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     <h1 class="page-title">Storm Redis Integration</h1>
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 	             <!-- Documentation -->

 <p class="post-meta"></p>

 <div class="documentation-content"><p>Storm/Trident integration for <a href="http://redis.io/">Redis</a></p>

 <p>Storm-redis uses Jedis for Redis client.</p>

 <h2 id="usage">Usage</h2>

 <h3 id="how-do-i-use-it">How do I use it?</h3>

 <p>use it as a maven dependency:</p>
 <div class="highlight"><pre><code class="language-xml" data-lang="xml"><span class="nt">&lt;dependency&gt;</span>
     <span class="nt">&lt;groupId&gt;</span>org.apache.storm<span class="nt">&lt;/groupId&gt;</span>
     <span class="nt">&lt;artifactId&gt;</span>storm-redis<span class="nt">&lt;/artifactId&gt;</span>
     <span class="nt">&lt;version&gt;</span>${storm.version}<span class="nt">&lt;/version&gt;</span>
     <span class="nt">&lt;type&gt;</span>jar<span class="nt">&lt;/type&gt;</span>
 <span class="nt">&lt;/dependency&gt;</span>
 </code></pre></div>
 <h3 id="for-normal-bolt">For normal Bolt</h3>

 <p>Storm-redis provides basic Bolt implementations, <code>RedisLookupBolt</code> and <code>RedisStoreBolt</code>, and <code>RedisFilterBolt</code>.</p>

 <p>As name represents its usage, <code>RedisLookupBolt</code> retrieves value from Redis using key, and <code>RedisStoreBolt</code> stores key / value to Redis, and <code>RedisFilterBolt</code> filters out tuple which key or field doesn&#39;t exist on Redis.</p>

 <p>One tuple will be matched to one key / value pair, and you can define match pattern to <code>TupleMapper</code>.</p>

 <p>You can also choose data type from <code>RedisDataTypeDescription</code> to use. Please refer <code>RedisDataTypeDescription.RedisDataType</code> to see what data types are supported. In some data types (hash and sorted set, and set if only RedisFilterBolt), it requires additional key and converted key from tuple becomes element.</p>

 <p>These interfaces are combined with <code>RedisLookupMapper</code> and <code>RedisStoreMapper</code> and <code>RedisFilterMapper</code> which fit <code>RedisLookupBolt</code> and <code>RedisStoreBolt</code>, and <code>RedisFilterBolt</code> respectively.
 (When you want to implement RedisFilterMapper, be sure to set declareOutputFields() to declare same fields to input stream, since FilterBolt forwards input tuples when they exist on Redis.)   </p>

 <h4 id="redislookupbolt-example">RedisLookupBolt example</h4>
 <div class="highlight"><pre><code class="language-java" data-lang="java"><span class="kd">class</span> <span class="nc">WordCountRedisLookupMapper</span> <span class="kd">implements</span> <span class="n">RedisLookupMapper</span> <span class="o">{</span>
     <span class="kd">private</span> <span class="n">RedisDataTypeDescription</span> <span class="n">description</span><span class="o">;</span>
     <span class="kd">private</span> <span class="kd">final</span> <span class="n">String</span> <span class="n">hashKey</span> <span class="o">=</span> <span class="s">"wordCount"</span><span class="o">;</span>

