org.apache.spark.sql.execution

BatchPythonEvaluation

case class BatchPythonEvaluation(udf: PythonUDF, output: Seq[Attribute], child: SparkPlan) extends SparkPlan with Product with Serializable

:: DeveloperApi :: Uses PythonRDD to evaluate a PythonUDF, one partition of tuples at a time. The input data is zipped with the result of the udf evaluation.

Annotations
@DeveloperApi()
Linear Supertypes
Product, Equals, SparkPlan, Serializable, Serializable, Logging, QueryPlan[SparkPlan], TreeNode[SparkPlan], AnyRef, Any
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Inherited
  1. BatchPythonEvaluation
  2. Product
  3. Equals
  4. SparkPlan
  5. Serializable
  6. Serializable
  7. Logging
  8. QueryPlan
  9. TreeNode
  10. AnyRef
  11. Any
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  1. Public
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Instance Constructors

  1. new BatchPythonEvaluation(udf: PythonUDF, output: Seq[Attribute], child: SparkPlan)

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 apply(number: Int): SparkPlan

    Definition Classes
    TreeNode
  7. def argString: String

    Definition Classes
    TreeNode
  8. def asCode: String

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

    Definition Classes
    Any
  10. val child: SparkPlan

  11. def children: Seq[SparkPlan]

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

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  13. val codegenEnabled: Boolean

    Definition Classes
    SparkPlan
  14. def collect[B](pf: PartialFunction[SparkPlan, B]): Seq[B]

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

    Definition Classes
    TreeNode
  16. def doExecute(): RDD[catalyst.expressions.Row]

    Overridden by concrete implementations of SparkPlan.

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

    Attributes
    protected
    Definition Classes
    BatchPythonEvaluationSparkPlan
  17. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  18. final def execute(): RDD[catalyst.expressions.Row]

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

    Returns the result of this query as an RDD[Row] 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
  19. def executeCollect(): Array[catalyst.expressions.Row]

    Runs this query returning the result as an array.

    Runs this query returning the result as an array.

    Definition Classes
    SparkPlan
  20. def executeTake(n: Int): Array[catalyst.expressions.Row]

    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
  21. def expressions: Seq[Expression]

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

    Definition Classes
    TreeNode
  23. def finalize(): Unit

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

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

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

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

    Definition Classes
    TreeNode
  28. def generateTreeString(depth: Int, builder: StringBuilder): StringBuilder

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

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

    Attributes
    protected
    Definition Classes
    TreeNode
  31. def inputSet: AttributeSet

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

    Definition Classes
    Any
  33. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  34. def log: Logger

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

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

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  41. def logName: String

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  46. def makeCopy(newArgs: Array[AnyRef]): BatchPythonEvaluation.this.type

    Overridden make copy also propogates sqlContext to copied plan.

    Overridden make copy also propogates sqlContext to copied plan.

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

    Definition Classes
    TreeNode
  48. def mapChildren(f: (SparkPlan) ⇒ SparkPlan): BatchPythonEvaluation.this.type

    Definition Classes
    TreeNode
  49. def missingInput: AttributeSet

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

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  52. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[catalyst.expressions.Row]

    Attributes
    protected
    Definition Classes
    SparkPlan
  53. def newPredicate(expression: Expression, inputSchema: Seq[Attribute]): (catalyst.expressions.Row) ⇒ Boolean

    Attributes
    protected
    Definition Classes
    SparkPlan
  54. def newProjection(expressions: Seq[Expression], inputSchema: Seq[Attribute]): Projection

    Attributes
    protected
    Definition Classes
    SparkPlan
  55. def nodeName: String

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

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

    Definition Classes
    AnyRef
  58. def numberedTreeString: String

    Definition Classes
    TreeNode
  59. val origin: Origin

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

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

    Definition Classes
    BatchPythonEvaluation → QueryPlan
  62. def outputOrdering: Seq[SortOrder]

    Specifies how data is ordered in each partition.

    Specifies how data is ordered in each partition.

    Definition Classes
    SparkPlan
  63. def outputPartitioning: Partitioning

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

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

    Definition Classes
    SparkPlan
  64. def outputSet: AttributeSet

    Definition Classes
    QueryPlan
  65. def printSchema(): Unit

    Definition Classes
    QueryPlan
  66. def references: AttributeSet

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

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

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

    Definition Classes
    SparkPlan
  68. def requiredChildOrdering: Seq[Seq[SortOrder]]

    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
    SparkPlan
  69. lazy val schema: StructType

    Definition Classes
    QueryPlan
  70. def schemaString: String

    Definition Classes
    QueryPlan
  71. def simpleString: String

    Definition Classes
    QueryPlan → TreeNode
  72. def sparkContext: SparkContext

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

    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
  74. def statePrefix: String

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

    Attributes
    protected
    Definition Classes
    TreeNode
  76. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  77. def toString(): String

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

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

    Definition Classes
    QueryPlan
  80. def transformChildrenDown(rule: PartialFunction[SparkPlan, SparkPlan]): BatchPythonEvaluation.this.type

    Definition Classes
    TreeNode
  81. def transformChildrenUp(rule: PartialFunction[SparkPlan, SparkPlan]): BatchPythonEvaluation.this.type

    Definition Classes
    TreeNode
  82. def transformDown(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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

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

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

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

    Definition Classes
    TreeNode
  87. def treeString: String

    Definition Classes
    TreeNode
  88. val udf: PythonUDF

  89. final def wait(): Unit

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  92. def withNewChildren(newChildren: Seq[SparkPlan]): BatchPythonEvaluation.this.type

    Definition Classes
    TreeNode

Inherited from Product

Inherited from Equals

Inherited from SparkPlan

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from QueryPlan[SparkPlan]

Inherited from TreeNode[SparkPlan]

Inherited from AnyRef

Inherited from Any

Ungrouped