org.apache.spark.sql

Row

trait Row extends Serializable

Represents one row of output from a relational operator. Allows both generic access by ordinal, which will incur boxing overhead for primitives, as well as native primitive access.

It is invalid to use the native primitive interface to retrieve a value that is null, instead a user must check isNullAt before attempting to retrieve a value that might be null.

To create a new Row, use RowFactory.create() in Java or Row.apply() in Scala.

A Row object can be constructed by providing field values. Example:

import org.apache.spark.sql._

// Create a Row from values.
Row(value1, value2, value3, ...)
// Create a Row from a Seq of values.
Row.fromSeq(Seq(value1, value2, ...))

A value of a row can be accessed through both generic access by ordinal, which will incur boxing overhead for primitives, as well as native primitive access. An example of generic access by ordinal:

import org.apache.spark.sql._

val row = Row(1, true, "a string", null)
// row: Row = [1,true,a string,null]
val firstValue = row(0)
// firstValue: Any = 1
val fourthValue = row(3)
// fourthValue: Any = null

For native primitive access, it is invalid to use the native primitive interface to retrieve a value that is null, instead a user must check isNullAt before attempting to retrieve a value that might be null. An example of native primitive access:

// using the row from the previous example.
val firstValue = row.getInt(0)
// firstValue: Int = 1
val isNull = row.isNullAt(3)
// isNull: Boolean = true

In Scala, fields in a Row object can be extracted in a pattern match. Example:

import org.apache.spark.sql._

val pairs = sql("SELECT key, value FROM src").rdd.map {
  case Row(key: Int, value: String) =>
    key -> value
}
Source
Row.scala
Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
MutableAggregationBuffer
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Abstract Value Members

  1. abstract def copy(): Row

    Make a copy of the current Row object.

  2. abstract def get(i: Int): Any

    Returns the value at position i.

    Returns the value at position i. If the value is null, null is returned. The following is a mapping between Spark SQL types and return types:

    BooleanType -> java.lang.Boolean
ByteType -> java.lang.Byte
ShortType -> java.lang.Short
IntegerType -> java.lang.Integer
FloatType -> java.lang.Float
DoubleType -> java.lang.Double
StringType -> String
DecimalType -> java.math.BigDecimal

DateType -> java.sql.Date
TimestampType -> java.sql.Timestamp

BinaryType -> byte array
ArrayType -> scala.collection.Seq (use getList for java.util.List)
MapType -> scala.collection.Map (use getJavaMap for java.util.Map)
StructType -> org.apache.spark.sql.Row (or Product)

  3. abstract def length: Int

    Number of elements in the Row.

Concrete Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. def anyNull: Boolean

    Returns true if there are any NULL values in this row.

  7. def apply(i: Int): Any

    Returns the value at position i.

    Returns the value at position i. If the value is null, null is returned. The following is a mapping between Spark SQL types and return types:

    BooleanType -> java.lang.Boolean
ByteType -> java.lang.Byte
ShortType -> java.lang.Short
IntegerType -> java.lang.Integer
FloatType -> java.lang.Float
DoubleType -> java.lang.Double
StringType -> String
DecimalType -> java.math.BigDecimal

DateType -> java.sql.Date
TimestampType -> java.sql.Timestamp

BinaryType -> byte array
ArrayType -> scala.collection.Seq (use getList for java.util.List)
MapType -> scala.collection.Map (use getJavaMap for java.util.Map)
StructType -> org.apache.spark.sql.Row (or Product)

  8. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  9. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  11. def equals(o: Any): Boolean

    Definition Classes
    Row → AnyRef → Any

  12. def fieldIndex(name: String): Int

    Returns the index of a given field name.

    Returns the index of a given field name.

    Exceptions thrown
    IllegalArgumentException

    when fieldName do not exist.

    UnsupportedOperationException

    when schema is not defined.

  13. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  14. def getAs[T](fieldName: String): T

    Returns the value of a given fieldName.

    Returns the value of a given fieldName. For primitive types if value is null it returns 'zero value' specific for primitive ie. 0 for Int - use isNullAt to ensure that value is not null

    Exceptions thrown
    ClassCastException

    when data type does not match.

    IllegalArgumentException

    when fieldName do not exist.

    UnsupportedOperationException

    when schema is not defined.

  15. def getAs[T](i: Int): T

    Returns the value at position i.

