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Posted to commits@systemds.apache.org by ba...@apache.org on 2022/11/15 13:32:34 UTC
[systemds] branch main updated (54dbd0389f -> 2ed900494b)
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baunsgaard pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/systemds.git
from 54dbd0389f [MINOR] Move map function test
new 27d6d666f0 [MINOR] Fix Python End-to-end tutorial
new 2ed900494b [DOCS] Update docs
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repository and will be described in separate emails. The revisions
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Summary of changes:
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docs/api/java/jquery/jquery-3.5.1.js | 10872 -------------------
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docs/api/java/member-search-index.zip | Bin 225121 -> 229274 bytes
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[systemds] 02/02: [DOCS] Update docs
Posted by ba...@apache.org.
This is an automated email from the ASF dual-hosted git repository.
baunsgaard pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/systemds.git
commit 2ed900494b8bb6be17eb406a8d9357d42c4f7e84
Author: baunsgaard <ba...@tugraz.at>
AuthorDate: Tue Nov 15 14:31:49 2022 +0100
[DOCS] Update docs
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.../apache/sysds/runtime/frame/data/FrameUtil.html | 261 +
.../class-use/FrameBlock.FrameMapFunction.html | 215 +
.../runtime/frame/data/class-use/FrameBlock.html | 3130 ++++++
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@@ -26,7 +27,7 @@
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@@ -169,171 +170,187 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
</th>
</tr>
<tr id="i11" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/AFederatedPlanner.html" title="class in org.apache.sysds.hops.fedplanner">AFederatedPlanner</a></td>
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/ADictionary.DictType.html" title="enum in org.apache.sysds.runtime.compress.colgroup.dictionary">ADictionary.DictType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i12" class="altColor">
-<td class="colFirst"><a href="org/apache/sysds/hops/AggBinaryOp.html" title="class in org.apache.sysds.hops">AggBinaryOp</a></td>
+<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/AFederatedPlanner.html" title="class in org.apache.sysds.hops.fedplanner">AFederatedPlanner</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i13" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/hops/AggBinaryOp.MMultMethod.html" title="enum in org.apache.sysds.hops">AggBinaryOp.MMultMethod</a></td>
+<td class="colFirst"><a href="org/apache/sysds/hops/AggBinaryOp.html" title="class in org.apache.sysds.hops">AggBinaryOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i14" class="altColor">
-<td class="colFirst"><a href="org/apache/sysds/hops/AggBinaryOp.SparkAggType.html" title="enum in org.apache.sysds.hops">AggBinaryOp.SparkAggType</a></td>
+<td class="colFirst"><a href="org/apache/sysds/hops/AggBinaryOp.MMultMethod.html" title="enum in org.apache.sysds.hops">AggBinaryOp.MMultMethod</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i15" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AggregateBinaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">AggregateBinaryCPInstruction</a></td>
+<td class="colFirst"><a href="org/apache/sysds/hops/AggBinaryOp.SparkAggType.html" title="enum in org.apache.sysds.hops">AggBinaryOp.SparkAggType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i16" class="altColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/AggregateBinaryFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">AggregateBinaryFEDInstruction</a></td>
+<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AggregateBinaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">AggregateBinaryCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i17" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/AggregateBinaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">AggregateBinaryGPUInstruction</a></td>
+<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/AggregateBinaryFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">AggregateBinaryFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i18" class="altColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/AggregateBinaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">AggregateBinaryOperator</a></td>
+<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/AggregateBinaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">AggregateBinaryGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
<tr id="i19" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/AggregateBinaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">AggregateBinaryOperator</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i20" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AggregateBinarySPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AggregateBinarySPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Class to group the different MM <code>SPInstruction</code>s together.</div>
</th>
</tr>
-<tr id="i20" class="altColor">
+<tr id="i21" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/AggregateDropCorrectionFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">AggregateDropCorrectionFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i21" class="rowColor">
+<tr id="i22" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/AggregateOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">AggregateOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i22" class="altColor">
+<tr id="i23" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AggregateTernaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">AggregateTernaryCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i23" class="rowColor">
+<tr id="i24" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/AggregateTernaryFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">AggregateTernaryFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i24" class="altColor">
+<tr id="i25" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/AggregateTernaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">AggregateTernaryOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i25" class="rowColor">
+<tr id="i26" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AggregateTernarySPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AggregateTernarySPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i26" class="altColor">
+<tr id="i27" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AggregateUnaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">AggregateUnaryCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i27" class="rowColor">
+<tr id="i28" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AggregateUnaryCPInstruction.AUType.html" title="enum in org.apache.sysds.runtime.instructions.cp">AggregateUnaryCPInstruction.AUType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i28" class="altColor">
+<tr id="i29" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/AggregateUnaryFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">AggregateUnaryFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i29" class="rowColor">
+<tr id="i30" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/AggregateUnaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">AggregateUnaryGPUInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Implements aggregate unary instructions for CUDA</div>
</th>
</tr>
-<tr id="i30" class="altColor">
+<tr id="i31" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/AggregateUnaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">AggregateUnaryOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i31" class="rowColor">
+<tr id="i32" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AggregateUnarySketchSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AggregateUnarySketchSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i32" class="altColor">
+<tr id="i33" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AggregateUnarySPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AggregateUnarySPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i33" class="rowColor">
+<tr id="i34" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AggregateUnarySPInstruction.RDDUAggFunction2.html" title="class in org.apache.sysds.runtime.instructions.spark">AggregateUnarySPInstruction.RDDUAggFunction2</a></td>
<th class="colLast" scope="row">
<div class="block">Similar to RDDUAggFunction but single output block.</div>
</th>
</tr>
-<tr id="i34" class="altColor">
+<tr id="i35" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AggregateUnarySPInstruction.RDDUTensorAggFunction2.html" title="class in org.apache.sysds.runtime.instructions.spark">AggregateUnarySPInstruction.RDDUTensorAggFunction2</a></td>
<th class="colLast" scope="row">
<div class="block">Similar to RDDUAggFunction but single output block.</div>
</th>
</tr>
-<tr id="i35" class="rowColor">
+<tr id="i36" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/AggUnaryOp.html" title="class in org.apache.sysds.hops">AggUnaryOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i36" class="altColor">
+<tr id="i37" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/insertionsort/AInsertionSorter.html" title="class in org.apache.sysds.runtime.compress.colgroup.insertionsort">AInsertionSorter</a></td>
<th class="colLast" scope="row">
<div class="block">This abstract class is for sorting the IntArrayList entries efficiently for SDC Column Groups construction.</div>
</th>
</tr>
-<tr id="i37" class="rowColor">
+<tr id="i38" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/AIterator.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">AIterator</a></td>
<th class="colLast" scope="row">
<div class="block">Iterator interface, that returns a iterator of the indexes while also maintaining a data index.</div>
</th>
</tr>
-<tr id="i38" class="altColor">
+<tr id="i39" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/AMapToData.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">AMapToData</a></td>
<th class="colLast" scope="row">
<div class="block">This Class's job is to link into the dictionary entries for column groups.</div>
</th>
</tr>
-<tr id="i39" class="rowColor">
+<tr id="i40" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/AMapToDataGroup.html" title="interface in org.apache.sysds.runtime.compress.colgroup">AMapToDataGroup</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i41" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/AMorphingMMColGroup.html" title="class in org.apache.sysds.runtime.compress.colgroup">AMorphingMMColGroup</a></td>
<th class="colLast" scope="row">
<div class="block">Abstract class for column group types that do not perform matrix Multiplication, and decompression for performance
reasons but instead transforms into another type of column group type to perform that operation.</div>
</th>
</tr>
-<tr id="i40" class="altColor">
+<tr id="i42" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/And.html" title="class in org.apache.sysds.runtime.functionobjects">And</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i41" class="rowColor">
+<tr id="i43" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/AOffset.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">AOffset</a></td>
<th class="colLast" scope="row">
<div class="block">Offset list encoder interface.</div>
</th>
</tr>
-<tr id="i42" class="altColor">
+<tr id="i44" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/AOffset.OffsetSliceInfo.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">AOffset.OffsetSliceInfo</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i45" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/AOffsetIterator.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">AOffsetIterator</a></td>
<th class="colLast" scope="row">
<div class="block">Iterator interface that only iterate through offsets without considering data index.</div>
</th>
</tr>
-<tr id="i43" class="rowColor">
+<tr id="i46" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/AOffsetsGroup.html" title="interface in org.apache.sysds.runtime.compress.colgroup">AOffsetsGroup</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i47" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Append.html" title="class in org.apache.sysds.lops">Append</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i44" class="altColor">
+<tr id="i48" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AppendCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">AppendCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i45" class="rowColor">
+<tr id="i49" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/AppendCPInstruction.AppendType.html" title="enum in org.apache.sysds.runtime.instructions.cp">AppendCPInstruction.AppendType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i46" class="altColor">
+<tr id="i50" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/AppendFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">AppendFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i47" class="rowColor">
+<tr id="i51" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/AppendG.html" title="class in org.apache.sysds.lops">AppendG</a></td>
<th class="colLast" scope="row">
<div class="block">TODO Additional compiler enhancements:
@@ -341,100 +358,112 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
to the result index.</div>
</th>
</tr>
-<tr id="i48" class="altColor">
+<tr id="i52" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/AppendGAlignedSP.html" title="class in org.apache.sysds.lops">AppendGAlignedSP</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i49" class="rowColor">
+<tr id="i53" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendGAlignedSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendGAlignedSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i50" class="altColor">
+<tr id="i54" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendGAlignedSPInstruction.ShiftColumnIndex.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendGAlignedSPInstruction.ShiftColumnIndex</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i51" class="rowColor">
+<tr id="i55" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendGSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendGSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i52" class="altColor">
+<tr id="i56" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendGSPInstruction.MergeWithShiftedBlocks.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendGSPInstruction.MergeWithShiftedBlocks</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i53" class="rowColor">
+<tr id="i57" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendGSPInstruction.ShiftMatrix.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendGSPInstruction.ShiftMatrix</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i54" class="altColor">
+<tr id="i58" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/AppendM.html" title="class in org.apache.sysds.lops">AppendM</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i55" class="rowColor">
+<tr id="i59" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/AppendM.CacheType.html" title="enum in org.apache.sysds.lops">AppendM.CacheType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i56" class="altColor">
+<tr id="i60" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendMSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendMSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i57" class="rowColor">
+<tr id="i61" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/AppendPropagator.html" title="class in org.apache.sysds.runtime.privacy.propagation">AppendPropagator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i58" class="altColor">
+<tr id="i62" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/AppendR.html" title="class in org.apache.sysds.lops">AppendR</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i59" class="rowColor">
+<tr id="i63" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendRSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendRSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i60" class="altColor">
+<tr id="i64" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/AppendSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">AppendSPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Class to group the different append <code>SPInstruction</code>s together.</div>
</th>
</tr>
-<tr id="i61" class="rowColor">
+<tr id="i65" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/APreAgg.html" title="class in org.apache.sysds.runtime.compress.colgroup">APreAgg</a></td>
<th class="colLast" scope="row">
<div class="block">Abstract class for all the column groups that use preAggregation for Left matrix multiplications.</div>
</th>
</tr>
-<tr id="i62" class="altColor">
+<tr id="i66" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/ArithmeticBinaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">ArithmeticBinaryGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i63" class="rowColor">
+<tr id="i67" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/Array.html" title="class in org.apache.sysds.runtime.frame.data.columns">Array</a><<a href="org/apache/sysds/runtime/frame/data/columns/Array.html" title="type parameter in Array">T</a>></td>
+<th class="colLast" scope="row">
+<div class="block">generic, resizable native arrays
+
+ Base class for generic, resizable array of various value types.</div>
+</th>
+</tr>
+<tr id="i68" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/ArrayFactory.html" title="interface in org.apache.sysds.runtime.frame.data.columns">ArrayFactory</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i69" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ASDC.html" title="class in org.apache.sysds.runtime.compress.colgroup">ASDC</a></td>
<th class="colLast" scope="row">
<div class="block">Column group that sparsely encodes the dictionary values.</div>
</th>
</tr>
-<tr id="i64" class="altColor">
+<tr id="i70" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ASDCZero.html" title="class in org.apache.sysds.runtime.compress.colgroup">ASDCZero</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i65" class="rowColor">
+<tr id="i71" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/AssignmentStatement.html" title="class in org.apache.sysds.parser">AssignmentStatement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i66" class="altColor">
+<tr id="i72" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/AutoDiff.html" title="class in org.apache.sysds.runtime.util">AutoDiff</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i67" class="rowColor">
+<tr id="i73" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/workload/AWTreeNode.html" title="class in org.apache.sysds.runtime.compress.workload">AWTreeNode</a></td>
<th class="colLast" scope="row">
<div class="block">A workload tree is a compact representation of the operations on a matrix and derived intermediates, including the
basic control structure and inlined functions as well as links to categories.</div>
</th>
</tr>
-<tr id="i68" class="altColor">
+<tr id="i74" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/workload/AWTreeNode.WTNodeType.html" title="enum in org.apache.sysds.runtime.compress.workload">AWTreeNode.WTNodeType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i69" class="rowColor">
+<tr id="i75" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/BalanceToAvgFederatedScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">BalanceToAvgFederatedScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Balance to Avg Federated scheme
@@ -442,176 +471,176 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
When the parameter server runs in federated mode it cannot pull in the data which is already on the workers.</div>
</th>
</tr>
-<tr id="i70" class="altColor">
+<tr id="i76" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/BaseModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">BaseModel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i71" class="rowColor">
+<tr id="i77" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/BasicProgramBlock.html" title="class in org.apache.sysds.runtime.controlprogram">BasicProgramBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i72" class="altColor">
+<tr id="i78" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/BasicTensorBlock.html" title="class in org.apache.sysds.runtime.data">BasicTensorBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i73" class="rowColor">
+<tr id="i79" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/cuda/Binary.html" title="class in org.apache.sysds.hops.codegen.cplan.cuda">Binary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i74" class="altColor">
+<tr id="i80" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/java/Binary.html" title="class in org.apache.sysds.hops.codegen.cplan.java">Binary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i75" class="rowColor">
+<tr id="i81" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Binary.html" title="class in org.apache.sysds.lops">Binary</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform binary operation.</div>
</th>
</tr>
-<tr id="i76" class="altColor">
+<tr id="i82" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/BinaryBlockInputFormat.html" title="class in org.apache.sysds.runtime.util">BinaryBlockInputFormat</a></td>
<th class="colLast" scope="row">
<div class="block">Custom binary block input format to return the custom record reader.</div>
</th>
</tr>
-<tr id="i77" class="rowColor">
+<tr id="i83" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/BinaryBlockRecordReader.html" title="class in org.apache.sysds.runtime.util">BinaryBlockRecordReader</a></td>
<th class="colLast" scope="row">
<div class="block">Custom record reader for binary block.</div>
</th>
</tr>
-<tr id="i78" class="altColor">
+<tr id="i84" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/BinaryBlockSerialization.html" title="class in org.apache.sysds.runtime.io">BinaryBlockSerialization</a></td>
<th class="colLast" scope="row">
<div class="block">This custom serialization class can be used via
job.set(MRConfigurationNames.IO_SERIALIZATIONS, "org.apache.sysds.runtime.io.BinaryBlockSerialization");</div>
</th>
</tr>
-<tr id="i79" class="rowColor">
+<tr id="i85" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/BinaryBlockSerialization.MatrixBlockDeserializer.html" title="class in org.apache.sysds.runtime.io">BinaryBlockSerialization.MatrixBlockDeserializer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i80" class="altColor">
+<tr id="i86" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/BinaryBlockSerialization.MatrixBlockSerializer.html" title="class in org.apache.sysds.runtime.io">BinaryBlockSerialization.MatrixBlockSerializer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i81" class="rowColor">
+<tr id="i87" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/BinaryBlockToTextCellConverter.html" title="class in org.apache.sysds.runtime.matrix.data">BinaryBlockToTextCellConverter</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i82" class="altColor">
+<tr id="i88" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i83" class="rowColor">
+<tr id="i89" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/BinaryExpression.html" title="class in org.apache.sysds.parser">BinaryExpression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i84" class="altColor">
+<tr id="i90" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/BinaryFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">BinaryFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i85" class="rowColor">
+<tr id="i91" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryFrameFrameCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryFrameFrameCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i86" class="altColor">
+<tr id="i92" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryFrameFrameSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryFrameFrameSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i87" class="rowColor">
+<tr id="i93" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryFrameMatrixCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryFrameMatrixCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i88" class="altColor">
+<tr id="i94" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryFrameMatrixSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryFrameMatrixSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i89" class="rowColor">
+<tr id="i95" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/BinaryM.html" title="class in org.apache.sysds.lops">BinaryM</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform binary operation.</div>
</th>
</tr>
-<tr id="i90" class="altColor">
+<tr id="i96" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/BinaryM.VectorType.html" title="enum in org.apache.sysds.lops">BinaryM.VectorType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i91" class="rowColor">
+<tr id="i97" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryMatrixBVectorSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryMatrixBVectorSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i92" class="altColor">
+<tr id="i98" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryMatrixMatrixCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryMatrixMatrixCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i93" class="rowColor">
+<tr id="i99" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/BinaryMatrixMatrixFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">BinaryMatrixMatrixFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i94" class="altColor">
+<tr id="i100" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryMatrixMatrixSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryMatrixMatrixSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i95" class="rowColor">
+<tr id="i101" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryMatrixScalarCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryMatrixScalarCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i96" class="altColor">
+<tr id="i102" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/BinaryMatrixScalarFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">BinaryMatrixScalarFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i97" class="rowColor">
+<tr id="i103" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryMatrixScalarSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryMatrixScalarSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i98" class="altColor">
+<tr id="i104" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/BinaryOp.html" title="class in org.apache.sysds.hops">BinaryOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i99" class="rowColor">
+<tr id="i105" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/BinaryOp.AppendMethod.html" title="enum in org.apache.sysds.hops">BinaryOp.AppendMethod</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i100" class="altColor">
+<tr id="i106" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/BinaryOp.MMBinaryMethod.html" title="enum in org.apache.sysds.hops">BinaryOp.MMBinaryMethod</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i101" class="rowColor">
+<tr id="i107" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/BinaryOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">BinaryOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i102" class="altColor">
+<tr id="i108" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/BinaryScalar.html" title="class in org.apache.sysds.lops">BinaryScalar</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform binary scalar operations.</div>
</th>
</tr>
-<tr id="i103" class="rowColor">
+<tr id="i109" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryScalarScalarCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryScalarScalarCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i104" class="altColor">
+<tr id="i110" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinarySPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinarySPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i105" class="rowColor">
+<tr id="i111" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryTensorTensorBroadcastSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryTensorTensorBroadcastSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i106" class="altColor">
+<tr id="i112" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BinaryTensorTensorCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BinaryTensorTensorCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i107" class="rowColor">
+<tr id="i113" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinaryTensorTensorSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinaryTensorTensorSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i108" class="altColor">
+<tr id="i114" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/BinaryUAggChain.html" title="class in org.apache.sysds.lops">BinaryUAggChain</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i109" class="rowColor">
+<tr id="i115" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinUaggChainSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinUaggChainSPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Instruction that performs
@@ -619,43 +648,47 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
res = X / rowsum(x)</div>
</th>
</tr>
-<tr id="i110" class="altColor">
+<tr id="i116" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BinUaggChainSPInstruction.RDDBinUaggChainFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">BinUaggChainSPInstruction.RDDBinUaggChainFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i111" class="rowColor">
+<tr id="i117" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/bitmap/Bitmap.html" title="class in org.apache.sysds.runtime.compress.bitmap">Bitmap</a></td>
<th class="colLast" scope="row">
<div class="block">Uncompressed representation of one or more columns in bitmap format.</div>
</th>
</tr>
-<tr id="i112" class="altColor">
+<tr id="i118" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/bitmap/BitmapEncoder.html" title="class in org.apache.sysds.runtime.compress.bitmap">BitmapEncoder</a></td>
<th class="colLast" scope="row">
<div class="block">Static functions for extracting bitmaps from a MatrixBlock.</div>
</th>
</tr>
-<tr id="i113" class="rowColor">
+<tr id="i119" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/BitwAnd.html" title="class in org.apache.sysds.runtime.functionobjects">BitwAnd</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i114" class="altColor">
+<tr id="i120" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/BitwOr.html" title="class in org.apache.sysds.runtime.functionobjects">BitwOr</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i115" class="rowColor">
+<tr id="i121" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/BitwShiftL.html" title="class in org.apache.sysds.runtime.functionobjects">BitwShiftL</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i116" class="altColor">
+<tr id="i122" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/BitwShiftR.html" title="class in org.apache.sysds.runtime.functionobjects">BitwShiftR</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i117" class="rowColor">
+<tr id="i123" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/BitwXor.html" title="class in org.apache.sysds.runtime.functionobjects">BitwXor</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i118" class="altColor">
+<tr id="i124" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/data/Block.html" title="interface in org.apache.sysds.runtime.data">Block</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i125" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/BlockPartitioner.html" title="class in org.apache.sysds.runtime.instructions.spark.data">BlockPartitioner</a></td>
<th class="colLast" scope="row">
<div class="block">Default partitioner used for all binary block rdd operations in order
@@ -663,277 +696,285 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
direction (row/col-wise).</div>
</th>
</tr>
-<tr id="i119" class="rowColor">
+<tr id="i126" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/BooleanArray.html" title="class in org.apache.sysds.runtime.frame.data.columns">BooleanArray</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i127" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/BooleanArray32.html" title="class in org.apache.sysds.runtime.lineage">BooleanArray32</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i120" class="altColor">
+<tr id="i128" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/BooleanExpression.html" title="class in org.apache.sysds.parser">BooleanExpression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i121" class="rowColor">
+<tr id="i129" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/BooleanIdentifier.html" title="class in org.apache.sysds.parser">BooleanIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i122" class="altColor">
+<tr id="i130" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BooleanObject.html" title="class in org.apache.sysds.runtime.instructions.cp">BooleanObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i123" class="rowColor">
+<tr id="i131" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BroadcastCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BroadcastCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i124" class="altColor">
+<tr id="i132" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/BroadcastObject.html" title="class in org.apache.sysds.runtime.instructions.spark.data">BroadcastObject</a><<a href="org/apache/sysds/runtime/instructions/spark/data/BroadcastObject.html" title="type parameter in BroadcastObject">T</a> extends <a href="org/apache/sysds/runtime/controlprogram/caching/CacheBlock.html" title="interface in org.apache.sysds.runtime.controlprogram.caching">CacheBlock</a>></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i125" class="rowColor">
+<tr id="i133" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Builtin.html" title="class in org.apache.sysds.runtime.functionobjects">Builtin</a></td>
<th class="colLast" scope="row">
<div class="block">Class with pre-defined set of objects.</div>
</th>
</tr>
-<tr id="i126" class="altColor">
+<tr id="i134" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Builtin.BuiltinCode.html" title="enum in org.apache.sysds.runtime.functionobjects">Builtin.BuiltinCode</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i127" class="rowColor">
+<tr id="i135" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/BuiltinBinaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">BuiltinBinaryGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i128" class="altColor">
+<tr id="i136" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/BuiltinConstant.html" title="enum in org.apache.sysds.parser">BuiltinConstant</a></td>
<th class="colLast" scope="row">
<div class="block">These are the builtin constants</div>
</th>
</tr>
-<tr id="i129" class="rowColor">
+<tr id="i137" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/BuiltinFunctionExpression.html" title="class in org.apache.sysds.parser">BuiltinFunctionExpression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i130" class="altColor">
+<tr id="i138" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/BuiltinNaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">BuiltinNaryCPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Instruction to handle a variable number of input operands.</div>
</th>
</tr>
-<tr id="i131" class="rowColor">
+<tr id="i139" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BuiltinNarySPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">BuiltinNarySPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i132" class="altColor">
+<tr id="i140" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/BuiltinNarySPInstruction.PadBlocksFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">BuiltinNarySPInstruction.PadBlocksFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i133" class="rowColor">
+<tr id="i141" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/common/Builtins.html" title="enum in org.apache.sysds.common">Builtins</a></td>
<th class="colLast" scope="row">
<div class="block">Enum to represent all builtin functions in the default name space.</div>
</th>
</tr>
-<tr id="i134" class="altColor">
+<tr id="i142" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/BuiltinUnaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">BuiltinUnaryGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i135" class="rowColor">
+<tr id="i143" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/ByteBuffer.html" title="class in org.apache.sysds.runtime.controlprogram.caching">ByteBuffer</a></td>
<th class="colLast" scope="row">
<div class="block">Wrapper for WriteBuffer byte array per matrix/frame in order to
support matrix/frame serialization outside global lock.</div>
</th>
</tr>
-<tr id="i136" class="altColor">
+<tr id="i144" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/ByteBufferDataInput.html" title="class in org.apache.sysds.runtime.util">ByteBufferDataInput</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i137" class="rowColor">
+<tr id="i145" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/codegen/ByteClassLoader.html" title="class in org.apache.sysds.runtime.codegen">ByteClassLoader</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i138" class="altColor">
+<tr id="i146" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheableData.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheableData</a><<a href="org/apache/sysds/runtime/controlprogram/caching/CacheableData.html" title="type parameter in CacheableData">T</a> extends <a href="org/apache/sysds/runtime/controlprogram/caching/CacheBlock.html" title="interface in org.apache.sysds.runtime.controlprogram.caching">CacheBlock</a>></td>
<th class="colLast" scope="row">
