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<h1 title="Uses of Package org.apache.sysds.hops" class="title">Uses of Package<br>org.apache.sysds.hops</h1>
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<caption><span>Packages that use <a href="../../../../org/apache/sysds/hops/package-summary.html">org.apache.sysds.hops</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Package</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.hops">org.apache.sysds.hops</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.codegen">org.apache.sysds.hops.codegen</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.codegen.cplan">org.apache.sysds.hops.codegen.cplan</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.codegen.opt">org.apache.sysds.hops.codegen.opt</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.codegen.template">org.apache.sysds.hops.codegen.template</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.ipa">org.apache.sysds.hops.ipa</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.recompile">org.apache.sysds.hops.recompile</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.hops.rewrite">org.apache.sysds.hops.rewrite</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.lops">org.apache.sysds.lops</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.parser">org.apache.sysds.parser</a></td>
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<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram">org.apache.sysds.runtime.controlprogram</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.controlprogram.parfor.opt">org.apache.sysds.runtime.controlprogram.parfor.opt</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.instructions.cp">org.apache.sysds.runtime.instructions.cp</a></td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.lineage">org.apache.sysds.runtime.lineage</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="altColor">
<td class="colFirst"><a href="#org.apache.sysds.runtime.matrix.data">org.apache.sysds.runtime.matrix.data</a></td>
<td class="colLast">&nbsp;</td>
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<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.sysds.utils">org.apache.sysds.utils</a></td>
<td class="colLast">&nbsp;</td>
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<caption><span>Classes in <a href="../../../../org/apache/sysds/hops/package-summary.html">org.apache.sysds.hops</a> used by <a href="../../../../org/apache/sysds/hops/package-summary.html">org.apache.sysds.hops</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/AggBinaryOp.MMultMethod.html#org.apache.sysds.hops">AggBinaryOp.MMultMethod</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/AggBinaryOp.SparkAggType.html#org.apache.sysds.hops">AggBinaryOp.SparkAggType</a>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/BinaryOp.AppendMethod.html#org.apache.sysds.hops">BinaryOp.AppendMethod</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/BinaryOp.MMBinaryMethod.html#org.apache.sysds.hops">BinaryOp.MMBinaryMethod</a>&nbsp;</td>
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<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/FunctionOp.html#org.apache.sysds.hops">FunctionOp</a>
<div class="block">This FunctionOp represents the call to a DML-bodied or external function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/FunctionOp.FunctionType.html#org.apache.sysds.hops">FunctionOp.FunctionType</a>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops">Hop</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/LeftIndexingOp.LeftIndexingMethod.html#org.apache.sysds.hops">LeftIndexingOp.LeftIndexingMethod</a>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/LiteralOp.html#org.apache.sysds.hops">LiteralOp</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/MemoTable.html#org.apache.sysds.hops">MemoTable</a>
<div class="block">Memoization Table (hop id, worst-case matrix characteristics).</div>
</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/MultiThreadedHop.html#org.apache.sysds.hops">MultiThreadedHop</a>
<div class="block">Optional hop interface, to be implemented by multi-threaded hops.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/OptimizerUtils.OptimizationLevel.html#org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>
<div class="block">Optimization Types for Compilation
O0 STATIC - Decisions for scheduling operations on CP/MR are based on
predefined set of rules, which check if the dimensions are below a
fixed/static threshold (OLD Method of choosing between CP and MR).</div>
</td>
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<tr>
<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.codegen">Hop</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/MultiThreadedHop.html#org.apache.sysds.hops.codegen">MultiThreadedHop</a>
<div class="block">Optional hop interface, to be implemented by multi-threaded hops.</div>
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<tr>
<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.codegen.cplan">Hop</a>&nbsp;</td>
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<tr>
<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.codegen.opt">Hop</a>&nbsp;</td>
