.html" class="dropdown-toggle" data-toggle="dropdown">
+ Community <b class="caret"></b>
+ </a>
+ <ul class="dropdown-menu">
+ <li><a href="/community.html">Mailing Lists</a></li>
+ <li><a href="/community.html#events">Events and Meetups</a></li>
+ <li><a href="/community.html#history">Project History</a></li>
+ <li><a href="https://cwiki.apache.org/confluence/display/SPARK/Powered+By+Spark">Powered By</a></li>
+ <li><a href="https://cwiki.apache.org/confluence/display/SPARK/Committers">Project Committers</a></li>
+ <li><a href="https://issues.apache.org/jira/browse/SPARK">Issue Tracker</a></li>
+ </ul>
+ </li>
+ <li><a href="/faq.html">FAQ</a></li>
+ </ul>
+ <ul class="nav navbar-nav navbar-right">
+ <li class="dropdown">
+ <a href="http://www.apache.org/" class="dropdown-toggle" data-toggle="dropdown">
+ Apache Software Foundation <b class="caret"></b></a>
+ <ul class="dropdown-menu">
+ <li><a href="http://www.apache.org/">Apache Homepage</a></li>
+ <li><a href="http://www.apache.org/licenses/">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>
+ <li><a href="http://www.apache.org/security/">Security</a></li>
+ </ul>
+ </li>
+ </ul>
+ </div>
+ <!-- /.navbar-collapse -->
+</nav>
+
+
+<div class="row">
+ <div class="col-md-3 col-md-push-9">
+ <div class="news" style="margin-bottom: 20px;">
+ <h5>Latest News</h5>
+ <ul class="list-unstyled">
+
+ <li><a href="/news/spark-2-0-0-released.html">Spark 2.0.0 released</a>
+ <span class="small">(Jul 26, 2016)</span></li>
+
+ <li><a href="/news/spark-1-6-2-released.html">Spark 1.6.2 released</a>
+ <span class="small">(Jun 25, 2016)</span></li>
+
+ <li><a href="/news/submit-talks-to-spark-summit-eu-2016.html">Call for Presentations for Spark Summit EU is Open</a>
+ <span class="small">(Jun 16, 2016)</span></li>
+
+ <li><a href="/news/spark-2.0.0-preview.html">Preview release of Spark 2.0</a>
+ <span class="small">(May 26, 2016)</span></li>
+
+ </ul>
+ <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p>
+ </div>
+ <div class="hidden-xs hidden-sm">
+ <a href="/downloads.html" class="btn btn-success btn-lg btn-block" style="margin-bottom: 30px;">
+ Download Spark
+ </a>
+ <p style="font-size: 16px; font-weight: 500; color: #555;">
+ Built-in Libraries:
+ </p>
+ <ul class="list-none">
+ <li><a href="/sql/">SQL and DataFrames</a></li>
+ <li><a href="/streaming/">Spark Streaming</a></li>
+ <li><a href="/mllib/">MLlib (machine learning)</a></li>
+ <li><a href="/graphx/">GraphX (graph)</a></li>
+ </ul>
+ <a href="http://spark-packages.org">Third-Party Packages</a>
+ </div>
+ </div>
+
+ <div class="col-md-9 col-md-pull-3">
+ <h2>Apache Spark Trademark Guidelines</h2>
+
+<p>Apache Spark, Spark and the Spark logo are
+<a href="https://www.apache.org/foundation/marks/">trademarks</a>
+of the <a href="https://www.apache.org">Apache Software Foundation (ASF)</a>.
+The ASF is a 501(c)(3) nonprofit organization, and as such, needs to take
+special care about how its trademarks are used by organizations.
+In particular, ASF needs to ensure that its software products are clearly
+distinguished from third-party products.</p>
+
+<p>If you would like to provide software, services, events, or other products
+based on Apache Spark, please refer to the
+<a href="https://www.apache.org/foundation/marks/">ASF trademark policy</a>
+and <a href="https://www.apache.org/foundation/marks/faq">FAQ</a>.
+This page summarizes the key points of the policy, but please note that
+the official policy always takes precedence.</p>
+
+<ul>
+ <li><strong>Software products,</strong> whether commercial or open source, are not allowed to
+use &#8220;Spark&#8221; in their name, except in the form &#8220;powered by Apache Spark&#8221; or
+&#8220;for Apache Spark&#8221; when following
+<a href="https://www.apache.org/foundation/marks/faq/#products">these specific
+guidelines</a>.