     <span class="kd">public</span> <span class="nf">WordCountRedisLookupMapper</span><span class="o">()</span> <span class="o">{</span>
         <span class="n">description</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisDataTypeDescription</span><span class="o">(</span>
                 <span class="n">RedisDataTypeDescription</span><span class="o">.</span><span class="na">RedisDataType</span><span class="o">.</span><span class="na">HASH</span><span class="o">,</span> <span class="n">hashKey</span><span class="o">);</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">List</span><span class="o">&lt;</span><span class="n">Values</span><span class="o">&gt;</span> <span class="nf">toTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">input</span><span class="o">,</span> <span class="n">Object</span> <span class="n">value</span><span class="o">)</span> <span class="o">{</span>
         <span class="n">String</span> <span class="n">member</span> <span class="o">=</span> <span class="n">getKeyFromTuple</span><span class="o">(</span><span class="n">input</span><span class="o">);</span>
         <span class="n">List</span><span class="o">&lt;</span><span class="n">Values</span><span class="o">&gt;</span> <span class="n">values</span> <span class="o">=</span> <span class="n">Lists</span><span class="o">.</span><span class="na">newArrayList</span><span class="o">();</span>
         <span class="n">values</span><span class="o">.</span><span class="na">add</span><span class="o">(</span><span class="k">new</span> <span class="n">Values</span><span class="o">(</span><span class="n">member</span><span class="o">,</span> <span class="n">value</span><span class="o">));</span>
         <span class="k">return</span> <span class="n">values</span><span class="o">;</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="kt">void</span> <span class="nf">declareOutputFields</span><span class="o">(</span><span class="n">OutputFieldsDeclarer</span> <span class="n">declarer</span><span class="o">)</span> <span class="o">{</span>
         <span class="n">declarer</span><span class="o">.</span><span class="na">declare</span><span class="o">(</span><span class="k">new</span> <span class="n">Fields</span><span class="o">(</span><span class="s">"wordName"</span><span class="o">,</span> <span class="s">"count"</span><span class="o">));</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">RedisDataTypeDescription</span> <span class="nf">getDataTypeDescription</span><span class="o">()</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">description</span><span class="o">;</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">String</span> <span class="nf">getKeyFromTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">tuple</span><span class="o">)</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">tuple</span><span class="o">.</span><span class="na">getStringByField</span><span class="o">(</span><span class="s">"word"</span><span class="o">);</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">String</span> <span class="nf">getValueFromTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">tuple</span><span class="o">)</span> <span class="o">{</span>
         <span class="k">return</span> <span class="kc">null</span><span class="o">;</span>
     <span class="o">}</span>
 <span class="o">}</span>
 </code></pre></div><div class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">JedisPoolConfig</span> <span class="n">poolConfig</span> <span class="o">=</span> <span class="k">new</span> <span class="n">JedisPoolConfig</span><span class="o">.</span><span class="na">Builder</span><span class="o">()</span>
         <span class="o">.</span><span class="na">setHost</span><span class="o">(</span><span class="n">host</span><span class="o">).</span><span class="na">setPort</span><span class="o">(</span><span class="n">port</span><span class="o">).</span><span class="na">build</span><span class="o">();</span>
 <span class="n">RedisLookupMapper</span> <span class="n">lookupMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">WordCountRedisLookupMapper</span><span class="o">();</span>
 <span class="n">RedisLookupBolt</span> <span class="n">lookupBolt</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisLookupBolt</span><span class="o">(</span><span class="n">poolConfig</span><span class="o">,</span> <span class="n">lookupMapper</span><span class="o">);</span>
 </code></pre></div>
 <h4 id="redisfilterbolt-example">RedisFilterBolt example</h4>
 <div class="highlight"><pre><code class="language-java" data-lang="java"><span class="kd">class</span> <span class="nc">BlacklistWordFilterMapper</span> <span class="kd">implements</span> <span class="n">RedisFilterMapper</span> <span class="o">{</span>
     <span class="kd">private</span> <span class="n">RedisDataTypeDescription</span> <span class="n">description</span><span class="o">;</span>
     <span class="kd">private</span> <span class="kd">final</span> <span class="n">String</span> <span class="n">setKey</span> <span class="o">=</span> <span class="s">"blacklist"</span><span class="o">;</span>