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<tr>
<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.codegen.template">Hop</a>&nbsp;</td>
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<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/FunctionOp.html#org.apache.sysds.hops.ipa">FunctionOp</a>
<div class="block">This FunctionOp represents the call to a DML-bodied or external function.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.ipa">Hop</a>&nbsp;</td>
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<tr>
<th class="colOne" scope="col">Class and Description</th>
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<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.recompile">Hop</a>&nbsp;</td>
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<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/AggBinaryOp.html#org.apache.sysds.hops.rewrite">AggBinaryOp</a>&nbsp;</td>
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<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/AggUnaryOp.html#org.apache.sysds.hops.rewrite">AggUnaryOp</a>&nbsp;</td>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/BinaryOp.html#org.apache.sysds.hops.rewrite">BinaryOp</a>&nbsp;</td>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/DataGenOp.html#org.apache.sysds.hops.rewrite">DataGenOp</a>
<div class="block">A DataGenOp can be rand (or matrix constructor), sequence, and sample -
these operators have different parameters and use a map of parameter type to hop position.</div>
</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/DataOp.html#org.apache.sysds.hops.rewrite">DataOp</a>
<div class="block">A DataOp can be either a persistent read/write or transient read/write - writes will always have at least one input,
but all types can have parameters (e.g., for csv literals of delimiter, header, etc).</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.hops.rewrite">Hop</a>&nbsp;</td>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/IndexingOp.html#org.apache.sysds.hops.rewrite">IndexingOp</a>&nbsp;</td>
</tr>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/LeftIndexingOp.html#org.apache.sysds.hops.rewrite">LeftIndexingOp</a>&nbsp;</td>
</tr>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/LiteralOp.html#org.apache.sysds.hops.rewrite">LiteralOp</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/MemoTable.html#org.apache.sysds.hops.rewrite">MemoTable</a>
<div class="block">Memoization Table (hop id, worst-case matrix characteristics).</div>
</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/NaryOp.html#org.apache.sysds.hops.rewrite">NaryOp</a>
<div class="block">The NaryOp Hop allows for a variable number of operands.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/ParameterizedBuiltinOp.html#org.apache.sysds.hops.rewrite">ParameterizedBuiltinOp</a>
<div class="block">Defines the HOP for calling an internal function (with custom parameters) from a DML script.</div>
</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/ReorgOp.html#org.apache.sysds.hops.rewrite">ReorgOp</a>
<div class="block">Reorg (cell) operation: aij
Properties:
Symbol: ', rdiag, rshape, rsort
1 Operand (except sort and reshape take additional arguments)
Semantic: change indices (in mapper or reducer)
NOTE MB: reshape integrated here because (1) ParameterizedBuiltinOp requires name-value pairs for params
and (2) most importantly semantic of reshape is exactly a reorg op.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/TernaryOp.html#org.apache.sysds.hops.rewrite">TernaryOp</a>
<div class="block">Primary use cases for now, are
<code>quantile (&lt;n-1-matrix&gt;, &lt;n-1-matrix&gt;, &lt;literal&gt;): quantile (A, w, 0.5)</code>
<code>quantile (&lt;n-1-matrix&gt;, &lt;n-1-matrix&gt;, &lt;scalar&gt;): quantile (A, w, s)</code>
<code>interquantile (&lt;n-1-matrix&gt;, &lt;n-1-matrix&gt;, &lt;scalar&gt;): interquantile (A, w, s)</code>
Keep in mind, that we also have binaries for it w/o weights.</div>
</td>
</tr>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/UnaryOp.html#org.apache.sysds.hops.rewrite">UnaryOp</a>&nbsp;</td>
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<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/AggBinaryOp.SparkAggType.html#org.apache.sysds.lops">AggBinaryOp.SparkAggType</a>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.lops">Hop</a>&nbsp;</td>
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<th class="colOne" scope="col">Class and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/FunctionOp.FunctionType.html#org.apache.sysds.parser">FunctionOp.FunctionType</a>&nbsp;</td>
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<tr class="rowColor">
<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.parser">Hop</a>&nbsp;</td>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/HopsException.html#org.apache.sysds.parser">HopsException</a>
<div class="block">Exception occurring in the HOP level.</div>
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<td class="colOne"><a href="../../../../org/apache/sysds/hops/class-use/Hop.html#org.apache.sysds.runtime.controlprogram">Hop</a>&nbsp;</td>
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