<div class="block">Each object of this class is a cache envelope for some large piece of data
called "cache block".</div>
</th>
</tr>
-<tr id="i139" class="rowColor">
+<tr id="i147" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheableData.CacheStatus.html" title="enum in org.apache.sysds.runtime.controlprogram.caching">CacheableData.CacheStatus</a></td>
<th class="colLast" scope="row">
<div class="block">Defines all possible cache status types for a data blob.</div>
</th>
</tr>
-<tr id="i140" class="altColor">
+<tr id="i148" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheBlock.html" title="interface in org.apache.sysds.runtime.controlprogram.caching">CacheBlock</a></td>
<th class="colLast" scope="row">
<div class="block">Interface for all blocks handled by lazy write buffer.</div>
</th>
</tr>
-<tr id="i141" class="rowColor">
+<tr id="i149" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheBlockFactory.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheBlockFactory</a></td>
<th class="colLast" scope="row">
<div class="block">Factory to create instances of matrix/frame blocks given
internal codes.</div>
</th>
</tr>
-<tr id="i142" class="altColor">
+<tr id="i150" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheDataInput.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheDataInput</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i143" class="rowColor">
+<tr id="i151" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheDataOutput.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheDataOutput</a></td>
<th class="colLast" scope="row">
<div class="block">Custom DataOutput to serialize directly into the given byte array.</div>
</th>
</tr>
-<tr id="i144" class="altColor">
+<tr id="i152" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/CachedReuseVariables.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">CachedReuseVariables</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i145" class="rowColor">
+<tr id="i153" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheEvictionQueue.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheEvictionQueue</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i146" class="altColor">
+<tr id="i154" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheMaintenanceService.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheMaintenanceService</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i147" class="rowColor">
+<tr id="i155" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheStatistics.html" title="class in org.apache.sysds.runtime.controlprogram.caching">CacheStatistics</a></td>
<th class="colLast" scope="row">
<div class="block">This singleton provides basic caching statistics in CP.</div>
</th>
</tr>
-<tr id="i148" class="altColor">
+<tr id="i156" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/CacheStatistics.Stat.html" title="enum in org.apache.sysds.runtime.controlprogram.caching">CacheStatistics.Stat</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i149" class="rowColor">
+<tr id="i157" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/CastFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">CastFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i150" class="altColor">
+<tr id="i158" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CastSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CastSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i151" class="rowColor">
+<tr id="i159" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/CBindPropagator.html" title="class in org.apache.sysds.runtime.privacy.propagation">CBindPropagator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i152" class="altColor">
+<tr id="i160" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/util/Cell.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.util">Cell</a></td>
<th class="colLast" scope="row">
<div class="block">Helper class for representing text cell and binary cell records in order to
allow for buffering and buffered read/write.</div>
</th>
</tr>
-<tr id="i153" class="rowColor">
+<tr id="i161" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/CentralMoment.html" title="class in org.apache.sysds.lops">CentralMoment</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform cross product operation</div>
</th>
</tr>
-<tr id="i154" class="altColor">
+<tr id="i162" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CentralMomentCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">CentralMomentCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i155" class="rowColor">
+<tr id="i163" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/CentralMomentFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">CentralMomentFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i156" class="altColor">
+<tr id="i164" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CentralMomentSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CentralMomentSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i157" class="rowColor">
+<tr id="i165" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/CheckedConstraintsLog.html" title="class in org.apache.sysds.runtime.privacy">CheckedConstraintsLog</a></td>
<th class="colLast" scope="row">
<div class="block">Class counting the checked privacy constraints and the loaded privacy constraints.</div>
</th>
</tr>
-<tr id="i158" class="altColor">
+<tr id="i166" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Checkpoint.html" title="class in org.apache.sysds.lops">Checkpoint</a></td>
<th class="colLast" scope="row">
<div class="block">Lop for checkpoint operations.</div>
</th>
</tr>
-<tr id="i159" class="rowColor">
+<tr id="i167" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CheckpointSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CheckpointSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i160" class="altColor">
+<tr id="i168" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CiphertextMatrix.html" title="class in org.apache.sysds.runtime.instructions.cp">CiphertextMatrix</a></td>
<th class="colLast" scope="row">
<div class="block">This class abstracts over an encrypted matrix of ciphertexts.</div>
</th>
</tr>
-<tr id="i161" class="rowColor">
+<tr id="i169" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibAppend.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibAppend</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i162" class="altColor">
+<tr id="i170" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibBinaryCellOp.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibBinaryCellOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i163" class="rowColor">
+<tr id="i171" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibCMOps.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibCMOps</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i164" class="altColor">
+<tr id="i172" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibCombine.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibCombine</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i173" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibCompAgg.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibCompAgg</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i165" class="rowColor">
+<tr id="i174" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibDecompress.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibDecompress</a></td>
<th class="colLast" scope="row">
<div class="block">Library to decompress a list of column groups into a matrix.</div>
</th>
</tr>
-<tr id="i166" class="altColor">
+<tr id="i175" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibLeftMultBy.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibLeftMultBy</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i167" class="rowColor">
+<tr id="i176" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibMatrixMult.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibMatrixMult</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i168" class="altColor">
+<tr id="i177" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibMMChain.html" title="interface in org.apache.sysds.runtime.compress.lib">CLALibMMChain</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i169" class="rowColor">
+<tr id="i178" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibRexpand.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibRexpand</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i170" class="altColor">
+<tr id="i179" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibRightMultBy.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibRightMultBy</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i171" class="rowColor">
+<tr id="i180" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibScalar.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibScalar</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i172" class="altColor">
+<tr id="i181" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibSlice.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibSlice</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i173" class="rowColor">
+<tr id="i182" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibSquash.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibSquash</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i174" class="altColor">
+<tr id="i183" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibTSMM.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibTSMM</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i175" class="rowColor">
+<tr id="i184" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibUnary.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibUnary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i176" class="altColor">
+<tr id="i185" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/lib/CLALibUtils.html" title="class in org.apache.sysds.runtime.compress.lib">CLALibUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i177" class="rowColor">
+<tr id="i186" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/CM.html" title="class in org.apache.sysds.runtime.functionobjects">CM</a></td>
<th class="colLast" scope="row">
<div class="block">GENERAL NOTE:
@@ -941,304 +982,315 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
i.e., we (1) round instead of casting where required (e.g.</div>
</th>
</tr>
-<tr id="i178" class="altColor">
+<tr id="i187" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CM_COV_Object.html" title="class in org.apache.sysds.runtime.instructions.cp">CM_COV_Object</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i179" class="rowColor">
+<tr id="i188" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/CM_N_COVCell.html" title="class in org.apache.sysds.runtime.matrix.data">CM_N_COVCell</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i180" class="altColor">
+<tr id="i189" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/CMOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">CMOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i181" class="rowColor">
+<tr id="i190" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/CMOperator.AggregateOperationTypes.html" title="enum in org.apache.sysds.runtime.matrix.operators">CMOperator.AggregateOperationTypes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i182" class="altColor">
+<tr id="i191" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNode.html" title="class in org.apache.sysds.hops.codegen.cplan">CNode</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i183" class="rowColor">
+<tr id="i192" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeBinary.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeBinary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i184" class="altColor">
+<tr id="i193" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeBinary.BinType.html" title="enum in org.apache.sysds.hops.codegen.cplan">CNodeBinary.BinType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i185" class="rowColor">
+<tr id="i194" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeCell.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeCell</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i186" class="altColor">
+<tr id="i195" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeData.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeData</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i187" class="rowColor">
+<tr id="i196" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeMultiAgg.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeMultiAgg</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i188" class="altColor">
+<tr id="i197" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeNary.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeNary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i189" class="rowColor">
+<tr id="i198" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeNary.NaryType.html" title="enum in org.apache.sysds.hops.codegen.cplan">CNodeNary.NaryType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i190" class="altColor">
+<tr id="i199" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeOuterProduct.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeOuterProduct</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i191" class="rowColor">
+<tr id="i200" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeRow.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeRow</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i192" class="altColor">
+<tr id="i201" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeTernary.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeTernary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i193" class="rowColor">
+<tr id="i202" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeTernary.TernaryType.html" title="enum in org.apache.sysds.hops.codegen.cplan">CNodeTernary.TernaryType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i194" class="altColor">
+<tr id="i203" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeTpl.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeTpl</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i195" class="rowColor">
+<tr id="i204" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeUnary.html" title="class in org.apache.sysds.hops.codegen.cplan">CNodeUnary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i196" class="altColor">
+<tr id="i205" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CNodeUnary.UnaryType.html" title="enum in org.apache.sysds.hops.codegen.cplan">CNodeUnary.UnaryType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i197" class="rowColor">
+<tr id="i206" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCodeBinPacking.html" title="class in org.apache.sysds.runtime.compress.cocode">CoCodeBinPacking</a></td>
<th class="colLast" scope="row">
<div class="block">Column group partitioning with bin packing heuristic.</div>
</th>
</tr>
-<tr id="i198" class="altColor">
+<tr id="i207" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCodeGreedy.html" title="class in org.apache.sysds.runtime.compress.cocode">CoCodeGreedy</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i199" class="rowColor">
+<tr id="i208" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCodeHybrid.html" title="class in org.apache.sysds.runtime.compress.cocode">CoCodeHybrid</a></td>
<th class="colLast" scope="row">
<div class="block">This cocode strategy starts combines the use of CoCodePriorityQue and CoCodeGreedy.</div>
</th>
</tr>
-<tr id="i200" class="altColor">
+<tr id="i209" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCodePriorityQue.html" title="class in org.apache.sysds.runtime.compress.cocode">CoCodePriorityQue</a></td>
<th class="colLast" scope="row">
<div class="block">Column group partitioning by number of distinct items estimated.</div>
</th>
</tr>
-<tr id="i201" class="rowColor">
+<tr id="i210" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCoderFactory.html" title="interface in org.apache.sysds.runtime.compress.cocode">CoCoderFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i202" class="altColor">
+<tr id="i211" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCoderFactory.PartitionerType.html" title="enum in org.apache.sysds.runtime.compress.cocode">CoCoderFactory.PartitionerType</a></td>
<th class="colLast" scope="row">
<div class="block">The Valid coCoding techniques</div>
</th>
</tr>
-<tr id="i203" class="rowColor">
+<tr id="i212" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/CoCodeStatic.html" title="class in org.apache.sysds.runtime.compress.cocode">CoCodeStatic</a></td>
<th class="colLast" scope="row">
<div class="block">Column group co coding with static distribution heuristic.</div>
</th>
</tr>
-<tr id="i204" class="altColor">
+<tr id="i213" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/utils/stats/CodegenStatistics.html" title="class in org.apache.sysds.utils.stats">CodegenStatistics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i205" class="rowColor">
+<tr id="i214" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/codegen/CodegenUtils.html" title="class in org.apache.sysds.runtime.codegen">CodegenUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i206" class="altColor">
+<tr id="i215" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/cplan/CodeTemplate.html" title="class in org.apache.sysds.hops.codegen.cplan">CodeTemplate</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i207" class="rowColor">
+<tr id="i216" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupConst.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupConst</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i208" class="altColor">
+<tr id="i217" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupDDC.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupDDC</a></td>
<th class="colLast" scope="row">
<div class="block">Class to encapsulate information about a column group that is encoded with dense dictionary encoding (DDC).</div>
</th>
</tr>
-<tr id="i209" class="rowColor">
+<tr id="i218" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupDDCFOR.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupDDCFOR</a></td>
<th class="colLast" scope="row">
<div class="block">Class to encapsulate information about a column group that is encoded with dense dictionary encoding (DDC).</div>
</th>
</tr>
-<tr id="i210" class="altColor">
+<tr id="i219" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupDeltaDDC.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupDeltaDDC</a></td>
+<th class="colLast" scope="row">
+<div class="block">Class to encapsulate information about a column group that is first delta encoded then encoded with dense dictionary
+ encoding (DeltaDDC).</div>
+</th>
+</tr>
+<tr id="i220" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupEmpty.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupEmpty</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i211" class="rowColor">
+<tr id="i221" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupFactory.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupFactory</a></td>
<th class="colLast" scope="row">
<div class="block">Factory class for constructing ColGroups.</div>
</th>
</tr>
-<tr id="i212" class="altColor">
+<tr id="i222" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupIO.html" title="interface in org.apache.sysds.runtime.compress.colgroup">ColGroupIO</a></td>
<th class="colLast" scope="row">
<div class="block">IO for ColGroups, it enables read and write ColGroups</div>
</th>
</tr>
-<tr id="i213" class="rowColor">
+<tr id="i223" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupLinearFunctional.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupLinearFunctional</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i214" class="altColor">
+<tr id="i224" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupOLE.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupOLE</a></td>
<th class="colLast" scope="row">
<div class="block">Class to encapsulate information about a column group that is encoded with simple lists of offsets for each set of
distinct values.</div>
</th>
</tr>
-<tr id="i215" class="rowColor">
+<tr id="i225" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupRLE.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupRLE</a></td>
<th class="colLast" scope="row">
<div class="block">A group of columns compressed with a single run-length encoded bitmap.</div>
</th>
</tr>
-<tr id="i216" class="altColor">
+<tr id="i226" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupSDC.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupSDC</a></td>
<th class="colLast" scope="row">
<div class="block">Column group that sparsely encodes the dictionary values.</div>
</th>
</tr>
-<tr id="i217" class="rowColor">
+<tr id="i227" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupSDCFOR.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupSDCFOR</a></td>
<th class="colLast" scope="row">
<div class="block">ColGroup for Patched Frame Of Reference.</div>
</th>
</tr>
-<tr id="i218" class="altColor">
+<tr id="i228" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupSDCSingle.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupSDCSingle</a></td>
<th class="colLast" scope="row">
<div class="block">Column group that sparsely encodes the dictionary values.</div>
</th>
</tr>
-<tr id="i219" class="rowColor">
+<tr id="i229" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupSDCSingleZeros.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupSDCSingleZeros</a></td>
<th class="colLast" scope="row">
<div class="block">Column group that sparsely encodes the dictionary values.</div>
</th>
</tr>
-<tr id="i220" class="altColor">
+<tr id="i230" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupSDCZeros.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupSDCZeros</a></td>
<th class="colLast" scope="row">
<div class="block">Column group that sparsely encodes the dictionary values.</div>
</th>
</tr>
-<tr id="i221" class="rowColor">
+<tr id="i231" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupSizes.html" title="interface in org.apache.sysds.runtime.compress.colgroup">ColGroupSizes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i222" class="altColor">
+<tr id="i232" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupUncompressed.html" title="class in org.apache.sysds.runtime.compress.colgroup">ColGroupUncompressed</a></td>
<th class="colLast" scope="row">
<div class="block">Column group type for columns that are stored as dense arrays of doubles.</div>
</th>
</tr>
-<tr id="i223" class="rowColor">
+<tr id="i233" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/ColGroupUtils.html" title="interface in org.apache.sysds.runtime.compress.colgroup">ColGroupUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i224" class="altColor">
+<tr id="i234" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/ColIndexes.html" title="class in org.apache.sysds.runtime.compress.cocode">ColIndexes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i225" class="rowColor">
+<tr id="i235" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/CollectionUtils.html" title="class in org.apache.sysds.runtime.util">CollectionUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i226" class="altColor">
+<tr id="i236" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoder.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoder</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all transform encoders providing both a row and block interface for decoding frames to matrices.</div>
</th>
</tr>
-<tr id="i227" class="rowColor">
+<tr id="i237" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoder.EncoderType.html" title="enum in org.apache.sysds.runtime.transform.encode">ColumnEncoder.EncoderType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i228" class="altColor">
+<tr id="i238" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderBin.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderBin</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i229" class="rowColor">
+<tr id="i239" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderBin.BinMethod.html" title="enum in org.apache.sysds.runtime.transform.encode">ColumnEncoderBin.BinMethod</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i230" class="altColor">
+<tr id="i240" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderComposite.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderComposite</a></td>
<th class="colLast" scope="row">
<div class="block">Simple composite encoder that applies a list of encoders in specified order.</div>
</th>
</tr>
-<tr id="i231" class="rowColor">
+<tr id="i241" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderDummycode.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderDummycode</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i232" class="altColor">
+<tr id="i242" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderFeatureHash.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderFeatureHash</a></td>
<th class="colLast" scope="row">
<div class="block">Class used for feature hashing transformation of frames.</div>
</th>
</tr>
-<tr id="i233" class="rowColor">
+<tr id="i243" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderFeatureHash.FeatureHashSparseApplyTask.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderFeatureHash.FeatureHashSparseApplyTask</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i234" class="altColor">
+<tr id="i244" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderPassThrough.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderPassThrough</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i235" class="rowColor">
+<tr id="i245" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderPassThrough.PassThroughSparseApplyTask.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderPassThrough.PassThroughSparseApplyTask</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i236" class="altColor">
+<tr id="i246" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderRecode.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderRecode</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i237" class="rowColor">
+<tr id="i247" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/ColumnEncoderUDF.html" title="class in org.apache.sysds.runtime.transform.encode">ColumnEncoderUDF</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i238" class="altColor">
+<tr id="i248" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/ColumnMetadata.html" title="class in org.apache.sysds.runtime.frame.data.columns">ColumnMetadata</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i249" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/ComEstExact.html" title="class in org.apache.sysds.runtime.compress.estim">ComEstExact</a></td>
<th class="colLast" scope="row">
<div class="block">Exact compressed size estimator (examines entire dataset).</div>
</th>
</tr>
-<tr id="i239" class="rowColor">
+<tr id="i250" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/ComEstFactory.html" title="interface in org.apache.sysds.runtime.compress.estim">ComEstFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i240" class="altColor">
+<tr id="i251" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/ComEstSample.html" title="class in org.apache.sysds.runtime.compress.estim">ComEstSample</a></td>
<th class="colLast" scope="row">
<div class="block">Estimate compression size based on subsample of data.</div>
</th>
</tr>
-<tr id="i241" class="rowColor">
+<tr id="i252" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/CommonThreadPool.html" title="class in org.apache.sysds.runtime.util">CommonThreadPool</a></td>
<th class="colLast" scope="row">
<div class="block">This common thread pool provides an abstraction to obtain a shared
@@ -1246,247 +1298,266 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
of the maximum degree of parallelism.</div>
</th>
</tr>
-<tr id="i242" class="altColor">
+<tr id="i253" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/conf/CompilerConfig.html" title="class in org.apache.sysds.conf">CompilerConfig</a></td>
<th class="colLast" scope="row">
<div class="block">Basic wrapper for all compiler configurations that are configured
dynamically on a per script invocation basis.</div>
</th>
</tr>
-<tr id="i243" class="rowColor">
+<tr id="i254" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/conf/CompilerConfig.ConfigType.html" title="enum in org.apache.sysds.conf">CompilerConfig.ConfigType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i244" class="altColor">
+<tr id="i255" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/CompressedMatrixBlock.html" title="class in org.apache.sysds.runtime.compress">CompressedMatrixBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i245" class="rowColor">
+<tr id="i256" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/CompressedMatrixBlockFactory.html" title="class in org.apache.sysds.runtime.compress">CompressedMatrixBlockFactory</a></td>
<th class="colLast" scope="row">
<div class="block">Factory pattern to compress a Matrix Block into a CompressedMatrixBlock.</div>
</th>
</tr>
-<tr id="i246" class="altColor">
+<tr id="i257" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/CompressedSizeInfo.html" title="class in org.apache.sysds.runtime.compress.estim">CompressedSizeInfo</a></td>
<th class="colLast" scope="row">
<div class="block">A helper reusable object for maintaining information about estimated compression</div>
</th>
</tr>
-<tr id="i247" class="rowColor">
+<tr id="i258" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/CompressedSizeInfoColGroup.html" title="class in org.apache.sysds.runtime.compress.estim">CompressedSizeInfoColGroup</a></td>
<th class="colLast" scope="row">
<div class="block">Information collected about a specific ColGroup's compression size.</div>
</th>
</tr>
-<tr id="i248" class="altColor">
+<tr id="i259" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/io/CompressedWriteBlock.html" title="class in org.apache.sysds.runtime.compress.io">CompressedWriteBlock</a></td>
+<th class="colLast" scope="row">
+<div class="block">Write block for serializing either a instance of MatrixBlock or CompressedMatrixBlock, To allow spark to read in
+ either or.</div>
+</th>
+</tr>
+<tr id="i260" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Compression.html" title="class in org.apache.sysds.lops">Compression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i249" class="rowColor">
+<tr id="i261" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Compression.CompressConfig.html" title="enum in org.apache.sysds.lops">Compression.CompressConfig</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i250" class="altColor">
+<tr id="i262" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CompressionCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">CompressionCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i251" class="rowColor">
+<tr id="i263" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/CompressionSettings.html" title="class in org.apache.sysds.runtime.compress">CompressionSettings</a></td>
<th class="colLast" scope="row">
<div class="block">Compression Settings class, used as a bundle of parameters inside the Compression framework.</div>
</th>
</tr>
-<tr id="i252" class="altColor">
+<tr id="i264" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/CompressionSettingsBuilder.html" title="class in org.apache.sysds.runtime.compress">CompressionSettingsBuilder</a></td>
<th class="colLast" scope="row">
<div class="block">Builder pattern for Compression Settings.</div>
</th>
</tr>
-<tr id="i253" class="rowColor">
+<tr id="i265" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CompressionSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CompressionSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i254" class="altColor">
+<tr id="i266" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CompressionSPInstruction.CompressionFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">CompressionSPInstruction.CompressionFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i255" class="rowColor">
+<tr id="i267" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CompressionSPInstruction.CompressionWorkloadFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">CompressionSPInstruction.CompressionWorkloadFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i256" class="altColor">
+<tr id="i268" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CompressionSPInstruction.SizeFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">CompressionSPInstruction.SizeFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i257" class="rowColor">
+<tr id="i269" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/CompressionStatistics.html" title="class in org.apache.sysds.runtime.compress">CompressionStatistics</a></td>
<th class="colLast" scope="row">
<div class="block">Compression Statistics contain the main information gathered from the compression, such as sizes of the original
matrix, vs the compressed representation at different stages of the compression.</div>
</th>
</tr>
-<tr id="i258" class="altColor">
+<tr id="i270" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/io/CompressUnwrap.html" title="class in org.apache.sysds.runtime.compress.io">CompressUnwrap</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i271" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/io/CompressWrap.html" title="class in org.apache.sysds.runtime.compress.io">CompressWrap</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i272" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/ComputationCostEstimator.html" title="class in org.apache.sysds.runtime.compress.cost">ComputationCostEstimator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i259" class="rowColor">
+<tr id="i273" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/ComputationCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">ComputationCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i260" class="altColor">
+<tr id="i274" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/ComputationFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">ComputationFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i261" class="rowColor">
+<tr id="i275" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/ComputationSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">ComputationSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i262" class="altColor">
+<tr id="i276" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ComputeBinaryBlockNnzFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ComputeBinaryBlockNnzFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i263" class="rowColor">
+<tr id="i277" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/ComputeCost.html" title="class in org.apache.sysds.hops.cost">ComputeCost</a></td>
<th class="colLast" scope="row">
<div class="block">Class with methods estimating compute costs of operations.</div>
</th>
</tr>
-<tr id="i264" class="altColor">
+<tr id="i278" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/ConditionalPredicate.html" title="class in org.apache.sysds.parser">ConditionalPredicate</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i265" class="rowColor">
+<tr id="i279" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/ConfigurableAPI.html" title="interface in org.apache.sysds.api">ConfigurableAPI</a></td>
<th class="colLast" scope="row">
<div class="block">This interface defines the programmatic access to dml configuration properties
(as defined in SystemDS-config.xml) to ensure API consistency across all APIs.</div>
</th>
</tr>
-<tr id="i266" class="altColor">
+<tr id="i280" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/conf/ConfigurationManager.html" title="class in org.apache.sysds.conf">ConfigurationManager</a></td>
<th class="colLast" scope="row">
<div class="block">Singleton for accessing the parsed and merged system configuration.</div>
</th>
</tr>
-<tr id="i267" class="rowColor">
+<tr id="i281" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/jmlc/Connection.html" title="class in org.apache.sysds.api.jmlc">Connection</a></td>
<th class="colLast" scope="row">
<div class="block">Interaction with SystemDS using the JMLC (Java Machine Learning Connector) API is initiated with
a <a href="org/apache/sysds/api/jmlc/Connection.html" title="class in org.apache.sysds.api.jmlc"><code>Connection</code></a> object.</div>
</th>
</tr>
-<tr id="i268" class="altColor">
+<tr id="i282" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/controllers/Constants.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.controllers">Constants</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i269" class="rowColor">
+<tr id="i283" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/repositories/Constants.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.repositories">Constants</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i270" class="altColor">
+<tr id="i284" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/encoding/ConstEncoding.html" title="class in org.apache.sysds.runtime.compress.estim.encoding">ConstEncoding</a></td>
<th class="colLast" scope="row">
<div class="block">Const encoding for cases where the entire group of columns is the same value</div>
</th>
</tr>
-<tr id="i271" class="rowColor">
+<tr id="i285" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/ConstIdentifier.html" title="class in org.apache.sysds.parser">ConstIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i272" class="altColor">
+<tr id="i286" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/scheme/ConstScheme.html" title="class in org.apache.sysds.runtime.compress.colgroup.scheme">ConstScheme</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i287" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/Converter.html" title="interface in org.apache.sysds.runtime.matrix.data">Converter</a><<a href="org/apache/sysds/runtime/matrix/data/Converter.html" title="type parameter in Converter">K1</a> extends org.apache.hadoop.io.Writable,​<a href="org/apache/sysds/runtime/matrix/data/Converter.html" title="type parameter in Converter">V1</a> extends org.apache.hadoop.io.Writable,​<a href="org/apache/sysds/runtime/ [...]
