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<title>MADlib: minibatch_preprocessing.sql_in File Reference</title>
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<a href="#func-members">Functions</a> </div>
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<div class="title">minibatch_preprocessing.sql_in File Reference</div> </div>
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<p>Utility that prepares input data for use by models that support mini-batch as an optimization option.
<a href="#details">More...</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a240a7074bf43145a5a0a034d4b417907"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="minibatch__preprocessing_8sql__in.html#a240a7074bf43145a5a0a034d4b417907">minibatch_preprocessor</a> (varchar source_table, varchar output_table, varchar dependent_varname, varchar independent_varname, varchar grouping_cols, integer buffer_size, boolean one_hot_encode_int_dep_var)</td></tr>
<tr class="separator:a240a7074bf43145a5a0a034d4b417907"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a92b64147fde6f2d7f9914357c7059950"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="minibatch__preprocessing_8sql__in.html#a92b64147fde6f2d7f9914357c7059950">minibatch_preprocessor</a> (varchar source_table, varchar output_table, varchar dependent_varname, varchar independent_varname, varchar grouping_cols, integer buffer_size)</td></tr>
<tr class="separator:a92b64147fde6f2d7f9914357c7059950"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a65e4a7785a85fd75d3d3be455cb5b922"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="minibatch__preprocessing_8sql__in.html#a65e4a7785a85fd75d3d3be455cb5b922">minibatch_preprocessor</a> (varchar source_table, varchar output_table, varchar dependent_varname, varchar independent_varname, varchar grouping_cols)</td></tr>
<tr class="separator:a65e4a7785a85fd75d3d3be455cb5b922"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1727d5439a8a73eb42c4b2a9bd29a3c2"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="minibatch__preprocessing_8sql__in.html#a1727d5439a8a73eb42c4b2a9bd29a3c2">minibatch_preprocessor</a> (varchar source_table, varchar output_table, varchar dependent_varname, varchar independent_varname)</td></tr>
<tr class="separator:a1727d5439a8a73eb42c4b2a9bd29a3c2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3ea00bd7444fe9d2969e6a82e093091c"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="minibatch__preprocessing_8sql__in.html#a3ea00bd7444fe9d2969e6a82e093091c">minibatch_preprocessor</a> (varchar message)</td></tr>
<tr class="separator:a3ea00bd7444fe9d2969e6a82e093091c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abf3ab6567c5b5f64402b7412c74c7451"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="minibatch__preprocessing_8sql__in.html#abf3ab6567c5b5f64402b7412c74c7451">minibatch_preprocessor</a> ()</td></tr>
<tr class="separator:abf3ab6567c5b5f64402b7412c74c7451"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at</p>
<p><a href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a></p>
<p>Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.</p>
<dl class="section date"><dt>Date</dt><dd>Mar 2018 </dd></dl>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="a240a7074bf43145a5a0a034d4b417907"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a240a7074bf43145a5a0a034d4b417907">&#9670;&nbsp;</a></span>minibatch_preprocessor() <span class="overload">[1/6]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void minibatch_preprocessor </td>
<td>(</td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>output_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>grouping_cols</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>buffer_size</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">boolean&#160;</td>
<td class="paramname"><em>one_hot_encode_int_dep_var</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a92b64147fde6f2d7f9914357c7059950"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a92b64147fde6f2d7f9914357c7059950">&#9670;&nbsp;</a></span>minibatch_preprocessor() <span class="overload">[2/6]</span></h2>
<div class="memitem">
<div class="memproto">
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<tr>
<td class="memname">void minibatch_preprocessor </td>
<td>(</td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>output_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>grouping_cols</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>buffer_size</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a65e4a7785a85fd75d3d3be455cb5b922"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a65e4a7785a85fd75d3d3be455cb5b922">&#9670;&nbsp;</a></span>minibatch_preprocessor() <span class="overload">[3/6]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void minibatch_preprocessor </td>
<td>(</td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>output_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>independent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a1727d5439a8a73eb42c4b2a9bd29a3c2"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1727d5439a8a73eb42c4b2a9bd29a3c2">&#9670;&nbsp;</a></span>minibatch_preprocessor() <span class="overload">[4/6]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void minibatch_preprocessor </td>
<td>(</td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>source_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>output_table</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>dependent_varname</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>independent_varname</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a3ea00bd7444fe9d2969e6a82e093091c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3ea00bd7444fe9d2969e6a82e093091c">&#9670;&nbsp;</a></span>minibatch_preprocessor() <span class="overload">[5/6]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">varchar minibatch_preprocessor </td>
<td>(</td>
<td class="paramtype">varchar&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="abf3ab6567c5b5f64402b7412c74c7451"></a>
<h2 class="memtitle"><span class="permalink"><a href="#abf3ab6567c5b5f64402b7412c74c7451">&#9670;&nbsp;</a></span>minibatch_preprocessor() <span class="overload">[6/6]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">varchar minibatch_preprocessor </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
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