Package org.apache.sysds.api.mlcontext

Class MLResults

java.lang.Object
org.apache.sysds.api.mlcontext.MLResults
public class MLResults extends Object
MLResults handles the results returned from executing a Script using the MLContext API.

  • Constructor Details

    • MLResults

      public MLResults()

    • MLResults

      public MLResults(LocalVariableMap symbolTable)

    • MLResults

      public MLResults(Script script)

  • Method Details

    • getData

      public Data getData(String outputName)
      Obtain an output as a Data object.
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a Data object

    • getMatrixObject

      public MatrixObject getMatrixObject(String outputName)
      Obtain an output as a MatrixObject
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a MatrixObject

    • getFrameObject

      public FrameObject getFrameObject(String outputName)
      Obtain an output as a FrameObject
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a FrameObject

    • getMatrixAs2DDoubleArray

      public double[][] getMatrixAs2DDoubleArray(String outputName)
      Obtain an output as a two-dimensional double array.
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a two-dimensional double array

    • getJavaRDDStringIJV

      public org.apache.spark.api.java.JavaRDD<String> getJavaRDDStringIJV(String outputName)
      Obtain an output as a JavaRDD<String> in IJV format.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following JavaRDD<String> in IJV format:

      1 1 1.0
      1 2 2.0
      2 1 3.0
      2 2 4.0
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a JavaRDD<String> in IJV format

    • getJavaRDDStringCSV

      public org.apache.spark.api.java.JavaRDD<String> getJavaRDDStringCSV(String outputName)
      Obtain an output as a JavaRDD<String> in CSV format.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following JavaRDD<String> in CSV format:

      1.0,2.0
      3.0,4.0
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a JavaRDD<String> in CSV format

    • getRDDStringCSV

      public org.apache.spark.rdd.RDD<String> getRDDStringCSV(String outputName)
      Obtain an output as a RDD<String> in CSV format.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following RDD<String> in CSV format:

      1.0,2.0
      3.0,4.0
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a RDD<String> in CSV format

    • getRDDStringIJV

      public org.apache.spark.rdd.RDD<String> getRDDStringIJV(String outputName)
      Obtain an output as a RDD<String> in IJV format.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following RDD<String> in IJV format:

      1 1 1.0
      1 2 2.0
      2 1 3.0
      2 2 4.0
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a RDD<String> in IJV format

    • getDataFrame

      public org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> getDataFrame(String outputName)
      Obtain an output as a DataFrame. If outputting a Matrix, this will be a DataFrame of doubles with an ID column.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following DataFrame of doubles:

      [1.0,1.0,2.0]
      [2.0,3.0,4.0]
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a DataFrame

    • getDataFrame

      public org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> getDataFrame(String outputName, boolean isVectorDF)
      Obtain an output as a DataFrame of doubles or vectors with an ID column.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following DataFrame of doubles:

      [1.0,1.0,2.0]
      [2.0,3.0,4.0]

      or the following DataFrame of vectors:

      [1.0,[1.0,2.0]]
      [2.0,[3.0,4.0]]
      Parameters:
      outputName - the name of the output
      isVectorDF - true for a vector DataFrame, false for a double DataFrame
      Returns:
      the output as a DataFrame of doubles or vectors with an ID column

    • getDataFrameDoubleWithIDColumn

      public org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> getDataFrameDoubleWithIDColumn(String outputName)
      Obtain an output as a DataFrame of doubles with an ID column.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following DataFrame of doubles:

      [1.0,1.0,2.0]
      [2.0,3.0,4.0]
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a DataFrame of doubles with an ID column

    • getDataFrameVectorWithIDColumn

      public org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> getDataFrameVectorWithIDColumn(String outputName)
      Obtain an output as a DataFrame of vectors with an ID column.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following DataFrame of vectors:

      [1.0,[1.0,2.0]]
      [2.0,[3.0,4.0]]
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a DataFrame of vectors with an ID column

    • getDataFrameDoubleNoIDColumn

      public org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> getDataFrameDoubleNoIDColumn(String outputName)
      Obtain an output as a DataFrame of doubles with no ID column.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following DataFrame of doubles:

      [1.0,2.0]
      [3.0,4.0]
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a DataFrame of doubles with no ID column

    • getDataFrameVectorNoIDColumn

      public org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> getDataFrameVectorNoIDColumn(String outputName)
      Obtain an output as a DataFrame of vectors with no ID column.