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i273" class="rowColor">
+<tr id="i288" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ConvertFrameBlockToIJVLines.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ConvertFrameBlockToIJVLines</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i274" class="altColor">
+<tr id="i289" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ConvertMatrixBlockToIJVLines.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ConvertMatrixBlockToIJVLines</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i275" class="rowColor">
+<tr id="i290" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ConvertStringToLongTextPair.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ConvertStringToLongTextPair</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i276" class="altColor">
+<tr id="i291" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/CoordinatorConnectionModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">CoordinatorConnectionModel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i277" class="rowColor">
+<tr id="i292" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/controllers/CoordinatorController.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.controllers">CoordinatorController</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i278" class="altColor">
+<tr id="i293" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/CoordinatorModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">CoordinatorModel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i279" class="rowColor">
+<tr id="i294" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/services/CoordinatorService.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.services">CoordinatorService</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i280" class="altColor">
+<tr id="i295" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyBinaryCellFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyBinaryCellFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i281" class="rowColor">
+<tr id="i296" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyFrameBlockFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyFrameBlockFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block rdds.</div>
</th>
</tr>
-<tr id="i282" class="altColor">
+<tr id="i297" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyFrameBlockPairFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyFrameBlockPairFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block rdds.</div>
</th>
</tr>
-<tr id="i283" class="rowColor">
+<tr id="i298" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyMatrixBlockFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyMatrixBlockFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block rdds.</div>
</th>
</tr>
-<tr id="i284" class="altColor">
+<tr id="i299" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyMatrixBlockPairFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyMatrixBlockPairFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block rdds.</div>
</th>
</tr>
-<tr id="i285" class="rowColor">
+<tr id="i300" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyTensorBlockFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyTensorBlockFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block rdds.</div>
</th>
</tr>
-<tr id="i286" class="altColor">
+<tr id="i301" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyTensorBlockPairFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyTensorBlockPairFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block rdds.</div>
</th>
</tr>
-<tr id="i287" class="rowColor">
+<tr id="i302" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CopyTextInputFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CopyTextInputFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i288" class="altColor">
+<tr id="i303" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/CorrMatrixBlock.html" title="class in org.apache.sysds.runtime.instructions.spark.data">CorrMatrixBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i289" class="rowColor">
+<tr id="i304" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/CostEstimationWrapper.html" title="class in org.apache.sysds.hops.cost">CostEstimationWrapper</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i290" class="altColor">
+<tr id="i305" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/CostEstimationWrapper.CostType.html" title="enum in org.apache.sysds.hops.cost">CostEstimationWrapper.CostType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i291" class="rowColor">
+<tr id="i306" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/CostEstimator.html" title="class in org.apache.sysds.hops.cost">CostEstimator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i292" class="altColor">
+<tr id="i307" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/CostEstimator.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">CostEstimator</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all potential cost estimators
@@ -1494,55 +1565,55 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
TODO account for shared read-only matrices when computing aggregated stats</div>
</th>
</tr>
-<tr id="i293" class="rowColor">
+<tr id="i308" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/CostEstimator.DataFormat.html" title="enum in org.apache.sysds.runtime.controlprogram.parfor.opt">CostEstimator.DataFormat</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i294" class="altColor">
+<tr id="i309" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/CostEstimator.ExcludeType.html" title="enum in org.apache.sysds.runtime.controlprogram.parfor.opt">CostEstimator.ExcludeType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i295" class="rowColor">
+<tr id="i310" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/CostEstimator.TestMeasure.html" title="enum in org.apache.sysds.runtime.controlprogram.parfor.opt">CostEstimator.TestMeasure</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i296" class="altColor">
+<tr id="i311" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/CostEstimatorBuilder.html" title="class in org.apache.sysds.runtime.compress.cost">CostEstimatorBuilder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i297" class="rowColor">
+<tr id="i312" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/CostEstimatorFactory.html" title="interface in org.apache.sysds.runtime.compress.cost">CostEstimatorFactory</a></td>
<th class="colLast" scope="row">
<div class="block">Factory class for the construction of cost estimators for compression</div>
</th>
</tr>
-<tr id="i298" class="altColor">
+<tr id="i313" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/CostEstimatorFactory.CostType.html" title="enum in org.apache.sysds.runtime.compress.cost">CostEstimatorFactory.CostType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i299" class="rowColor">
+<tr id="i314" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/CostEstimatorHops.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">CostEstimatorHops</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i300" class="altColor">
+<tr id="i315" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/CostEstimatorRuntime.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">CostEstimatorRuntime</a></td>
<th class="colLast" scope="row">
<div class="block">Cost estimator for runtime programs.</div>
</th>
</tr>
-<tr id="i301" class="rowColor">
+<tr id="i316" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/CostEstimatorStaticRuntime.html" title="class in org.apache.sysds.hops.cost">CostEstimatorStaticRuntime</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i302" class="altColor">
+<tr id="i317" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/CountDistinctOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">CountDistinctOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i303" class="rowColor">
+<tr id="i318" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/CountDistinctOperatorTypes.html" title="enum in org.apache.sysds.runtime.matrix.operators">CountDistinctOperatorTypes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i304" class="altColor">
+<tr id="i319" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/COV.html" title="class in org.apache.sysds.runtime.functionobjects">COV</a></td>
<th class="colLast" scope="row">
<div class="block">GENERAL NOTE:
@@ -1550,81 +1621,81 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
i.e., we (1) round instead of casting where required (e.g.</div>
</th>
</tr>
-<tr id="i305" class="rowColor">
+<tr id="i320" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/CoVariance.html" title="class in org.apache.sysds.lops">CoVariance</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to compute covariance between two 1D matrices</div>
</th>
</tr>
-<tr id="i306" class="altColor">
+<tr id="i321" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CovarianceCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">CovarianceCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i307" class="rowColor">
+<tr id="i322" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/CovarianceFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">CovarianceFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i308" class="altColor">
+<tr id="i323" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CovarianceSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CovarianceSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i309" class="rowColor">
+<tr id="i324" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/COVOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">COVOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i310" class="altColor">
+<tr id="i325" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">CPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i311" class="rowColor">
+<tr id="i326" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CPInstruction.CPType.html" title="enum in org.apache.sysds.runtime.instructions.cp">CPInstruction.CPType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i312" class="altColor">
+<tr id="i327" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/CPInstructionParser.html" title="class in org.apache.sysds.runtime.instructions">CPInstructionParser</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i313" class="rowColor">
+<tr id="i328" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/template/CPlanCSERewriter.html" title="class in org.apache.sysds.hops.codegen.template">CPlanCSERewriter</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i314" class="altColor">
+<tr id="i329" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/template/CPlanMemoTable.html" title="class in org.apache.sysds.hops.codegen.template">CPlanMemoTable</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i315" class="rowColor">
+<tr id="i330" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/template/CPlanMemoTable.MemoTableEntry.html" title="class in org.apache.sysds.hops.codegen.template">CPlanMemoTable.MemoTableEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i316" class="altColor">
+<tr id="i331" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/template/CPlanMemoTable.MemoTableEntrySet.html" title="class in org.apache.sysds.hops.codegen.template">CPlanMemoTable.MemoTableEntrySet</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i317" class="rowColor">
+<tr id="i332" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/template/CPlanOpRewriter.html" title="class in org.apache.sysds.hops.codegen.template">CPlanOpRewriter</a></td>
<th class="colLast" scope="row">
<div class="block">This cplan rewriter is meant to be the central place for any cplan
enhancements before code generation.</div>
</th>
</tr>
-<tr id="i318" class="altColor">
+<tr id="i333" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CpmmSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CpmmSPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Cpmm: cross-product matrix multiplication operation (distributed matrix multiply
by join over common dimension and subsequent aggregation of partial results).</div>
</th>
</tr>
-<tr id="i319" class="rowColor">
+<tr id="i334" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CPOperand.html" title="class in org.apache.sysds.runtime.instructions.cp">CPOperand</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i320" class="altColor">
+<tr id="i335" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/CreateSparseBlockFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">CreateSparseBlockFunction</a></td>
<th class="colLast" scope="row">
<div class="block">General purpose copy function for binary block values.</div>
</th>
</tr>
-<tr id="i321" class="rowColor">
+<tr id="i336" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/CSRPointer.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">CSRPointer</a></td>
<th class="colLast" scope="row">
<div class="block">Compressed Sparse Row (CSR) format for CUDA
@@ -1633,197 +1704,197 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
Since we assume that the matrix is stored with zero-based indexing (i.e.</div>
</th>
</tr>
-<tr id="i322" class="altColor">
+<tr id="i337" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/CSVReBlock.html" title="class in org.apache.sysds.lops">CSVReBlock</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to convert CSV data into SystemDS data format</div>
</th>
</tr>
-<tr id="i323" class="rowColor">
+<tr id="i338" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CSVReblockSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CSVReblockSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i324" class="altColor">
+<tr id="i339" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Ctable.html" title="class in org.apache.sysds.lops">Ctable</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform ternary operation.</div>
</th>
</tr>
-<tr id="i325" class="rowColor">
+<tr id="i340" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/CTable.html" title="class in org.apache.sysds.runtime.functionobjects">CTable</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i326" class="altColor">
+<tr id="i341" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Ctable.OperationTypes.html" title="enum in org.apache.sysds.lops">Ctable.OperationTypes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i327" class="rowColor">
+<tr id="i342" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/CtableCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">CtableCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i328" class="altColor">
+<tr id="i343" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/CtableFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">CtableFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i329" class="rowColor">
+<tr id="i344" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/CTableMap.html" title="class in org.apache.sysds.runtime.matrix.data">CTableMap</a></td>
<th class="colLast" scope="row">
<div class="block">Ctable map is an abstraction for the hashmap used for ctable's hash group-by
because this structure is passed through various interfaces.</div>
</th>
</tr>
-<tr id="i330" class="altColor">
+<tr id="i345" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CtableSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CtableSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i331" class="rowColor">
+<tr id="i346" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CtableSPInstruction.MapJoinSignature1.html" title="class in org.apache.sysds.runtime.instructions.spark">CtableSPInstruction.MapJoinSignature1</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i332" class="altColor">
+<tr id="i347" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CtableSPInstruction.MapJoinSignature2.html" title="class in org.apache.sysds.runtime.instructions.spark">CtableSPInstruction.MapJoinSignature2</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i333" class="rowColor">
+<tr id="i348" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CtableSPInstruction.MapJoinSignature3.html" title="class in org.apache.sysds.runtime.instructions.spark">CtableSPInstruction.MapJoinSignature3</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i334" class="altColor">
+<tr id="i349" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/CudaMemoryAllocator.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">CudaMemoryAllocator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i335" class="rowColor">
+<tr id="i350" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/CudaSupportFunctions.html" title="interface in org.apache.sysds.runtime.matrix.data">CudaSupportFunctions</a></td>
<th class="colLast" scope="row">
<div class="block">DESIGN DOCUMENTATION FOR SUPPORTING LOWER PRECISION:
1.</div>
</th>
</tr>
-<tr id="i336" class="altColor">
+<tr id="i351" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CumulativeAggregateSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CumulativeAggregateSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i337" class="rowColor">
+<tr id="i352" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/CumulativeOffsetBinary.html" title="class in org.apache.sysds.lops">CumulativeOffsetBinary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i338" class="altColor">
+<tr id="i353" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/CumulativeOffsetFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">CumulativeOffsetFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i339" class="rowColor">
+<tr id="i354" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/CumulativeOffsetSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">CumulativeOffsetSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i340" class="altColor">
+<tr id="i355" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/CumulativePartialAggregate.html" title="class in org.apache.sysds.lops">CumulativePartialAggregate</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i341" class="rowColor">
+<tr id="i356" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/CustomErrorListener.html" title="class in org.apache.sysds.parser.dml">CustomErrorListener</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i342" class="altColor">
+<tr id="i357" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/CustomErrorListener.ParseIssueType.html" title="enum in org.apache.sysds.parser.dml">CustomErrorListener.ParseIssueType</a></td>
<th class="colLast" scope="row">
<div class="block">Parse issues can be syntax errors, validation errors, and validation
warnings.</div>
</th>
</tr>
-<tr id="i343" class="rowColor">
+<tr id="i358" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/CustomProperties.html" title="class in org.apache.sysds.runtime.iogen">CustomProperties</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i344" class="altColor">
+<tr id="i359" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/compile/Dag.html" title="class in org.apache.sysds.lops.compile">Dag</a><<a href="org/apache/sysds/lops/compile/Dag.html" title="type parameter in Dag">N</a> extends <a href="org/apache/sysds/lops/Lop.html" title="class in org.apache.sysds.lops">Lop</a>></td>
<th class="colLast" scope="row">
<div class="block">Class to maintain a DAG of lops and compile it into
runtime instructions, incl piggybacking into jobs.</div>
</th>
</tr>
-<tr id="i345" class="rowColor">
+<tr id="i360" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DArrCounts.html" title="class in org.apache.sysds.runtime.compress.utils">DArrCounts</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i346" class="altColor">
+<tr id="i361" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Data.html" title="class in org.apache.sysds.lops">Data</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to represent data objects.</div>
</th>
</tr>
-<tr id="i347" class="rowColor">
+<tr id="i362" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/Data.html" title="class in org.apache.sysds.runtime.instructions.cp">Data</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i348" class="altColor">
+<tr id="i363" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/utils/DataAugmentation.html" title="class in org.apache.sysds.utils">DataAugmentation</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i349" class="rowColor">
+<tr id="i364" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i350" class="altColor">
+<tr id="i365" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DataConverter.html" title="class in org.apache.sysds.runtime.util">DataConverter</a></td>
<th class="colLast" scope="row">
<div class="block">This class provides methods to read and write matrix blocks from to HDFS using different data formats.</div>
</th>
</tr>
-<tr id="i351" class="rowColor">
+<tr id="i366" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/DataExpression.html" title="class in org.apache.sysds.parser">DataExpression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i352" class="altColor">
+<tr id="i367" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/DataGen.html" title="class in org.apache.sysds.lops">DataGen</a></td>
<th class="colLast" scope="row">
<div class="block">Defines a LOP that generates data.</div>
</th>
</tr>
-<tr id="i353" class="rowColor">
+<tr id="i368" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/DataGenCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">DataGenCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i354" class="altColor">
+<tr id="i369" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/DataGenOp.html" title="class in org.apache.sysds.hops">DataGenOp</a></td>
<th class="colLast" scope="row">
<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>
</th>
</tr>
-<tr id="i355" class="rowColor">
+<tr id="i370" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/DataIdentifier.html" title="class in org.apache.sysds.parser">DataIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i356" class="altColor">
+<tr id="i371" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/DataObjectModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">DataObjectModel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i357" class="rowColor">
+<tr id="i372" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/DataOp.html" title="class in org.apache.sysds.hops">DataOp</a></td>
<th class="colLast" scope="row">
<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>
</th>
</tr>
-<tr id="i358" class="altColor">
+<tr id="i373" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/DataPartitioner.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">DataPartitioner</a></td>
<th class="colLast" scope="row">
<div class="block">This is the base class for all data partitioner.</div>
</th>
</tr>
-<tr id="i359" class="rowColor">
+<tr id="i374" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/DataPartitionerLocal.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">DataPartitionerLocal</a></td>
<th class="colLast" scope="row">
<div class="block">Partitions a given matrix into row or column partitions with a two pass-approach.</div>
</th>
</tr>
-<tr id="i360" class="altColor">
+<tr id="i375" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/DataPartitionerRemoteSpark.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">DataPartitionerRemoteSpark</a></td>
<th class="colLast" scope="row">
<div class="block">MR job class for submitting parfor remote partitioning MR jobs.</div>
</th>
</tr>
-<tr id="i361" class="rowColor">
+<tr id="i376" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/DataPartitionerRemoteSparkMapper.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">DataPartitionerRemoteSparkMapper</a></td>
<th class="colLast" scope="row">
<div class="block">NOTE: for the moment we only support binary block here
@@ -1832,71 +1903,71 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
Interface of Writable output in order to support both PairWritableBlock and PairWritableCell.</div>
</th>
</tr>
-<tr id="i362" class="altColor">
+<tr id="i377" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/DataPartitionerRemoteSparkReducer.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">DataPartitionerRemoteSparkReducer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i363" class="rowColor">
+<tr id="i378" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionerSparkAggregator.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionerSparkAggregator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i364" class="altColor">
+<tr id="i379" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionerSparkMapper.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionerSparkMapper</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i365" class="rowColor">
+<tr id="i380" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i366" class="altColor">
+<tr id="i381" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.BalanceMetrics.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.BalanceMetrics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i367" class="rowColor">
+<tr id="i382" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionFederatedScheme.Result.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionFederatedScheme.Result</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i368" class="altColor">
+<tr id="i383" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionLocalScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionLocalScheme</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i369" class="rowColor">
+<tr id="i384" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DataPartitionSparkScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DataPartitionSparkScheme</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i370" class="altColor">
+<tr id="i385" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/finegrained/DataRange.html" title="class in org.apache.sysds.runtime.privacy.finegrained">DataRange</a></td>
<th class="colLast" scope="row">
<div class="block">A DataRange instance marks a part of a CacheableData data object.</div>
</th>
</tr>
-<tr id="i371" class="rowColor">
+<tr id="i386" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/DatasetObject.html" title="class in org.apache.sysds.runtime.instructions.spark.data">DatasetObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i372" class="altColor">
+<tr id="i387" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DataTensorBlock.html" title="class in org.apache.sysds.runtime.data">DataTensorBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i373" class="rowColor">
+<tr id="i388" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DblArray.html" title="class in org.apache.sysds.runtime.compress.utils">DblArray</a></td>
<th class="colLast" scope="row">
<div class="block">Helper class used for bitmap extraction.</div>
</th>
</tr>
-<tr id="i374" class="altColor">
+<tr id="i389" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DblArrayCountHashMap.html" title="class in org.apache.sysds.runtime.compress.utils">DblArrayCountHashMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i375" class="rowColor">
+<tr id="i390" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DblArrayIntListHashMap.html" title="class in org.apache.sysds.runtime.compress.utils">DblArrayIntListHashMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i376" class="altColor">
+<tr id="i391" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DblArrayIntListHashMap.DArrayIListEntry.html" title="class in org.apache.sysds.runtime.compress.utils">DblArrayIntListHashMap.DArrayIListEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i377" class="rowColor">
+<tr id="i392" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DCLocalScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DCLocalScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Disjoint_Contiguous data partitioner:
@@ -1906,212 +1977,216 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
non-overlapping partitions of rows.</div>
</th>
</tr>
-<tr id="i378" class="altColor">
+<tr id="i393" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DCounts.html" title="class in org.apache.sysds.runtime.compress.utils">DCounts</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i379" class="rowColor">
+<tr id="i394" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DCSparkScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DCSparkScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Spark Disjoint_Contiguous data partitioner:</div>
</th>
</tr>
-<tr id="i380" class="altColor">
+<tr id="i395" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/scheme/DDCScheme.html" title="class in org.apache.sysds.runtime.compress.colgroup.scheme">DDCScheme</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i396" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/Decoder.html" title="class in org.apache.sysds.runtime.transform.decode">Decoder</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all transform decoders providing both a row and block
interface for decoding matrices to frames.</div>
</th>
</tr>
-<tr id="i381" class="rowColor">
+<tr id="i397" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/DecoderComposite.html" title="class in org.apache.sysds.runtime.transform.decode">DecoderComposite</a></td>
<th class="colLast" scope="row">
<div class="block">Simple composite decoder that applies a list of decoders
in specified order.</div>
</th>
</tr>
-<tr id="i382" class="altColor">
+<tr id="i398" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/DecoderDummycode.html" title="class in org.apache.sysds.runtime.transform.decode">DecoderDummycode</a></td>
<th class="colLast" scope="row">
<div class="block">Simple atomic decoder for dummycoded columns.</div>
</th>
</tr>
-<tr id="i383" class="rowColor">
+<tr id="i399" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/DecoderFactory.html" title="class in org.apache.sysds.runtime.transform.decode">DecoderFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i384" class="altColor">
+<tr id="i400" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/DecoderFactory.DecoderType.html" title="enum in org.apache.sysds.runtime.transform.decode">DecoderFactory.DecoderType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i385" class="rowColor">
+<tr id="i401" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/DecoderPassThrough.html" title="class in org.apache.sysds.runtime.transform.decode">DecoderPassThrough</a></td>
<th class="colLast" scope="row">
<div class="block">Simple atomic decoder for passing through numeric columns to the output.</div>
</th>
</tr>
-<tr id="i386" class="altColor">
+<tr id="i402" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/decode/DecoderRecode.html" title="class in org.apache.sysds.runtime.transform.decode">DecoderRecode</a></td>
<th class="colLast" scope="row">
<div class="block">Simple atomic decoder for recoded columns.</div>
</th>
</tr>
-<tr id="i387" class="rowColor">
+<tr id="i403" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/DeCompression.html" title="class in org.apache.sysds.lops">DeCompression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i388" class="altColor">
+<tr id="i404" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/DeCompression.CompressConfig.html" title="enum in org.apache.sysds.lops">DeCompression.CompressConfig</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i389" class="rowColor">
+<tr id="i405" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/DeCompressionCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">DeCompressionCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i390" class="altColor">
+<tr id="i406" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/DeCompressionSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">DeCompressionSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i391" class="rowColor">
+<tr id="i407" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/DeCompressionSPInstruction.DeCompressionFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">DeCompressionSPInstruction.DeCompressionFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i392" class="altColor">
+<tr id="i408" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/DeltaDictionary.html" title="class in org.apache.sysds.runtime.compress.colgroup.dictionary">DeltaDictionary</a></td>
<th class="colLast" scope="row">
<div class="block">This dictionary class is a specialization for the DeltaDDCColgroup.</div>
</th>
</tr>
-<tr id="i393" class="rowColor">
+<tr id="i409" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlock.html" title="class in org.apache.sysds.runtime.data">DenseBlock</a></td>
<th class="colLast" scope="row">
<div class="block">This DenseBlock is an abstraction for different dense, row-major
matrix formats.</div>
</th>
</tr>
-<tr id="i394" class="altColor">
+<tr id="i410" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlock.Type.html" title="enum in org.apache.sysds.runtime.data">DenseBlock.Type</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i395" class="rowColor">
+<tr id="i411" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockBool.html" title="class in org.apache.sysds.runtime.data">DenseBlockBool</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i396" class="altColor">
+<tr id="i412" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockDRB.html" title="class in org.apache.sysds.runtime.data">DenseBlockDRB</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i397" class="rowColor">
+<tr id="i413" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockFactory.html" title="class in org.apache.sysds.runtime.data">DenseBlockFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i398" class="altColor">
+<tr id="i414" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockFP32.html" title="class in org.apache.sysds.runtime.data">DenseBlockFP32</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i399" class="rowColor">
+<tr id="i415" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockFP64.html" title="class in org.apache.sysds.runtime.data">DenseBlockFP64</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i400" class="altColor">
+<tr id="i416" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockInt32.html" title="class in org.apache.sysds.runtime.data">DenseBlockInt32</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i401" class="rowColor">
+<tr id="i417" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockInt64.html" title="class in org.apache.sysds.runtime.data">DenseBlockInt64</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i402" class="altColor">
+<tr id="i418" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLBool.html" title="class in org.apache.sysds.runtime.data">DenseBlockLBool</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i403" class="rowColor">
+<tr id="i419" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLDRB.html" title="class in org.apache.sysds.runtime.data">DenseBlockLDRB</a></td>
<th class="colLast" scope="row">
<div class="block">Dense Large Row Blocks have multiple 1D arrays (blocks), which contain complete rows.</div>
</th>
</tr>
-<tr id="i404" class="altColor">
+<tr id="i420" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLFP32.html" title="class in org.apache.sysds.runtime.data">DenseBlockLFP32</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i405" class="rowColor">
+<tr id="i421" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLFP64.html" title="class in org.apache.sysds.runtime.data">DenseBlockLFP64</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i406" class="altColor">
+<tr id="i422" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLInt32.html" title="class in org.apache.sysds.runtime.data">DenseBlockLInt32</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i407" class="rowColor">
+<tr id="i423" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLInt64.html" title="class in org.apache.sysds.runtime.data">DenseBlockLInt64</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i408" class="altColor">
+<tr id="i424" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockLString.html" title="class in org.apache.sysds.runtime.data">DenseBlockLString</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i409" class="rowColor">
+<tr id="i425" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/DenseBlockString.html" title="class in org.apache.sysds.runtime.data">DenseBlockString</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i410" class="altColor">
+<tr id="i426" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/encoding/DenseEncoding.html" title="class in org.apache.sysds.runtime.compress.estim.encoding">DenseEncoding</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i411" class="rowColor">
+<tr id="i427" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DependencyTask.html" title="class in org.apache.sysds.runtime.util">DependencyTask</a><<a href="org/apache/sysds/runtime/util/DependencyTask.html" title="type parameter in DependencyTask">E</a>></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i412" class="altColor">
+<tr id="i428" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DependencyThreadPool.html" title="class in org.apache.sysds.runtime.util">DependencyThreadPool</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i413" class="rowColor">
+<tr id="i429" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DependencyWrapperTask.html" title="class in org.apache.sysds.runtime.util">DependencyWrapperTask</a><<a href="org/apache/sysds/runtime/util/DependencyWrapperTask.html" title="type parameter in DependencyWrapperTask">E</a>></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i414" class="altColor">
+<tr id="i430" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/repositories/DerbyRepository.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.repositories">DerbyRepository</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i415" class="rowColor">
+<tr id="i431" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/DiagIndex.html" title="class in org.apache.sysds.runtime.functionobjects">DiagIndex</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i416" class="altColor">
+<tr id="i432" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/Dictionary.html" title="class in org.apache.sysds.runtime.compress.colgroup.dictionary">Dictionary</a></td>
<th class="colLast" scope="row">
<div class="block">This dictionary class aims to encapsulate the storage and operations over unique floating point values of a column
group.</div>
</th>
</tr>
-<tr id="i417" class="rowColor">
+<tr id="i433" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/DictionaryFactory.html" title="interface in org.apache.sysds.runtime.compress.colgroup.dictionary">DictionaryFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i418" class="altColor">
+<tr id="i434" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/DictionaryFactory.Type.html" title="enum in org.apache.sysds.runtime.compress.colgroup.dictionary">DictionaryFactory.Type</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i419" class="rowColor">
+<tr id="i435" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/DictLibMatrixMult.html" title="class in org.apache.sysds.runtime.compress.colgroup.dictionary">DictLibMatrixMult</a></td>
<th class="colLast" scope="row">
<div class="block">Utility interface for dictionary matrix multiplication</div>
</th>
</tr>
-<tr id="i420" class="altColor">
+<tr id="i436" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/DistinctCostEstimator.html" title="class in org.apache.sysds.runtime.compress.cost">DistinctCostEstimator</a></td>
<th class="colLast" scope="row">
<div class="block">A Cost based estimator that based the compression and co-coding cost on the number of distinct elements in the column
groups.</div>
</th>
</tr>
-<tr id="i421" class="rowColor">
+<tr id="i437" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Divide.html" title="class in org.apache.sysds.runtime.functionobjects">Divide</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i422" class="altColor">
+<tr id="i438" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlBaseListener.html" title="class in org.apache.sysds.parser.dml">DmlBaseListener</a></td>
<th class="colLast" scope="row">
<div class="block">This class provides an empty implementation of <a href="org/apache/sysds/parser/dml/DmlListener.html" title="interface in org.apache.sysds.parser.dml"><code>DmlListener</code></a>,
@@ -2119,36 +2194,36 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
of the available methods.</div>
</th>
</tr>
-<tr id="i423" class="rowColor">
+<tr id="i439" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/DMLCompressionException.html" title="class in org.apache.sysds.runtime.compress">DMLCompressionException</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i424" class="altColor">
+<tr id="i440" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/DMLCompressionStatistics.html" title="class in org.apache.sysds.utils">DMLCompressionStatistics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i425" class="rowColor">
+<tr id="i441" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/conf/DMLConfig.html" title="class in org.apache.sysds.conf">DMLConfig</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i426" class="altColor">
+<tr id="i442" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/DMLException.html" title="class in org.apache.sysds.api">DMLException</a></td>
<th class="colLast" scope="row">
<div class="block">Exception occurring in the DML framework.</div>
</th>
</tr>
-<tr id="i427" class="rowColor">
+<tr id="i443" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlLexer.html" title="class in org.apache.sysds.parser.dml">DmlLexer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i428" class="altColor">
+<tr id="i444" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlListener.html" title="interface in org.apache.sysds.parser.dml">DmlListener</a></td>
<th class="colLast" scope="row">
<div class="block">This interface defines a complete listener for a parse tree produced by
<a href="org/apache/sysds/parser/dml/DmlParser.html" title="class in org.apache.sysds.parser.dml"><code>DmlParser</code></a>.</div>
</th>
</tr>
-<tr id="i429" class="rowColor">
+<tr id="i445" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/DMLOptions.html" title="class in org.apache.sysds.api">DMLOptions</a></td>
<th class="colLast" scope="row">
<div class="block">Set of DMLOptions that can be set through the command line
@@ -2158,346 +2233,350 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
to keep it consistent with <a href="org/apache/sysds/api/DMLOptions.html" title="class in org.apache.sysds.api"><code>DMLOptions</code></a> and <a href="org/apache/sysds/api/DMLOptions.html" title="class in org.apache.sysds.api"><code>DMLOptions</code></a></div>
</th>
</tr>
-<tr id="i430" class="altColor">
+<tr id="i446" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.html" title="class in org.apache.sysds.parser.dml">DmlParser</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i431" class="rowColor">
+<tr id="i447" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.AccumulatorAssignmentStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.AccumulatorAssignmentStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i432" class="altColor">
+<tr id="i448" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.AddSubExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.AddSubExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i433" class="rowColor">
+<tr id="i449" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.AssignmentStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.AssignmentStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i434" class="altColor">
+<tr id="i450" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.AtomicExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.AtomicExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i435" class="rowColor">
+<tr id="i451" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.BooleanAndExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.BooleanAndExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i436" class="altColor">
+<tr id="i452" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.BooleanNotExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.BooleanNotExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i437" class="rowColor">
+<tr id="i453" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.BooleanOrExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.BooleanOrExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i438" class="altColor">
