summaryrefslogtreecommitdiff
path: root/site/releases/spark-release-1-2-2.html
blob: b23ee12cfd445b8179635b210746371e4c6f1264 (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
<!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>
     Spark Release 1.2.2 | 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']);
  (function() {
    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>Spark Release 1.2.2</h2>


<p>Spark 1.2.2 is a maintenance release containing stability fixes. This release is based on the <a href="https://github.com/apache/spark/tree/branch-1.2">branch-1.2</a> maintenance branch of Spark. We recommend all 1.2.1 users to upgrade to this stable release. Contributions to this release came from 39 developers.</p>

<p>To download Spark 1.2.2 visit the <a href="/downloads.html">downloads</a> page.</p>

<h3 id="fixes">Fixes</h3>
<p>Spark 1.2.2 contains bug fixes in several components. Some of the more important fixes are highlighted below. You can visit the <a href="https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20fixVersion%20%3D%201.2.2%20ORDER%20BY%20priority%2C%20component">Spark issue tracker</a> for the full list of fixes.</p>

<h4 id="spark-core">Spark Core</h4>
<ul>
  <li>Thread safety problem in Netty shuffle (<a href="http://issues.apache.org/jira/browse/SPARK-6578">SPARK-6578</a>)</li>
  <li>Memory leak in JobProgressListener (<a href="http://issues.apache.org/jira/browse/SPARK-5967">SPARK-5967</a>)</li>
  <li>Unable to launch on YARN 2.5.0 and later (<a href="http://issues.apache.org/jira/browse/SPARK-4267">SPARK-4267</a>)</li>
  <li>YARN auxiliary shuffle issue in secure mode (<a href="http://issues.apache.org/jira/browse/SPARK-5655">SPARK-5655</a>)</li>
</ul>

<h4 id="pyspark">PySpark</h4>
<ul>
  <li>Jobs hang during <code>collect</code> operation (<a href="http://issues.apache.org/jira/browse/SPARK-6667">SPARK-6667</a>)</li>
  <li>Zip fails with serializer error (<a href="http://issues.apache.org/jira/browse/SPARK-5973">SPARK-5973</a>)</li>
  <li>Memory leak using Spark SQL with PySpark (<a href="http://issues.apache.org/jira/browse/SPARK-6055">SPARK-6055</a>)</li>
  <li>Hanging when using large broadcast variables (<a href="http://issues.apache.org/jira/browse/SPARK-5363">SPARK-5363</a>)</li>
</ul>

<h3 id="contributors">Contributors</h3>
<p>The following developers contributed to this release:</p>

<ul>
  <li>Andrew Or &#8211; Bug fixes in Core and YARN</li>
  <li>Andrew Rowson &#8211; Bug fixes in YARN</li>
  <li>Anselme Vignon &#8211; Bug fixes in SQL</li>
  <li>Brennon York &#8211; Bug fixes in GraphX</li>
  <li>Cheng Hao &#8211; Bug fixes in Core</li>
  <li>Cheolsoo Park &#8211; Bug fixes in YARN</li>
  <li>Davies Liu &#8211; Improvements in PySpark; bug fixes in Streaming, Core, SQL, and PySpark; documentation in Core and PySpark</li>
  <li>Emre Sevinc &#8211; Documentation in Core and MLlib; improvement in Core</li>
  <li>Gen TANG &#8211; Bug fixes in EC2</li>
  <li>Hari Shreedharan &#8211; Bug fixes in Streaming</li>
  <li>Hung Lin &#8211; Bug fixes in scheduler</li>
  <li>Iulian Dragos &#8211; Test in Streaming</li>
  <li>Jacek Lewandowski &#8211; Bug fixes in Core</li>
  <li>Jesper Lundgren &#8211; Bug fixes in Streaming</li>
  <li>Josh Rosen &#8211; Bug fixes in Java API, Streaming, tests, and Core</li>
  <li>Kashish Jain &#8211; Bug fixes in YARN</li>
  <li>Kay Ousterhout &#8211; Bug fixes in Core and SQL</li>
  <li>Kousuke Saruta &#8211; Improvements in Streaming and tests</li>
  <li>Li Zhihui &#8211; Documentation in Core</li>
  <li>Manoj Kumar &#8211; Improvements in MLlib</li>
  <li>Matt Cheah &#8211; Bug fixes in Core</li>
  <li>Michael Nazario &#8211; Bug fixes in PySpark</li>
  <li>Mingyu Kim &#8211; Bug fixes in Core</li>
  <li>Nathan McCarthy &#8211; Bug fixes in Core</li>
  <li>Nicholas Chammas &#8211; Bug fixes in EC2</li>
  <li>Peng Xu &#8211; Documentation in Core</li>
  <li>Reynold Xin &#8211; Bug fixes in Core</li>
  <li>Ryan Williams &#8211; Improvements in Core</li>
  <li>Sean Owen &#8211; Improvements in EC2; bug fixes in Core, tests, YARN, Streaming, scheduler, and Web UI</li>
  <li>Shixiong Zhu &#8211; Improvements in Shuffle</li>
  <li>Tathagata Das &#8211; Bug fixes in Streaming and Web UI</li>
  <li>Venkata Ramana Gollamudi &#8211; Improvement in Core</li>
  <li>Vladimir Grigor &#8211; Bug fixes in EC2</li>
  <li>Wang Tao &#8211; Bug fixes in Core</li>
  <li>Winston Chen &#8211; Bug fixes in PySpark</li>
  <li>Yin Huai &#8211; Bug fixes in SQL</li>
  <li>Yuhao Yang &#8211; Bug fixes in MLlib</li>
  <li>Zhan Zhang &#8211; Bug fixes in Core</li>
  <li>Zhang, Liye &#8211; Bug fixes in Core</li>
</ul>

<p><em>Thanks to everyone who contributed!</em></p>



<p>
<br/>
<a href="/news/">Spark News Archive</a>
</p>

  </div>
</div>



<footer class="small">
  <hr>
  Apache Spark, Spark, Apache, and the Spark logo are <a href="https://www.apache.org/foundation/marks/">trademarks</a> of
  <a href="http://www.apache.org">The Apache Software Foundation</a>.
</footer>

</div>

</body>
</html>