     <span class="kd">public</span> <span class="nf">BlacklistWordFilterMapper</span><span class="o">()</span> <span class="o">{</span>
         <span class="n">description</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisDataTypeDescription</span><span class="o">(</span>
                 <span class="n">RedisDataTypeDescription</span><span class="o">.</span><span class="na">RedisDataType</span><span class="o">.</span><span class="na">SET</span><span class="o">,</span> <span class="n">setKey</span><span class="o">);</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="kt">void</span> <span class="nf">declareOutputFields</span><span class="o">(</span><span class="n">OutputFieldsDeclarer</span> <span class="n">declarer</span><span class="o">)</span> <span class="o">{</span>
         <span class="n">declarer</span><span class="o">.</span><span class="na">declare</span><span class="o">(</span><span class="k">new</span> <span class="n">Fields</span><span class="o">(</span><span class="s">"word"</span><span class="o">,</span> <span class="s">"count"</span><span class="o">));</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">RedisDataTypeDescription</span> <span class="nf">getDataTypeDescription</span><span class="o">()</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">description</span><span class="o">;</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">String</span> <span class="nf">getKeyFromTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">tuple</span><span class="o">)</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">tuple</span><span class="o">.</span><span class="na">getStringByField</span><span class="o">(</span><span class="s">"word"</span><span class="o">);</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">String</span> <span class="nf">getValueFromTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">tuple</span><span class="o">)</span> <span class="o">{</span>
         <span class="k">return</span> <span class="kc">null</span><span class="o">;</span>
     <span class="o">}</span>
 <span class="o">}</span>
 </code></pre></div><div class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">JedisPoolConfig</span> <span class="n">poolConfig</span> <span class="o">=</span> <span class="k">new</span> <span class="n">JedisPoolConfig</span><span class="o">.</span><span class="na">Builder</span><span class="o">()</span>
         <span class="o">.</span><span class="na">setHost</span><span class="o">(</span><span class="n">host</span><span class="o">).</span><span class="na">setPort</span><span class="o">(</span><span class="n">port</span><span class="o">).</span><span class="na">build</span><span class="o">();</span>
 <span class="n">RedisFilterMapper</span> <span class="n">filterMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">BlacklistWordFilterMapper</span><span class="o">();</span>
 <span class="n">RedisFilterBolt</span> <span class="n">filterBolt</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisFilterBolt</span><span class="o">(</span><span class="n">poolConfig</span><span class="o">,</span> <span class="n">filterMapper</span><span class="o">);</span>
 </code></pre></div>
 <h4 id="redisstorebolt-example">RedisStoreBolt example</h4>
 <div class="highlight"><pre><code class="language-java" data-lang="java"><span class="kd">class</span> <span class="nc">WordCountStoreMapper</span> <span class="kd">implements</span> <span class="n">RedisStoreMapper</span> <span class="o">{</span>
     <span class="kd">private</span> <span class="n">RedisDataTypeDescription</span> <span class="n">description</span><span class="o">;</span>
     <span class="kd">private</span> <span class="kd">final</span> <span class="n">String</span> <span class="n">hashKey</span> <span class="o">=</span> <span class="s">"wordCount"</span><span class="o">;</span>

     <span class="kd">public</span> <span class="nf">WordCountStoreMapper</span><span class="o">()</span> <span class="o">{</span>
         <span class="n">description</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisDataTypeDescription</span><span class="o">(</span>
             <span class="n">RedisDataTypeDescription</span><span class="o">.</span><span class="na">RedisDataType</span><span class="o">.</span><span class="na">HASH</span><span class="o">,</span> <span class="n">hashKey</span><span class="o">);</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">RedisDataTypeDescription</span> <span class="nf">getDataTypeDescription</span><span class="o">()</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">description</span><span class="o">;</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">String</span> <span class="nf">getKeyFromTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">tuple</span><span class="o">)</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">tuple</span><span class="o">.</span><span class="na">getStringByField</span><span class="o">(</span><span class="s">"word"</span><span class="o">);</span>
     <span class="o">}</span>