+<tr id="i454" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.BuiltinFunctionExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.BuiltinFunctionExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i439" class="rowColor">
+<tr id="i455" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.CommandlineParamExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.CommandlineParamExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i440" class="altColor">
+<tr id="i456" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.CommandlinePositionExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.CommandlinePositionExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i441" class="rowColor">
+<tr id="i457" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ConstDoubleIdExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ConstDoubleIdExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i442" class="altColor">
+<tr id="i458" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ConstFalseExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ConstFalseExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i443" class="rowColor">
+<tr id="i459" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ConstIntIdExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ConstIntIdExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i444" class="altColor">
+<tr id="i460" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ConstStringIdExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ConstStringIdExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i445" class="rowColor">
+<tr id="i461" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ConstTrueExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ConstTrueExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i446" class="altColor">
+<tr id="i462" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.DataIdentifierContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.DataIdentifierContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i447" class="rowColor">
+<tr id="i463" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.DataIdExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.DataIdExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i448" class="altColor">
+<tr id="i464" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.DataTypeContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.DataTypeContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i449" class="rowColor">
+<tr id="i465" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i450" class="altColor">
+<tr id="i466" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ExternalFunctionDefExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ExternalFunctionDefExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i451" class="rowColor">
+<tr id="i467" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ForStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ForStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i452" class="altColor">
+<tr id="i468" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.FunctionCallAssignmentStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.FunctionCallAssignmentStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i453" class="rowColor">
+<tr id="i469" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.FunctionCallMultiAssignmentStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.FunctionCallMultiAssignmentStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i454" class="altColor">
+<tr id="i470" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.FunctionStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.FunctionStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i455" class="rowColor">
+<tr id="i471" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.IfdefAssignmentStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.IfdefAssignmentStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i456" class="altColor">
+<tr id="i472" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.IfStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.IfStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i457" class="rowColor">
+<tr id="i473" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ImportStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ImportStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i458" class="altColor">
+<tr id="i474" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.IndexedExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.IndexedExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i459" class="rowColor">
+<tr id="i475" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.InternalFunctionDefExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.InternalFunctionDefExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i460" class="altColor">
+<tr id="i476" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.IterablePredicateColonExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.IterablePredicateColonExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i461" class="rowColor">
+<tr id="i477" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.IterablePredicateContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.IterablePredicateContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i462" class="altColor">
+<tr id="i478" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.IterablePredicateSeqExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.IterablePredicateSeqExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i463" class="rowColor">
+<tr id="i479" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.MatrixDataTypeCheckContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.MatrixDataTypeCheckContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i464" class="altColor">
+<tr id="i480" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.MatrixMulExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.MatrixMulExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i465" class="rowColor">
+<tr id="i481" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.Ml_typeContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.Ml_typeContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i466" class="altColor">
+<tr id="i482" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ModIntDivExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ModIntDivExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i467" class="rowColor">
+<tr id="i483" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.MultDivExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.MultDivExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i468" class="altColor">
+<tr id="i484" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.MultiIdExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.MultiIdExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i469" class="rowColor">
+<tr id="i485" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ParameterizedExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ParameterizedExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i470" class="altColor">
+<tr id="i486" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ParForStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ParForStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i471" class="rowColor">
+<tr id="i487" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.PathStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.PathStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i472" class="altColor">
+<tr id="i488" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.PowerExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.PowerExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i473" class="rowColor">
+<tr id="i489" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ProgramrootContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ProgramrootContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i474" class="altColor">
+<tr id="i490" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.RelationalExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.RelationalExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i475" class="rowColor">
+<tr id="i491" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.SimpleDataIdentifierExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.SimpleDataIdentifierExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i476" class="altColor">
+<tr id="i492" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.StatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.StatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i477" class="rowColor">
+<tr id="i493" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.StrictParameterizedExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.StrictParameterizedExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i478" class="altColor">
+<tr id="i494" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.StrictParameterizedKeyValueStringContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.StrictParameterizedKeyValueStringContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i479" class="rowColor">
+<tr id="i495" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.TypedArgAssignContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.TypedArgAssignContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i480" class="altColor">
+<tr id="i496" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.TypedArgNoAssignContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.TypedArgNoAssignContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i481" class="rowColor">
+<tr id="i497" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.UnaryExpressionContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.UnaryExpressionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i482" class="altColor">
+<tr id="i498" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.ValueTypeContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.ValueTypeContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i483" class="rowColor">
+<tr id="i499" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlParser.WhileStatementContext.html" title="class in org.apache.sysds.parser.dml">DmlParser.WhileStatementContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i484" class="altColor">
+<tr id="i500" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DMLParserWrapper.html" title="class in org.apache.sysds.parser.dml">DMLParserWrapper</a></td>
<th class="colLast" scope="row">
<div class="block">This is the main entry point for the Antlr4 parser.</div>
</th>
</tr>
-<tr id="i485" class="rowColor">
+<tr id="i501" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlPreprocessor.html" title="class in org.apache.sysds.parser.dml">DmlPreprocessor</a></td>
<th class="colLast" scope="row">
<div class="block">Minimal pre-processing of user function definitions which take precedence over built-in
functions in cases where names conflict.</div>
</th>
</tr>
-<tr id="i486" class="altColor">
+<tr id="i502" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/DMLPrivacyException.html" title="class in org.apache.sysds.runtime.privacy">DMLPrivacyException</a></td>
<th class="colLast" scope="row">
<div class="block">This exception should be thrown to flag DML runtime errors related to the violation of privacy constraints.</div>
</th>
</tr>
-<tr id="i487" class="rowColor">
+<tr id="i503" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/DMLProgram.html" title="class in org.apache.sysds.parser">DMLProgram</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i488" class="altColor">
+<tr id="i504" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/DMLRuntimeException.html" title="class in org.apache.sysds.runtime">DMLRuntimeException</a></td>
<th class="colLast" scope="row">
<div class="block">This exception should be thrown to flag runtime errors -- DML equivalent to java.lang.RuntimeException.</div>
</th>
</tr>
-<tr id="i489" class="rowColor">
+<tr id="i505" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/DMLScript.html" title="class in org.apache.sysds.api">DMLScript</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i490" class="altColor">
+<tr id="i506" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/DMLScriptException.html" title="class in org.apache.sysds.runtime">DMLScriptException</a></td>
<th class="colLast" scope="row">
<div class="block">This exception should be thrown to flag DML Script errors.</div>
</th>
</tr>
-<tr id="i491" class="rowColor">
+<tr id="i507" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlSyntacticValidator.html" title="class in org.apache.sysds.parser.dml">DmlSyntacticValidator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i492" class="altColor">
+<tr id="i508" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/DmlSyntacticValidator.ConvertedDMLSyntax.html" title="class in org.apache.sysds.parser.dml">DmlSyntacticValidator.ConvertedDMLSyntax</a></td>
<th class="colLast" scope="row">
<div class="block">Information about built in functions converted to a common format between
PyDML and DML for the runtime.</div>
</th>
</tr>
-<tr id="i493" class="rowColor">
+<tr id="i509" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/DMLTranslator.html" title="class in org.apache.sysds.parser">DMLTranslator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i494" class="altColor">
+<tr id="i510" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DMVUtils.html" title="class in org.apache.sysds.runtime.util">DMVUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i495" class="rowColor">
+<tr id="i511" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DMVUtils.LEVEL_ENUM.html" title="enum in org.apache.sysds.runtime.util">DMVUtils.LEVEL_ENUM</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i496" class="altColor">
+<tr id="i512" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/DnnCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">DnnCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i497" class="rowColor">
+<tr id="i513" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/DnnGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">DnnGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i498" class="altColor">
+<tr id="i514" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/DnnOp.html" title="class in org.apache.sysds.hops">DnnOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i499" class="rowColor">
+<tr id="i515" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/DnnParameters.html" title="class in org.apache.sysds.runtime.matrix.data">DnnParameters</a></td>
<th class="colLast" scope="row">
<div class="block">This class is container that stores parameters required for executing following operations:
conv2d, conv2d_backward_data, conv2d_backward_filter, maxpooling, maxpooling_backward</div>
</th>
</tr>
-<tr id="i500" class="altColor">
+<tr id="i516" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/DnnSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">DnnSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i501" class="rowColor">
+<tr id="i517" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/DnnTransform.html" title="class in org.apache.sysds.lops">DnnTransform</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i502" class="altColor">
+<tr id="i518" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/DnnUtils.html" title="class in org.apache.sysds.runtime.util">DnnUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i503" class="rowColor">
+<tr id="i519" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/tokenize/DocumentRepresentation.html" title="class in org.apache.sysds.runtime.transform.tokenize">DocumentRepresentation</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i504" class="altColor">
+<tr id="i520" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/DoubleArray.html" title="class in org.apache.sysds.runtime.frame.data.columns">DoubleArray</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i521" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DoubleCountHashMap.html" title="class in org.apache.sysds.runtime.compress.utils">DoubleCountHashMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i505" class="rowColor">
+<tr id="i522" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/DoubleIdentifier.html" title="class in org.apache.sysds.parser">DoubleIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i506" class="altColor">
+<tr id="i523" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DoubleIntListHashMap.html" title="class in org.apache.sysds.runtime.compress.utils">DoubleIntListHashMap</a></td>
<th class="colLast" scope="row">
<div class="block">This class provides a memory-efficient replacement for <code>HashMap<Double,IntArrayList></code> for restricted use cases.</div>
</th>
</tr>
-<tr id="i507" class="rowColor">
+<tr id="i524" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/DoubleIntListHashMap.DIListEntry.html" title="class in org.apache.sysds.runtime.compress.utils">DoubleIntListHashMap.DIListEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i508" class="altColor">
+<tr id="i525" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/DoubleObject.html" title="class in org.apache.sysds.runtime.instructions.cp">DoubleObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i509" class="rowColor">
+<tr id="i526" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/DoublePrecisionCudaSupportFunctions.html" title="class in org.apache.sysds.runtime.matrix.data">DoublePrecisionCudaSupportFunctions</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i510" class="altColor">
+<tr id="i527" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DRLocalScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DRLocalScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Data partitioner Disjoint_Random:
@@ -2506,7 +2585,7 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
i.e., sampling without replacement to ensure disjointness.</div>
</th>
</tr>
-<tr id="i511" class="rowColor">
+<tr id="i528" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DRRLocalScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DRRLocalScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Disjoint_Round_Robin data partitioner:
@@ -2515,13 +2594,13 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
(target=X, margin=rows, select=(seq(1,nrow(X))%%k)==id)</div>
</th>
</tr>
-<tr id="i512" class="altColor">
+<tr id="i529" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DRRSparkScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DRRSparkScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Spark Disjoint_Round_Robin data partitioner:</div>
</th>
</tr>
-<tr id="i513" class="rowColor">
+<tr id="i530" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/DRSparkScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">DRSparkScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Spark data partitioner Disjoint_Random:
@@ -2529,81 +2608,85 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
For the current row block, find all the shifted place for each row (WorkerID => (row block ID, matrix)</div>
</th>
</tr>
-<tr id="i514" class="altColor">
+<tr id="i531" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/EMAUtils.html" title="class in org.apache.sysds.runtime.util">EMAUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i515" class="rowColor">
+<tr id="i532" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/encoding/EmptyEncoding.html" title="class in org.apache.sysds.runtime.compress.estim.encoding">EmptyEncoding</a></td>
<th class="colLast" scope="row">
<div class="block">Empty encoding for cases where the entire group of columns is zero</div>
</th>
</tr>
-<tr id="i516" class="altColor">
+<tr id="i533" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/scheme/EmptyScheme.html" title="class in org.apache.sysds.runtime.compress.colgroup.scheme">EmptyScheme</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i534" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/Encoder.html" title="interface in org.apache.sysds.runtime.transform.encode">Encoder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i517" class="rowColor">
+<tr id="i535" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/EncoderFactory.html" title="class in org.apache.sysds.runtime.transform.encode">EncoderFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i518" class="altColor">
+<tr id="i536" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/EncoderMVImpute.html" title="class in org.apache.sysds.runtime.transform.encode">EncoderMVImpute</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i519" class="rowColor">
+<tr id="i537" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/EncoderMVImpute.MVMethod.html" title="enum in org.apache.sysds.runtime.transform.encode">EncoderMVImpute.MVMethod</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i520" class="altColor">
+<tr id="i538" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/EncoderOmit.html" title="class in org.apache.sysds.runtime.transform.encode">EncoderOmit</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i521" class="rowColor">
+<tr id="i539" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/encoding/EncodingFactory.html" title="interface in org.apache.sysds.runtime.compress.estim.encoding">EncodingFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i522" class="altColor">
+<tr id="i540" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/Encrypted.html" title="class in org.apache.sysds.runtime.instructions.cp">Encrypted</a></td>
<th class="colLast" scope="row">
<div class="block">This class abstracts over an encrypted data.</div>
</th>
</tr>
-<tr id="i523" class="rowColor">
+<tr id="i541" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/utils/EnvironmentHelper.html" title="class in org.apache.sysds.utils">EnvironmentHelper</a></td>
<th class="colLast" scope="row">
<div class="block">This class is useful in setting environment variable for loading MKL library (done by Native Helper)</div>
</th>
</tr>
-<tr id="i524" class="altColor">
+<tr id="i542" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Equals.html" title="class in org.apache.sysds.runtime.functionobjects">Equals</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i525" class="rowColor">
+<tr id="i543" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/EstimationFactors.html" title="class in org.apache.sysds.runtime.compress.estim">EstimationFactors</a></td>
<th class="colLast" scope="row">
<div class="block">Compressed Size Estimation factors.</div>
</th>
</tr>
-<tr id="i526" class="altColor">
+<tr id="i544" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimationUtils.html" title="class in org.apache.sysds.hops.estim">EstimationUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i527" class="rowColor">
+<tr id="i545" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorBasicAvg.html" title="class in org.apache.sysds.hops.estim">EstimatorBasicAvg</a></td>
<th class="colLast" scope="row">
<div class="block">Basic average case estimator for matrix sparsity:
sp = 1 - Math.pow(1-sp1*sp2, k)</div>
</th>
</tr>
-<tr id="i528" class="altColor">
+<tr id="i546" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorBasicWorst.html" title="class in org.apache.sysds.hops.estim">EstimatorBasicWorst</a></td>
<th class="colLast" scope="row">
<div class="block">Basic average case estimator for matrix sparsity:
sp = Math.min(1, sp1 * k) * Math.min(1, sp2 * k).</div>
</th>
</tr>
-<tr id="i529" class="rowColor">
+<tr id="i547" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorBitsetMM.html" title="class in org.apache.sysds.hops.estim">EstimatorBitsetMM</a></td>
<th class="colLast" scope="row">
<div class="block">This estimator implements a naive but rather common approach of boolean matrix
@@ -2611,21 +2694,21 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
also useful for sparse result preallocation.</div>
</th>
</tr>
-<tr id="i530" class="altColor">
+<tr id="i548" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorBitsetMM.BitsetMatrix.html" title="class in org.apache.sysds.hops.estim">EstimatorBitsetMM.BitsetMatrix</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i531" class="rowColor">
+<tr id="i549" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorBitsetMM.BitsetMatrix1.html" title="class in org.apache.sysds.hops.estim">EstimatorBitsetMM.BitsetMatrix1</a></td>
<th class="colLast" scope="row">
<div class="block">This class represents a boolean matrix and provides key operations.</div>
</th>
</tr>
-<tr id="i532" class="altColor">
+<tr id="i550" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorBitsetMM.BitsetMatrix2.html" title="class in org.apache.sysds.hops.estim">EstimatorBitsetMM.BitsetMatrix2</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i533" class="rowColor">
+<tr id="i551" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorDensityMap.html" title="class in org.apache.sysds.hops.estim">EstimatorDensityMap</a></td>
<th class="colLast" scope="row">
<div class="block">This estimator implements an approach called density maps, as introduced in
@@ -2633,11 +2716,11 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
Linear Algebra Expressions with Probabilistic Density Estimation.</div>
</th>
</tr>
-<tr id="i534" class="altColor">
+<tr id="i552" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorDensityMap.DensityMap.html" title="class in org.apache.sysds.hops.estim">EstimatorDensityMap.DensityMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i535" class="rowColor">
+<tr id="i553" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorLayeredGraph.html" title="class in org.apache.sysds.hops.estim">EstimatorLayeredGraph</a></td>
<th class="colLast" scope="row">
<div class="block">This estimator implements an approach based on a so-called layered graph,
@@ -2645,11 +2728,11 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
Edith Cohen.</div>
</th>
</tr>
-<tr id="i536" class="altColor">
+<tr id="i554" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorLayeredGraph.LayeredGraph.html" title="class in org.apache.sysds.hops.estim">EstimatorLayeredGraph.LayeredGraph</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i537" class="rowColor">
+<tr id="i555" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorMatrixHistogram.html" title="class in org.apache.sysds.hops.estim">EstimatorMatrixHistogram</a></td>
<th class="colLast" scope="row">
<div class="block">This estimator implements a remarkably simple yet effective
@@ -2657,18 +2740,18 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
estimation.</div>
</th>
</tr>
-<tr id="i538" class="altColor">
+<tr id="i556" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorMatrixHistogram.MatrixHistogram.html" title="class in org.apache.sysds.hops.estim">EstimatorMatrixHistogram.MatrixHistogram</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i539" class="rowColor">
+<tr id="i557" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorSample.html" title="class in org.apache.sysds.hops.estim">EstimatorSample</a></td>
<th class="colLast" scope="row">
<div class="block">This estimator implements an approach based on row/column sampling
Yongyang Yu, MingJie Tang, Walid G.</div>
</th>
</tr>
-<tr id="i540" class="altColor">
+<tr id="i558" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/EstimatorSampleRa.html" title="class in org.apache.sysds.hops.estim">EstimatorSampleRa</a></td>
<th class="colLast" scope="row">
<div class="block">This estimator implements an approach based on row/column sampling
@@ -2677,178 +2760,178 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
Better Size Estimation for Sparse Matrix Products.</div>
</th>
</tr>
-<tr id="i541" class="rowColor">
+<tr id="i559" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/EvalNaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">EvalNaryCPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Eval built-in function instruction
Note: it supports only single matrix[double] output</div>
</th>
</tr>
-<tr id="i542" class="altColor">
+<tr id="i560" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/EventModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">EventModel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i543" class="rowColor">
+<tr id="i561" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/EventStageModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">EventStageModel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i544" class="altColor">
+<tr id="i562" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/ExecutionConfig.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">ExecutionConfig</a></td>
<th class="colLast" scope="row">
<div class="block">Java Wrapper to specify CUDA execution configuration for launching custom kernels</div>
</th>
</tr>
-<tr id="i545" class="rowColor">
+<tr id="i563" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i546" class="altColor">
+<tr id="i564" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/context/ExecutionContextFactory.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContextFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i547" class="rowColor">
+<tr id="i565" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/ExecutionContextMap.html" title="class in org.apache.sysds.runtime.controlprogram.federated">ExecutionContextMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i548" class="altColor">
+<tr id="i566" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/Explain.html" title="class in org.apache.sysds.utils">Explain</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i549" class="rowColor">
+<tr id="i567" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/utils/Explain.ExplainCounts.html" title="class in org.apache.sysds.utils">Explain.ExplainCounts</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i550" class="altColor">
+<tr id="i568" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/Explain.ExplainType.html" title="enum in org.apache.sysds.utils">Explain.ExplainType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i551" class="rowColor">
+<tr id="i569" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Expression.html" title="class in org.apache.sysds.parser">Expression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i552" class="altColor">
+<tr id="i570" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Expression.BinaryOp.html" title="enum in org.apache.sysds.parser">Expression.BinaryOp</a></td>
<th class="colLast" scope="row">
<div class="block">Binary operators.</div>
</th>
</tr>
-<tr id="i553" class="rowColor">
+<tr id="i571" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Expression.BooleanOp.html" title="enum in org.apache.sysds.parser">Expression.BooleanOp</a></td>
<th class="colLast" scope="row">
<div class="block">Boolean operators.</div>
</th>
</tr>
-<tr id="i554" class="altColor">
+<tr id="i572" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Expression.DataOp.html" title="enum in org.apache.sysds.parser">Expression.DataOp</a></td>
<th class="colLast" scope="row">
<div class="block">Data operators.</div>
</th>
</tr>
-<tr id="i555" class="rowColor">
+<tr id="i573" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Expression.FunctCallOp.html" title="enum in org.apache.sysds.parser">Expression.FunctCallOp</a></td>
<th class="colLast" scope="row">
<div class="block">Function call operators.</div>
</th>
</tr>
-<tr id="i556" class="altColor">
+<tr id="i574" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Expression.RelationalOp.html" title="enum in org.apache.sysds.parser">Expression.RelationalOp</a></td>
<th class="colLast" scope="row">
<div class="block">Relational operators.</div>
</th>
</tr>
-<tr id="i557" class="rowColor">
+<tr id="i575" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/dml/ExpressionInfo.html" title="class in org.apache.sysds.parser.dml">ExpressionInfo</a></td>
<th class="colLast" scope="row">
<div class="block">This class exists solely to prevent compiler warnings.</div>
</th>
</tr>
-<tr id="i558" class="altColor">
+<tr id="i576" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/ExpressionList.html" title="class in org.apache.sysds.parser">ExpressionList</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i559" class="rowColor">
+<tr id="i577" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ExtractBlockForBinaryReblock.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ExtractBlockForBinaryReblock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i560" class="altColor">
+<tr id="i578" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ExtractGroup.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ExtractGroup</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i561" class="rowColor">
+<tr id="i579" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ExtractGroup.ExtractGroupBroadcast.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ExtractGroup.ExtractGroupBroadcast</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i562" class="altColor">
+<tr id="i580" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ExtractGroup.ExtractGroupJoin.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ExtractGroup.ExtractGroupJoin</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i563" class="rowColor">
+<tr id="i581" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/ExtractGroupNWeights.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">ExtractGroupNWeights</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i564" class="altColor">
+<tr id="i582" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/FastBufferedDataInputStream.html" title="class in org.apache.sysds.runtime.util">FastBufferedDataInputStream</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i565" class="rowColor">
+<tr id="i583" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/FastBufferedDataOutputStream.html" title="class in org.apache.sysds.runtime.util">FastBufferedDataOutputStream</a></td>
<th class="colLast" scope="row">
<div class="block">This buffered output stream is essentially a merged version of
BufferedOutputStream and DataOutputStream, wrt SystemDS requirements.</div>
</th>
</tr>
-<tr id="i566" class="altColor">
+<tr id="i584" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/FastStringTokenizer.html" title="class in org.apache.sysds.runtime.iogen">FastStringTokenizer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i567" class="rowColor">
+<tr id="i585" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/FastStringTokenizer.html" title="class in org.apache.sysds.runtime.util">FastStringTokenizer</a></td>
<th class="colLast" scope="row">
<div class="block">This string tokenizer is essentially a simplified StringTokenizer.</div>
</th>
</tr>
-<tr id="i568" class="altColor">
+<tr id="i586" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Federated.html" title="class in org.apache.sysds.lops">Federated</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i569" class="rowColor">
+<tr id="i587" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FederatedCompilationTimer.html" title="class in org.apache.sysds.hops.fedplanner">FederatedCompilationTimer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i570" class="altColor">
+<tr id="i588" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FederatedCompilationTimer.TimeEntry.html" title="class in org.apache.sysds.hops.fedplanner">FederatedCompilationTimer.TimeEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i571" class="rowColor">
+<tr id="i589" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/FederatedCost.html" title="class in org.apache.sysds.hops.cost">FederatedCost</a></td>
<th class="colLast" scope="row">
<div class="block">Class storing execution cost estimates for federated executions with cost estimates split into different categories
such as compute, read, and transfer cost.</div>
</th>
</tr>
-<tr id="i572" class="altColor">
+<tr id="i590" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/FederatedCostEstimator.html" title="class in org.apache.sysds.hops.cost">FederatedCostEstimator</a></td>
<th class="colLast" scope="row">
<div class="block">Cost estimator for federated executions with methods and constants for going through DML programs to estimate costs.</div>
</th>
</tr>
-<tr id="i573" class="rowColor">
+<tr id="i591" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedData.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedData</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i574" class="altColor">
+<tr id="i592" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedData.FederatedRequestEncoder.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedData.FederatedRequestEncoder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i575" class="rowColor">
+<tr id="i593" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/FederatedDataPartitioner.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">FederatedDataPartitioner</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i576" class="altColor">
+<tr id="i594" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedLocalData.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedLocalData</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i577" class="rowColor">
+<tr id="i595" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedLookupTable.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedLookupTable</a></td>
<th class="colLast" scope="row">
<div class="block">Lookup table mapping from a FedUniqueCoordID (funCID) to an
@@ -2856,19 +2939,19 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
variables with its own local sequential variable IDs.</div>
</th>
</tr>
-<tr id="i578" class="altColor">
+<tr id="i596" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/FederatedMonitoringServer.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring">FederatedMonitoringServer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i579" class="rowColor">
+<tr id="i597" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/FederatedMonitoringServerHandler.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring">FederatedMonitoringServerHandler</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i580" class="altColor">
+<tr id="i598" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FederatedPlannerCostbased.html" title="class in org.apache.sysds.hops.fedplanner">FederatedPlannerCostbased</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i581" class="rowColor">
+<tr id="i599" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FederatedPlannerFedAll.html" title="class in org.apache.sysds.hops.fedplanner">FederatedPlannerFedAll</a></td>
<th class="colLast" scope="row">
<div class="block">Baseline federated planner that compiles all hops
@@ -2876,257 +2959,257 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
forced federated operations.</div>
</th>
</tr>
-<tr id="i582" class="altColor">
+<tr id="i600" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FederatedPlannerFedHeuristic.html" title="class in org.apache.sysds.hops.fedplanner">FederatedPlannerFedHeuristic</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i583" class="rowColor">
+<tr id="i601" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FederatedPlannerUtils.html" title="class in org.apache.sysds.hops.fedplanner">FederatedPlannerUtils</a></td>
<th class="colLast" scope="row">
<div class="block">Utility class for federated planners.</div>
</th>
</tr>
-<tr id="i584" class="altColor">
+<tr id="i602" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/FederatedPSControlThread.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">FederatedPSControlThread</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i585" class="rowColor">
+<tr id="i603" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedRange.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedRange</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i586" class="altColor">
+<tr id="i604" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedReadCache.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedReadCache</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i587" class="rowColor">
+<tr id="i605" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedReadCache.ReadCacheEntry.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedReadCache.ReadCacheEntry</a></td>
<th class="colLast" scope="row">
<div class="block">Class representing an entry of the federated read cache.</div>
</th>
</tr>
-<tr id="i588" class="altColor">
+<tr id="i606" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedRequest.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedRequest</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i589" class="rowColor">
+<tr id="i607" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedRequest.RequestType.html" title="enum in org.apache.sysds.runtime.controlprogram.federated">FederatedRequest.RequestType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i590" class="altColor">
+<tr id="i608" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedResponse</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i591" class="rowColor">
+<tr id="i609" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.ResponseType.html" title="enum in org.apache.sysds.runtime.controlprogram.federated">FederatedResponse.ResponseType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i592" class="altColor">
+<tr id="i610" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedStatistics.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedStatistics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i593" class="rowColor">
+<tr id="i611" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedStatistics.FedStatsCollectFunction.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedStatistics.FedStatsCollectFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i594" class="altColor">
+<tr id="i612" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedStatistics.FedStatsCollection.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedStatistics.FedStatsCollection</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i595" class="rowColor">
+<tr id="i613" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedUDF.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedUDF</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i596" class="altColor">
+<tr id="i614" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedWorker.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedWorker</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i597" class="rowColor">
+<tr id="i615" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedWorker.FederatedResponseEncoder.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedWorker.FederatedResponseEncoder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i598" class="altColor">
+<tr id="i616" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedWorkerHandler</a></td>
<th class="colLast" scope="row">
<div class="block">Note: federated worker handler created for every command; and concurrent parfor threads at coordinator need separate
execution contexts at the federated sites too</div>
</th>
</tr>
-<tr id="i599" class="rowColor">
+<tr id="i617" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandlerException.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedWorkerHandlerException</a></td>
<th class="colLast" scope="row">
<div class="block">Exception to throw when an exception occurs in FederatedWorkerHandler during handling of FederatedRequest.</div>
</th>
</tr>
-<tr id="i600" class="altColor">
+<tr id="i618" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederatedWorkloadAnalyzer.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederatedWorkloadAnalyzer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i601" class="rowColor">
+<tr id="i619" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederationMap.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederationMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i602" class="altColor">
+<tr id="i620" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/FederationUtils.html" title="class in org.apache.sysds.runtime.controlprogram.federated">FederationUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i603" class="rowColor">
+<tr id="i621" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/FEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">FEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i604" class="altColor">
