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| <div class="subTitle">org.apache.mahout.vectorizer.collocations.llr</div> |
| <h2 title="Class CollocMapper" class="title">Class CollocMapper</h2> |
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| <li>org.apache.hadoop.mapreduce.Mapper<org.apache.hadoop.io.Text,<a href="../../../../../../org/apache/mahout/common/StringTuple.html" title="class in org.apache.mahout.common">StringTuple</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/GramKey.html" title="class in org.apache.mahout.vectorizer.collocations.llr">GramKey</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/Gram.html" title="class in org.apache.mahout.vectorizer.collocations.llr">Gram</a>></li> |
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| <pre>public class <span class="typeNameLabel">CollocMapper</span> |
| extends org.apache.hadoop.mapreduce.Mapper<org.apache.hadoop.io.Text,<a href="../../../../../../org/apache/mahout/common/StringTuple.html" title="class in org.apache.mahout.common">StringTuple</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/GramKey.html" title="class in org.apache.mahout.vectorizer.collocations.llr">GramKey</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/Gram.html" title="class in org.apache.mahout.vectorizer.collocations.llr">Gram</a>></pre> |
| <div class="block">Pass 1 of the Collocation discovery job which generated ngrams and emits ngrams an their component n-1grams. |
| Input is a SequeceFile<Text,StringTuple>, where the key is a document id and the value is the tokenized documents. |
| <p/></div> |
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| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/CollocMapper.html#MAX_SHINGLE_SIZE">MAX_SHINGLE_SIZE</a></span></code> </td> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/CollocMapper.html#CollocMapper--">CollocMapper</a></span>()</code> </td> |
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| <td class="colFirst"><code>protected void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/CollocMapper.html#map-org.apache.hadoop.io.Text-org.apache.mahout.common.StringTuple-org.apache.hadoop.mapreduce.Mapper.Context-">map</a></span>(org.apache.hadoop.io.Text key, |
| <a href="../../../../../../org/apache/mahout/common/StringTuple.html" title="class in org.apache.mahout.common">StringTuple</a> value, |
| org.apache.hadoop.mapreduce.Mapper.Context context)</code> |
| <div class="block">Collocation finder: pass 1 map phase.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>protected void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/CollocMapper.html#setup-org.apache.hadoop.mapreduce.Mapper.Context-">setup</a></span>(org.apache.hadoop.mapreduce.Mapper.Context context)</code> </td> |
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| <code>cleanup, run</code></li> |
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| <h4>MAX_SHINGLE_SIZE</h4> |
| <pre>public static final <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MAX_SHINGLE_SIZE</pre> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../constant-values.html#org.apache.mahout.vectorizer.collocations.llr.CollocMapper.MAX_SHINGLE_SIZE">Constant Field Values</a></dd> |
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| <a name="CollocMapper--"> |
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| <h4>CollocMapper</h4> |
| <pre>public CollocMapper()</pre> |
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| <a name="map-org.apache.hadoop.io.Text-org.apache.mahout.common.StringTuple-org.apache.hadoop.mapreduce.Mapper.Context-"> |
| <!-- --> |
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| <h4>map</h4> |
| <pre>protected void map(org.apache.hadoop.io.Text key, |
| <a href="../../../../../../org/apache/mahout/common/StringTuple.html" title="class in org.apache.mahout.common">StringTuple</a> value, |
| org.apache.hadoop.mapreduce.Mapper.Context context) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a>, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/InterruptedException.html?is-external=true" title="class or interface in java.lang">InterruptedException</a></pre> |
| <div class="block">Collocation finder: pass 1 map phase. |
| <p/> |
| Receives a token stream which gets passed through a Lucene ShingleFilter. The ShingleFilter delivers ngrams of |
| the appropriate size which are then decomposed into head and tail subgrams which are collected in the |
| following manner |
| <p/> |
| <pre> |
| k:head_key, v:head_subgram |
| k:head_key,ngram_key, v:ngram |
| k:tail_key, v:tail_subgram |
| k:tail_key,ngram_key, v:ngram |
| </pre> |
| <p/> |
| The 'head' or 'tail' prefix is used to specify whether the subgram in question is the head or tail of the |
| ngram. In this implementation the head of the ngram is a (n-1)gram, and the tail is a (1)gram. |
| <p/> |
| For example, given 'click and clack' and an ngram length of 3: |
| <pre> |
| k: head_'click and' v:head_'click and' |
| k: head_'click and',ngram_'click and clack' v:ngram_'click and clack' |
| k: tail_'clack', v:tail_'clack' |
| k: tail_'clack',ngram_'click and clack' v:ngram_'click and clack' |
| </pre> |
| <p/> |
| Also counts the total number of ngrams encountered and adds it to the counter |
| CollocDriver.Count.NGRAM_TOTAL |
| </p></div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code>map</code> in class <code>org.apache.hadoop.mapreduce.Mapper<org.apache.hadoop.io.Text,<a href="../../../../../../org/apache/mahout/common/StringTuple.html" title="class in org.apache.mahout.common">StringTuple</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/GramKey.html" title="class in org.apache.mahout.vectorizer.collocations.llr">GramKey</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/Gram.html" title="class in org.apache.mahout.vectorizer.collocations.llr">Gram</a>></code></dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code> - if there's a problem with the ShingleFilter reading data or the collector collecting output.</dd> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/InterruptedException.html?is-external=true" title="class or interface in java.lang">InterruptedException</a></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="setup-org.apache.hadoop.mapreduce.Mapper.Context-"> |
| <!-- --> |
| </a> |
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| <h4>setup</h4> |
| <pre>protected void setup(org.apache.hadoop.mapreduce.Mapper.Context context) |
| throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a>, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/InterruptedException.html?is-external=true" title="class or interface in java.lang">InterruptedException</a></pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code>setup</code> in class <code>org.apache.hadoop.mapreduce.Mapper<org.apache.hadoop.io.Text,<a href="../../../../../../org/apache/mahout/common/StringTuple.html" title="class in org.apache.mahout.common">StringTuple</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/GramKey.html" title="class in org.apache.mahout.vectorizer.collocations.llr">GramKey</a>,<a href="../../../../../../org/apache/mahout/vectorizer/collocations/llr/Gram.html" title="class in org.apache.mahout.vectorizer.collocations.llr">Gram</a>></code></dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd> |
| <dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/InterruptedException.html?is-external=true" title="class or interface in java.lang">InterruptedException</a></code></dd> |
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