     <span class="nd">@Override</span>
     <span class="kd">public</span> <span class="n">String</span> <span class="nf">getValueFromTuple</span><span class="o">(</span><span class="n">ITuple</span> <span class="n">tuple</span><span class="o">)</span> <span class="o">{</span>
         <span class="k">return</span> <span class="n">tuple</span><span class="o">.</span><span class="na">getStringByField</span><span class="o">(</span><span class="s">"count"</span><span class="o">);</span>
     <span class="o">}</span>
 <span class="o">}</span>
 </code></pre></div><div class="highlight"><pre><code class="language-java" data-lang="java"><span class="n">JedisPoolConfig</span> <span class="n">poolConfig</span> <span class="o">=</span> <span class="k">new</span> <span class="n">JedisPoolConfig</span><span class="o">.</span><span class="na">Builder</span><span class="o">()</span>
                 <span class="o">.</span><span class="na">setHost</span><span class="o">(</span><span class="n">host</span><span class="o">).</span><span class="na">setPort</span><span class="o">(</span><span class="n">port</span><span class="o">).</span><span class="na">build</span><span class="o">();</span>
 <span class="n">RedisStoreMapper</span> <span class="n">storeMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">WordCountStoreMapper</span><span class="o">();</span>
 <span class="n">RedisStoreBolt</span> <span class="n">storeBolt</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisStoreBolt</span><span class="o">(</span><span class="n">poolConfig</span><span class="o">,</span> <span class="n">storeMapper</span><span class="o">);</span>
 </code></pre></div>
 <h3 id="for-non-simple-bolt">For non-simple Bolt</h3>

 <p>If your scenario doesn&#39;t fit <code>RedisStoreBolt</code> and <code>RedisLookupBolt</code> and <code>RedisFilterBolt</code>, storm-redis also provides <code>AbstractRedisBolt</code> to let you extend and apply your business logic.</p>
 <div class="highlight"><pre><code class="language-java" data-lang="java">    <span class="kd">public</span> <span class="kd">static</span> <span class="kd">class</span> <span class="nc">LookupWordTotalCountBolt</span> <span class="kd">extends</span> <span class="n">AbstractRedisBolt</span> <span class="o">{</span>
         <span class="kd">private</span> <span class="kd">static</span> <span class="kd">final</span> <span class="n">Logger</span> <span class="n">LOG</span> <span class="o">=</span> <span class="n">LoggerFactory</span><span class="o">.</span><span class="na">getLogger</span><span class="o">(</span><span class="n">LookupWordTotalCountBolt</span><span class="o">.</span><span class="na">class</span><span class="o">);</span>
         <span class="kd">private</span> <span class="kd">static</span> <span class="kd">final</span> <span class="n">Random</span> <span class="n">RANDOM</span> <span class="o">=</span> <span class="k">new</span> <span class="n">Random</span><span class="o">();</span>

         <span class="kd">public</span> <span class="nf">LookupWordTotalCountBolt</span><span class="o">(</span><span class="n">JedisPoolConfig</span> <span class="n">config</span><span class="o">)</span> <span class="o">{</span>
             <span class="kd">super</span><span class="o">(</span><span class="n">config</span><span class="o">);</span>
         <span class="o">}</span>

         <span class="kd">public</span> <span class="nf">LookupWordTotalCountBolt</span><span class="o">(</span><span class="n">JedisClusterConfig</span> <span class="n">config</span><span class="o">)</span> <span class="o">{</span>
             <span class="kd">super</span><span class="o">(</span><span class="n">config</span><span class="o">);</span>
         <span class="o">}</span>

