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| <h2 title="Class RDDConverterUtils" class="title">Class RDDConverterUtils</h2> |
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| <pre>public class <span class="typeNameLabel">RDDConverterUtils</span> |
| extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></pre> |
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| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.BinaryCellToBinaryBlockFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">RDDConverterUtils.BinaryCellToBinaryBlockFunction</a></span></code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.DataFrameExtractIDFunction.html" title="class in org.apache.sysds.runtime.instructions.spark.utils">RDDConverterUtils.DataFrameExtractIDFunction</a></span></code> </td> |
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| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#DF_ID_COLUMN">DF_ID_COLUMN</a></span></code> </td> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#RDDConverterUtils--">RDDConverterUtils</a></span>()</code> </td> |
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| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span><span id="t6" class="tableTab"><span><a href="javascript:show(32);">Deprecated Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
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| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#binaryBlockToCsv-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-org.apache.sysds.runtime.io.FileFormatPropertiesCSV-boolean-">binaryBlockToCsv</a></span>(org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcIn, |
| <a href="../../../../../../../org/apache/sysds/runtime/io/FileFormatPropertiesCSV.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesCSV</a> props, |
| boolean strict)</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>static org.apache.spark.sql.Dataset<org.apache.spark.sql.Row></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#binaryBlockToDataFrame-org.apache.spark.sql.SparkSession-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-">binaryBlockToDataFrame</a></span>(org.apache.spark.sql.SparkSession sparkSession, |
| org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean toVector)</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>static org.apache.spark.sql.Dataset<org.apache.spark.sql.Row></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#binaryBlockToDataFrame-org.apache.spark.sql.SQLContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-">binaryBlockToDataFrame</a></span>(org.apache.spark.sql.SQLContext sqlContext, |
| org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean toVector)</code> |
| <div class="block"><span class="deprecatedLabel">Deprecated.</span> </div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaRDD<org.apache.spark.ml.feature.LabeledPoint></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#binaryBlockToLabeledPoints-org.apache.spark.api.java.JavaPairRDD-">binaryBlockToLabeledPoints</a></span>(org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in)</code> |
| <div class="block">Converter from binary block rdd to rdd of labeled points.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#binaryBlockToTextCell-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-">binaryBlockToTextCell</a></span>(org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc)</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#binaryCellToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-">binaryCellToBinaryBlock</a></span>(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixCell.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixCell</a>> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOut, |
| boolean outputEmptyBlocks)</code> </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#csvToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-java.lang.String-boolean-double-java.util.Set-">csvToBinaryBlock</a></span>(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaPairRDD<org.apache.hadoop.io.LongWritable,org.apache.hadoop.io.Text> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean hasHeader, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> delim, |
| boolean fill, |
| double fillValue, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> naStrings)</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#csvToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-java.lang.String-boolean-double-java.util.Set-">csvToBinaryBlock</a></span>(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOut, |
| boolean hasHeader, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> delim, |
| boolean fill, |
| double fillValue, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> naStrings)</code> </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#dataFrameToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.sql.Dataset-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-boolean-">dataFrameToBinaryBlock</a></span>(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> df, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean containsID, |
| boolean isVector)</code> </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>static void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#libsvmToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-java.lang.String-java.lang.String-java.lang.String-org.apache.sysds.runtime.meta.DataCharacteristics-">libsvmToBinaryBlock</a></span>(org.apache.spark.api.java.JavaSparkContext sc, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> pathIn, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> pathX, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> pathY, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOutX)</code> |
| <div class="block">Converts a libsvm text input file into two binary block matrices for features |
| and labels, and saves these to the specified output files.</div> |
| </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD<org.apache.hadoop.io.LongWritable,org.apache.hadoop.io.Text></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#stringToSerializableText-org.apache.spark.api.java.JavaPairRDD-">stringToSerializableText</a></span>(org.apache.spark.api.java.JavaPairRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> in)</code> </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/sysds/runtime/instructions/spark/utils/RDDConverterUtils.html#textCellToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-org.apache.sysds.runtime.io.FileFormatPropertiesMM-">textCellToBinaryBlock</a></span>(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaPairRDD<org.apache.hadoop.io.LongWritable,org.apache.hadoop.io.Text> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOut, |
| boolean outputEmptyBlocks, |
| <a href="../../../../../../../org/apache/sysds/runtime/io/FileFormatPropertiesMM.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesMM</a> mmProps)</code> </td> |
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| <code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
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| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../../constant-values.html#org.apache.sysds.runtime.instructions.spark.utils.RDDConverterUtils.DF_ID_COLUMN">Constant Field Values</a></dd> |
| </dl> |
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| <h4>RDDConverterUtils</h4> |
| <pre>public RDDConverterUtils()</pre> |
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| <h4>textCellToBinaryBlock</h4> |
| <pre>public static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> textCellToBinaryBlock(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaPairRDD<org.apache.hadoop.io.LongWritable,org.apache.hadoop.io.Text> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOut, |
| boolean outputEmptyBlocks, |
| <a href="../../../../../../../org/apache/sysds/runtime/io/FileFormatPropertiesMM.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesMM</a> mmProps)</pre> |
| </li> |