      The following matrix in DML:

      M = full('1 2 3 4', rows=2, cols=2);

      is equivalent to the following DataFrame of vectors:

      [[1.0,2.0]]
      [[3.0,4.0]]
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a DataFrame of vectors with no ID column

    • getMatrix

      public Matrix getMatrix(String outputName)
      Obtain an output as a Matrix.
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a Matrix

    • getFrame

      public Frame getFrame(String outputName)
      Obtain an output as a Frame.
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a Frame

    • getFrameAs2DStringArray

      public String[][] getFrameAs2DStringArray(String outputName)
      Obtain an output as a two-dimensional String array.
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a two-dimensional String array

    • getDouble

      public double getDouble(String outputName)
      Obtain a double output
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a double

    • get

      public Object get(String outputName)
      Obtain a serializable object as output
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a serializable object.

    • getScalarObject

      public ScalarObject getScalarObject(String outputName)
      Obtain an output as a Scalar object.
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a Scalar object

    • getBoolean

      public boolean getBoolean(String outputName)
      Obtain a boolean output
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a boolean

    • getLong

      public long getLong(String outputName)
      Obtain a long output
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a long

    • getString

      public String getString(String outputName)
      Obtain a String output
      Parameters:
      outputName - the name of the output
      Returns:
      the output as a String

    • getScript

      public Script getScript()
      Obtain the Script object associated with these results.
      Returns:
      the DML or PYDML Script object

    • getTuple

      public <T> scala.Tuple1<T> getTuple(String outputName1)
      Obtain a Scala tuple.
      Type Parameters:
      T - the type of the first output
      Parameters:
      outputName1 - the name of the first output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2> scala.Tuple2<T1,T2> getTuple(String outputName1, String outputName2)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3> scala.Tuple3<T1,T2,T3> getTuple(String outputName1, String outputName2, String outputName3)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4> scala.Tuple4<T1,T2,T3,T4> getTuple(String outputName1, String outputName2, String outputName3, String outputName4)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5> scala.Tuple5<T1,T2,T3,T4,T5> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6> scala.Tuple6<T1,T2,T3,T4,T5,T6> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7> scala.Tuple7<T1,T2,T3,T4,T5,T6,T7> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8> scala.Tuple8<T1,T2,T3,T4,T5,T6,T7,T8> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9> scala.Tuple9<T1,T2,T3,T4,T5,T6,T7,T8,T9> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10> scala.Tuple10<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11> scala.Tuple11<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12> scala.Tuple12<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13> scala.Tuple13<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14> scala.Tuple14<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15> scala.Tuple15<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16> scala.Tuple16<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16, T17> scala.Tuple17<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,T17> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16, String outputName17)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      T17 - the type of the seventeenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      outputName17 - the name of the seventeenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16, T17, T18> scala.Tuple18<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,T17,T18> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16, String outputName17, String outputName18)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      T17 - the type of the seventeenth output
      T18 - the type of the eighteenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      outputName17 - the name of the seventeenth output
      outputName18 - the name of the eighteenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16, T17, T18, T19> scala.Tuple19<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,T17,T18,T19> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16, String outputName17, String outputName18, String outputName19)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      T17 - the type of the seventeenth output
      T18 - the type of the eighteenth output
      T19 - the type of the nineteenth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      outputName17 - the name of the seventeenth output
      outputName18 - the name of the eighteenth output
      outputName19 - the name of the nineteenth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16, T17, T18, T19, T20> scala.Tuple20<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,T17,T18,T19,T20> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16, String outputName17, String outputName18, String outputName19, String outputName20)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      T17 - the type of the seventeenth output
      T18 - the type of the eighteenth output
      T19 - the type of the nineteenth output
      T20 - the type of the twentieth output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      outputName17 - the name of the seventeenth output
      outputName18 - the name of the eighteenth output
      outputName19 - the name of the nineteenth output
      outputName20 - the name of the twentieth output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16, T17, T18, T19, T20, T21> scala.Tuple21<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,T17,T18,T19,T20,T21> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16, String outputName17, String outputName18, String outputName19, String outputName20, String outputName21)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      T17 - the type of the seventeenth output
      T18 - the type of the eighteenth output
      T19 - the type of the nineteenth output
      T20 - the type of the twentieth output
      T21 - the type of the twenty-first output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      outputName17 - the name of the seventeenth output
      outputName18 - the name of the eighteenth output
      outputName19 - the name of the nineteenth output
      outputName20 - the name of the twentieth output
      outputName21 - the name of the twenty-first output
      Returns:
      a Scala tuple