         <span class="nd">@Override</span>
         <span class="kd">public</span> <span class="kt">void</span> <span class="nf">execute</span><span class="o">(</span><span class="n">Tuple</span> <span class="n">input</span><span class="o">)</span> <span class="o">{</span>
             <span class="n">JedisCommands</span> <span class="n">jedisCommands</span> <span class="o">=</span> <span class="kc">null</span><span class="o">;</span>
             <span class="k">try</span> <span class="o">{</span>
                 <span class="n">jedisCommands</span> <span class="o">=</span> <span class="n">getInstance</span><span class="o">();</span>
                 <span class="n">String</span> <span class="n">wordName</span> <span class="o">=</span> <span class="n">input</span><span class="o">.</span><span class="na">getStringByField</span><span class="o">(</span><span class="s">"word"</span><span class="o">);</span>
                 <span class="n">String</span> <span class="n">countStr</span> <span class="o">=</span> <span class="n">jedisCommands</span><span class="o">.</span><span class="na">get</span><span class="o">(</span><span class="n">wordName</span><span class="o">);</span>
                 <span class="k">if</span> <span class="o">(</span><span class="n">countStr</span> <span class="o">!=</span> <span class="kc">null</span><span class="o">)</span> <span class="o">{</span>
                     <span class="kt">int</span> <span class="n">count</span> <span class="o">=</span> <span class="n">Integer</span><span class="o">.</span><span class="na">parseInt</span><span class="o">(</span><span class="n">countStr</span><span class="o">);</span>
                     <span class="k">this</span><span class="o">.</span><span class="na">collector</span><span class="o">.</span><span class="na">emit</span><span class="o">(</span><span class="k">new</span> <span class="n">Values</span><span class="o">(</span><span class="n">wordName</span><span class="o">,</span> <span class="n">count</span><span class="o">));</span>

                     <span class="c1">// print lookup result with low probability</span>
                     <span class="k">if</span><span class="o">(</span><span class="n">RANDOM</span><span class="o">.</span><span class="na">nextInt</span><span class="o">(</span><span class="mi">1000</span><span class="o">)</span> <span class="o">&gt;</span> <span class="mi">995</span><span class="o">)</span> <span class="o">{</span>
                         <span class="n">LOG</span><span class="o">.</span><span class="na">info</span><span class="o">(</span><span class="s">"Lookup result - word : "</span> <span class="o">+</span> <span class="n">wordName</span> <span class="o">+</span> <span class="s">" / count : "</span> <span class="o">+</span> <span class="n">count</span><span class="o">);</span>
                     <span class="o">}</span>
                 <span class="o">}</span> <span class="k">else</span> <span class="o">{</span>
                     <span class="c1">// skip</span>
                     <span class="n">LOG</span><span class="o">.</span><span class="na">warn</span><span class="o">(</span><span class="s">"Word not found in Redis - word : "</span> <span class="o">+</span> <span class="n">wordName</span><span class="o">);</span>
                 <span class="o">}</span>
             <span class="o">}</span> <span class="k">finally</span> <span class="o">{</span>
                 <span class="k">if</span> <span class="o">(</span><span class="n">jedisCommands</span> <span class="o">!=</span> <span class="kc">null</span><span class="o">)</span> <span class="o">{</span>
                     <span class="n">returnInstance</span><span class="o">(</span><span class="n">jedisCommands</span><span class="o">);</span>
                 <span class="o">}</span>
                 <span class="k">this</span><span class="o">.</span><span class="na">collector</span><span class="o">.</span><span class="na">ack</span><span class="o">(</span><span class="n">input</span><span class="o">);</span>
             <span class="o">}</span>
         <span class="o">}</span>

         <span class="nd">@Override</span>
         <span class="kd">public</span> <span class="kt">void</span> <span class="nf">declareOutputFields</span><span class="o">(</span><span class="n">OutputFieldsDeclarer</span> <span class="n">declarer</span><span class="o">)</span> <span class="o">{</span>
             <span class="c1">// wordName, count</span>
             <span class="n">declarer</span><span class="o">.</span><span class="na">declare</span><span class="o">(</span><span class="k">new</span> <span class="n">Fields</span><span class="o">(</span><span class="s">"wordName"</span><span class="o">,</span> <span class="s">"count"</span><span class="o">));</span>
         <span class="o">}</span>
     <span class="o">}</span>
 </code></pre></div>
 <h3 id="trident-state-usage">Trident State usage</h3>

 <ol>
 <li><p>RedisState and RedisMapState, which provide Jedis interface just for single redis.</p></li>
 <li><p>RedisClusterState and RedisClusterMapState, which provide JedisCluster interface, just for redis cluster.</p></li>
 </ol>

