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| <caption><span>Packages that use <a href="package-summary.html">org.apache.sysds.hops</a></span><span class="tabEnd"> </span></caption> |
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| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops">org.apache.sysds.hops</a></th> |
| <td class="colLast"> </td> |
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| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.codegen">org.apache.sysds.hops.codegen</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.codegen.cplan">org.apache.sysds.hops.codegen.cplan</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.codegen.opt">org.apache.sysds.hops.codegen.opt</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.codegen.template">org.apache.sysds.hops.codegen.template</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.cost">org.apache.sysds.hops.cost</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.fedplanner">org.apache.sysds.hops.fedplanner</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.ipa">org.apache.sysds.hops.ipa</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.recompile">org.apache.sysds.hops.recompile</a></th> |
| <td class="colLast"> </td> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.hops.rewrite">org.apache.sysds.hops.rewrite</a></th> |
| <td class="colLast"> </td> |
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| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="#org.apache.sysds.lops">org.apache.sysds.lops</a></th> |
| <td class="colLast"> </td> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.runtime.controlprogram">org.apache.sysds.runtime.controlprogram</a></th> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.runtime.controlprogram.parfor.opt">org.apache.sysds.runtime.controlprogram.parfor.opt</a></th> |
| <td class="colLast"> </td> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.runtime.instructions.cp">org.apache.sysds.runtime.instructions.cp</a></th> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.runtime.instructions.spark">org.apache.sysds.runtime.instructions.spark</a></th> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.runtime.matrix.data">org.apache.sysds.runtime.matrix.data</a></th> |
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| <th class="colFirst" scope="row"><a href="#org.apache.sysds.utils">org.apache.sysds.utils</a></th> |
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| <table class="useSummary"> |
| <caption><span>Classes in <a href="package-summary.html">org.apache.sysds.hops</a> used by <a href="package-summary.html">org.apache.sysds.hops</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/AggBinaryOp.MMultMethod.html#org.apache.sysds.hops">AggBinaryOp.MMultMethod</a></th> |
| <td class="colLast"> </td> |
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| <th class="colFirst" scope="row"><a href="class-use/AggBinaryOp.SparkAggType.html#org.apache.sysds.hops">AggBinaryOp.SparkAggType</a></th> |
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| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/BinaryOp.AppendMethod.html#org.apache.sysds.hops">BinaryOp.AppendMethod</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/BinaryOp.MMBinaryMethod.html#org.apache.sysds.hops">BinaryOp.MMBinaryMethod</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/FunctionOp.html#org.apache.sysds.hops">FunctionOp</a></th> |
| <td class="colLast"> |
| <div class="block">This FunctionOp represents the call to a DML-bodied or external function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/FunctionOp.FunctionType.html#org.apache.sysds.hops">FunctionOp.FunctionType</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/LeftIndexingOp.LeftIndexingMethod.html#org.apache.sysds.hops">LeftIndexingOp.LeftIndexingMethod</a></th> |
| <td class="colLast"> </td> |
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| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/LiteralOp.html#org.apache.sysds.hops">LiteralOp</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/MemoTable.html#org.apache.sysds.hops">MemoTable</a></th> |
| <td class="colLast"> |
| <div class="block">Memoization Table (hop id, worst-case matrix characteristics).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/MultiThreadedHop.html#org.apache.sysds.hops">MultiThreadedHop</a></th> |
| <td class="colLast"> |
| <div class="block">Optional hop interface, to be implemented by multi-threaded hops.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/OptimizerUtils.MemoryManager.html#org.apache.sysds.hops">OptimizerUtils.MemoryManager</a></th> |
| <td class="colLast"> |
| <div class="block">Memory managers (static partitioned, unified)</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/OptimizerUtils.OptimizationLevel.html#org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a></th> |
| <td class="colLast"> |
| <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> |
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| <caption><span>Classes in <a href="package-summary.html">org.apache.sysds.hops</a> used by <a href="codegen/package-summary.html">org.apache.sysds.hops.codegen</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.codegen">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/MultiThreadedHop.html#org.apache.sysds.hops.codegen">MultiThreadedHop</a></th> |
| <td class="colLast"> |
| <div class="block">Optional hop interface, to be implemented by multi-threaded hops.</div> |
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| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.codegen.cplan">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
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| </li> |
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| <tr> |
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| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.codegen.opt">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
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| </tbody> |
| </table> |
| </li> |
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| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
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| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.codegen.template">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
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| <tr> |