+<tr id="i622" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/FEDInstruction.FederatedOutput.html" title="enum in org.apache.sysds.runtime.instructions.fed">FEDInstruction.FederatedOutput</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i605" class="rowColor">
+<tr id="i623" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/FEDInstruction.FEDType.html" title="enum in org.apache.sysds.runtime.instructions.fed">FEDInstruction.FEDType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i606" class="altColor">
+<tr id="i624" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/FEDInstructionParser.html" title="class in org.apache.sysds.runtime.instructions">FEDInstructionParser</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i607" class="rowColor">
+<tr id="i625" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/FEDInstructionUtils.html" title="class in org.apache.sysds.runtime.instructions.fed">FEDInstructionUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i608" class="altColor">
+<tr id="i626" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatProperties.html" title="class in org.apache.sysds.runtime.io">FileFormatProperties</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i609" class="rowColor">
+<tr id="i627" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesCSV.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesCSV</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i610" class="altColor">
+<tr id="i628" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesHDF5.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesHDF5</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i611" class="rowColor">
+<tr id="i629" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesLIBSVM.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesLIBSVM</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i612" class="altColor">
+<tr id="i630" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesMM.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesMM</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i613" class="rowColor">
+<tr id="i631" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesMM.MMField.html" title="enum in org.apache.sysds.runtime.io">FileFormatPropertiesMM.MMField</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i614" class="altColor">
+<tr id="i632" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesMM.MMFormat.html" title="enum in org.apache.sysds.runtime.io">FileFormatPropertiesMM.MMFormat</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i615" class="rowColor">
+<tr id="i633" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FileFormatPropertiesMM.MMSymmetry.html" title="enum in org.apache.sysds.runtime.io">FileFormatPropertiesMM.MMSymmetry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i616" class="altColor">
+<tr id="i634" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/FilterDiagMatrixBlocksFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">FilterDiagMatrixBlocksFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i617" class="rowColor">
+<tr id="i635" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/FilterNonEmptyBlocksFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">FilterNonEmptyBlocksFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i618" class="altColor">
+<tr id="i636" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/FilterNonEmptyBlocksFunction2.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">FilterNonEmptyBlocksFunction2</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i619" class="rowColor">
+<tr id="i637" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/finegrained/FineGrainedPrivacy.html" title="interface in org.apache.sysds.runtime.privacy.finegrained">FineGrainedPrivacy</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i620" class="altColor">
+<tr id="i638" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/finegrained/FineGrainedPrivacyList.html" title="class in org.apache.sysds.runtime.privacy.finegrained">FineGrainedPrivacyList</a></td>
<th class="colLast" scope="row">
<div class="block">Simple implementation of retrieving fine-grained privacy constraints
based on pairs in an ArrayList.</div>
</th>
</tr>
-<tr id="i621" class="rowColor">
+<tr id="i639" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/finegrained/FineGrainedPrivacyMap.html" title="class in org.apache.sysds.runtime.privacy.finegrained">FineGrainedPrivacyMap</a></td>
<th class="colLast" scope="row">
<div class="block">Simple implementation of retrieving fine-grained privacy constraints based on
iterating a LinkedHashMap.</div>
</th>
</tr>
-<tr id="i622" class="altColor">
+<tr id="i640" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/FloatArray.html" title="class in org.apache.sysds.runtime.frame.data.columns">FloatArray</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i641" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/ForProgramBlock.html" title="class in org.apache.sysds.runtime.controlprogram">ForProgramBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i623" class="rowColor">
+<tr id="i642" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/ForStatement.html" title="class in org.apache.sysds.parser">ForStatement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i624" class="altColor">
+<tr id="i643" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/ForStatementBlock.html" title="class in org.apache.sysds.parser">ForStatementBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i625" class="rowColor">
+<tr id="i644" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/Frame.html" title="class in org.apache.sysds.api.mlcontext">Frame</a></td>
<th class="colLast" scope="row">
<div class="block">Frame encapsulates a SystemDS frame.</div>
</th>
</tr>
-<tr id="i626" class="altColor">
+<tr id="i645" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/FrameAppendCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">FrameAppendCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i627" class="rowColor">
+<tr id="i646" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/FrameAppendMSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">FrameAppendMSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i628" class="altColor">
+<tr id="i647" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/FrameAppendRSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">FrameAppendRSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i629" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/FrameBlock.html" title="class in org.apache.sysds.runtime.matrix.data">FrameBlock</a></td>
-<th class="colLast" scope="row"> </th>
-</tr>
-<tr id="i630" class="altColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/FrameBlock.ColumnMetadata.html" title="class in org.apache.sysds.runtime.matrix.data">FrameBlock.ColumnMetadata</a></td>
+<tr id="i648" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/FrameBlock.html" title="class in org.apache.sysds.runtime.frame.data">FrameBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i631" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/FrameBlock.FrameMapFunction.html" title="class in org.apache.sysds.runtime.matrix.data">FrameBlock.FrameMapFunction</a></td>
+<tr id="i649" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/FrameBlock.FrameMapFunction.html" title="class in org.apache.sysds.runtime.frame.data">FrameBlock.FrameMapFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i632" class="altColor">
+<tr id="i650" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/FrameFormat.html" title="enum in org.apache.sysds.api.mlcontext">FrameFormat</a></td>
<th class="colLast" scope="row">
<div class="block">FrameFormat represents the different frame formats supported by the MLContext
API.</div>
</th>
</tr>
-<tr id="i633" class="rowColor">
+<tr id="i651" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/FrameGenerateReader.html" title="class in org.apache.sysds.runtime.iogen">FrameGenerateReader</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i634" class="altColor">
+<tr id="i652" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/FrameGenerateReader.FrameReaderRowIrregular.html" title="class in org.apache.sysds.runtime.iogen">FrameGenerateReader.FrameReaderRowIrregular</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i635" class="rowColor">
+<tr id="i653" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/FrameGenerateReader.FrameReaderRowRegularColIrregular.html" title="class in org.apache.sysds.runtime.iogen">FrameGenerateReader.FrameReaderRowRegularColIrregular</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i636" class="altColor">
+<tr id="i654" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/FrameGenerateReader.FrameReaderRowRegularColRegular.html" title="class in org.apache.sysds.runtime.iogen">FrameGenerateReader.FrameReaderRowRegularColRegular</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i637" class="rowColor">
+<tr id="i655" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/FrameIndexingCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">FrameIndexingCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i638" class="altColor">
+<tr id="i656" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/FrameIndexingSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">FrameIndexingSPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">This class implements the frame indexing functionality inside Spark.</div>
</th>
</tr>
-<tr id="i639" class="rowColor">
+<tr id="i657" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/FrameMetadata.html" title="class in org.apache.sysds.api.mlcontext">FrameMetadata</a></td>
<th class="colLast" scope="row">
<div class="block">Frame metadata, such as the number of rows, the number of columns, the number
@@ -3134,201 +3217,205 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
per block in the frame.</div>
</th>
</tr>
-<tr id="i640" class="altColor">
+<tr id="i658" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/FrameObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">FrameObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i641" class="rowColor">
+<tr id="i659" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/utils/FrameRDDAggregateUtils.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">FrameRDDAggregateUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i642" class="altColor">
+<tr id="i660" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">FrameRDDConverterUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i643" class="rowColor">
+<tr id="i661" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.LongFrameToLongWritableFrameFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">FrameRDDConverterUtils.LongFrameToLongWritableFrameFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i644" class="altColor">
+<tr id="i662" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.LongWritableFrameToLongFrameFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">FrameRDDConverterUtils.LongWritableFrameToLongFrameFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i645" class="rowColor">
+<tr id="i663" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.LongWritableTextToLongTextFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">FrameRDDConverterUtils.LongWritableTextToLongTextFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i646" class="altColor">
+<tr id="i664" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.LongWritableToSerFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">FrameRDDConverterUtils.LongWritableToSerFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i647" class="rowColor">
+<tr id="i665" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReader.html" title="class in org.apache.sysds.runtime.io">FrameReader</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all format-specific frame readers.</div>
</th>
</tr>
-<tr id="i648" class="altColor">
+<tr id="i666" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderBinaryBlock.html" title="class in org.apache.sysds.runtime.io">FrameReaderBinaryBlock</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame binary block reader.</div>
</th>
</tr>
-<tr id="i649" class="rowColor">
+<tr id="i667" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderBinaryBlockParallel.html" title="class in org.apache.sysds.runtime.io">FrameReaderBinaryBlockParallel</a></td>
<th class="colLast" scope="row">
<div class="block">Multi-threaded frame binary block reader.</div>
</th>
</tr>
-<tr id="i650" class="altColor">
+<tr id="i668" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderFactory.html" title="class in org.apache.sysds.runtime.io">FrameReaderFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i651" class="rowColor">
+<tr id="i669" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderJSONL.html" title="class in org.apache.sysds.runtime.io">FrameReaderJSONL</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i652" class="altColor">
+<tr id="i670" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderJSONLParallel.html" title="class in org.apache.sysds.runtime.io">FrameReaderJSONLParallel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i653" class="rowColor">
+<tr id="i671" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderProto.html" title="class in org.apache.sysds.runtime.io">FrameReaderProto</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i654" class="altColor">
+<tr id="i672" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderTextCell.html" title="class in org.apache.sysds.runtime.io">FrameReaderTextCell</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame textcell reader.</div>
</th>
</tr>
-<tr id="i655" class="rowColor">
+<tr id="i673" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderTextCellParallel.html" title="class in org.apache.sysds.runtime.io">FrameReaderTextCellParallel</a></td>
<th class="colLast" scope="row">
<div class="block">Multi-threaded frame textcell reader.</div>
</th>
</tr>
-<tr id="i656" class="altColor">
+<tr id="i674" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderTextCSV.html" title="class in org.apache.sysds.runtime.io">FrameReaderTextCSV</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame text csv reader.</div>
</th>
</tr>
-<tr id="i657" class="rowColor">
+<tr id="i675" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameReaderTextCSVParallel.html" title="class in org.apache.sysds.runtime.io">FrameReaderTextCSVParallel</a></td>
<th class="colLast" scope="row">
<div class="block">Multi-threaded frame text csv reader.</div>
</th>
</tr>
-<tr id="i658" class="altColor">
+<tr id="i676" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/FrameReblockBuffer.html" title="class in org.apache.sysds.runtime.instructions.spark.data">FrameReblockBuffer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i659" class="rowColor">
+<tr id="i677" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/FrameSchema.html" title="class in org.apache.sysds.api.mlcontext">FrameSchema</a></td>
<th class="colLast" scope="row">
<div class="block">The frame schema, stored as a list of <code>ValueType</code> values.</div>
</th>
</tr>
-<tr id="i660" class="altColor">
+<tr id="i678" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/FrameUtil.html" title="interface in org.apache.sysds.runtime.frame.data">FrameUtil</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i679" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriter.html" title="class in org.apache.sysds.runtime.io">FrameWriter</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all format-specific frame writers.</div>
</th>
</tr>
-<tr id="i661" class="rowColor">
+<tr id="i680" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterBinaryBlock.html" title="class in org.apache.sysds.runtime.io">FrameWriterBinaryBlock</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame binary block writer.</div>
</th>
</tr>
-<tr id="i662" class="altColor">
+<tr id="i681" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterBinaryBlockParallel.html" title="class in org.apache.sysds.runtime.io">FrameWriterBinaryBlockParallel</a></td>
<th class="colLast" scope="row">
<div class="block">Multi-threaded frame binary block writer.</div>
</th>
</tr>
-<tr id="i663" class="rowColor">
+<tr id="i682" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterFactory.html" title="class in org.apache.sysds.runtime.io">FrameWriterFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i664" class="altColor">
+<tr id="i683" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterJSONL.html" title="class in org.apache.sysds.runtime.io">FrameWriterJSONL</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i665" class="rowColor">
+<tr id="i684" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterJSONLParallel.html" title="class in org.apache.sysds.runtime.io">FrameWriterJSONLParallel</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i666" class="altColor">
+<tr id="i685" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterProto.html" title="class in org.apache.sysds.runtime.io">FrameWriterProto</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i667" class="rowColor">
+<tr id="i686" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterTextCell.html" title="class in org.apache.sysds.runtime.io">FrameWriterTextCell</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame text cell writer.</div>
</th>
</tr>
-<tr id="i668" class="altColor">
+<tr id="i687" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterTextCellParallel.html" title="class in org.apache.sysds.runtime.io">FrameWriterTextCellParallel</a></td>
<th class="colLast" scope="row">
<div class="block">Multi-threaded frame text cell writer.</div>
</th>
</tr>
-<tr id="i669" class="rowColor">
+<tr id="i688" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterTextCSV.html" title="class in org.apache.sysds.runtime.io">FrameWriterTextCSV</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame text csv writer.</div>
</th>
</tr>
-<tr id="i670" class="altColor">
+<tr id="i689" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/FrameWriterTextCSVParallel.html" title="class in org.apache.sysds.runtime.io">FrameWriterTextCSVParallel</a></td>
<th class="colLast" scope="row">
<div class="block">Single-threaded frame text csv writer.</div>
</th>
</tr>
-<tr id="i671" class="rowColor">
+<tr id="i690" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FTypes.html" title="class in org.apache.sysds.hops.fedplanner">FTypes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i672" class="altColor">
+<tr id="i691" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FTypes.AlignType.html" title="enum in org.apache.sysds.hops.fedplanner">FTypes.AlignType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i673" class="rowColor">
+<tr id="i692" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FTypes.FederatedPlanner.html" title="enum in org.apache.sysds.hops.fedplanner">FTypes.FederatedPlanner</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i674" class="altColor">
+<tr id="i693" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FTypes.FPartitioning.html" title="enum in org.apache.sysds.hops.fedplanner">FTypes.FPartitioning</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i675" class="rowColor">
+<tr id="i694" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FTypes.FReplication.html" title="enum in org.apache.sysds.hops.fedplanner">FTypes.FReplication</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i676" class="altColor">
+<tr id="i695" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/FTypes.FType.html" title="enum in org.apache.sysds.hops.fedplanner">FTypes.FType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i677" class="rowColor">
+<tr id="i696" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/FunctionCallCP.html" title="class in org.apache.sysds.lops">FunctionCallCP</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i678" class="altColor">
+<tr id="i697" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/FunctionCallCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">FunctionCallCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i679" class="rowColor">
+<tr id="i698" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/FunctionCallGraph.html" title="class in org.apache.sysds.hops.ipa">FunctionCallGraph</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i680" class="altColor">
+<tr id="i699" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/FunctionCallIdentifier.html" title="class in org.apache.sysds.parser">FunctionCallIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i681" class="rowColor">
+<tr id="i700" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/FunctionCallSizeInfo.html" title="class in org.apache.sysds.hops.ipa">FunctionCallSizeInfo</a></td>
<th class="colLast" scope="row">
<div class="block">Auxiliary data structure to hold function call summaries in terms
@@ -3336,472 +3423,486 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
consistent sparsity, and dimension-preserving functions.</div>
</th>
</tr>
-<tr id="i682" class="altColor">
+<tr id="i701" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/FunctionDictionary.html" title="class in org.apache.sysds.parser">FunctionDictionary</a><<a href="org/apache/sysds/parser/FunctionDictionary.html" title="type parameter in FunctionDictionary">T</a> extends <a href="org/apache/sysds/common/Types.FunctionBlock.html" title="interface in org.apache.sysds.common">Types.FunctionBlock</a>></td>
<th class="colLast" scope="row">
<div class="block">Dictionary of all functions of a namespace, represented as a simple
key-value map of function names and function statement blocks.</div>
</th>
</tr>
-<tr id="i683" class="rowColor">
+<tr id="i702" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/FunctionObject.html" title="class in org.apache.sysds.runtime.functionobjects">FunctionObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i684" class="altColor">
+<tr id="i703" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/FunctionOp.html" title="class in org.apache.sysds.hops">FunctionOp</a></td>
<th class="colLast" scope="row">
<div class="block">This FunctionOp represents the call to a DML-bodied or external function.</div>
</th>
</tr>
-<tr id="i685" class="rowColor">
+<tr id="i704" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/FunctionOp.FunctionType.html" title="enum in org.apache.sysds.hops">FunctionOp.FunctionType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i686" class="altColor">
+<tr id="i705" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/FunctionProgramBlock.html" title="class in org.apache.sysds.runtime.controlprogram">FunctionProgramBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i687" class="rowColor">
+<tr id="i706" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/FunctionStatement.html" title="class in org.apache.sysds.parser">FunctionStatement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i688" class="altColor">
+<tr id="i707" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/FunctionStatementBlock.html" title="class in org.apache.sysds.parser">FunctionStatementBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i689" class="rowColor">
+<tr id="i708" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/GenerateReader.html" title="class in org.apache.sysds.runtime.iogen">GenerateReader</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i690" class="altColor">
+<tr id="i709" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/GenerateReader.GenerateReaderFrame.html" title="class in org.apache.sysds.runtime.iogen">GenerateReader.GenerateReaderFrame</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i691" class="rowColor">
+<tr id="i710" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/GenerateReader.GenerateReaderMatrix.html" title="class in org.apache.sysds.runtime.iogen">GenerateReader.GenerateReaderMatrix</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i692" class="altColor">
+<tr id="i711" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/GetMIMBFromRow.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">GetMIMBFromRow</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i693" class="rowColor">
+<tr id="i712" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUContext.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a></td>
<th class="colLast" scope="row">
<div class="block">Represents a context per GPU accessible through the same JVM.</div>
</th>
</tr>
-<tr id="i694" class="altColor">
+<tr id="i713" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUContextPool.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUContextPool</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i695" class="rowColor">
+<tr id="i714" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/GPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">GPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i696" class="altColor">
+<tr id="i715" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/GPUInstruction.GPUINSTRUCTION_TYPE.html" title="enum in org.apache.sysds.runtime.instructions.gpu">GPUInstruction.GPUINSTRUCTION_TYPE</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i697" class="rowColor">
+<tr id="i716" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/GPUInstructionParser.html" title="class in org.apache.sysds.runtime.instructions">GPUInstructionParser</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i698" class="altColor">
+<tr id="i717" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPULazyCudaFreeMemoryManager.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPULazyCudaFreeMemoryManager</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i699" class="rowColor">
+<tr id="i718" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUMatrixMemoryManager.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUMatrixMemoryManager</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i700" class="altColor">
+<tr id="i719" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUMemoryAllocator.html" title="interface in org.apache.sysds.runtime.instructions.gpu.context">GPUMemoryAllocator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i701" class="rowColor">
+<tr id="i720" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUMemoryEviction.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUMemoryEviction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i702" class="altColor">
+<tr id="i721" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUMemoryManager.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUMemoryManager</a></td>
<th class="colLast" scope="row">
<div class="block">- All cudaFree and cudaMalloc in SystemDS should go through this class to avoid OOM or incorrect results.</div>
</th>
</tr>
-<tr id="i703" class="rowColor">
+<tr id="i722" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUMemoryManager.EvictionPolicyBasedComparator.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUMemoryManager.EvictionPolicyBasedComparator</a></td>
<th class="colLast" scope="row">
<div class="block">Class that governs the eviction policy</div>
</th>
</tr>
-<tr id="i704" class="altColor">
+<tr id="i723" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/GPUObject.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">GPUObject</a></td>
<th class="colLast" scope="row">
<div class="block">Handle to a matrix block on the GPU</div>
</th>
</tr>
-<tr id="i705" class="rowColor">
+<tr id="i724" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/GPUStatistics.html" title="class in org.apache.sysds.utils">GPUStatistics</a></td>
<th class="colLast" scope="row">
<div class="block">Measures performance numbers when GPU mode is enabled
Printed as part of <a href="org/apache/sysds/utils/Statistics.html" title="class in org.apache.sysds.utils"><code>Statistics</code></a>.</div>
</th>
</tr>
-<tr id="i706" class="altColor">
+<tr id="i725" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/GreaterThan.html" title="class in org.apache.sysds.runtime.functionobjects">GreaterThan</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i707" class="rowColor">
+<tr id="i726" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/GreaterThanEquals.html" title="class in org.apache.sysds.runtime.functionobjects">GreaterThanEquals</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i708" class="altColor">
+<tr id="i727" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/GroupedAggregate.html" title="class in org.apache.sysds.lops">GroupedAggregate</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform grouped aggregates</div>
</th>
</tr>
-<tr id="i709" class="rowColor">
+<tr id="i728" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/GroupedAggregateM.html" title="class in org.apache.sysds.lops">GroupedAggregateM</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform mr map-side grouped aggregates
(restriction: sum, w/o weights, ngroups), groups broadcasted</div>
</th>
</tr>
-<tr id="i710" class="altColor">
+<tr id="i729" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/GroupedAggregateM.CacheType.html" title="enum in org.apache.sysds.lops">GroupedAggregateM.CacheType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i711" class="rowColor">
+<tr id="i730" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5.html" title="class in org.apache.sysds.runtime.io.hdf5">H5</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i712" class="altColor">
+<tr id="i731" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5BTree.html" title="class in org.apache.sysds.runtime.io.hdf5">H5BTree</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i713" class="rowColor">
+<tr id="i732" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5BufferBuilder.html" title="class in org.apache.sysds.runtime.io.hdf5">H5BufferBuilder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i714" class="altColor">
+<tr id="i733" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5Constants.html" title="class in org.apache.sysds.runtime.io.hdf5">H5Constants</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i715" class="rowColor">
+<tr id="i734" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5ContiguousDataset.html" title="class in org.apache.sysds.runtime.io.hdf5">H5ContiguousDataset</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i716" class="altColor">
+<tr id="i735" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5DataLayoutMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5DataLayoutMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i717" class="rowColor">
+<tr id="i736" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5DataSpaceMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5DataSpaceMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i718" class="altColor">
+<tr id="i737" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5DataTypeMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5DataTypeMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i719" class="rowColor">
+<tr id="i738" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5DoubleDataType.html" title="class in org.apache.sysds.runtime.io.hdf5">H5DoubleDataType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i720" class="altColor">
+<tr id="i739" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5FillValueMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5FillValueMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i721" class="rowColor">
+<tr id="i740" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5GroupSymbolTableNode.html" title="class in org.apache.sysds.runtime.io.hdf5">H5GroupSymbolTableNode</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i722" class="altColor">
+<tr id="i741" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5LocalHeap.html" title="class in org.apache.sysds.runtime.io.hdf5">H5LocalHeap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i723" class="rowColor">
+<tr id="i742" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5Message.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5Message</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i724" class="altColor">
+<tr id="i743" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5NilMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5NilMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i725" class="rowColor">
+<tr id="i744" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5ObjectHeader.html" title="class in org.apache.sysds.runtime.io.hdf5">H5ObjectHeader</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i726" class="altColor">
+<tr id="i745" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5ObjectModificationTimeMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5ObjectModificationTimeMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i727" class="rowColor">
+<tr id="i746" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5RootObject.html" title="class in org.apache.sysds.runtime.io.hdf5">H5RootObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i728" class="altColor">
+<tr id="i747" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5RuntimeException.html" title="class in org.apache.sysds.runtime.io.hdf5">H5RuntimeException</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i729" class="rowColor">
+<tr id="i748" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5Superblock.html" title="class in org.apache.sysds.runtime.io.hdf5">H5Superblock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i730" class="altColor">
+<tr id="i749" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/H5SymbolTableEntry.html" title="class in org.apache.sysds.runtime.io.hdf5">H5SymbolTableEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i731" class="rowColor">
+<tr id="i750" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/hdf5/message/H5SymbolTableMessage.html" title="class in org.apache.sysds.runtime.io.hdf5.message">H5SymbolTableMessage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i732" class="altColor">
+<tr id="i751" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/utils/Hash.html" title="class in org.apache.sysds.utils">Hash</a></td>
<th class="colLast" scope="row">
<div class="block">A class containing different hashing functions.</div>
</th>
</tr>
-<tr id="i733" class="rowColor">
+<tr id="i752" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/Hash.HashType.html" title="enum in org.apache.sysds.utils">Hash.HashType</a></td>
<th class="colLast" scope="row">
<div class="block">Available Hashing techniques</div>
</th>
</tr>
-<tr id="i734" class="altColor">
+<tr id="i753" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/sample/HassAndStokes.html" title="interface in org.apache.sysds.runtime.compress.estim.sample">HassAndStokes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i735" class="rowColor">
+<tr id="i754" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/sample/HassAndStokes.MethodOfMomentsFunction.html" title="class in org.apache.sysds.runtime.compress.estim.sample">HassAndStokes.MethodOfMomentsFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i736" class="altColor">
+<tr id="i755" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/HDFSTool.html" title="class in org.apache.sysds.runtime.util">HDFSTool</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i737" class="rowColor">
+<tr id="i756" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/models/HeavyHitterModel.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.models">HeavyHitterModel</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i757" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/HEParamServer.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">HEParamServer</a></td>
<th class="colLast" scope="row">
<div class="block">This class implements Homomorphic Encryption (HE) for LocalParamServer.</div>
</th>
</tr>
-<tr id="i738" class="altColor">
+<tr id="i758" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/Hop.html" title="class in org.apache.sysds.hops">Hop</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i739" class="rowColor">
+<tr id="i759" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/rewrite/HopDagValidator.html" title="class in org.apache.sysds.hops.rewrite">HopDagValidator</a></td>
<th class="colLast" scope="row">
<div class="block">This class allows to check hop dags for validity, e.g., parent-child linking.</div>
</th>
</tr>
-<tr id="i740" class="altColor">
+<tr id="i760" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/cost/HopRel.html" title="class in org.apache.sysds.hops.cost">HopRel</a></td>
<th class="colLast" scope="row">
<div class="block">HopRel provides a representation of the relation between a hop, the cost of setting a given FederatedOutput value,
and the input dependency with the given FederatedOutput value.</div>
</th>
</tr>
-<tr id="i741" class="rowColor">
+<tr id="i761" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/rewrite/HopRewriteRule.html" title="class in org.apache.sysds.hops.rewrite">HopRewriteRule</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all hop rewrites in order to enable generic
application of all rules.</div>
</th>
</tr>
-<tr id="i742" class="altColor">
+<tr id="i762" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/rewrite/HopRewriteUtils.html" title="class in org.apache.sysds.hops.rewrite">HopRewriteUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i743" class="rowColor">
+<tr id="i763" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/HopsException.html" title="class in org.apache.sysds.hops">HopsException</a></td>
<th class="colLast" scope="row">
<div class="block">Exception occurring in the HOP level.</div>
</th>
</tr>
-<tr id="i744" class="altColor">
+<tr id="i764" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/HybridCostEstimator.html" title="class in org.apache.sysds.runtime.compress.cost">HybridCostEstimator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i745" class="rowColor">
+<tr id="i765" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/scheme/ICLAScheme.html" title="interface in org.apache.sysds.runtime.compress.colgroup.scheme">ICLAScheme</a></td>
+<th class="colLast" scope="row">
+<div class="block">Abstract class for a scheme instance.</div>
+</th>
+</tr>
+<tr id="i766" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/controllers/IController.html" title="interface in org.apache.sysds.runtime.controlprogram.federated.monitoring.controllers">IController</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i746" class="altColor">
+<tr id="i767" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/Identifier.html" title="class in org.apache.sysds.parser">Identifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i747" class="rowColor">
+<tr id="i768" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/util/IDHandler.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.util">IDHandler</a></td>
<th class="colLast" scope="row">
<div class="block">Functionalities for extracting numeric IDs from Hadoop taskIDs and other
things related to modification of IDs.</div>
</th>
</tr>
-<tr id="i748" class="altColor">
+<tr id="i769" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/util/IDSequence.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.util">IDSequence</a></td>
<th class="colLast" scope="row">
<div class="block">ID sequence for generating unique long identifiers with start 0 and increment 1.</div>
</th>
</tr>
-<tr id="i749" class="rowColor">
+<tr id="i770" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/estim/encoding/IEncode.html" title="interface in org.apache.sysds.runtime.compress.estim.encoding">IEncode</a></td>
<th class="colLast" scope="row">
<div class="block">This interface covers an intermediate encoding for the samples to improve the efficiency of the joining of sample
column groups.</div>
</th>
</tr>
-<tr id="i750" class="altColor">
+<tr id="i771" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/IfElse.html" title="class in org.apache.sysds.runtime.functionobjects">IfElse</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i751" class="rowColor">
+<tr id="i772" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/IfProgramBlock.html" title="class in org.apache.sysds.runtime.controlprogram">IfProgramBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i752" class="altColor">
+<tr id="i773" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/IfStatement.html" title="class in org.apache.sysds.parser">IfStatement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i753" class="rowColor">
+<tr id="i774" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/IfStatementBlock.html" title="class in org.apache.sysds.parser">IfStatementBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i754" class="altColor">
+<tr id="i775" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/IJV.html" title="class in org.apache.sysds.runtime.matrix.data">IJV</a></td>
<th class="colLast" scope="row">
<div class="block">Helper class for external key/value exchange.</div>
</th>
</tr>
-<tr id="i755" class="rowColor">
+<tr id="i776" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/compile/linearization/ILinearize.html" title="interface in org.apache.sysds.lops.compile.linearization">ILinearize</a></td>
<th class="colLast" scope="row">
<div class="block">A interface for the linearization algorithms that order the DAG nodes into a sequence of instructions to execute.</div>
</th>
</tr>
-<tr id="i756" class="altColor">
+<tr id="i777" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/compile/linearization/ILinearize.DagLinearization.html" title="enum in org.apache.sysds.lops.compile.linearization">ILinearize.DagLinearization</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i757" class="rowColor">
+<tr id="i778" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/ImportStatement.html" title="class in org.apache.sysds.parser">ImportStatement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i758" class="altColor">
+<tr id="i779" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/IndexedIdentifier.html" title="class in org.apache.sysds.parser">IndexedIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i759" class="rowColor">
+<tr id="i780" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/IndexedMatrixValue.html" title="class in org.apache.sysds.runtime.instructions.spark.data">IndexedMatrixValue</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i760" class="altColor">
+<tr id="i781" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/IndexedTensorBlock.html" title="class in org.apache.sysds.runtime.data">IndexedTensorBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i761" class="rowColor">
+<tr id="i782" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/IndexFunction.html" title="class in org.apache.sysds.runtime.functionobjects">IndexFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i762" class="altColor">
+<tr id="i783" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/IndexingCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">IndexingCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i763" class="rowColor">
+<tr id="i784" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/IndexingFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">IndexingFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i764" class="altColor">
+<tr id="i785" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/IndexingOp.html" title="class in org.apache.sysds.hops">IndexingOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i765" class="rowColor">
+<tr id="i786" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/IndexingSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">IndexingSPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">This class implements the matrix indexing functionality inside Spark.</div>
</th>
</tr>
-<tr id="i766" class="altColor">
+<tr id="i787" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/IndexRange.html" title="class in org.apache.sysds.runtime.util">IndexRange</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i767" class="rowColor">
+<tr id="i788" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/stat/InfrastructureAnalyzer.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.stat">InfrastructureAnalyzer</a></td>
<th class="colLast" scope="row">
<div class="block">Central place for analyzing and obtaining static infrastructure properties
such as memory and number of logical processors.</div>
</th>
</tr>
-<tr id="i768" class="altColor">
+<tr id="i789" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/InitFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">InitFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i769" class="rowColor">