+ <ul>
+ <li>Names derived from &#8220;Spark&#8221;, such as &#8220;sparkly&#8221;, are also not allowed.</li>
+ <li>Company names may not include &#8220;Spark&#8221;.</li>
+ <li>Package identifiers (e.g., Maven coordinates) may include
+&#8220;spark&#8221;, but the full name used for the software package should
+follow the naming policy above.</li>
+ </ul>
+ </li>
+ <li>
+ <p><strong>Written materials</strong> must refer to the project as &#8220;Apache Spark&#8221; in the first
+and most prominent mentions. Materials from software vendors or software-related
+service providers must follow
+<a href="https://www.apache.org/foundation/marks/guide#howoften">stricter
+guidelines</a>, including using the full project name &#8220;Apache Spark&#8221; in more
+locations, and proper
+<a href="https://www.apache.org/foundation/marks/faq/#attribution">trademark
+attribution</a> on every page.</p>
+ </li>
+ <li>
+ <p><strong>Logos</strong> derived from the Spark logo are not allowed.</p>
+ </li>
+ <li>
+ <p><strong>Domain names</strong> containing &#8220;spark&#8221; are not permitted without written
+permission from the Apache Spark PMC. To request permission, email
+<a href="mailto:private@spark.apache.org">private@spark.apache.org</a> and CC
+<a href="mailto:trademarks@apache.org">trademarks@apache.org</a>.
+(<a href="https://www.apache.org/foundation/marks/domains.html">Details</a>)</p>
+ </li>
+ <li><strong>Events, books, and merchandise</strong> have their own guidelines.
+Please refer to the
+<a href="https://www.apache.org/foundation/marks/">ASF trademark policy</a>
+and <a href="http://www.apache.org/foundation/marks/faq/">FAQ</a> for details.</li>
+</ul>
+
+<p>We appreciate the community&#8217;s help in respecting these guidelines.
+If you have any questions about the Apache trademark policy, please email
+<a href="mailto:trademarks@apache.org">trademarks@apache.org</a>.</p>
+
+ </div>
+</div>
+
+
+
+<footer class="small">
+ <hr>
+ Apache Spark, Spark, Apache, and the Spark logo are <a href="/trademarks.html">trademarks</a> of
+ <a href="http://www.apache.org">The Apache Software Foundation</a>.
+</footer>
+
+</div>
+
+</body>
+</html>
diff --git a/trademarks.md b/trademarks.md
new file mode 100644
index 000000000..ae263e87b
--- /dev/null
+++ b/trademarks.md
@@ -0,0 +1,62 @@
+---
+layout: global
+title: Trademark Guidelines
+type: "page singular"
+navigation:
+ weight: 7
+ show: true
+---
+<h2>Apache Spark Trademark Guidelines</h2>
+
+Apache Spark, Spark and the Spark logo are
+<a href="https://www.apache.org/foundation/marks/">trademarks</a>
+of the <a href="https://www.apache.org">Apache Software Foundation (ASF)</a>.
+The ASF is a 501(c)(3) nonprofit organization, and as such, needs to take
+special care about how its trademarks are used by organizations.
+In particular, ASF needs to ensure that its software products are clearly
+distinguished from third-party products.
+
+If you would like to provide software, services, events, or other products
+based on Apache Spark, please refer to the
+<a href="https://www.apache.org/foundation/marks/">ASF trademark policy</a>
+and <a href="https://www.apache.org/foundation/marks/faq">FAQ</a>.
+This page summarizes the key points of the policy, but please note that
+the official policy always takes precedence.
+
+* **Software products,** whether commercial or open source, are not allowed to
+ use "Spark" in their name, except in the form "powered by Apache Spark" or
+ "for Apache Spark" when following
+ <a href="https://www.apache.org/foundation/marks/faq/#products">these specific
+ guidelines</a>.
+ * Names derived from "Spark", such as "sparkly", are also not allowed.
+ * Company names may not include "Spark".
+ * Package identifiers (e.g., Maven coordinates) may include
+ "spark", but the full name used for the software package should
+ follow the naming policy above.
+
+
+* **Written materials** must refer to the project as "Apache Spark" in the first
+ and most prominent mentions. Materials from software vendors or software-related
+ service providers must follow
+ <a href="https://www.apache.org/foundation/marks/guide#howoften">stricter
+ guidelines</a>, including using the full project name "Apache Spark" in more
+ locations, and proper
+ <a href="https://www.apache.org/foundation/marks/faq/#attribution">trademark
+ attribution</a> on every page.
+
+* **Logos** derived from the Spark logo are not allowed.
+
+* **Domain names** containing "spark" are not permitted without written
+ permission from the Apache Spark PMC. To request permission, email
+ <a href="mailto:private@spark.apache.org">private@spark.apache.org</a> and CC
+ <a href="mailto:trademarks@apache.org">trademarks@apache.org</a>.
+ (<a href="https://www.apache.org/foundation/marks/domains.html">Details</a>)
+
+* **Events, books, and merchandise** have their own guidelines.
+ Please refer to the
+ <a href="https://www.apache.org/foundation/marks/">ASF trademark policy</a>
+ and <a href="http://www.apache.org/foundation/marks/faq/">FAQ</a> for details.
+
+We appreciate the community's help in respecting these guidelines.
+If you have any questions about the Apache trademark policy, please email
+<a href="mailto:trademarks@apache.org">trademarks@apache.org</a>.