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| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.cost">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
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| <tr> |
| <th class="colFirst" scope="col">Class</th> |
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| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/FunctionOp.html#org.apache.sysds.hops.fedplanner">FunctionOp</a></th> |
| <td class="colLast"> |
| <div class="block">This FunctionOp represents the call to a DML-bodied or external function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.fedplanner">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
| </tr> |
| </tbody> |
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| </li> |
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| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/FunctionOp.html#org.apache.sysds.hops.ipa">FunctionOp</a></th> |
| <td class="colLast"> |
| <div class="block">This FunctionOp represents the call to a DML-bodied or external function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.ipa">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
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| </tbody> |
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| <tr> |
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| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.recompile">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
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| </tbody> |
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| </li> |
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| <tr> |
| <th class="colFirst" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
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| <tbody> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/AggBinaryOp.html#org.apache.sysds.hops.rewrite">AggBinaryOp</a></th> |
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| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/AggUnaryOp.html#org.apache.sysds.hops.rewrite">AggUnaryOp</a></th> |
| <td class="colLast"> </td> |
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| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/BinaryOp.html#org.apache.sysds.hops.rewrite">BinaryOp</a></th> |
| <td class="colLast"> |
| <div class="block">Binary (cell operations): aij + bij |
| Properties: |
| Symbol: *, -, +, ...</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/DataGenOp.html#org.apache.sysds.hops.rewrite">DataGenOp</a></th> |
| <td class="colLast"> |
| <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"> |
| <th class="colFirst" scope="row"><a href="class-use/DataOp.html#org.apache.sysds.hops.rewrite">DataOp</a></th> |
| <td class="colLast"> |
| <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"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.hops.rewrite">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/IndexingOp.html#org.apache.sysds.hops.rewrite">IndexingOp</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/LeftIndexingOp.html#org.apache.sysds.hops.rewrite">LeftIndexingOp</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/LiteralOp.html#org.apache.sysds.hops.rewrite">LiteralOp</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/MemoTable.html#org.apache.sysds.hops.rewrite">MemoTable</a></th> |
| <td class="colLast"> |
| <div class="block">Memoization Table (hop id, worst-case matrix characteristics).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/NaryOp.html#org.apache.sysds.hops.rewrite">NaryOp</a></th> |
| <td class="colLast"> |
| <div class="block">The NaryOp Hop allows for a variable number of operands.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/ParameterizedBuiltinOp.html#org.apache.sysds.hops.rewrite">ParameterizedBuiltinOp</a></th> |
| <td class="colLast"> |
| <div class="block">Defines the HOP for calling an internal function (with custom parameters) from a DML script.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/ReorgOp.html#org.apache.sysds.hops.rewrite">ReorgOp</a></th> |
| <td class="colLast"> |
| <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"> |
| <th class="colFirst" scope="row"><a href="class-use/TernaryOp.html#org.apache.sysds.hops.rewrite">TernaryOp</a></th> |
| <td class="colLast"> |
| <div class="block">Primary use cases for now, are |
| <code>quantile (<n-1-matrix>, <n-1-matrix>, <literal>): quantile (A, w, 0.5)</code> |
| <code>quantile (<n-1-matrix>, <n-1-matrix>, <scalar>): quantile (A, w, s)</code> |
| <code>interquantile (<n-1-matrix>, <n-1-matrix>, <scalar>): interquantile (A, w, s)</code> |
| |
| Keep in mind, that we also have binaries for it w/o weights.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/UnaryOp.html#org.apache.sysds.hops.rewrite">UnaryOp</a></th> |
| <td class="colLast"> </td> |
| </tr> |
| </tbody> |
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| <th class="colFirst" scope="col">Class</th> |
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| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.parser">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
| DML.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/HopsException.html#org.apache.sysds.parser">HopsException</a></th> |
| <td class="colLast"> |
| <div class="block">Exception occurring in the HOP level.</div> |
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| <tr class="altColor"> |
| <th class="colFirst" scope="row"><a href="class-use/Hop.html#org.apache.sysds.runtime.compress.workload">Hop</a></th> |
| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
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| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
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| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
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| <td class="colLast"> |
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| DML.</div> |
| </td> |
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| <tr class="rowColor"> |
| <th class="colFirst" scope="row"><a href="class-use/LiteralOp.html#org.apache.sysds.runtime.lineage">LiteralOp</a></th> |
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| <td class="colLast"> |
| <div class="block">Hop is a High level operator, that is the first intermediate representation compiled from the definitions supplied in |
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