Class

org.apache.spark.sql.execution

MapGroups

Related Doc: package execution

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case class MapGroups[K, T, U](func: (K, Iterator[T]) ⇒ TraversableOnce[U], kEncoder: ExpressionEncoder[K], tEncoder: ExpressionEncoder[T], uEncoder: ExpressionEncoder[U], groupingAttributes: Seq[Attribute], output: Seq[Attribute], child: SparkPlan) extends SparkPlan with UnaryNode with Product with Serializable

Groups the input rows together and calls the function with each group and an iterator containing all elements in the group. The result of this function is encoded and flattened before being output.

Linear Supertypes
UnaryNode, SparkPlan, Serializable, Serializable, Logging, QueryPlan[SparkPlan], TreeNode[SparkPlan], Product, Equals, AnyRef, Any
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Inherited
  1. MapGroups
  2. UnaryNode
  3. SparkPlan
  4. Serializable
  5. Serializable
  6. Logging
  7. QueryPlan
  8. TreeNode
  9. Product
  10. Equals
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new MapGroups(func: (K, Iterator[T]) ⇒ TraversableOnce[U], kEncoder: ExpressionEncoder[K], tEncoder: ExpressionEncoder[T], uEncoder: ExpressionEncoder[U], groupingAttributes: Seq[Attribute], output: Seq[Attribute], child: SparkPlan)

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Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  4. def apply(number: Int): SparkPlan

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    Definition Classes
    TreeNode
  5. def argString: String

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    Definition Classes
    TreeNode
  6. def asCode: String

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    Definition Classes
    TreeNode
  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. def canProcessSafeRows: Boolean

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    Specifies whether this operator is capable of processing Java-object-based Rows (i.e.

    Specifies whether this operator is capable of processing Java-object-based Rows (i.e. rows that are not UnsafeRows).

    Definition Classes
    SparkPlan
  9. def canProcessUnsafeRows: Boolean

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    Specifies whether this operator is capable of processing UnsafeRows

    Specifies whether this operator is capable of processing UnsafeRows

    Definition Classes
    SparkPlan
  10. val child: SparkPlan

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    Definition Classes
    MapGroups → UnaryNode
  11. def children: Seq[SparkPlan]

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    Definition Classes
    UnaryNode → TreeNode
  12. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  13. def collect[B](pf: PartialFunction[SparkPlan, B]): Seq[B]

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    Definition Classes
    TreeNode
  14. def collectFirst[B](pf: PartialFunction[SparkPlan, B]): Option[B]

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    Definition Classes
    TreeNode
  15. lazy val containsChild: Set[TreeNode[_]]

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    Definition Classes
    TreeNode
  16. def doExecute(): RDD[InternalRow]

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    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. Produces the result of the query as an RDD[InternalRow]

    Attributes
    protected
    Definition Classes
    MapGroupsSparkPlan
  17. def doPrepare(): Unit

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    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. It is guaranteed to run before any execute of SparkPlan. This is helpful if we want to set up some state before executing the query, e.g., BroadcastHashJoin uses it to broadcast asynchronously.

    Note: the prepare method has already walked down the tree, so the implementation doesn't need to call children's prepare methods.

    Attributes
    protected
    Definition Classes
    SparkPlan
  18. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  19. final def execute(): RDD[InternalRow]

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    Returns the result of this query as an RDD[InternalRow] by delegating to doExecute after adding query plan information to created RDDs for visualization.

    Returns the result of this query as an RDD[InternalRow] by delegating to doExecute after adding query plan information to created RDDs for visualization. Concrete implementations of SparkPlan should override doExecute instead.

    Definition Classes
    SparkPlan
  20. def executeCollect(): Array[InternalRow]

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    Runs this query returning the result as an array.

    Runs this query returning the result as an array.

    Definition Classes
    SparkPlan
  21. def executeCollectPublic(): Array[Row]

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    Runs this query returning the result as an array, using external Row format.

    Runs this query returning the result as an array, using external Row format.

    Definition Classes
    SparkPlan
  22. def executeTake(n: Int): Array[InternalRow]

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    Runs this query returning the first n rows as an array.

    Runs this query returning the first n rows as an array.

    This is modeled after RDD.take but never runs any job locally on the driver.

    Definition Classes
    SparkPlan
  23. def expressions: Seq[Expression]

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    Definition Classes
    QueryPlan
  24. def fastEquals(other: TreeNode[_]): Boolean

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    Definition Classes
    TreeNode
  25. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. def find(f: (SparkPlan) ⇒ Boolean): Option[SparkPlan]

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    Definition Classes
    TreeNode
  27. def flatMap[A](f: (SparkPlan) ⇒ TraversableOnce[A]): Seq[A]

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    Definition Classes
    TreeNode
  28. def foreach(f: (SparkPlan) ⇒ Unit): Unit

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    Definition Classes
    TreeNode
  29. def foreachUp(f: (SparkPlan) ⇒ Unit): Unit

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    Definition Classes
    TreeNode
  30. val func: (K, Iterator[T]) ⇒ TraversableOnce[U]

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  31. def generateTreeString(depth: Int, lastChildren: Seq[Boolean], builder: StringBuilder): StringBuilder

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    Attributes
    protected
    Definition Classes
    TreeNode
  32. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  33. def getNodeNumbered(number: MutableInt): SparkPlan

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    Attributes
    protected
    Definition Classes
    TreeNode
  34. val groupingAttributes: Seq[Attribute]

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  35. def inputSet: AttributeSet

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    Definition Classes
    QueryPlan
  36. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  37. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  38. val kEncoder: ExpressionEncoder[K]

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  39. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  40. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  41. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  42. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  43. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  44. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  45. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  46. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  47. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  49. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  50. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  51. def makeCopy(newArgs: Array[AnyRef]): SparkPlan

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    Overridden make copy also propogates sqlContext to copied plan.