 <p>RedisState</p>
 <div class="highlight"><pre><code class="language-java" data-lang="java">        <span class="n">JedisPoolConfig</span> <span class="n">poolConfig</span> <span class="o">=</span> <span class="k">new</span> <span class="n">JedisPoolConfig</span><span class="o">.</span><span class="na">Builder</span><span class="o">()</span>
                                         <span class="o">.</span><span class="na">setHost</span><span class="o">(</span><span class="n">redisHost</span><span class="o">).</span><span class="na">setPort</span><span class="o">(</span><span class="n">redisPort</span><span class="o">)</span>
                                         <span class="o">.</span><span class="na">build</span><span class="o">();</span>
         <span class="n">RedisStoreMapper</span> <span class="n">storeMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">WordCountStoreMapper</span><span class="o">();</span>
         <span class="n">RedisLookupMapper</span> <span class="n">lookupMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">WordCountLookupMapper</span><span class="o">();</span>
         <span class="n">RedisState</span><span class="o">.</span><span class="na">Factory</span> <span class="n">factory</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisState</span><span class="o">.</span><span class="na">Factory</span><span class="o">(</span><span class="n">poolConfig</span><span class="o">);</span>

         <span class="n">TridentTopology</span> <span class="n">topology</span> <span class="o">=</span> <span class="k">new</span> <span class="n">TridentTopology</span><span class="o">();</span>
         <span class="n">Stream</span> <span class="n">stream</span> <span class="o">=</span> <span class="n">topology</span><span class="o">.</span><span class="na">newStream</span><span class="o">(</span><span class="s">"spout1"</span><span class="o">,</span> <span class="n">spout</span><span class="o">);</span>

         <span class="n">stream</span><span class="o">.</span><span class="na">partitionPersist</span><span class="o">(</span><span class="n">factory</span><span class="o">,</span>
                                 <span class="n">fields</span><span class="o">,</span>
                                 <span class="k">new</span> <span class="nf">RedisStateUpdater</span><span class="o">(</span><span class="n">storeMapper</span><span class="o">).</span><span class="na">withExpire</span><span class="o">(</span><span class="mi">86400000</span><span class="o">),</span>
                                 <span class="k">new</span> <span class="nf">Fields</span><span class="o">());</span>