+<tr id="i790" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/InputOutputInfo.html" title="class in org.apache.sysds.runtime.io">InputOutputInfo</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i770" class="altColor">
+<tr id="i791" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/InputStreamInputFormat.html" title="class in org.apache.sysds.runtime.util">InputStreamInputFormat</a></td>
<th class="colLast" scope="row">
<div class="block">Custom input format and record reader to redirect common implementation of csv read
over record readers (which are required for the parallel readers) to an input stream.</div>
</th>
</tr>
-<tr id="i771" class="rowColor">
+<tr id="i792" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/insertionsort/InsertionSorterFactory.html" title="interface in org.apache.sysds.runtime.compress.colgroup.insertionsort">InsertionSorterFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i772" class="altColor">
+<tr id="i793" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/insertionsort/InsertionSorterFactory.SORT_TYPE.html" title="enum in org.apache.sysds.runtime.compress.colgroup.insertionsort">InsertionSorterFactory.SORT_TYPE</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i773" class="rowColor">
+<tr id="i794" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/InstallDependencyForIntegrationTests.html" title="class in org.apache.sysds.utils">InstallDependencyForIntegrationTests</a></td>
<th class="colLast" scope="row">
<div class="block">This class will be used to setup dependency on Eclipse environment as well as on Jenkins server</div>
</th>
</tr>
-<tr id="i774" class="altColor">
+<tr id="i795" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i775" class="rowColor">
+<tr id="i796" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/Instruction.IType.html" title="enum in org.apache.sysds.runtime.instructions">Instruction.IType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i776" class="altColor">
+<tr id="i797" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/InstructionParser.html" title="class in org.apache.sysds.runtime.instructions">InstructionParser</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i777" class="rowColor">
+<tr id="i798" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/InstructionTypeCounter.html" title="class in org.apache.sysds.runtime.compress.cost">InstructionTypeCounter</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i778" class="altColor">
+<tr id="i799" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/InstructionUtils.html" title="class in org.apache.sysds.runtime.instructions">InstructionUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i779" class="rowColor">
+<tr id="i800" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/utils/IntArrayList.html" title="class in org.apache.sysds.runtime.compress.utils">IntArrayList</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i780" class="altColor">
+<tr id="i801" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/IntegerArray.html" title="class in org.apache.sysds.runtime.frame.data.columns">IntegerArray</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i802" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/IntegerDivide.html" title="class in org.apache.sysds.runtime.functionobjects">IntegerDivide</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i781" class="rowColor">
+<tr id="i803" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/opt/InterestingPoint.html" title="class in org.apache.sysds.hops.codegen.opt">InterestingPoint</a></td>
<th class="colLast" scope="row">
<div class="block">Interesting decision point with regard to materialization of intermediates.</div>
</th>
</tr>
-<tr id="i782" class="altColor">
+<tr id="i804" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/codegen/opt/InterestingPoint.DecisionType.html" title="enum in org.apache.sysds.hops.codegen.opt">InterestingPoint.DecisionType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i783" class="rowColor">
+<tr id="i805" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/InterProceduralAnalysis.html" title="class in org.apache.sysds.hops.ipa">InterProceduralAnalysis</a></td>
<th class="colLast" scope="row">
<div class="block">This Inter Procedural Analysis (IPA) serves two major purposes:
@@ -3809,29 +3910,29 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
functions and back into main program.</div>
</th>
</tr>
-<tr id="i784" class="altColor">
+<tr id="i806" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/IntIdentifier.html" title="class in org.apache.sysds.parser">IntIdentifier</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i785" class="rowColor">
+<tr id="i807" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/IntObject.html" title="class in org.apache.sysds.runtime.instructions.cp">IntObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i786" class="altColor">
+<tr id="i808" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/IOUtilFunctions.html" title="class in org.apache.sysds.runtime.io">IOUtilFunctions</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i787" class="rowColor">
+<tr id="i809" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/IOUtilFunctions.CountRowsTask.html" title="class in org.apache.sysds.runtime.io">IOUtilFunctions.CountRowsTask</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i788" class="altColor">
+<tr id="i810" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPass.html" title="class in org.apache.sysds.hops.ipa">IPAPass</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all IPA passes.</div>
</th>
</tr>
-<tr id="i789" class="rowColor">
+<tr id="i811" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassApplyStaticAndDynamicHopRewrites.html" title="class in org.apache.sysds.hops.ipa">IPAPassApplyStaticAndDynamicHopRewrites</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite applies static hop dag and statement block
@@ -3839,32 +3940,32 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
in order to simplify statistic propagation.</div>
</th>
</tr>
-<tr id="i790" class="altColor">
+<tr id="i812" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassCompressionWorkloadAnalysis.html" title="class in org.apache.sysds.hops.ipa">IPAPassCompressionWorkloadAnalysis</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite obtains workload summaries for all hops candidates amenable for compression as a basis for
workload-aware compression planning.</div>
</th>
</tr>
-<tr id="i791" class="rowColor">
+<tr id="i813" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassEliminateDeadCode.html" title="class in org.apache.sysds.hops.ipa">IPAPassEliminateDeadCode</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite eliminates unnecessary sub-DAGs that produce
transient write outputs which are never consumed subsequently.</div>
</th>
</tr>
-<tr id="i792" class="altColor">
+<tr id="i814" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassFlagFunctionsRecompileOnce.html" title="class in org.apache.sysds.hops.ipa">IPAPassFlagFunctionsRecompileOnce</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite marks functions with loops as recompile once
in order to reduce recompilation overhead.</div>
</th>
</tr>
-<tr id="i793" class="rowColor">
+<tr id="i815" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassFlagNonDeterminism.html" title="class in org.apache.sysds.hops.ipa">IPAPassFlagNonDeterminism</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i794" class="altColor">
+<tr id="i816" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassForwardFunctionCalls.html" title="class in org.apache.sysds.hops.ipa">IPAPassForwardFunctionCalls</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite forwards a function call to a function with a simple
@@ -3872,21 +3973,21 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
into the original call location.</div>
</th>
</tr>
-<tr id="i795" class="rowColor">
+<tr id="i817" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassInlineFunctions.html" title="class in org.apache.sysds.hops.ipa">IPAPassInlineFunctions</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite inlines single statement block functions, which have fewer
operations than an internal threshold.</div>
</th>
</tr>
-<tr id="i796" class="altColor">
+<tr id="i818" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassPropagateReplaceLiterals.html" title="class in org.apache.sysds.hops.ipa">IPAPassPropagateReplaceLiterals</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite propagates and replaces literals into functions
in order to enable subsequent rewrites such as branch removal.</div>
</th>
</tr>
-<tr id="i797" class="rowColor">
+<tr id="i819" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassRemoveConstantBinaryOps.html" title="class in org.apache.sysds.hops.ipa">IPAPassRemoveConstantBinaryOps</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite identifies binary operations with constant matrices
@@ -3894,14 +3995,14 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
before a loop.</div>
</th>
</tr>
-<tr id="i798" class="altColor">
+<tr id="i820" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassRemoveUnnecessaryCheckpoints.html" title="class in org.apache.sysds.hops.ipa">IPAPassRemoveUnnecessaryCheckpoints</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite identifies and removes unnecessary checkpoints, i.e.,
persisting of Spark RDDs into a given storage level.</div>
</th>
</tr>
-<tr id="i799" class="rowColor">
+<tr id="i821" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassRemoveUnusedFunctions.html" title="class in org.apache.sysds.hops.ipa">IPAPassRemoveUnusedFunctions</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite identifies and removes unused functions in order
@@ -3909,7 +4010,7 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
parfor worker creation, where we construct function copies.</div>
</th>
</tr>
-<tr id="i800" class="altColor">
+<tr id="i822" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassReplaceEvalFunctionCalls.html" title="class in org.apache.sysds.hops.ipa">IPAPassReplaceEvalFunctionCalls</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite applies static hop dag and statement block
@@ -3917,70 +4018,76 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
in order to simplify statistic propagation.</div>
</th>
</tr>
-<tr id="i801" class="rowColor">
+<tr id="i823" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/ipa/IPAPassRewriteFederatedPlan.html" title="class in org.apache.sysds.hops.ipa">IPAPassRewriteFederatedPlan</a></td>
<th class="colLast" scope="row">
<div class="block">This rewrite generates a federated execution plan by estimating and setting costs and the FederatedOutput values of
all relevant hops in the DML program.</div>
</th>
</tr>
-<tr id="i802" class="altColor">
+<tr id="i824" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/repositories/IRepository.html" title="interface in org.apache.sysds.runtime.controlprogram.federated.monitoring.repositories">IRepository</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i803" class="rowColor">
+<tr id="i825" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/IsBlockInList.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">IsBlockInList</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i804" class="altColor">
+<tr id="i826" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/IsBlockInRange.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">IsBlockInRange</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i805" class="rowColor">
+<tr id="i827" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/IsFrameBlockInRange.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">IsFrameBlockInRange</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i806" class="altColor">
+<tr id="i828" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/IterablePredicate.html" title="class in org.apache.sysds.parser">IterablePredicate</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i807" class="rowColor">
+<tr id="i829" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/iterators/IteratorFactory.html" title="interface in org.apache.sysds.runtime.frame.data.iterators">IteratorFactory</a></td>
+<th class="colLast" scope="row">
+<div class="block">Factory pattern for construction of rowIterators of the FrameBlock.</div>
+</th>
+</tr>
+<tr id="i830" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/context/JCudaKernels.html" title="class in org.apache.sysds.runtime.instructions.gpu.context">JCudaKernels</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i808" class="altColor">
+<tr id="i831" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/jmlc/JMLCUtils.html" title="class in org.apache.sysds.api.jmlc">JMLCUtils</a></td>
<th class="colLast" scope="row">
<div class="block">Utility class containing static methods for working with JMLC.</div>
</th>
</tr>
-<tr id="i809" class="rowColor">
+<tr id="i832" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/JSONHelper.html" title="class in org.apache.sysds.utils">JSONHelper</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i810" class="altColor">
+<tr id="i833" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/KahanFunction.html" title="class in org.apache.sysds.runtime.functionobjects">KahanFunction</a></td>
<th class="colLast" scope="row">
<div class="block">Runtime function type to perform the summation of values using
the Kahan summation algorithm.</div>
</th>
</tr>
-<tr id="i811" class="rowColor">
+<tr id="i834" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/KahanObject.html" title="class in org.apache.sysds.runtime.instructions.cp">KahanObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i812" class="altColor">
+<tr id="i835" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/KahanPlus.html" title="class in org.apache.sysds.runtime.functionobjects">KahanPlus</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i813" class="rowColor">
+<tr id="i836" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/KahanPlusSq.html" title="class in org.apache.sysds.runtime.functionobjects">KahanPlusSq</a></td>
<th class="colLast" scope="row">
<div class="block">Runtime function to perform the summation of squared values using
the Kahan summation algorithm.</div>
</th>
</tr>
-<tr id="i814" class="altColor">
+<tr id="i837" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/KeepDataOnWorkerFederatedScheme.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">KeepDataOnWorkerFederatedScheme</a></td>
<th class="colLast" scope="row">
<div class="block">Keep Data on Worker Federated scheme
@@ -3988,7 +4095,7 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
When the parameter server runs in federated mode it cannot pull in the data which is already on the workers.</div>
</th>
</tr>
-<tr id="i815" class="rowColor">
+<tr id="i838" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/sketch/countdistinctapprox/KMVSketch.html" title="class in org.apache.sysds.runtime.matrix.data.sketch.countdistinctapprox">KMVSketch</a></td>
<th class="colLast" scope="row">
<div class="block">KMV synopsis(for k minimum values) Distinct-Value Estimation
@@ -3996,17 +4103,17 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
Kevin S.</div>
</th>
</tr>
-<tr id="i816" class="altColor">
+<tr id="i839" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/LanguageException.html" title="class in org.apache.sysds.parser">LanguageException</a></td>
<th class="colLast" scope="row">
<div class="block">Exception occurring at the Language level.</div>
</th>
</tr>
-<tr id="i817" class="rowColor">
+<tr id="i840" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/LanguageException.LanguageErrorCodes.html" title="class in org.apache.sysds.parser">LanguageException.LanguageErrorCodes</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i818" class="altColor">
+<tr id="i841" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/LazyIterableIterator.html" title="class in org.apache.sysds.runtime.instructions.spark.data">LazyIterableIterator</a><<a href="org/apache/sysds/runtime/instructions/spark/data/LazyIterableIterator.html" title="type parameter in LazyIterableIterator">T</a>></td>
<th class="colLast" scope="row">
<div class="block">This class is a generic base class for lazy, single pass iterator classes
@@ -4014,59 +4121,59 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
use cases.</div>
</th>
</tr>
-<tr id="i819" class="rowColor">
+<tr id="i842" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/LazyWriteBuffer.html" title="class in org.apache.sysds.runtime.controlprogram.caching">LazyWriteBuffer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i820" class="altColor">
+<tr id="i843" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/LazyWriteBuffer.RPolicy.html" title="enum in org.apache.sysds.runtime.controlprogram.caching">LazyWriteBuffer.RPolicy</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i821" class="rowColor">
+<tr id="i844" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/LeftIndex.html" title="class in org.apache.sysds.lops">LeftIndex</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i822" class="altColor">
+<tr id="i845" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/LeftIndex.LixCacheType.html" title="enum in org.apache.sysds.lops">LeftIndex.LixCacheType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i823" class="rowColor">
+<tr id="i846" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/LeftIndexingOp.html" title="class in org.apache.sysds.hops">LeftIndexingOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i824" class="altColor">
+<tr id="i847" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/LeftIndexingOp.LeftIndexingMethod.html" title="enum in org.apache.sysds.hops">LeftIndexingOp.LeftIndexingMethod</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i825" class="rowColor">
+<tr id="i848" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/LeftScalarOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">LeftScalarOperator</a></td>
<th class="colLast" scope="row">
<div class="block">Scalar operator for scalar-matrix operations with scalar
on the left-hand-side.</div>
</th>
</tr>
-<tr id="i826" class="altColor">
+<tr id="i849" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/LegacyEncoder.html" title="class in org.apache.sysds.runtime.transform.encode">LegacyEncoder</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all transform encoders providing both a row and block interface for decoding frames to matrices.</div>
</th>
</tr>
-<tr id="i827" class="rowColor">
+<tr id="i850" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/LessThan.html" title="class in org.apache.sysds.runtime.functionobjects">LessThan</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i828" class="altColor">
+<tr id="i851" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/LessThanEquals.html" title="class in org.apache.sysds.runtime.functionobjects">LessThanEquals</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i829" class="rowColor">
+<tr id="i852" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibCommonsMath.html" title="class in org.apache.sysds.runtime.matrix.data">LibCommonsMath</a></td>
<th class="colLast" scope="row">
<div class="block">Library for matrix operations that need invocation of
Apache Commons Math library.</div>
</th>
</tr>
-<tr id="i830" class="altColor">
+<tr id="i853" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixAgg.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixAgg</a></td>
<th class="colLast" scope="row">
<div class="block">MB:
@@ -4074,35 +4181,35 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
combinations of dense and sparse representations, and corrections.</div>
</th>
</tr>
-<tr id="i831" class="rowColor">
+<tr id="i854" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixBincell.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixBincell</a></td>
<th class="colLast" scope="row">
<div class="block">Library for binary cellwise operations (incl arithmetic, relational, etc).</div>
</th>
</tr>
-<tr id="i832" class="altColor">
+<tr id="i855" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixBincell.BinaryAccessType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixBincell.BinaryAccessType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i833" class="rowColor">
+<tr id="i856" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCountDistinct.html" title="interface in org.apache.sysds.runtime.matrix.data">LibMatrixCountDistinct</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains various methods for counting the number of distinct values inside a MatrixBlock</div>
</th>
</tr>
-<tr id="i834" class="altColor">
+<tr id="i857" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCUDA.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCUDA</a></td>
<th class="colLast" scope="row">
<div class="block">All CUDA kernels and library calls are redirected through this class</div>
</th>
</tr>
-<tr id="i835" class="rowColor">
+<tr id="i858" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCuDNN.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNN</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains method that invoke CuDNN operations.</div>
</th>
</tr>
-<tr id="i836" class="altColor">
+<tr id="i859" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNConvolutionAlgorithm.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNConvolutionAlgorithm</a></td>
<th class="colLast" scope="row">
<div class="block">This class is a wrapper that contain necessary data structures to invoke
@@ -4111,13 +4218,13 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
It implements autocloseable to simplify the LibMatrixCuDNN code and also avoids potential memory leaks.</div>
</th>
</tr>
-<tr id="i837" class="rowColor">
+<tr id="i860" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNInputRowFetcher.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNInputRowFetcher</a></td>
<th class="colLast" scope="row">
<div class="block">Performs a slice operation: out = in[(n+1):(n+1), 1:numColumns]</div>
</th>
</tr>
-<tr id="i838" class="altColor">
+<tr id="i861" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNPoolingDescriptors.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNPoolingDescriptors</a></td>
<th class="colLast" scope="row">
<div class="block">This class is a wrapper that contain necessary data structures to invoke
@@ -4126,71 +4233,78 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
It implements autocloseable to simplify the LibMatrixCuDNN code and also avoids potential memory leaks.</div>
</th>
</tr>
-<tr id="i839" class="rowColor">
+<tr id="i862" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCuDNNRnnAlgorithm.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuDNNRnnAlgorithm</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i840" class="altColor">
+<tr id="i863" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixCuMatMult.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixCuMatMult</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i841" class="rowColor">
+<tr id="i864" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDatagen.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDatagen</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i842" class="altColor">
+<tr id="i865" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNN.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNN</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i843" class="rowColor">
+<tr id="i866" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNN.PoolingType.html" title="enum in org.apache.sysds.runtime.matrix.data">LibMatrixDNN.PoolingType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i844" class="altColor">
+<tr id="i867" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNConv2d.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNConv2d</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains the set of operators used for performing conv2d</div>
</th>
</tr>
-<tr id="i845" class="rowColor">
+<tr id="i868" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNHelper.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNHelper</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i846" class="altColor">
+<tr id="i869" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNIm2Col.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNIm2Col</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains the different implementation of im2col operation</div>
</th>
</tr>
-<tr id="i847" class="rowColor">
+<tr id="i870" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNPooling.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNPooling</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains the set of operators used for performing pooling</div>
</th>
</tr>
-<tr id="i848" class="altColor">
+<tr id="i871" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNRelu.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRelu</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains the different implementation of rotate180 operation</div>
</th>
</tr>
-<tr id="i849" class="rowColor">
+<tr id="i872" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNRelu.ReluBackward.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRelu.ReluBackward</a></td>
<th class="colLast" scope="row">
<div class="block">Performs the operation: (X gt 0) * dout</div>
</th>
</tr>
-<tr id="i850" class="altColor">
+<tr id="i873" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNRotate180.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRotate180</a></td>
<th class="colLast" scope="row">
<div class="block">This class contains the different implementation of rotate180 operation</div>
</th>
</tr>
-<tr id="i851" class="rowColor">
+<tr id="i874" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixDNNRotate180.Rotate180Worker.html" title="interface in org.apache.sysds.runtime.matrix.data">LibMatrixDNNRotate180.Rotate180Worker</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i852" class="altColor">
+<tr id="i875" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixEquals.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixEquals</a></td>
+<th class="colLast" scope="row">
+<div class="block">
+ Equals library for MatrixBLocks:</div>
+</th>
+</tr>
+<tr id="i876" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixMult.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixMult</a></td>
<th class="colLast" scope="row">
<div class="block">MB: Library for matrix multiplications including MM, MV, VV for all
@@ -4198,18 +4312,18 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
operations such as transpose-self matrix multiplication.</div>
</th>
</tr>
-<tr id="i853" class="rowColor">
+<tr id="i877" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixNative.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixNative</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i854" class="altColor">
+<tr id="i878" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixOuterAgg.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixOuterAgg</a></td>
<th class="colLast" scope="row">
<div class="block">ACS:
Purpose of this library is to make some of the unary outer aggregate operator more efficient.</div>
</th>
</tr>
-<tr id="i855" class="rowColor">
+<tr id="i879" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixReorg.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixReorg</a></td>
<th class="colLast" scope="row">
<div class="block">MB:
@@ -4217,503 +4331,507 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
and all combinations of dense and sparse representations.</div>
</th>
</tr>
-<tr id="i856" class="altColor">
+<tr id="i880" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/LibMatrixTercell.html" title="class in org.apache.sysds.runtime.matrix.data">LibMatrixTercell</a></td>
<th class="colLast" scope="row">
<div class="block">Library for ternary cellwise operations.</div>
</th>
</tr>
-<tr id="i857" class="rowColor">
+<tr id="i881" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/codegen/LibSpoofPrimitives.html" title="class in org.apache.sysds.runtime.codegen">LibSpoofPrimitives</a></td>
<th class="colLast" scope="row">
<div class="block">This library contains all vector primitives that are used in
generated source code for fused operators.</div>
</th>
</tr>
-<tr id="i858" class="altColor">
+<tr id="i882" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/LIBSVMReblockSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">LIBSVMReblockSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i859" class="rowColor">
+<tr id="i883" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/LibTensorAgg.html" title="class in org.apache.sysds.runtime.data">LibTensorAgg</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i860" class="altColor">
+<tr id="i884" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/LibTensorBincell.html" title="class in org.apache.sysds.runtime.data">LibTensorBincell</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i861" class="rowColor">
+<tr id="i885" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/data/LibTensorReorg.html" title="class in org.apache.sysds.runtime.data">LibTensorReorg</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i862" class="altColor">
+<tr id="i886" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/Lineage.html" title="class in org.apache.sysds.runtime.lineage">Lineage</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i863" class="rowColor">
+<tr id="i887" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCache.html" title="class in org.apache.sysds.runtime.lineage">LineageCache</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i864" class="altColor">
+<tr id="i888" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCacheConfig.html" title="class in org.apache.sysds.runtime.lineage">LineageCacheConfig</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i865" class="rowColor">
+<tr id="i889" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCacheConfig.LineageCachePolicy.html" title="enum in org.apache.sysds.runtime.lineage">LineageCacheConfig.LineageCachePolicy</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i866" class="altColor">
+<tr id="i890" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCacheConfig.ReuseCacheType.html" title="enum in org.apache.sysds.runtime.lineage">LineageCacheConfig.ReuseCacheType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i867" class="rowColor">
+<tr id="i891" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCacheEntry.html" title="class in org.apache.sysds.runtime.lineage">LineageCacheEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i868" class="altColor">
+<tr id="i892" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCacheEviction.html" title="class in org.apache.sysds.runtime.lineage">LineageCacheEviction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i869" class="rowColor">
+<tr id="i893" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCacheStatistics.html" title="class in org.apache.sysds.runtime.lineage">LineageCacheStatistics</a></td>
<th class="colLast" scope="row">
<div class="block">This singleton provides basic lineage caching statistics in CP.</div>
</th>
</tr>
-<tr id="i870" class="altColor">
+<tr id="i894" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageCodegenItem.html" title="class in org.apache.sysds.runtime.lineage">LineageCodegenItem</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i871" class="rowColor">
+<tr id="i895" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageDebugger.html" title="class in org.apache.sysds.runtime.lineage">LineageDebugger</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i872" class="altColor">
+<tr id="i896" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageDedupBlock.html" title="class in org.apache.sysds.runtime.lineage">LineageDedupBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i873" class="rowColor">
+<tr id="i897" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageDedupUtils.html" title="class in org.apache.sysds.runtime.lineage">LineageDedupUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i874" class="altColor">
+<tr id="i898" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageEstimator.html" title="class in org.apache.sysds.runtime.lineage">LineageEstimator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i875" class="rowColor">
+<tr id="i899" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageEstimatorStatistics.html" title="class in org.apache.sysds.runtime.lineage">LineageEstimatorStatistics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i876" class="altColor">
+<tr id="i900" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageGPUCacheEviction.html" title="class in org.apache.sysds.runtime.lineage">LineageGPUCacheEviction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i877" class="rowColor">
+<tr id="i901" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageItem.html" title="class in org.apache.sysds.runtime.lineage">LineageItem</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i878" class="altColor">
+<tr id="i902" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageItem.LineageItemType.html" title="enum in org.apache.sysds.runtime.lineage">LineageItem.LineageItemType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i879" class="rowColor">
+<tr id="i903" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageItemUtils.html" title="class in org.apache.sysds.runtime.lineage">LineageItemUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i880" class="altColor">
+<tr id="i904" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageMap.html" title="class in org.apache.sysds.runtime.lineage">LineageMap</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i881" class="rowColor">
+<tr id="i905" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/data/LineageObject.html" title="class in org.apache.sysds.runtime.instructions.spark.data">LineageObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i882" class="altColor">
+<tr id="i906" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageParser.html" title="class in org.apache.sysds.runtime.lineage">LineageParser</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i883" class="rowColor">
+<tr id="i907" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageRecomputeUtils.html" title="class in org.apache.sysds.runtime.lineage">LineageRecomputeUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i884" class="altColor">
+<tr id="i908" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageRewriteReuse.html" title="class in org.apache.sysds.runtime.lineage">LineageRewriteReuse</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i885" class="rowColor">
+<tr id="i909" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageTokenizer.html" title="class in org.apache.sysds.runtime.lineage">LineageTokenizer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i886" class="altColor">
+<tr id="i910" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/lineage/LineageTraceable.html" title="interface in org.apache.sysds.runtime.lineage">LineageTraceable</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i887" class="rowColor">
+<tr id="i911" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/functional/LinearRegression.html" title="interface in org.apache.sysds.runtime.compress.colgroup.functional">LinearRegression</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i888" class="altColor">
+<tr id="i912" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/ListAppendPropagator.html" title="class in org.apache.sysds.runtime.privacy.propagation">ListAppendPropagator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i889" class="rowColor">
+<tr id="i913" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/ListAppendRemoveCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">ListAppendRemoveCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i890" class="altColor">
+<tr id="i914" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/ListIndexingCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">ListIndexingCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i891" class="rowColor">
+<tr id="i915" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/ListObject.html" title="class in org.apache.sysds.runtime.instructions.cp">ListObject</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i892" class="altColor">
+<tr id="i916" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/ListReader.html" title="class in org.apache.sysds.runtime.io">ListReader</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i893" class="rowColor">
+<tr id="i917" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/ListRemovePropagator.html" title="class in org.apache.sysds.runtime.privacy.propagation">ListRemovePropagator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i894" class="altColor">
+<tr id="i918" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/ListWriter.html" title="class in org.apache.sysds.runtime.io">ListWriter</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i895" class="rowColor">
+<tr id="i919" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/LiteralOp.html" title="class in org.apache.sysds.hops">LiteralOp</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i896" class="altColor">
+<tr id="i920" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/recompile/LiteralReplacement.html" title="class in org.apache.sysds.hops.recompile">LiteralReplacement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i897" class="rowColor">
+<tr id="i921" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/parser/LiveVariableAnalysis.html" title="class in org.apache.sysds.parser">LiveVariableAnalysis</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i898" class="altColor">
+<tr id="i922" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Local.html" title="class in org.apache.sysds.lops">Local</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i899" class="rowColor">
+<tr id="i923" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/LocalCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">LocalCPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">A simple instruction that take whatever input it is and return it as a local matrix.</div>
</th>
</tr>
-<tr id="i900" class="altColor">
+<tr id="i924" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/dp/LocalDataPartitioner.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv.dp">LocalDataPartitioner</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i901" class="rowColor">
+<tr id="i925" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/LocalFileUtils.html" title="class in org.apache.sysds.runtime.util">LocalFileUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i902" class="altColor">
+<tr id="i926" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/LocalParamServer.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">LocalParamServer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i903" class="rowColor">
+<tr id="i927" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/LocalParWorker.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">LocalParWorker</a></td>
<th class="colLast" scope="row">
<div class="block">Instances of this class can be used to execute tasks in parallel.</div>
</th>
</tr>
-<tr id="i904" class="altColor">
+<tr id="i928" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/LocalPSWorker.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">LocalPSWorker</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i905" class="rowColor">
+<tr id="i929" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/LocalTaskQueue.html" title="class in org.apache.sysds.runtime.controlprogram.parfor">LocalTaskQueue</a><<a href="org/apache/sysds/runtime/controlprogram/parfor/LocalTaskQueue.html" title="type parameter in LocalTaskQueue">T</a>></td>
<th class="colLast" scope="row">
<div class="block">This class provides a way of dynamic task distribution to multiple workers
in local multi-threaded environments.</div>
</th>
</tr>
-<tr id="i906" class="altColor">
+<tr id="i930" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/LocalVariableMap.html" title="class in org.apache.sysds.runtime.controlprogram">LocalVariableMap</a></td>
<th class="colLast" scope="row">
<div class="block">Replaces <code>HashMap⟨String, Data⟩</code> as the table of
variable names and references.</div>
</th>
</tr>
-<tr id="i907" class="rowColor">
+<tr id="i931" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/columns/LongArray.html" title="class in org.apache.sysds.runtime.frame.data.columns">LongArray</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i932" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/LongLongDoubleHashMap.html" title="class in org.apache.sysds.runtime.util">LongLongDoubleHashMap</a></td>
<th class="colLast" scope="row">
<div class="block">This native long long - double hashmap is specifically designed for
ctable operations which only require addvalue - extract semantics.</div>
</th>
</tr>
-<tr id="i908" class="altColor">
+<tr id="i933" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/LongLongDoubleHashMap.ADoubleEntry.html" title="class in org.apache.sysds.runtime.util">LongLongDoubleHashMap.ADoubleEntry</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i909" class="rowColor">
+<tr id="i934" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/LongLongDoubleHashMap.EntryType.html" title="enum in org.apache.sysds.runtime.util">LongLongDoubleHashMap.EntryType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i910" class="altColor">
+<tr id="i935" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Lop.html" title="class in org.apache.sysds.lops">Lop</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all Lops.</div>
</th>
</tr>
-<tr id="i911" class="rowColor">
+<tr id="i936" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Lop.SimpleInstType.html" title="enum in org.apache.sysds.lops">Lop.SimpleInstType</a></td>
<th class="colLast" scope="row">
<div class="block">Lop types</div>
</th>
</tr>
-<tr id="i912" class="altColor">
+<tr id="i937" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Lop.Type.html" title="enum in org.apache.sysds.lops">Lop.Type</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i913" class="rowColor">
+<tr id="i938" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Lop.VisitStatus.html" title="enum in org.apache.sysds.lops">Lop.VisitStatus</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i914" class="altColor">
+<tr id="i939" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/compile/LopComparator.html" title="class in org.apache.sysds.lops.compile">LopComparator</a><<a href="org/apache/sysds/lops/compile/LopComparator.html" title="type parameter in LopComparator">N</a> extends <a href="org/apache/sysds/lops/Lop.html" title="class in org.apache.sysds.lops">Lop</a>></td>
<th class="colLast" scope="row">
<div class="block">Comparator class used in sorting the LopDAG in topological order.</div>
</th>
</tr>
-<tr id="i915" class="rowColor">
+<tr id="i940" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/LopProperties.html" title="class in org.apache.sysds.lops">LopProperties</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i916" class="altColor">
+<tr id="i941" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/LopsException.html" title="class in org.apache.sysds.lops">LopsException</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i917" class="rowColor">
+<tr id="i942" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/MapInputSignature.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">MapInputSignature</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i918" class="altColor">
+<tr id="i943" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/MapJoinSignature.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">MapJoinSignature</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i919" class="rowColor">
+<tr id="i944" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MapmmChainSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MapmmChainSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i920" class="altColor">
+<tr id="i945" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MapmmSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MapmmSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i921" class="rowColor">
+<tr id="i946" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MapMult.html" title="class in org.apache.sysds.lops">MapMult</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i922" class="altColor">