    Overridden make copy also propogates sqlContext to copied plan.

    Definition Classes
    SparkPlan → TreeNode
  52. def map[A](f: (SparkPlan) ⇒ A): Seq[A]

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    Definition Classes
    TreeNode
  53. def mapChildren(f: (SparkPlan) ⇒ SparkPlan): SparkPlan

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    Definition Classes
    TreeNode
  54. def missingInput: AttributeSet

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    Definition Classes
    QueryPlan
  55. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  56. def newMutableProjection(expressions: Seq[Expression], inputSchema: Seq[Attribute]): () ⇒ MutableProjection

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    Attributes
    protected
    Definition Classes
    SparkPlan
  57. def newNaturalAscendingOrdering(dataTypes: Seq[DataType]): Ordering[InternalRow]

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    Creates a row ordering for the given schema, in natural ascending order.

    Creates a row ordering for the given schema, in natural ascending order.

    Attributes
    protected
    Definition Classes
    SparkPlan
  58. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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    Attributes
    protected
    Definition Classes
    SparkPlan
  59. def newPredicate(expression: Expression, inputSchema: Seq[Attribute]): (InternalRow) ⇒ Boolean

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    Attributes
    protected
    Definition Classes
    SparkPlan
  60. def nodeName: String

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    Definition Classes
    TreeNode
  61. final def notify(): Unit

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    Definition Classes
    AnyRef
  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  63. def numberedTreeString: String

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    Definition Classes
    TreeNode
  64. val origin: Origin

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    Definition Classes
    TreeNode
  65. def otherCopyArgs: Seq[AnyRef]

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    Attributes
    protected
    Definition Classes
    TreeNode
  66. val output: Seq[Attribute]

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    Definition Classes
    MapGroups → QueryPlan
  67. def outputOrdering: Seq[SortOrder]

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    Specifies how data is ordered in each partition.

    Specifies how data is ordered in each partition.

    Definition Classes
    SparkPlan
  68. def outputPartitioning: Partitioning

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    Specifies how data is partitioned across different nodes in the cluster.

    Specifies how data is partitioned across different nodes in the cluster.

    Definition Classes
    UnaryNode → SparkPlan
  69. def outputSet: AttributeSet

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    Definition Classes
    QueryPlan
  70. def outputsUnsafeRows: Boolean

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    Specifies whether this operator outputs UnsafeRows

    Specifies whether this operator outputs UnsafeRows

    Definition Classes
    SparkPlan
  71. final def prepare(): Unit

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    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  72. def printSchema(): Unit

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    Definition Classes
    QueryPlan
  73. def references: AttributeSet

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    Definition Classes
    QueryPlan
  74. def requiredChildDistribution: Seq[Distribution]

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    Specifies any partition requirements on the input data for this operator.

    Specifies any partition requirements on the input data for this operator.

    Definition Classes
    MapGroupsSparkPlan
  75. def requiredChildOrdering: Seq[Seq[SortOrder]]

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    Specifies sort order for each partition requirements on the input data for this operator.

    Specifies sort order for each partition requirements on the input data for this operator.

    Definition Classes
    MapGroupsSparkPlan
  76. lazy val schema: StructType

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    Definition Classes
    QueryPlan
  77. def schemaString: String

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    Definition Classes
    QueryPlan
  78. def simpleString: String

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    Definition Classes
    QueryPlan → TreeNode
  79. def sparkContext: SparkContext

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    Attributes
    protected
    Definition Classes
    SparkPlan
  80. final val sqlContext: SQLContext

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    A handle to the SQL Context that was used to create this plan.

    A handle to the SQL Context that was used to create this plan. Since many operators need access to the sqlContext for RDD operations or configuration this field is automatically populated by the query planning infrastructure.

    Attributes
    protected[org.apache.spark]
    Definition Classes
    SparkPlan
  81. def statePrefix: String

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    Attributes
    protected
    Definition Classes
    QueryPlan
  82. def stringArgs: Iterator[Any]

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    Attributes
    protected
    Definition Classes
    TreeNode
  83. val subexpressionEliminationEnabled: Boolean

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    Definition Classes
    SparkPlan
  84. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  85. val tEncoder: ExpressionEncoder[T]

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  86. def toString(): String

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    Definition Classes
    TreeNode → AnyRef → Any
  87. def transform(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode
  88. def transformAllExpressions(rule: PartialFunction[Expression, Expression]): MapGroups.this.type

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    Definition Classes
    QueryPlan
  89. def transformChildren(rule: PartialFunction[SparkPlan, SparkPlan], nextOperation: (SparkPlan, PartialFunction[SparkPlan, SparkPlan]) ⇒ SparkPlan): SparkPlan

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    Attributes
    protected
    Definition Classes
    TreeNode
  90. def transformDown(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode
  91. def transformExpressions(rule: PartialFunction[Expression, Expression]): MapGroups.this.type

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    Definition Classes
    QueryPlan
  92. def transformExpressionsDown(rule: PartialFunction[Expression, Expression]): MapGroups.this.type

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    Definition Classes
    QueryPlan
  93. def transformExpressionsUp(rule: PartialFunction[Expression, Expression]): MapGroups.this.type

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    Definition Classes
    QueryPlan
  94. def transformUp(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode
  95. def treeString: String

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    Definition Classes
    TreeNode
  96. val uEncoder: ExpressionEncoder[U]

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  97. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  98. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  99. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  100. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode

Inherited from UnaryNode

Inherited from SparkPlan

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from QueryPlan[SparkPlan]

Inherited from TreeNode[SparkPlan]

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped