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91org.apache.hadoop.mapred.lib</FONT>
92<BR>
93Class InputSampler.RandomSampler&lt;K,V&gt;</H2>
94<PRE>
95<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</A>
96  <IMG SRC="../../../../../resources/inherit.gif" ALT="extended by "><B>org.apache.hadoop.mapred.lib.InputSampler.RandomSampler&lt;K,V&gt;</B>
97</PRE>
98<DL>
99<DT><B>All Implemented Interfaces:</B> <DD><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.Sampler.html" title="interface in org.apache.hadoop.mapred.lib">InputSampler.Sampler</A>&lt;K,V&gt;</DD>
100</DL>
101<DL>
102<DT><B>Enclosing class:</B><DD><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.html" title="class in org.apache.hadoop.mapred.lib">InputSampler</A>&lt;<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.html" title="type parameter in InputSampler">K</A>,<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.html" title="type parameter in InputSampler">V</A>&gt;</DD>
103</DL>
104<HR>
105<DL>
106<DT><PRE>public static class <B>InputSampler.RandomSampler&lt;K,V&gt;</B><DT>extends <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A><DT>implements <A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.Sampler.html" title="interface in org.apache.hadoop.mapred.lib">InputSampler.Sampler</A>&lt;K,V&gt;</DL>
107</PRE>
108
109<P>
110Sample from random points in the input.
111 General-purpose sampler. Takes numSamples / maxSplitsSampled inputs from
112 each split.
113<P>
114
115<P>
116<HR>
117
118<P>
119
120<!-- ======== CONSTRUCTOR SUMMARY ======== -->
121
122<A NAME="constructor_summary"><!-- --></A>
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125<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
126<B>Constructor Summary</B></FONT></TH>
127</TR>
128<TR BGCOLOR="white" CLASS="TableRowColor">
129<TD><CODE><B><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html#InputSampler.RandomSampler(double, int)">InputSampler.RandomSampler</A></B>(double&nbsp;freq,
130                           int&nbsp;numSamples)</CODE>
131
132<BR>
133&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Create a new RandomSampler sampling <em>all</em> splits.</TD>
134</TR>
135<TR BGCOLOR="white" CLASS="TableRowColor">
136<TD><CODE><B><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html#InputSampler.RandomSampler(double, int, int)">InputSampler.RandomSampler</A></B>(double&nbsp;freq,
137                           int&nbsp;numSamples,
138                           int&nbsp;maxSplitsSampled)</CODE>
139
140<BR>
141&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Create a new RandomSampler.</TD>
142</TR>
143</TABLE>
144&nbsp;
145<!-- ========== METHOD SUMMARY =========== -->
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150<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
151<B>Method Summary</B></FONT></TH>
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153<TR BGCOLOR="white" CLASS="TableRowColor">
154<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
155<CODE>&nbsp;<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">K</A>[]</CODE></FONT></TD>
156<TD><CODE><B><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html#getSample(org.apache.hadoop.mapred.InputFormat, org.apache.hadoop.mapred.JobConf)">getSample</A></B>(<A HREF="../../../../../org/apache/hadoop/mapred/InputFormat.html" title="interface in org.apache.hadoop.mapred">InputFormat</A>&lt;<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">K</A>,<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">V</A>&gt;&nbsp;inf,
157          <A HREF="../../../../../org/apache/hadoop/mapred/JobConf.html" title="class in org.apache.hadoop.mapred">JobConf</A>&nbsp;job)</CODE>
158
159<BR>
160&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Randomize the split order, then take the specified number of keys from
161 each split sampled, where each key is selected with the specified
162 probability and possibly replaced by a subsequently selected key when
163 the quota of keys from that split is satisfied.</TD>
164</TR>
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173</TR>
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176<P>
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187
188<A NAME="InputSampler.RandomSampler(double, int)"><!-- --></A><H3>
189InputSampler.RandomSampler</H3>
190<PRE>
191public <B>InputSampler.RandomSampler</B>(double&nbsp;freq,
192                                  int&nbsp;numSamples)</PRE>
193<DL>
194<DD>Create a new RandomSampler sampling <em>all</em> splits.
195 This will read every split at the client, which is very expensive.
196<P>
197<DL>
198<DT><B>Parameters:</B><DD><CODE>freq</CODE> - Probability with which a key will be chosen.<DD><CODE>numSamples</CODE> - Total number of samples to obtain from all selected
199                   splits.</DL>
200</DL>
201<HR>
202
203<A NAME="InputSampler.RandomSampler(double, int, int)"><!-- --></A><H3>
204InputSampler.RandomSampler</H3>
205<PRE>
206public <B>InputSampler.RandomSampler</B>(double&nbsp;freq,
207                                  int&nbsp;numSamples,
208                                  int&nbsp;maxSplitsSampled)</PRE>
209<DL>
210<DD>Create a new RandomSampler.
211<P>
212<DL>
213<DT><B>Parameters:</B><DD><CODE>freq</CODE> - Probability with which a key will be chosen.<DD><CODE>numSamples</CODE> - Total number of samples to obtain from all selected
214                   splits.<DD><CODE>maxSplitsSampled</CODE> - The maximum number of splits to examine.</DL>
215</DL>
216
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226
227<A NAME="getSample(org.apache.hadoop.mapred.InputFormat, org.apache.hadoop.mapred.JobConf)"><!-- --></A><H3>
228getSample</H3>
229<PRE>
230public <A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">K</A>[] <B>getSample</B>(<A HREF="../../../../../org/apache/hadoop/mapred/InputFormat.html" title="interface in org.apache.hadoop.mapred">InputFormat</A>&lt;<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">K</A>,<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">V</A>&gt;&nbsp;inf,
231                     <A HREF="../../../../../org/apache/hadoop/mapred/JobConf.html" title="class in org.apache.hadoop.mapred">JobConf</A>&nbsp;job)
232              throws <A HREF="http://java.sun.com/javase/6/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</A></PRE>
233<DL>
234<DD>Randomize the split order, then take the specified number of keys from
235 each split sampled, where each key is selected with the specified
236 probability and possibly replaced by a subsequently selected key when
237 the quota of keys from that split is satisfied.
238<P>
239<DD><DL>
240<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.Sampler.html#getSample(org.apache.hadoop.mapred.InputFormat, org.apache.hadoop.mapred.JobConf)">getSample</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.Sampler.html" title="interface in org.apache.hadoop.mapred.lib">InputSampler.Sampler</A>&lt;<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">K</A>,<A HREF="../../../../../org/apache/hadoop/mapred/lib/InputSampler.RandomSampler.html" title="type parameter in InputSampler.RandomSampler">V</A>&gt;</CODE></DL>
241</DD>
242<DD><DL>
243
244<DT><B>Throws:</B>
245<DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</A></CODE></DL>
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