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| <a name="binaryCellToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-"> |
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| <h4>binaryCellToBinaryBlock</h4> |
| <pre>public static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> binaryCellToBinaryBlock(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixCell.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixCell</a>> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOut, |
| boolean outputEmptyBlocks)</pre> |
| </li> |
| </ul> |
| <a name="binaryBlockToLabeledPoints-org.apache.spark.api.java.JavaPairRDD-"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>binaryBlockToLabeledPoints</h4> |
| <pre>public static org.apache.spark.api.java.JavaRDD<org.apache.spark.ml.feature.LabeledPoint> binaryBlockToLabeledPoints(org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in)</pre> |
| <div class="block">Converter from binary block rdd to rdd of labeled points. Note that the input needs to be |
| reblocked to satisfy the 'clen <= blen' constraint.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>in</code> - matrix as <code>JavaPairRDD<MatrixIndexes, MatrixBlock></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>JavaRDD of labeled points</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="binaryBlockToTextCell-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-"> |
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| <h4>binaryBlockToTextCell</h4> |
| <pre>public static org.apache.spark.api.java.JavaRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> binaryBlockToTextCell(org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc)</pre> |
| </li> |
| </ul> |
| <a name="binaryBlockToCsv-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-org.apache.sysds.runtime.io.FileFormatPropertiesCSV-boolean-"> |
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| </a> |
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| <li class="blockList"> |
| <h4>binaryBlockToCsv</h4> |
| <pre>public static org.apache.spark.api.java.JavaRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> binaryBlockToCsv(org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcIn, |
| <a href="../../../../../../../org/apache/sysds/runtime/io/FileFormatPropertiesCSV.html" title="class in org.apache.sysds.runtime.io">FileFormatPropertiesCSV</a> props, |
| boolean strict)</pre> |
| </li> |
| </ul> |
| <a name="csvToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-java.lang.String-boolean-double-java.util.Set-"> |
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| <h4>csvToBinaryBlock</h4> |
| <pre>public static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> csvToBinaryBlock(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaPairRDD<org.apache.hadoop.io.LongWritable,org.apache.hadoop.io.Text> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean hasHeader, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> delim, |
| boolean fill, |
| double fillValue, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> naStrings)</pre> |
| </li> |
| </ul> |
| <a name="csvToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.api.java.JavaRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-java.lang.String-boolean-double-java.util.Set-"> |
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| <h4>csvToBinaryBlock</h4> |
| <pre>public static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> csvToBinaryBlock(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.api.java.JavaRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> input, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOut, |
| boolean hasHeader, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> delim, |
| boolean fill, |
| double fillValue, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> naStrings)</pre> |
| </li> |
| </ul> |
| <a name="dataFrameToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-org.apache.spark.sql.Dataset-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-boolean-"> |
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| </a> |
| <ul class="blockList"> |
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| <h4>dataFrameToBinaryBlock</h4> |
| <pre>public static org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> dataFrameToBinaryBlock(org.apache.spark.api.java.JavaSparkContext sc, |
| org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> df, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean containsID, |
| boolean isVector)</pre> |
| </li> |
| </ul> |
| <a name="binaryBlockToDataFrame-org.apache.spark.sql.SparkSession-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-"> |
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| <h4>binaryBlockToDataFrame</h4> |
| <pre>public static org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> binaryBlockToDataFrame(org.apache.spark.sql.SparkSession sparkSession, |
| org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean toVector)</pre> |
| </li> |
| </ul> |
| <a name="binaryBlockToDataFrame-org.apache.spark.sql.SQLContext-org.apache.spark.api.java.JavaPairRDD-org.apache.sysds.runtime.meta.DataCharacteristics-boolean-"> |
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| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>binaryBlockToDataFrame</h4> |
| <pre><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> |
| public static org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> binaryBlockToDataFrame(org.apache.spark.sql.SQLContext sqlContext, |
| org.apache.spark.api.java.JavaPairRDD<<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixIndexes.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixIndexes</a>,<a href="../../../../../../../org/apache/sysds/runtime/matrix/data/MatrixBlock.html" title="class in org.apache.sysds.runtime.matrix.data">MatrixBlock</a>> in, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mc, |
| boolean toVector)</pre> |
| <div class="block"><span class="deprecatedLabel">Deprecated.</span> </div> |
| </li> |
| </ul> |
| <a name="libsvmToBinaryBlock-org.apache.spark.api.java.JavaSparkContext-java.lang.String-java.lang.String-java.lang.String-org.apache.sysds.runtime.meta.DataCharacteristics-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>libsvmToBinaryBlock</h4> |
| <pre>public static void libsvmToBinaryBlock(org.apache.spark.api.java.JavaSparkContext sc, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> pathIn, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> pathX, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> pathY, |
| <a href="../../../../../../../org/apache/sysds/runtime/meta/DataCharacteristics.html" title="class in org.apache.sysds.runtime.meta">DataCharacteristics</a> mcOutX)</pre> |
| <div class="block">Converts a libsvm text input file into two binary block matrices for features |
| and labels, and saves these to the specified output files. This call also deletes |
| existing files at the specified output locations, as well as determines and |
| writes the meta data files of both output matrices. |
| <p> |
| Note: We use <code>org.apache.spark.mllib.util.MLUtils.loadLibSVMFile</code> for parsing |
| the libsvm input files in order to ensure consistency with Spark.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>sc</code> - java spark context</dd> |
| <dd><code>pathIn</code> - path to libsvm input file</dd> |
| <dd><code>pathX</code> - path to binary block output file of features</dd> |
| <dd><code>pathY</code> - path to binary block output file of labels</dd> |
| <dd><code>mcOutX</code> - matrix characteristics of output matrix X</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="stringToSerializableText-org.apache.spark.api.java.JavaPairRDD-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>stringToSerializableText</h4> |
| <pre>public static org.apache.spark.api.java.JavaPairRDD<org.apache.hadoop.io.LongWritable,org.apache.hadoop.io.Text> stringToSerializableText(org.apache.spark.api.java.JavaPairRDD<<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>> in)</pre> |
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