+<tr id="i947" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MapMult.CacheType.html" title="enum in org.apache.sysds.lops">MapMult.CacheType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i923" class="rowColor">
+<tr id="i948" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MapMultChain.html" title="class in org.apache.sysds.lops">MapMultChain</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i924" class="altColor">
+<tr id="i949" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MapMultChain.ChainType.html" title="enum in org.apache.sysds.lops">MapMultChain.ChainType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i925" class="rowColor">
+<tr id="i950" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/monitoring/services/MapperService.html" title="class in org.apache.sysds.runtime.controlprogram.federated.monitoring.services">MapperService</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i926" class="altColor">
+<tr id="i951" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToBit.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToBit</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i927" class="rowColor">
+<tr id="i952" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToByte.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToByte</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i928" class="altColor">
+<tr id="i953" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToChar.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToChar</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i929" class="rowColor">
+<tr id="i954" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToCharPByte.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToCharPByte</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i930" class="altColor">
+<tr id="i955" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToFactory.html" title="interface in org.apache.sysds.runtime.compress.colgroup.mapping">MapToFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i931" class="rowColor">
+<tr id="i956" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToFactory.MAP_TYPE.html" title="enum in org.apache.sysds.runtime.compress.colgroup.mapping">MapToFactory.MAP_TYPE</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i932" class="altColor">
+<tr id="i957" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToInt.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToInt</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i933" class="rowColor">
+<tr id="i958" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToUByte.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToUByte</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i934" class="altColor">
+<tr id="i959" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/mapping/MapToZero.html" title="class in org.apache.sysds.runtime.compress.colgroup.mapping">MapToZero</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i935" class="rowColor">
+<tr id="i960" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/rewrite/MarkForLineageReuse.html" title="class in org.apache.sysds.hops.rewrite">MarkForLineageReuse</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i936" class="altColor">
+<tr id="i961" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/insertionsort/MaterializeSort.html" title="class in org.apache.sysds.runtime.compress.colgroup.insertionsort">MaterializeSort</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i937" class="rowColor">
+<tr id="i962" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MatMultCP.html" title="class in org.apache.sysds.lops">MatMultCP</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i938" class="altColor">
+<tr id="i963" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/Matrix.html" title="class in org.apache.sysds.api.mlcontext">Matrix</a></td>
<th class="colLast" scope="row">
<div class="block">Matrix encapsulates a SystemDS matrix.</div>
</th>
</tr>
-<tr id="i939" class="rowColor">
+<tr id="i964" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MatrixAppendCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MatrixAppendCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i940" class="altColor">
+<tr id="i965" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixAppendGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixAppendGPUInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">Implements the cbind and rbind functions for matrices</div>
</th>
</tr>
-<tr id="i941" class="rowColor">
+<tr id="i966" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MatrixAppendMSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MatrixAppendMSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i942" class="altColor">
+<tr id="i967" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MatrixAppendRSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MatrixAppendRSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i943" class="rowColor">
+<tr id="i968" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i944" class="altColor">
+<tr id="i969" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixBlock.SparsityEstimate.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock.SparsityEstimate</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i945" class="rowColor">
+<tr id="i970" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixBlockDataInput.html" title="interface in org.apache.sysds.runtime.matrix.data">MatrixBlockDataInput</a></td>
<th class="colLast" scope="row">
<div class="block">Any data input that is intended to support fast deserialization / read
of entire blocks should implement this interface.</div>
</th>
</tr>
-<tr id="i946" class="altColor">
+<tr id="i971" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixBlockDataOutput.html" title="interface in org.apache.sysds.runtime.matrix.data">MatrixBlockDataOutput</a></td>
<th class="colLast" scope="row">
<div class="block">Any data output that is intended to support fast serialization / write
of entire blocks should implement this interface.</div>
</th>
</tr>
-<tr id="i947" class="rowColor">
+<tr id="i972" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/dictionary/MatrixBlockDictionary.html" title="class in org.apache.sysds.runtime.compress.colgroup.dictionary">MatrixBlockDictionary</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i948" class="altColor">
+<tr id="i973" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixBuiltinGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixBuiltinGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i949" class="rowColor">
+<tr id="i974" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MatrixBuiltinNaryCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MatrixBuiltinNaryCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i950" class="altColor">
+<tr id="i975" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixCell.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixCell</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i951" class="rowColor">
+<tr id="i976" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/meta/MatrixCharacteristics.html" title="class in org.apache.sysds.runtime.meta">MatrixCharacteristics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i952" class="altColor">
+<tr id="i977" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MatrixFormat.html" title="enum in org.apache.sysds.api.mlcontext">MatrixFormat</a></td>
<th class="colLast" scope="row">
<div class="block">MatrixFormat represents the different matrix formats supported by the
MLContext API.</div>
</th>
</tr>
-<tr id="i953" class="rowColor">
+<tr id="i978" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/MatrixGenerateReader.html" title="class in org.apache.sysds.runtime.iogen">MatrixGenerateReader</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i954" class="altColor">
+<tr id="i979" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/MatrixGenerateReader.MatrixReaderRowIrregular.html" title="class in org.apache.sysds.runtime.iogen">MatrixGenerateReader.MatrixReaderRowIrregular</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i955" class="rowColor">
+<tr id="i980" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/MatrixGenerateReader.MatrixReaderRowRegularColIrregular.html" title="class in org.apache.sysds.runtime.iogen">MatrixGenerateReader.MatrixReaderRowRegularColIrregular</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i956" class="altColor">
+<tr id="i981" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/iogen/MatrixGenerateReader.MatrixReaderRowRegularColRegular.html" title="class in org.apache.sysds.runtime.iogen">MatrixGenerateReader.MatrixReaderRowRegularColRegular</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i957" class="rowColor">
+<tr id="i982" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a></td>
<th class="colLast" scope="row">
<div class="block">This represent the indexes to the blocks of the matrix.</div>
</th>
</tr>
-<tr id="i958" class="altColor">
+<tr id="i983" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cpfile/MatrixIndexingCPFileInstruction.html" title="class in org.apache.sysds.runtime.instructions.cpfile">MatrixIndexingCPFileInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">This instruction is used if a single partition is too large to fit in memory.</div>
</th>
</tr>
-<tr id="i959" class="rowColor">
+<tr id="i984" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MatrixIndexingCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MatrixIndexingCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i960" class="altColor">
+<tr id="i985" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixIndexingGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixIndexingGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i961" class="rowColor">
+<tr id="i986" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MatrixIndexingSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MatrixIndexingSPInstruction</a></td>
<th class="colLast" scope="row">
<div class="block">This class implements the matrix indexing functionality inside CP.</div>
</th>
</tr>
-<tr id="i962" class="altColor">
+<tr id="i987" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/federated/MatrixLineagePair.html" title="class in org.apache.sysds.runtime.controlprogram.federated">MatrixLineagePair</a></td>
<th class="colLast" scope="row">
<div class="block">Class to represent the relation between a MatrixObject and the respective
LineageItem.</div>
</th>
</tr>
-<tr id="i963" class="rowColor">
+<tr id="i988" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixMatrixArithmeticGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixMatrixArithmeticGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i964" class="altColor">
+<tr id="i989" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixMatrixAxpyGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixMatrixAxpyGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i965" class="rowColor">
+<tr id="i990" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/MatrixMatrixBinaryOpFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">MatrixMatrixBinaryOpFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i966" class="altColor">
+<tr id="i991" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixMatrixBuiltinGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixMatrixBuiltinGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i967" class="rowColor">
+<tr id="i992" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixMatrixRelationalBinaryGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixMatrixRelationalBinaryGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i968" class="altColor">
+<tr id="i993" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MatrixMetadata.html" title="class in org.apache.sysds.api.mlcontext">MatrixMetadata</a></td>
<th class="colLast" scope="row">
<div class="block">Matrix metadata, such as the number of rows, the number of columns, the
@@ -4721,254 +4839,254 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
columns per block in the matrix.</div>
</th>
</tr>
-<tr id="i969" class="rowColor">
+<tr id="i994" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/MatrixMultiplicationPropagator.html" title="class in org.apache.sysds.runtime.privacy.propagation">MatrixMultiplicationPropagator</a></td>
<th class="colLast" scope="row">
<div class="block">Used for propagating constraints in a matrix multiplication.</div>
</th>
</tr>
-<tr id="i970" class="altColor">
+<tr id="i995" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/MatrixMultiplicationPropagatorNaive.html" title="class in org.apache.sysds.runtime.privacy.propagation">MatrixMultiplicationPropagatorNaive</a></td>
<th class="colLast" scope="row">
<div class="block">MatrixMultiplicationPropagator that overrides generateFineGrainedConstraints
with a naive propagation of the fine-grained constraints.</div>
</th>
</tr>
-<tr id="i971" class="rowColor">
+<tr id="i996" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/MatrixMultiplicationPropagatorPrivateFirst.html" title="class in org.apache.sysds.runtime.privacy.propagation">MatrixMultiplicationPropagatorPrivateFirst</a></td>
<th class="colLast" scope="row">
<div class="block">MatrixMultiplicationPropagator that overrides generateFineGrainedConstraints by finding the private elements first
followed by propagating PrivateAggregation in case of non-aggregating operator types.</div>
</th>
</tr>
-<tr id="i972" class="altColor">
+<tr id="i997" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/MatrixMultiplicationPropagatorPrivateFirstOptimized.html" title="class in org.apache.sysds.runtime.privacy.propagation">MatrixMultiplicationPropagatorPrivateFirstOptimized</a></td>
<th class="colLast" scope="row">
<div class="block">MatrixMultiplicationPropagator that overrides generateFineGrainedConstraints by finding the private elements first
while propagating PrivateAggregation in case of non-aggregating operator types.</div>
</th>
</tr>
-<tr id="i973" class="rowColor">
+<tr id="i998" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/MatrixObject.html" title="class in org.apache.sysds.runtime.controlprogram.caching">MatrixObject</a></td>
<th class="colLast" scope="row">
<div class="block">Represents a matrix in control program.</div>
</th>
</tr>
-<tr id="i974" class="altColor">
+<tr id="i999" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/caching/MatrixObject.UpdateType.html" title="enum in org.apache.sysds.runtime.controlprogram.caching">MatrixObject.UpdateType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i975" class="rowColor">
+<tr id="i1000" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/MatrixReader.html" title="class in org.apache.sysds.runtime.io">MatrixReader</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all format-specific matrix readers.</div>
</th>
</tr>
-<tr id="i976" class="altColor">
+<tr id="i1001" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/MatrixReaderFactory.html" title="class in org.apache.sysds.runtime.io">MatrixReaderFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i977" class="rowColor">
+<tr id="i1002" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MatrixReshapeGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MatrixReshapeGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i978" class="altColor">
+<tr id="i1003" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MatrixReshapeSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MatrixReshapeSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i979" class="rowColor">
+<tr id="i1004" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/MatrixScalarUnaryFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">MatrixScalarUnaryFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i980" class="altColor">
+<tr id="i1005" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/sketch/MatrixSketch.html" title="interface in org.apache.sysds.runtime.matrix.data.sketch">MatrixSketch</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i981" class="rowColor">
+<tr id="i1006" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixValue.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixValue</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i982" class="altColor">
+<tr id="i1007" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/MatrixValue.CellIndex.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixValue.CellIndex</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i983" class="rowColor">
+<tr id="i1008" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/functions/MatrixVectorBinaryOpPartitionFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.functions">MatrixVectorBinaryOpPartitionFunction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i984" class="altColor">
+<tr id="i1009" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/MatrixWriter.html" title="class in org.apache.sysds.runtime.io">MatrixWriter</a></td>
<th class="colLast" scope="row">
<div class="block">Base class for all format-specific matrix writers.</div>
</th>
</tr>
-<tr id="i985" class="rowColor">
+<tr id="i1010" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/io/MatrixWriterFactory.html" title="class in org.apache.sysds.runtime.io">MatrixWriterFactory</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i986" class="altColor">
+<tr id="i1011" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Mean.html" title="class in org.apache.sysds.runtime.functionobjects">Mean</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i987" class="rowColor">
+<tr id="i1012" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cocode/Memorizer.html" title="class in org.apache.sysds.runtime.compress.cocode">Memorizer</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i988" class="altColor">
+<tr id="i1013" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/cost/MemoryCostEstimator.html" title="class in org.apache.sysds.runtime.compress.cost">MemoryCostEstimator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i989" class="rowColor">
+<tr id="i1014" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/MemoryEstimates.html" title="class in org.apache.sysds.utils">MemoryEstimates</a></td>
<th class="colLast" scope="row">
<div class="block">Memory Estimates is a helper class containing static classes that estimate the memory requirements of different types
of objects in java.</div>
</th>
</tr>
-<tr id="i990" class="altColor">
+<tr id="i1015" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/fedplanner/MemoTable.html" title="class in org.apache.sysds.hops.fedplanner">MemoTable</a></td>
<th class="colLast" scope="row">
<div class="block">Memoization of federated execution alternatives.</div>
</th>
</tr>
-<tr id="i991" class="rowColor">
+<tr id="i1016" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/MemoTable.html" title="class in org.apache.sysds.hops">MemoTable</a></td>
<th class="colLast" scope="row">
<div class="block">Memoization Table (hop id, worst-case matrix characteristics).</div>
</th>
</tr>
-<tr id="i992" class="altColor">
+<tr id="i1017" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/insertionsort/MergeSort.html" title="class in org.apache.sysds.runtime.compress.colgroup.insertionsort">MergeSort</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i993" class="rowColor">
+<tr id="i1018" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/Metadata.html" title="class in org.apache.sysds.api.mlcontext">Metadata</a></td>
<th class="colLast" scope="row">
<div class="block">Abstract metadata class for MLContext API.</div>
</th>
</tr>
-<tr id="i994" class="altColor">
+<tr id="i1019" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/meta/MetaData.html" title="class in org.apache.sysds.runtime.meta">MetaData</a></td>
<th class="colLast" scope="row">
<div class="block">Class to store metadata associated with a file (e.g., a matrix) on disk.</div>
</th>
</tr>
-<tr id="i995" class="rowColor">
+<tr id="i1020" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/meta/MetaDataAll.html" title="class in org.apache.sysds.runtime.meta">MetaDataAll</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i996" class="altColor">
+<tr id="i1021" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/meta/MetaDataFormat.html" title="class in org.apache.sysds.runtime.meta">MetaDataFormat</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i997" class="rowColor">
+<tr id="i1022" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/meta/MetaDataUtils.html" title="class in org.apache.sysds.runtime.meta">MetaDataUtils</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i998" class="altColor">
+<tr id="i1023" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Minus.html" title="class in org.apache.sysds.runtime.functionobjects">Minus</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i999" class="rowColor">
+<tr id="i1024" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Minus1Multiply.html" title="class in org.apache.sysds.runtime.functionobjects">Minus1Multiply</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1000" class="altColor">
+<tr id="i1025" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/MinusMultiply.html" title="class in org.apache.sysds.runtime.functionobjects">MinusMultiply</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1001" class="rowColor">
+<tr id="i1026" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/MinusNz.html" title="class in org.apache.sysds.runtime.functionobjects">MinusNz</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1002" class="altColor">
+<tr id="i1027" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLContext.html" title="class in org.apache.sysds.api.mlcontext">MLContext</a></td>
<th class="colLast" scope="row">
<div class="block">The MLContext API offers programmatic access to SystemDS on Spark from
languages such as Scala, Java, and Python.</div>
</th>
</tr>
-<tr id="i1003" class="rowColor">
+<tr id="i1028" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLContext.ExecutionType.html" title="enum in org.apache.sysds.api.mlcontext">MLContext.ExecutionType</a></td>
<th class="colLast" scope="row">
<div class="block">The different types of execution environments supported by SystemDS.</div>
</th>
</tr>
-<tr id="i1004" class="altColor">
+<tr id="i1029" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLContext.ExplainLevel.html" title="enum in org.apache.sysds.api.mlcontext">MLContext.ExplainLevel</a></td>
<th class="colLast" scope="row">
<div class="block">The different explain levels supported by SystemDS.</div>
</th>
</tr>
-<tr id="i1005" class="rowColor">
+<tr id="i1030" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLContextConversionUtil.html" title="class in org.apache.sysds.api.mlcontext">MLContextConversionUtil</a></td>
<th class="colLast" scope="row">
<div class="block">Utility class containing methods to perform data conversions.</div>
</th>
</tr>
-<tr id="i1006" class="altColor">
+<tr id="i1031" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLContextException.html" title="class in org.apache.sysds.api.mlcontext">MLContextException</a></td>
<th class="colLast" scope="row">
<div class="block">Uncaught exception representing SystemDS exceptions that occur through the
MLContext API.</div>
</th>
</tr>
-<tr id="i1007" class="rowColor">
+<tr id="i1032" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/MLContextProxy.html" title="class in org.apache.sysds.utils">MLContextProxy</a></td>
<th class="colLast" scope="row">
<div class="block">The purpose of this proxy is to shield systemds internals from direct access to MLContext
which would try to load spark libraries and hence fail if these are not available.</div>
</th>
</tr>
-<tr id="i1008" class="altColor">
+<tr id="i1033" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLContextUtil.html" title="class in org.apache.sysds.api.mlcontext">MLContextUtil</a></td>
<th class="colLast" scope="row">
<div class="block">Utility class containing methods for working with the MLContext API.</div>
</th>
</tr>
-<tr id="i1009" class="rowColor">
+<tr id="i1034" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/api/mlcontext/MLResults.html" title="class in org.apache.sysds.api.mlcontext">MLResults</a></td>
<th class="colLast" scope="row">
<div class="block">MLResults handles the results returned from executing a Script using the
MLContext API.</div>
</th>
</tr>
-<tr id="i1010" class="altColor">
+<tr id="i1035" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MMChainCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MMChainCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1011" class="rowColor">
+<tr id="i1036" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/MMChainFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">MMChainFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1012" class="altColor">
+<tr id="i1037" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MMCJ.html" title="class in org.apache.sysds.lops">MMCJ</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform cross product operation</div>
</th>
</tr>
-<tr id="i1013" class="rowColor">
+<tr id="i1038" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MMCJ.MMCJType.html" title="enum in org.apache.sysds.lops">MMCJ.MMCJType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1014" class="altColor">
+<tr id="i1039" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/MMFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">MMFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1015" class="rowColor">
+<tr id="i1040" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/estim/MMNode.html" title="class in org.apache.sysds.hops.estim">MMNode</a></td>
<th class="colLast" scope="row">
<div class="block">Helper class to represent matrix multiply operators in a DAG
along with references to its abstract data handles.</div>
</th>
</tr>
-<tr id="i1016" class="altColor">
+<tr id="i1041" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MMRJ.html" title="class in org.apache.sysds.lops">MMRJ</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform cross product operation</div>
</th>
</tr>
-<tr id="i1017" class="rowColor">
+<tr id="i1042" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MMTSJ.html" title="class in org.apache.sysds.lops">MMTSJ</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform transpose-identity operation (t(X)%*%X or X%*%t(X)),
@@ -4976,25 +5094,25 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
an additional Aggregate at the reducers.</div>
</th>
</tr>
-<tr id="i1018" class="altColor">
+<tr id="i1043" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MMTSJ.MMTSJType.html" title="enum in org.apache.sysds.lops">MMTSJ.MMTSJType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1019" class="rowColor">
+<tr id="i1044" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MMTSJCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MMTSJCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1020" class="altColor">
+<tr id="i1045" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/gpu/MMTSJGPUInstruction.html" title="class in org.apache.sysds.runtime.instructions.gpu">MMTSJGPUInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1021" class="rowColor">
+<tr id="i1046" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/lops/MMZip.html" title="class in org.apache.sysds.lops">MMZip</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform zip matrix multiplication</div>
</th>
</tr>
-<tr id="i1022" class="altColor">
+<tr id="i1047" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Modulus.html" title="class in org.apache.sysds.runtime.functionobjects">Modulus</a></td>
<th class="colLast" scope="row">
<div class="block">Integer modulus, where we adhere to the defined R semantics:
@@ -5002,212 +5120,226 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
("%% indicates x mod y and %/% indicates integer division.</div>
</th>
</tr>
-<tr id="i1023" class="rowColor">
+<tr id="i1048" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/parser/MultiAssignmentStatement.html" title="class in org.apache.sysds.parser">MultiAssignmentStatement</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1024" class="altColor">
+<tr id="i1049" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/bitmap/MultiColBitmap.html" title="class in org.apache.sysds.runtime.compress.bitmap">MultiColBitmap</a></td>
<th class="colLast" scope="row">
<div class="block">Uncompressed representation of one or more columns in bitmap format.</div>
</th>
</tr>
-<tr id="i1025" class="rowColor">
+<tr id="i1050" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/transform/encode/MultiColumnEncoder.html" title="class in org.apache.sysds.runtime.transform.encode">MultiColumnEncoder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1026" class="altColor">
+<tr id="i1051" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Multiply.html" title="class in org.apache.sysds.runtime.functionobjects">Multiply</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1027" class="rowColor">
+<tr id="i1052" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Multiply2.html" title="class in org.apache.sysds.runtime.functionobjects">Multiply2</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1028" class="altColor">
+<tr id="i1053" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MultiReturnBuiltinCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MultiReturnBuiltinCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1029" class="rowColor">
+<tr id="i1054" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/cp/MultiReturnParameterizedBuiltinCPInstruction.html" title="class in org.apache.sysds.runtime.instructions.cp">MultiReturnParameterizedBuiltinCPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1030" class="altColor">
+<tr id="i1055" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/MultiReturnParameterizedBuiltinFEDInstruction.html" title="class in org.apache.sysds.runtime.instructions.fed">MultiReturnParameterizedBuiltinFEDInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1031" class="rowColor">
+<tr id="i1056" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/MultiReturnParameterizedBuiltinFEDInstruction.CreateFrameEncoder.html" title="class in org.apache.sysds.runtime.instructions.fed">MultiReturnParameterizedBuiltinFEDInstruction.CreateFrameEncoder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1032" class="altColor">
+<tr id="i1057" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/fed/MultiReturnParameterizedBuiltinFEDInstruction.ExecuteFrameEncoder.html" title="class in org.apache.sysds.runtime.instructions.fed">MultiReturnParameterizedBuiltinFEDInstruction.ExecuteFrameEncoder</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1033" class="rowColor">
+<tr id="i1058" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MultiReturnParameterizedBuiltinSPInstruction.html" title="class in org.apache.sysds.runtime.instructions.spark">MultiReturnParameterizedBuiltinSPInstruction</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1034" class="altColor">
+<tr id="i1059" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuild2Function.html" title="class in org.apache.sysds.runtime.instructions.spark">MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuild2Function</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1035" class="rowColor">
+<tr id="i1060" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuildFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeBuildFunction</a></td>
<th class="colLast" scope="row">
<div class="block">This function pre-aggregates distinct values of recoded columns per partition (part of distributed recode map
construction, used for recoding, binning and dummy coding).</div>
</th>
</tr>
-<tr id="i1036" class="altColor">
+<tr id="i1061" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroup2Function.html" title="class in org.apache.sysds.runtime.instructions.spark">MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroup2Function</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1037" class="rowColor">
+<tr id="i1062" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/instructions/spark/MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroupFunction.html" title="class in org.apache.sysds.runtime.instructions.spark">MultiReturnParameterizedBuiltinSPInstruction.TransformEncodeGroupFunction</a></td>
<th class="colLast" scope="row">
<div class="block">This function assigns codes to globally distinct values of recoded columns and writes the resulting column map in
textcell (IJV) format to the output.</div>
</th>
</tr>
-<tr id="i1038" class="altColor">
+<tr id="i1063" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/hops/MultiThreadedHop.html" title="class in org.apache.sysds.hops">MultiThreadedHop</a></td>
<th class="colLast" scope="row">
<div class="block">Optional hop interface, to be implemented by multi-threaded hops.</div>
</th>
</tr>
-<tr id="i1039" class="rowColor">
+<tr id="i1064" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/MultiThreadedOperator.html" title="class in org.apache.sysds.runtime.matrix.operators">MultiThreadedOperator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1040" class="altColor">
+<tr id="i1065" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/lops/Nary.html" title="class in org.apache.sysds.lops">Nary</a></td>
<th class="colLast" scope="row">
<div class="block">Lop to perform an operation on a variable number of operands.</div>
</th>
</tr>
-<tr id="i1041" class="rowColor">
+<tr id="i1066" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/hops/NaryOp.html" title="class in org.apache.sysds.hops">NaryOp</a></td>
<th class="colLast" scope="row">
<div class="block">The NaryOp Hop allows for a variable number of operands.</div>
</th>
</tr>
-<tr id="i1042" class="altColor">
+<tr id="i1067" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/NativeHEHelper.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">NativeHEHelper</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1043" class="rowColor">
+<tr id="i1068" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/NativeHelper.html" title="class in org.apache.sysds.utils">NativeHelper</a></td>
<th class="colLast" scope="row">
<div class="block">This class helps in loading native library.</div>
</th>
</tr>
-<tr id="i1044" class="altColor">
+<tr id="i1069" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/utils/NativeHelper.NativeBlasState.html" title="enum in org.apache.sysds.utils">NativeHelper.NativeBlasState</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1045" class="rowColor">
+<tr id="i1070" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/utils/stats/NativeStatistics.html" title="class in org.apache.sysds.utils.stats">NativeStatistics</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1046" class="altColor">
+<tr id="i1071" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/paramserv/NetworkTrafficCounter.html" title="class in org.apache.sysds.runtime.controlprogram.paramserv">NetworkTrafficCounter</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1047" class="rowColor">
+<tr id="i1072" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/util/NormalPRNGenerator.html" title="class in org.apache.sysds.runtime.util">NormalPRNGenerator</a></td>
<th class="colLast" scope="row">
<div class="block">Class that can generate a stream of random numbers from standard
normal distribution N(0,1).</div>
</th>
</tr>
-<tr id="i1048" class="altColor">
+<tr id="i1073" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/Not.html" title="class in org.apache.sysds.runtime.functionobjects">Not</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1049" class="rowColor">
+<tr id="i1074" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/NotEquals.html" title="class in org.apache.sysds.runtime.functionobjects">NotEquals</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1050" class="altColor">
+<tr id="i1075" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/frame/data/iterators/ObjectRowIterator.html" title="class in org.apache.sysds.runtime.frame.data.iterators">ObjectRowIterator</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i1076" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetByte.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">OffsetByte</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1051" class="rowColor">
+<tr id="i1077" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetChar.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">OffsetChar</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1052" class="altColor">
+<tr id="i1078" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/functionobjects/OffsetColumnIndex.html" title="class in org.apache.sysds.runtime.functionobjects">OffsetColumnIndex</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1053" class="rowColor">
-<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetFactory.html" title="interface in org.apache.sysds.runtime.compress.colgroup.offset">OffsetFactory</a></td>
+<tr id="i1079" class="rowColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetEmpty.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">OffsetEmpty</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1054" class="altColor">
+<tr id="i1080" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetFactory.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">OffsetFactory</a></td>
+<th class="colLast" scope="row"> </th>
+</tr>
+<tr id="i1081" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetFactory.OFF_TYPE.html" title="enum in org.apache.sysds.runtime.compress.colgroup.offset">OffsetFactory.OFF_TYPE</a></td>
<th class="colLast" scope="row">
<div class="block">The specific underlying types of offsets.</div>
</th>
</tr>
-<tr id="i1055" class="rowColor">
+<tr id="i1082" class="altColor">
+<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetFactory.OFF_TYPE_SPECIALIZATIONS.html" title="enum in org.apache.sysds.runtime.compress.colgroup.offset">OffsetFactory.OFF_TYPE_SPECIALIZATIONS</a></td>
+<th class="colLast" scope="row">
+<div class="block">Specialized types of underlying offsets.</div>
+</th>
+</tr>
+<tr id="i1083" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetSingle.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">OffsetSingle</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1056" class="altColor">
+<tr id="i1084" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/colgroup/offset/OffsetTwo.html" title="class in org.apache.sysds.runtime.compress.colgroup.offset">OffsetTwo</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1057" class="rowColor">
+<tr id="i1085" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/workload/Op.html" title="class in org.apache.sysds.runtime.compress.workload">Op</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1058" class="altColor">
+<tr id="i1086" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/data/OperationsOnMatrixValues.html" title="class in org.apache.sysds.runtime.matrix.data">OperationsOnMatrixValues</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1059" class="rowColor">
+<tr id="i1087" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/matrix/operators/Operator.html" title="class in org.apache.sysds.runtime.matrix.operators">Operator</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1060" class="altColor">
+<tr id="i1088" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/privacy/propagation/OperatorType.html" title="enum in org.apache.sysds.runtime.privacy.propagation">OperatorType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1061" class="rowColor">
+<tr id="i1089" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/workload/OpMetadata.html" title="class in org.apache.sysds.runtime.compress.workload">OpMetadata</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1062" class="altColor">
+<tr id="i1090" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/workload/OpNormal.html" title="class in org.apache.sysds.runtime.compress.workload">OpNormal</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1063" class="rowColor">
+<tr id="i1091" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/compress/workload/OpSided.html" title="class in org.apache.sysds.runtime.compress.workload">OpSided</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1064" class="altColor">
+<tr id="i1092" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/OptimizationWrapper.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">OptimizationWrapper</a></td>
<th class="colLast" scope="row">
<div class="block">Wrapper to ParFOR cost estimation and optimizer.</div>
</th>
</tr>
-<tr id="i1065" class="rowColor">
+<tr id="i1093" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/Optimizer.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">Optimizer</a></td>
<th class="colLast" scope="row">
<div class="block">Generic optimizer super class that defines the interface of all implemented optimizers.</div>
</th>
</tr>
-<tr id="i1066" class="altColor">
+<tr id="i1094" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/Optimizer.CostModelType.html" title="enum in org.apache.sysds.runtime.controlprogram.parfor.opt">Optimizer.CostModelType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1067" class="rowColor">
+<tr id="i1095" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/Optimizer.PlanInputType.html" title="enum in org.apache.sysds.runtime.controlprogram.parfor.opt">Optimizer.PlanInputType</a></td>
<th class="colLast" scope="row"> </th>
</tr>
-<tr id="i1068" class="altColor">
+<tr id="i1096" class="altColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/OptimizerConstrained.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">OptimizerConstrained</a></td>
<th class="colLast" scope="row">
<div class="block">Rule-Based ParFor Optimizer (time: O(n)):
@@ -5216,14 +5348,14 @@ $('.navPadding').css('padding-top', $('.fixedNav').css("height"));
- see base class.</div>
</th>
</tr>
-<tr id="i1069" class="rowColor">
+<tr id="i1097" class="rowColor">
<td class="colFirst"><a href="org/apache/sysds/runtime/controlprogram/parfor/opt/OptimizerHeuristic.html" title="class in org.apache.sysds.runtime.controlprogram.parfor.opt">OptimizerHeuristic</a></td>
<th class="colLast" scope="row">
... 265174 lines suppressed ...
[systemds] 01/02: [MINOR] Fix Python End-to-end tutorial
Posted by ba...@apache.org.
This is an automated email from the ASF dual-hosted git repository.
baunsgaard pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/systemds.git
commit 27d6d666f0e2578d16b78fda5587e7c0bbf33e12
Author: baunsgaard <ba...@tugraz.at>
AuthorDate: Sun Nov 13 19:14:48 2022 +0100
[MINOR] Fix Python End-to-end tutorial
This commit updates the python end-to-end tutorial to work with the
slightly modified and improved data loader for the Adult dataset.
Also added while modifying is tests of the docs, to ensure future
stability of this particular tutorial.
Closes #1728
---
.../docs/source/code/guide/end_to_end/part1.py | 64 +++
.../docs/source/code/guide/end_to_end/part2.py | 65 +++
.../docs/source/guide/python_end_to_end_tut.rst | 483 +++------------------
.../python/systemds/examples/tutorials/adult.py | 13 +
.../tests/docs_test/test_end_to_end_tutorial.py | 51 +++
5 files changed, 245 insertions(+), 431 deletions(-)
diff --git a/src/main/python/docs/source/code/guide/end_to_end/part1.py b/src/main/python/docs/source/code/guide/end_to_end/part1.py
new file mode 100644
index 0000000000..4b45679049
--- /dev/null
+++ b/src/main/python/docs/source/code/guide/end_to_end/part1.py
@@ -0,0 +1,64 @@
+# -------------------------------------------------------------
+#
+# 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
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# 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.
+#
+# -------------------------------------------------------------
+from systemds.context import SystemDSContext
+from systemds.examples.tutorials.adult import DataManager
+from systemds.operator.algorithm import multiLogReg
+from systemds.operator.algorithm import multiLogRegPredict
+from systemds.operator.algorithm import confusionMatrix
+
+with SystemDSContext() as sds:
+ d = DataManager()
+
+ # limit the sample size
+ train_count = 15000
+ test_count = 5000
+
+ # Get train and test datasets.
+ X_frame, Y_frame, Xt_frame, Yt_frame = d.get_preprocessed_dataset(sds)
+
+ # Transformation specification
+ jspec_data = d.get_jspec(sds)
+ jspec_labels = sds.scalar(f'"{ {"recode": ["income"]} }"')
+
+ # Transform frames to matrices.
+ X, M1 = X_frame.transform_encode(spec=jspec_data)
+ Xt = Xt_frame.transform_apply(spec=jspec_data, meta=M1)
+ Y, M2 = Y_frame.transform_encode(spec=jspec_labels)
+ Yt = Yt_frame.transform_apply(spec=jspec_labels, meta=M2)
+
+ # Subsample to make training faster
+ X = X[0:train_count]
+ Y = Y[0:train_count]
+ Xt = Xt[0:test_count]
+ Yt = Yt[0:test_count]
+
+ # Train model
+ betas = multiLogReg(X, Y, verbose=False)
+
+ # Apply model
+ [_, y_pred, acc] = multiLogRegPredict(Xt, betas, Yt)
+
+ # Confusion Matrix
+ confusion_matrix_abs, _ = confusionMatrix(y_pred, Yt).compute()
+
+ import logging
+ logging.info("Confusion Matrix")
+ logging.info(confusion_matrix_abs)
diff --git a/src/main/python/docs/source/code/guide/end_to_end/part2.py b/src/main/python/docs/source/code/guide/end_to_end/part2.py
new file mode 100644
index 0000000000..73c7a6539f
--- /dev/null
+++ b/src/main/python/docs/source/code/guide/end_to_end/part2.py
@@ -0,0 +1,65 @@
+# -------------------------------------------------------------
+#
+# 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
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# 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.
+#
+# -------------------------------------------------------------
+from systemds.context import SystemDSContext
+from systemds.examples.tutorials.adult import DataManager
+from systemds.operator.algorithm import multiLogReg
+from systemds.operator.algorithm import multiLogRegPredict
+from systemds.operator.algorithm import confusionMatrix
+
+with SystemDSContext() as sds:
+ d = DataManager()
+
+ # limit the sample size
+ train_count = 15000
+ test_count = 5000
+
+ # Get train and test datasets.
+ X_frame, Y_frame, Xt_frame, Yt_frame = d.get_preprocessed_dataset(sds)
+
+ # Transformation specification
+ jspec_data = d.get_jspec(sds)
+ jspec_labels = sds.scalar(f'"{ {"recode": ["income"]} }"')
+
+ # Transform frames to matrices.
+ X, M1 = X_frame.transform_encode(spec=jspec_data)
+ Xt = Xt_frame.transform_apply(spec=jspec_data, meta=M1)
+ Y, M2 = Y_frame.transform_encode(spec=jspec_labels)
+ Yt = Yt_frame.transform_apply(spec=jspec_labels, meta=M2)
+
+ # Subsample to make training faster
+ X = X[0:train_count]
+ Y = Y[0:train_count]
+ Xt = Xt[0:test_count]
+ Yt = Yt[0:test_count]
+
+ # Load custom neural network
+ neural_net_src_path = "tests/examples/tutorials/neural_net_source.dml"
+ FFN_package = sds.source(neural_net_src_path, "fnn")
+
+ epochs = 1
+ batch_size = 16
+ learning_rate = 0.01
+ seed = 42
+
+ network = FFN_package.train(X, Y, epochs, batch_size, learning_rate, seed)
+
+ network.write('tests/examples/docs_test/end_to_end/').compute()
+
diff --git a/src/main/python/docs/source/guide/python_end_to_end_tut.rst b/src/main/python/docs/source/guide/python_end_to_end_tut.rst
index 148d01e807..2a8cb9fb76 100644
--- a/src/main/python/docs/source/guide/python_end_to_end_tut.rst
+++ b/src/main/python/docs/source/guide/python_end_to_end_tut.rst
@@ -27,9 +27,8 @@ For this, we want to use the `Adult <https://archive.ics.uci.edu/ml/datasets/adu
The Adult dataset contains attributes like age, workclass, education, marital-status, occupation, race, [...] and the labels >50K or <=50K.
Most of these features are categorical string values, but the dataset also includes continuous features.
For this, we define three different levels with an increasing level of detail with regard to features provided by SystemDS.
-In the first level, we simply get an already preprocessed dataset from a DatasetManager.
-The second level, shows the built-in preprocessing capabilities of SystemDS.
-With the third level, we want to show how we can integrate custom-built networks or algorithms into our Python program.
+In the first level, shows the built-in preprocessing capabilities of SystemDS.
+With the second level, we want to show how we can integrate custom-built networks or algorithms into our Python program.
Prerequisite:
@@ -38,46 +37,28 @@ Prerequisite:
Level 1
-------
-This example shows how one can work with NumPy data within the SystemDS framework. More precisely, we will make use of the
-built-in DataManager, Multinomial Logistic Regression function, and the Confusion Matrix function. The dataset used in this
-tutorial is a preprocessed version of the "UCI Adult Data Set". If you are interested in data preprocessing, take a look at level 2.
+This example shows how one can work the SystemDS framework.
+More precisely, we will make use of the built-in DataManager, Multinomial Logistic Regression function, and the Confusion Matrix function.
+The dataset used in this tutorial is a preprocessed version of the "UCI Adult Data Set".
If one wants to skip the explanation then the full script is available at the end of this level.
-We will train a Multinomial Logistic Regression model on the training dataset and subsequently we will use the test dataset
+We will train a Multinomial Logistic Regression model on the training dataset and subsequently use the test dataset
to assess how well our model can predict if the income is above or below $50K/yr based on the features.
Step 1: Load and prepare data
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
First, we get our training and testing data from the built-in DataManager. Since the multiLogReg function requires the
labels (Y) to be > 0, we add 1 to all labels. This ensures that the smallest label is >= 1. Additionally we will only take
a fraction of the training and test set into account to speed up the execution.
-.. code-block:: python
-
- from systemds.context import SystemDSContext
- from systemds.examples.tutorials.adult import DataManager
-
- sds = SystemDSContext()
- d = DataManager()
-
- # limit the sample size
- train_count = 15000
- test_count = 5000
+.. include:: ../code/guide/end_to_end/part1.py
+ :code: python
+ :start-line: 20
+ :end-line: 51
- train_data, train_labels, test_data, test_labels = d.get_preprocessed_dataset(interpolate=True, standardize=True, dimred=0.1)
-
- # Train data
- X = sds.from_numpy(train_data[:train_count])
- Y = sds.from_numpy(train_labels[:train_count])
- Y = Y + 1.0
-
- # Test data
- Xt = sds.from_numpy(test_data[:test_count])
- Yt = sds.from_numpy(test_labels[:test_count])
- Yt = Yt + 1.0
-
-Here the DataManager contains the code for downloading and setting up NumPy arrays containing the data.
-It is noteworthy that the function get_preprocessed_dataset has options for basic standardization, interpolation, and combining categorical features inside one column whose occurrences are below a certain threshold.
+Here the DataManager contains the code for downloading and setting up either Pandas DataFrames or internal SystemDS Frames,
+for the best performance and no data transfer from pandas to SystemDS it is recommended to read directly from disk into SystemDS.
Step 2: Training
~~~~~~~~~~~~~~~~
@@ -85,20 +66,20 @@ Step 2: Training
Now that we prepared the data, we can use the multiLogReg function. First, we will train the model on our
training data. Afterward, we can make predictions on the test data and assess the performance of the model.
-.. code-block:: python
-
- from systemds.operator.algorithm import multiLogReg
- betas = multiLogReg(X, Y)
+.. include:: ../code/guide/end_to_end/part1.py
+ :code: python
+ :start-line: 53
+ :end-line: 54
Note that nothing has been calculated yet. In SystemDS the calculation is executed once compute() is called.
E.g. betas_res = betas.compute().
We can now use the trained model to make predictions on the test data.
-.. code-block:: python
-
- from systemds.operator.algorithm import multiLogRegPredict
- [_, y_pred, acc] = multiLogRegPredict(Xt, betas, Yt)
+.. include:: ../code/guide/end_to_end/part1.py
+ :code: python
+ :start-line: 56
+ :end-line: 57
The multiLogRegPredict function has three return values:
- m, a matrix with the mean probability of correctly classifying each label. We do not use it further in this example.
@@ -113,356 +94,36 @@ which classes the model has difficulties separating.
The confusionMatrix function takes the predicted labels and the true labels. It then returns the confusion matrix
for the predictions and the confusion matrix averages of each true class.
-.. code-block:: python
-
- from systemds.operator.algorithm import confusionMatrix
- confusion_matrix_abs, _ = confusionMatrix(y_pred, Yt).compute()
- print(confusion_matrix_abs)
+.. include:: ../code/guide/end_to_end/part1.py
+ :code: python
+ :start-line: 59
+ :end-line: 60
Full Script
~~~~~~~~~~~
In the full script, some steps are combined to reduce the overall script.
-.. code-block:: python
-
- import numpy as np
- from systemds.context import SystemDSContext
- from systemds.examples.tutorials.adult import DataManager
- from systemds.operator.algorithm import multiLogReg, multiLogRegPredict, confusionMatrix
-
- sds = SystemDSContext()
- d = DataManager()
-
- # limit the sample size
- train_count = 15000
- test_count = 5000
-
- train_data, train_labels, test_data, test_labels = d.get_preprocessed_dataset(interpolate=True, standardize=True, dimred=0.1)
-
- # Train data
- X = sds.from_numpy(train_data[:train_count])
- Y = sds.from_numpy(train_labels[:train_count])
- Y = Y + 1.0
-
- # Test data
- Xt = sds.from_numpy(test_data[:test_count])
- Yt = sds.from_numpy(test_labels[:test_count])
- Yt = Yt + 1.0
-
- betas = multiLogReg(X, Y)
- [_, y_pred, acc] = multiLogRegPredict(Xt, betas, Yt)
-
- confusion_matrix_abs, _ = confusionMatrix(y_pred, Yt).compute()
- print(confusion_matrix_abs)
+.. include:: ../code/guide/end_to_end/part1.py
+ :code: python
+ :start-line: 20
+ :end-line: 65
Level 2
-------
-This part of the tutorial shows an overview of the preprocessing capabilities that SystemDS has to offer.
-We will take an unprocessed dataset using the csv format and read it with SystemDS. Then do the heavy lifting for the preprocessing with SystemDS.
-As mentioned before, we want to use the Adult dataset for this task.
-If one wants to skip the explanation, then the full script is available at the end of this level.
-
-Step 1: Metadata and reading
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-First of all, we need to download the dataset and create a mtd-file for specifying different metadata about the dataset.
-We download the train and test dataset from: https://archive.ics.uci.edu/ml/datasets/adult
-
-The downloaded dataset will be slightly modified for convenience. These modifications entail removing unnecessary newlines at the end of the files and
-adding column names at the top of the files such that the first line looks like:
-
-.. code-block::
-
- age,workclass,fnlwgt,education,education-num,marital-status,occupation,relationship,race,sex,capital-gain,capital-loss,hours-per-week,native-country,income
-
-We also delete the line holding the string value Cross validator inside the test dataset.
-
-After these modifications, we have to define a mtd file for each file we want to read. This mtd file has to be in the same directory as the dataset.
-In this particular example, the dataset is split into two files "train_data.csv" and "test_data.csv". We want to read both, which means that we will define a mtd file for
-each of them. Those files will be called "train_data.csv.mtd" and "test_data.csv.mtd".
-In these files, we can define certain properties that the file has and also specify which values are supposed to get treated like missing values.
-
-The content of the train_data.csv.mtd file is:
-
-.. code-block::
-
- {
- "data_type": "frame",
- "format": "csv",
- "header": true,
- "naStrings": [ "?", "" ],
- "rows": 32561,
- "cols": 15
- }
-
-The "format" of the file is csv, and "header" is set to true because we added the feature names as headers to the csv files.
-The value "data_type" is set to frame, as the preprocessing functions that we use require this datatype.
-The value of "naStrings" is a list of all the string values that should be treated as unknown values during the preprocessing.
-Also, "rows" in our example is set to 32561, as we have this many entries and "cols" is set to 15 as we have 14 features, and one label column inside the files. We will later show how we can split them.
-
-After these requirements are completed, we have to define a SystemDSContext for reading our dataset. We can do this in the following way:
-
-.. code-block:: python
-
- sds = SystemDSContext()
-
- train_count = 32561
- test_count = 16281
-
-With this context we can now define a read operation using the path of the dataset and a schema.
-The schema simply defines the data types for each column.
-
-As already mentioned, SystemDS supports lazy execution by default, which means that the read operation is only executed after calling the compute() function.
-
-.. code-block:: python
-
- SCHEMA = '"DOUBLE,STRING,DOUBLE,STRING,DOUBLE,STRING,STRING,STRING,STRING,STRING,DOUBLE,DOUBLE,DOUBLE,STRING,STRING"'
-
- dataset_path_train = "adult/train_data.csv"
- dataset_path_test = "adult/test_data.csv"
-
- F1 = sds.read(
- dataset_path_train,
- schema=SCHEMA
- )
- F2 = sds.read(
- dataset_path_test,
- schema=SCHEMA
- )
-
-Step 2: Defining preprocess operations
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-Now that the read operation has been declared, we can define an additional file for the further preprocessing of the dataset.
-For this, we create a .json file that holds information about the operations that will be performed on individual columns.
-For the sake of this tutorial we will use the file "jspec.json" with the following content:
-
-.. code-block::
-
- {
- "impute":
- [ { "name": "age", "method": "global_mean" }
- ,{ "name": "workclass" , "method": "global_mode" }
- ,{ "name": "fnlwgt", "method": "global_mean" }
- ,{ "name": "education", "method": "global_mode" }
- ,{ "name": "education-num", "method": "global_mean" }
- ,{ "name": "marital-status" , "method": "global_mode" }
- ,{ "name": "occupation" , "method": "global_mode" }
- ,{ "name": "relationship" , "method": "global_mode" }
- ,{ "name": "race" , "method": "global_mode" }
- ,{ "name": "sex" , "method": "global_mode" }
- ,{ "name": "capital-gain", "method": "global_mean" }
- ,{ "name": "capital-loss", "method": "global_mean" }
- ,{ "name": "hours-per-week", "method": "global_mean" }
- ,{ "name": "native-country" , "method": "global_mode" }
- ],
- "bin": [ { "name": "age" , "method": "equi-width", "numbins": 3 }],
- "dummycode": ["age", "workclass", "education", "marital-status", "occupation", "relationship", "race", "sex", "native-country"],
- "recode": ["income"]
- }
-
-Our dataset has missing values. An easy way to deal with that circumstance is to use the "impute" option that SystemDS supports.
-We simply pass a list that holds all the relations between column names and the method of interpolation. A more specific example is the "education" column.
-In the dataset certain entries have missing values for this column. As this is a string feature,
-we can simply define the method as "global_mode" and replace every missing value with the global mode inside this column. It is important to note that
-we first had to define the values of the missing strings in our selected dataset using the .mtd files (naStrings": [ "?", "" ]).
-
-With the "bin" keyword we can discretize continuous values into a small number of bins. Here the column with age values
-is discretized into three age intervals. The only method that is currently supported is equi-width binning.
-
-The column-level data transformation "dummycode" allows us to one-hot-encode a column.
-In our example we first bin the "age" column into 3 different bins. This means that we now have one column where one entry can belong to one of 3 age groups. After using
-"dummycode", we transform this one column into 3 different columns, one for each bin.
-
-At last, we make use of the "recode" transformation for categorical columns, it maps all distinct categories in
-the column into consecutive numbers, starting from 1. In our example we recode the "income" column, which
-transforms it from "<=$50K" and ">$50K" to "1" and "2" respectively.
-
-Another good resource for further ways of processing is: https://apache.github.io/systemds/site/dml-language-reference.html
-
-There we provide different examples for defining jspec's and what functionality is currently supported.
-
-After defining the .jspec file we can read it by passing the filepath, data_type and value_type using the following command:
-
-.. code-block:: python
-
- dataset_jspec = "adult/jspec.json"
- jspec = sds.read(dataset_jspec, data_type="scalar", value_type="string")
-
-Finally, we need to define a custom dml file to split the features from the labels and replace certain values, which we will need later.
-We will call this file "preprocess.dml":
-
-.. code-block::
-
- get_X = function(matrix[double] X, int start, int stop)
- return (matrix[double] returnVal) {
- returnVal = X[start:stop,1:ncol(X)-1]
- }
- get_Y = function(matrix[double] X, int start, int stop)
- return (matrix[double] returnVal) {
- returnVal = X[start:stop,ncol(X):ncol(X)]
- }
- replace_value = function(matrix[double] X, double pattern , double replacement)
- return (matrix[double] returnVal) {
- returnVal = replace(target=X, pattern=pattern, replacement=replacement)
- }
-
-The get_X function simply extracts every column except the last one and can also be used to pick certain slices from the dataset.
-The get_Y function only extracts the last column, which in our case holds the labels. Replace_value is used to replace a double value with another double.
-The preprocess.dml file can be read with the following command:
-
-.. code-block:: python
-
- preprocess_src_path = "preprocess.dml"
- PREPROCESS_package = sds.source(preprocess_src_path, "preprocess", print_imported_methods=True)
-
-The print_imported_methods flag can be used to verify whether every method has been parsed correctly.
-
-Step 3: Applying the preprocessing steps
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-Generally speaking, we would use the transform_encode function on the train dataset and with the returned encoding call the transform_apply function on the test dataset.
-In the case of the Adult dataset, we have inconsistent label names inside the test dataset and the train dataset, which is why we will show how we can deal with that using SystemDS.
-First of all, we combine the train and the test dataset by using the rbind() function. This function simply appends the Frame F2 at the end of Frame F1.
-This is necessary to ensure that the encoding is identical between train and test dataset.
-
-.. code-block:: python
-
- X1 = F1.rbind(F2)
-
-In order to use our jspec file we can apply the transform_encode() function. We simply have to pass the read .json file from before.
-In our particular case we obtain the Matrix X1 and the Frame M1 from the operation. X1 holds all the encoded values and M1 holds a mapping between the encoded values
-and all the initial values. Columns that have not been specified in the .json file were not altered.
-
-.. code-block:: python
-
- X1, M1 = X1.transform_encode(spec=jspec)
-
-We now can use the previously parsed dml file for splitting the dataset and unifying the inconsistent labels. It is noteworthy that the
-file is parsed such that we can directly call the function names from the Python API.
-
-.. code-block:: python
-
- X = PREPROCESS_package.get_X(X1, 1, train_count)
- Y = PREPROCESS_package.get_Y(X1, 1, train_count)
-
- Xt = PREPROCESS_package.get_X(X1, train_count, train_count+test_count)
- Yt = PREPROCESS_package.get_Y(X1, train_count, train_count+test_count)
-
- Yt = PREPROCESS_package.replace_value(Yt, 3.0, 1.0)
- Yt = PREPROCESS_package.replace_value(Yt, 4.0, 2.0)
-
-Step 4: Training and confusion matrix
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-Now that we prepared the data we can use the multiLogReg function.
-These steps are identical to step 2 and 3 that have already been described in level 1 of this tutorial.
-
-.. code-block:: python
-
- from systemds.operator.algorithm import multiLogReg
- from systemds.operator.algorithm import confusionMatrix
- from systemds.operator.algorithm import multiLogRegPredict
- betas = multiLogReg(X, Y)
- [_, y_pred, acc] = multiLogRegPredict(Xt, betas, Yt)
- confusion_matrix_abs, _ = confusionMatrix(y_pred, Yt).compute()
- print(confusion_matrix_abs)
-
-Full Script
-~~~~~~~~~~~
-
-The complete script now can be seen here:
-
-.. code-block:: python
-
- import numpy as np
- from systemds.context import SystemDSContext
- from systemds.operator.algorithm import multiLogReg, multiLogRegPredict, confusionMatrix
-
- train_count = 32561
- test_count = 16281
-
- dataset_path_train = "adult/train_data.csv"
- dataset_path_test = "adult/test_data.csv"
- dataset_jspec = "adult/jspec.json"
- preprocess_src_path = "preprocess.dml"
-
- sds = SystemDSContext()
-
- SCHEMA = '"DOUBLE,STRING,DOUBLE,STRING,DOUBLE,STRING,STRING,STRING,STRING,STRING,DOUBLE,DOUBLE,DOUBLE,STRING,STRING"'
-
- F1 = sds.read(dataset_path_train, schema=SCHEMA)
- F2 = sds.read(dataset_path_test, schema=SCHEMA)
-
- jspec = sds.read(dataset_jspec, data_type="scalar", value_type="string")
- PREPROCESS_package = sds.source(preprocess_src_path, "preprocess", print_imported_methods=True)
-
- X1 = F1.rbind(F2)
- X1, M1 = X1.transform_encode(spec=jspec)
-
- X = PREPROCESS_package.get_X(X1, 1, train_count)
- Y = PREPROCESS_package.get_Y(X1, 1, train_count)
-
- Xt = PREPROCESS_package.get_X(X1, train_count, train_count+test_count)
- Yt = PREPROCESS_package.get_Y(X1, train_count, train_count+test_count)
-
- Yt = PREPROCESS_package.replace_value(Yt, 3.0, 1.0)
- Yt = PREPROCESS_package.replace_value(Yt, 4.0, 2.0)
-
- betas = multiLogReg(X, Y)
-
- [_, y_pred, acc] = multiLogRegPredict(Xt, betas, Yt)
-
- confusion_matrix_abs, _ = confusionMatrix(y_pred, Yt).compute()
- print(confusion_matrix_abs)
-
-Level 3
--------
-
In this level we want to show how we can integrate a custom built algorithm using the Python API.
For this we will introduce another dml file, which can be used to train a basic feed forward network.
Step 1: Obtain data
~~~~~~~~~~~~~~~~~~~
-For the whole data setup please refer to level 2, Step 1 to 3, as these steps are identical.
-
-.. code-block:: python
-
- import numpy as np
- from systemds.context import SystemDSContext
-
- train_count = 32561
- test_count = 16281
-
- dataset_path_train = "adult/train_data.csv"
- dataset_path_test = "adult/test_data.csv"
- dataset_jspec = "adult/jspec.json"
- preprocess_src_path = "preprocess.dml"
-
- sds = SystemDSContext()
+For the whole data setup please refer to level 1, Step 1, as these steps are identical.
- SCHEMA = '"DOUBLE,STRING,DOUBLE,STRING,DOUBLE,STRING,STRING,STRING,STRING,STRING,DOUBLE,DOUBLE,DOUBLE,STRING,STRING"'
-
- F1 = sds.read(dataset_path_train, schema=SCHEMA)
- F2 = sds.read(dataset_path_test, schema=SCHEMA)
-
- jspec = sds.read(dataset_jspec, data_type="scalar", value_type="string")
- PREPROCESS_package = sds.source(preprocess_src_path, "preprocess", print_imported_methods=True)
-
- X1 = F1.rbind(F2)
- X1, M1 = X1.transform_encode(spec=jspec)
-
- X = PREPROCESS_package.get_X(X1, 1, train_count)
- Y = PREPROCESS_package.get_Y(X1, 1, train_count)
-
- Xt = PREPROCESS_package.get_X(X1, train_count, train_count+test_count)
- Yt = PREPROCESS_package.get_Y(X1, train_count, train_count+test_count)
-
- Yt = PREPROCESS_package.replace_value(Yt, 3.0, 1.0)
- Yt = PREPROCESS_package.replace_value(Yt, 4.0, 2.0)
+.. include:: ../code/guide/end_to_end/part2.py
+ :code: python
+ :start-line: 20
+ :end-line: 51
Step 2: Load the algorithm
~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -475,9 +136,11 @@ The file can be found here:
- :doc:tests/examples/tutorials/neural_net_source.dml
-.. code-block:: python
+.. include:: ../code/guide/end_to_end/part2.py
+ :code: python
+ :start-line: 54
+ :end-line: 55
- FFN_package = sds.source(neural_net_src_path, "fnn", print_imported_methods=True))
Step 3: Training the neural network
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -488,14 +151,11 @@ Then we need to set the hyperparameters of the model.
We choose to train for 1 epoch with a batch size of 16 and a learning rate of 0.01, which are common parameters for neural networks.
The seed argument ensures that running the code again yields the same results.
-.. code-block:: python
+.. include:: ../code/guide/end_to_end/part2.py
+ :code: python
+ :start-line: 61
+ :end-line: 62
- epochs = 1
- batch_size = 16
- learning_rate = 0.01
- seed = 42
-
- network = FFN_package.train(X, Y, epochs, batch_size, learning_rate, seed)
Step 4: Saving the model
~~~~~~~~~~~~~~~~~~~~~~~~
@@ -504,58 +164,19 @@ For later usage, we can save the trained model.
We only need to specify the name of our model and the file path.
This call stores the weights and biases of our model.
-.. code-block:: python
+.. include:: ../code/guide/end_to_end/part2.py
+ :code: python
+ :start-line: 64
+ :end-line: 65
- FFN_package.save_model(network, '"model/python_FFN/"').compute(verbose=True)
-Full Script
-~~~~~~~~~~~
+Full Script NN
+~~~~~~~~~~~---
The complete script now can be seen here:
-.. code-block:: python
-
- import numpy as np
- from systemds.context import SystemDSContext
-
- train_count = 32561
- test_count = 16281
-
- dataset_path_train = "adult/train_data.csv"
- dataset_path_test = "adult/test_data.csv"
- dataset_jspec = "adult/jspec.json"
- preprocess_src_path = "preprocess.dml"
- neural_net_src_path = "neural_net_source.dml"
-
- sds = SystemDSContext()
-
- SCHEMA = '"DOUBLE,STRING,DOUBLE,STRING,DOUBLE,STRING,STRING,STRING,STRING,STRING,DOUBLE,DOUBLE,DOUBLE,STRING,STRING"'
-
- F1 = sds.read(dataset_path_train, schema=SCHEMA)
- F2 = sds.read(dataset_path_test, schema=SCHEMA)
-
- jspec = sds.read(dataset_jspec, data_type="scalar", value_type="string")
- PREPROCESS_package = sds.source(preprocess_src_path, "preprocess", print_imported_methods=True)
-
- X1 = F1.rbind(F2)
- X1, M1 = X1.transform_encode(spec=jspec)
-
- X = PREPROCESS_package.get_X(X1, 1, train_count)
- Y = PREPROCESS_package.get_Y(X1, 1, train_count)
-
- Xt = PREPROCESS_package.get_X(X1, train_count, train_count+test_count)
- Yt = PREPROCESS_package.get_Y(X1, train_count, train_count+test_count)
-
- Yt = PREPROCESS_package.replace_value(Yt, 3.0, 1.0)
- Yt = PREPROCESS_package.replace_value(Yt, 4.0, 2.0)
-
- FFN_package = sds.source(neural_net_src_path, "fnn", print_imported_methods=True)
-
- epochs = 1
- batch_size = 16
- learning_rate = 0.01
- seed = 42
-
- network = FFN_package.train(X, Y, epochs, batch_size, learning_rate, seed)
- FFN_package.save_model(network, '"model/python_FFN/"').compute(verbose=True)
\ No newline at end of file
+.. include:: ../code/guide/end_to_end/part2.py
+ :code: python
+ :start-line: 20
+ :end-line: 64
diff --git a/src/main/python/systemds/examples/tutorials/adult.py b/src/main/python/systemds/examples/tutorials/adult.py
index cf0e05963f..dae27c874f 100644
--- a/src/main/python/systemds/examples/tutorials/adult.py
+++ b/src/main/python/systemds/examples/tutorials/adult.py
@@ -20,6 +20,7 @@
# -------------------------------------------------------------
import os
+from typing import List
import zipfile
import pandas as pd
@@ -53,6 +54,18 @@ class DataManager:
self._test_data_loc = "systemds/examples/tutorials/adult/test_data.csv"
self._jspec_loc = "systemds/examples/tutorials/adult/jspec.json"
+ def get_preprocessed_dataset(self, sds: SystemDSContext) -> List[pd.DataFrame]:
+ return self.get_train_data(sds), \
+ self.get_train_labels(sds), \
+ self.get_test_data(sds), \
+ self.get_test_labels(sds)
+
+ def get_preprocessed_dataset_pandas(self, sds: SystemDSContext) -> List[pd.DataFrame]:
+ return self.get_train_data_pandas(sds), \
+ self.get_train_labels_pandas(sds), \
+ self.get_test_data_pandas(sds), \
+ self.get_test_labels_pandas(sds)
+
def get_train_data_pandas(self) -> pd.DataFrame:
self._get_data(self._train_data_loc)
return self._parse_data(self._train_data_loc)\
diff --git a/src/main/python/tests/docs_test/test_end_to_end_tutorial.py b/src/main/python/tests/docs_test/test_end_to_end_tutorial.py
new file mode 100644
index 0000000000..85f71bb1f1
--- /dev/null
+++ b/src/main/python/tests/docs_test/test_end_to_end_tutorial.py
@@ -0,0 +1,51 @@
+
+
+# -------------------------------------------------------------
+#
+# 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
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# 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.
+#
+# -------------------------------------------------------------
+
+import logging
+import shutil
+import unittest
+
+logging.getLogger("root").setLevel(50)
+
+
+class TestEndToEnd(unittest.TestCase):
+
+ network_dir: str = "tests/examples/docs_test/end_to_end"
+
+ @classmethod
+ def setUpClass(cls):
+ shutil.rmtree(cls.network_dir, ignore_errors=True)
+
+ @classmethod
+ def tearDownClass(cls):
+ shutil.rmtree(cls.network_dir, ignore_errors=True)
+
+ def test_part_1(self):
+ import docs.source.code.guide.end_to_end.part1
+
+ def test_part_2(self):
+ import docs.source.code.guide.end_to_end.part2
+
+
+if __name__ == "__main__":
+ unittest.main(exit=False)