    Returns the value at position i. For primitive types if value is null it returns 'zero value' specific for primitive ie. 0 for Int - use isNullAt to ensure that value is not null

    Exceptions thrown
    ClassCastException

    when data type does not match.

  16. def getBoolean(i: Int): Boolean

    Returns the value at position i as a primitive boolean.

    Returns the value at position i as a primitive boolean.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  17. def getByte(i: Int): Byte

    Returns the value at position i as a primitive byte.

    Returns the value at position i as a primitive byte.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  18. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  19. def getDate(i: Int): Date

    Returns the value at position i of date type as java.

    Returns the value at position i of date type as java.sql.Date.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  20. def getDecimal(i: Int): BigDecimal

    Returns the value at position i of decimal type as java.

    Returns the value at position i of decimal type as java.math.BigDecimal.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  21. def getDouble(i: Int): Double

    Returns the value at position i as a primitive double.

    Returns the value at position i as a primitive double.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  22. def getFloat(i: Int): Float

    Returns the value at position i as a primitive float.

    Returns the value at position i as a primitive float. Throws an exception if the type mismatches or if the value is null.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  23. def getInt(i: Int): Int

    Returns the value at position i as a primitive int.

    Returns the value at position i as a primitive int.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  24. def getJavaMap[K, V](i: Int): Map[K, V]

    Returns the value at position i of array type as a java.util.Map.

    Returns the value at position i of array type as a java.util.Map.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  25. def getList[T](i: Int): List[T]

    Returns the value at position i of array type as java.util.List.

    Returns the value at position i of array type as java.util.List.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  26. def getLong(i: Int): Long

    Returns the value at position i as a primitive long.

    Returns the value at position i as a primitive long.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  27. def getMap[K, V](i: Int): Map[K, V]

    Returns the value at position i of map type as a Scala Map.

    Returns the value at position i of map type as a Scala Map.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  28. def getSeq[T](i: Int): Seq[T]

    Returns the value at position i of array type as a Scala Seq.

    Returns the value at position i of array type as a Scala Seq.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  29. def getShort(i: Int): Short

    Returns the value at position i as a primitive short.

    Returns the value at position i as a primitive short.

    Exceptions thrown
    ClassCastException

    when data type does not match.

    NullPointerException

    when value is null.

  30. def getString(i: Int): String

    Returns the value at position i as a String object.

    Returns the value at position i as a String object.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  31. def getStruct(i: Int): Row

    Returns the value at position i of struct type as an Row object.

    Returns the value at position i of struct type as an Row object.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  32. def getTimestamp(i: Int): Timestamp

    Returns the value at position i of date type as java.

    Returns the value at position i of date type as java.sql.Timestamp.

    Exceptions thrown
    ClassCastException

    when data type does not match.

  33. def getValuesMap[T](fieldNames: Seq[String]): Map[String, T]

    Returns a Map(name -> value) for the requested fieldNames For primitive types if value is null it returns 'zero value' specific for primitive ie.

    Returns a Map(name -> value) for the requested fieldNames For primitive types if value is null it returns 'zero value' specific for primitive ie. 0 for Int - use isNullAt to ensure that value is not null

    Exceptions thrown
    ClassCastException

    when data type does not match.

    IllegalArgumentException

    when fieldName do not exist.

    UnsupportedOperationException

    when schema is not defined.

  34. def hashCode(): Int

    Definition Classes
    Row → AnyRef → Any

  35. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  36. def isNullAt(i: Int): Boolean

    Checks whether the value at position i is null.

  37. def mkString(start: String, sep: String, end: String): String

    Displays all elements of this traversable or iterator in a string using start, end, and separator strings.

  38. def mkString(sep: String): String

    Displays all elements of this sequence in a string using a separator string.

  39. def mkString: String

    Displays all elements of this sequence in a string (without a separator).

  40. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  41. final def notify(): Unit

    Definition Classes
    AnyRef

  42. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  43. def schema: StructType

    Schema for the row.

  44. def size: Int

    Number of elements in the Row.

  45. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef

  46. def toSeq: Seq[Any]

    Return a Scala Seq representing the row.

    Return a Scala Seq representing the row. Elements are placed in the same order in the Seq.

  47. def toString(): String

    Definition Classes
    Row → AnyRef → Any

  48. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  49. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  50. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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