    • getTuple

      public <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15, T16, T17, T18, T19, T20, T21, T22> scala.Tuple22<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,T17,T18,T19,T20,T21,T22> getTuple(String outputName1, String outputName2, String outputName3, String outputName4, String outputName5, String outputName6, String outputName7, String outputName8, String outputName9, String outputName10, String outputName11, String outputName12, String outputName13, String outputName14, String outputName15, String outputName16, String outputName17, String outputName18, String outputName19, String outputName20, String outputName21, String outputName22)
      Obtain a Scala tuple.
      Type Parameters:
      T1 - the type of the first output
      T2 - the type of the second output
      T3 - the type of the third output
      T4 - the type of the fourth output
      T5 - the type of the fifth output
      T6 - the type of the sixth output
      T7 - the type of the seventh output
      T8 - the type of the eighth output
      T9 - the type of the ninth output
      T10 - the type of the tenth output
      T11 - the type of the eleventh output
      T12 - the type of the twelfth output
      T13 - the type of the thirteenth output
      T14 - the type of the fourteenth output
      T15 - the type of the fifteenth output
      T16 - the type of the sixteenth output
      T17 - the type of the seventeenth output
      T18 - the type of the eighteenth output
      T19 - the type of the nineteenth output
      T20 - the type of the twentieth output
      T21 - the type of the twenty-first output
      T22 - the type of the twenty-second output
      Parameters:
      outputName1 - the name of the first output
      outputName2 - the name of the second output
      outputName3 - the name of the third output
      outputName4 - the name of the fourth output
      outputName5 - the name of the fifth output
      outputName6 - the name of the sixth output
      outputName7 - the name of the seventh output
      outputName8 - the name of the eighth output
      outputName9 - the name of the ninth output
      outputName10 - the name of the tenth output
      outputName11 - the name of the eleventh output
      outputName12 - the name of the twelfth output
      outputName13 - the name of the thirteenth output
      outputName14 - the name of the fourteenth output
      outputName15 - the name of the fifteenth output
      outputName16 - the name of the sixteenth output
      outputName17 - the name of the seventeenth output
      outputName18 - the name of the eighteenth output
      outputName19 - the name of the nineteenth output
      outputName20 - the name of the twentieth output
      outputName21 - the name of the twenty-first output
      outputName22 - the name of the twenty-second output
      Returns:
      a Scala tuple

    • getSymbolTable

      public LocalVariableMap getSymbolTable()
      Obtain the symbol table, which is essentially a Map<String, Data> representing variables and their values as SystemDS representations.
      Returns:
      the symbol table

    • toString

      public String toString()
      Overrides:
      toString in class Object