         <span class="n">TridentState</span> <span class="n">state</span> <span class="o">=</span> <span class="n">topology</span><span class="o">.</span><span class="na">newStaticState</span><span class="o">(</span><span class="n">factory</span><span class="o">);</span>
         <span class="n">stream</span> <span class="o">=</span> <span class="n">stream</span><span class="o">.</span><span class="na">stateQuery</span><span class="o">(</span><span class="n">state</span><span class="o">,</span> <span class="k">new</span> <span class="n">Fields</span><span class="o">(</span><span class="s">"word"</span><span class="o">),</span>
                                 <span class="k">new</span> <span class="nf">RedisStateQuerier</span><span class="o">(</span><span class="n">lookupMapper</span><span class="o">),</span>
                                 <span class="k">new</span> <span class="nf">Fields</span><span class="o">(</span><span class="s">"columnName"</span><span class="o">,</span><span class="s">"columnValue"</span><span class="o">));</span>
 </code></pre></div>
 <p>RedisClusterState</p>
 <div class="highlight"><pre><code class="language-java" data-lang="java">        <span class="n">Set</span><span class="o">&lt;</span><span class="n">InetSocketAddress</span><span class="o">&gt;</span> <span class="n">nodes</span> <span class="o">=</span> <span class="k">new</span> <span class="n">HashSet</span><span class="o">&lt;</span><span class="n">InetSocketAddress</span><span class="o">&gt;();</span>
         <span class="k">for</span> <span class="o">(</span><span class="n">String</span> <span class="n">hostPort</span> <span class="o">:</span> <span class="n">redisHostPort</span><span class="o">.</span><span class="na">split</span><span class="o">(</span><span class="s">","</span><span class="o">))</span> <span class="o">{</span>
             <span class="n">String</span><span class="o">[]</span> <span class="n">host_port</span> <span class="o">=</span> <span class="n">hostPort</span><span class="o">.</span><span class="na">split</span><span class="o">(</span><span class="s">":"</span><span class="o">);</span>
             <span class="n">nodes</span><span class="o">.</span><span class="na">add</span><span class="o">(</span><span class="k">new</span> <span class="n">InetSocketAddress</span><span class="o">(</span><span class="n">host_port</span><span class="o">[</span><span class="mi">0</span><span class="o">],</span> <span class="n">Integer</span><span class="o">.</span><span class="na">valueOf</span><span class="o">(</span><span class="n">host_port</span><span class="o">[</span><span class="mi">1</span><span class="o">])));</span>
         <span class="o">}</span>
         <span class="n">JedisClusterConfig</span> <span class="n">clusterConfig</span> <span class="o">=</span> <span class="k">new</span> <span class="n">JedisClusterConfig</span><span class="o">.</span><span class="na">Builder</span><span class="o">().</span><span class="na">setNodes</span><span class="o">(</span><span class="n">nodes</span><span class="o">)</span>
                                         <span class="o">.</span><span class="na">build</span><span class="o">();</span>
         <span class="n">RedisStoreMapper</span> <span class="n">storeMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">WordCountStoreMapper</span><span class="o">();</span>
         <span class="n">RedisLookupMapper</span> <span class="n">lookupMapper</span> <span class="o">=</span> <span class="k">new</span> <span class="n">WordCountLookupMapper</span><span class="o">();</span>
         <span class="n">RedisClusterState</span><span class="o">.</span><span class="na">Factory</span> <span class="n">factory</span> <span class="o">=</span> <span class="k">new</span> <span class="n">RedisClusterState</span><span class="o">.</span><span class="na">Factory</span><span class="o">(</span><span class="n">clusterConfig</span><span class="o">);</span>

         <span class="n">TridentTopology</span> <span class="n">topology</span> <span class="o">=</span> <span class="k">new</span> <span class="n">TridentTopology</span><span class="o">();</span>
         <span class="n">Stream</span> <span class="n">stream</span> <span class="o">=</span> <span class="n">topology</span><span class="o">.</span><span class="na">newStream</span><span class="o">(</span><span class="s">"spout1"</span><span class="o">,</span> <span class="n">spout</span><span class="o">);</span>

         <span class="n">stream</span><span class="o">.</span><span class="na">partitionPersist</span><span class="o">(</span><span class="n">factory</span><span class="o">,</span>
                                 <span class="n">fields</span><span class="o">,</span>
                                 <span class="k">new</span> <span class="nf">RedisClusterStateUpdater</span><span class="o">(</span><span class="n">storeMapper</span><span class="o">).</span><span class="na">withExpire</span><span class="o">(</span><span class="mi">86400000</span><span class="o">),</span>
                                 <span class="k">new</span> <span class="nf">Fields</span><span class="o">());</span>

         <span class="n">TridentState</span> <span class="n">state</span> <span class="o">=</span> <span class="n">topology</span><span class="o">.</span><span class="na">newStaticState</span><span class="o">(</span><span class="n">factory</span><span class="o">);</span>
         <span class="n">stream</span> <span class="o">=</span> <span class="n">stream</span><span class="o">.</span><span class="na">stateQuery</span><span class="o">(</span><span class="n">state</span><span class="o">,</span> <span class="k">new</span> <span class="n">Fields</span><span class="o">(</span><span class="s">"word"</span><span class="o">),</span>
                                 <span class="k">new</span> <span class="nf">RedisClusterStateQuerier</span><span class="o">(</span><span class="n">lookupMapper</span><span class="o">),</span>
                                 <span class="k">new</span> <span class="nf">Fields</span><span class="o">(</span><span class="s">"columnName"</span><span class="o">,</span><span class="s">"columnValue"</span><span class="o">));</span>
 </code></pre></div></div>


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