Trait

com.holdenkarau.spark.testing

StreamingActionBase

Related Doc: package testing

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trait StreamingActionBase extends StreamingSuiteBase

Methods for testing Spark actions. Because actions don't return a DStream, you will need to verify the results of your test against mocks.

Self Type
StreamingActionBase with Suite
Linear Supertypes
StreamingSuiteBase, SharedSparkContext, StreamingSuiteCommon, SparkContextProvider, Logging, BeforeAndAfterAll, SuiteMixin, AnyRef, Any
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Inherited
  1. StreamingActionBase
  2. StreamingSuiteBase
  3. SharedSparkContext
  4. StreamingSuiteCommon
  5. SparkContextProvider
  6. Logging
  7. BeforeAndAfterAll
  8. SuiteMixin
  9. AnyRef
  10. Any
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Visibility
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Abstract Value Members

  1. abstract def expectedTestCount(filter: Filter): Int

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    Definition Classes
    SuiteMixin
  2. abstract def nestedSuites: IndexedSeq[Suite]

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    Definition Classes
    SuiteMixin
  3. abstract def rerunner: Option[String]

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    Definition Classes
    SuiteMixin
  4. abstract def runNestedSuites(args: Args): Status

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    Attributes
    protected
    Definition Classes
    SuiteMixin
  5. abstract def runTest(testName: String, args: Args): Status

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    Attributes
    protected
    Definition Classes
    SuiteMixin
  6. abstract def runTests(testName: Option[String], args: Args): Status

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    Attributes
    protected
    Definition Classes
    SuiteMixin
  7. abstract val styleName: String

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    Definition Classes
    SuiteMixin
  8. abstract def suiteId: String

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    Definition Classes
    SuiteMixin
  9. abstract def suiteName: String

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    Definition Classes
    SuiteMixin
  10. abstract def tags: Map[String, Set[String]]

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    Definition Classes
    SuiteMixin
  11. abstract def testDataFor(testName: String, theConfigMap: ConfigMap): TestData

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    Definition Classes
    SuiteMixin
  12. abstract def testNames: Set[String]

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    Definition Classes
    SuiteMixin

Concrete 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 actuallyWait: Boolean

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    Definition Classes
    StreamingSuiteCommon
  5. def afterAll(): Unit

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    Definition Classes
    StreamingSuiteBaseSharedSparkContext → BeforeAndAfterAll
  6. def appID: String

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

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    Definition Classes
    Any
  8. val batchCountListener: BatchCountListener

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  9. def batchDuration: Duration

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    Definition Classes
    StreamingSuiteCommon
  10. def beforeAll(): Unit

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    Definition Classes
    StreamingSuiteBaseSharedSparkContext → BeforeAndAfterAll
  11. lazy val checkpointDir: String

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    Definition Classes
    StreamingSuiteCommon
  12. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  13. def conf: SparkConf

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    Definition Classes
    StreamingSuiteCommon → SparkContextProvider
  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  16. val eventuallyTimeout: Timeout

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    Definition Classes
    StreamingSuiteCommon
  17. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. def framework: String

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    Definition Classes
    StreamingSuiteCommon
  19. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  20. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  21. val invokeBeforeAllAndAfterAllEvenIfNoTestsAreExpected: Boolean

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    Definition Classes
    BeforeAndAfterAll
  22. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  23. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  24. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  31. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  36. def master: String

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    Definition Classes
    StreamingSuiteCommon
  37. def maxWaitTimeMillis: Int

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    Definition Classes
    StreamingSuiteCommon
  38. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  39. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  41. def numInputPartitions: Int

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    Definition Classes
    StreamingSuiteCommon
  42. def run(testName: Option[String], args: Args): Status

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    Definition Classes
    BeforeAndAfterAll → SuiteMixin
  43. def runAction[U](input: Seq[Seq[U]], operation: (DStream[U]) ⇒ Unit)(implicit arg0: ClassTag[U]): Unit

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    Execute unary DStream operation with a list of inputs and no expected output

    Execute unary DStream operation with a list of inputs and no expected output

    input

    Sequence of input collections

    operation

    Unary DStream operation to be applied to the input

  44. def sc: SparkContext

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  45. def setup(sc: SparkContext): Unit

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    Setup work to be called when creating a new SparkContext.

    Setup work to be called when creating a new SparkContext. Default implementation currently sets a checkpoint directory.

    This _should_ be called by the context provider automatically.

    Definition Classes
    SparkContextProvider
  46. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  47. def testOperation[U, V, W](input1: Seq[Seq[U]], input2: Seq[Seq[V]], operation: (DStream[U], DStream[V]) ⇒ DStream[W], expectedOutput: Seq[Seq[W]], ordered: Boolean)(implicit arg0: ClassTag[U], arg1: ClassTag[V], arg2: ClassTag[W], equality: Equality[W]): Unit

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    Test binary DStream operation with two lists of inputs, with number of batches to run same as the number of input values.

    Test binary DStream operation with two lists of inputs, with number of batches to run same as the number of input values. The size of the two input lists should be the same.

    Each input micro-batch is a list of values or as null to simulate empty batch.

    input1

    First sequence of input collections

    input2

    Second sequence of input collections

    operation

    Binary DStream operation to be applied to the 2 inputs

    expectedOutput

    Sequence of expected output collections

    ordered

    Compare output values with expected output values within the same output batch ordered or unOrdered. Comparing doubles may not work well in case of unordered.

    Definition Classes
    StreamingSuiteBase
  48. def testOperation[U, V](input: Seq[Seq[U]], operation: (DStream[U]) ⇒ DStream[V], expectedOutput: Seq[Seq[V]], ordered: Boolean)(implicit arg0: ClassTag[U], arg1: ClassTag[V], equality: Equality[V]): Unit

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    Test unary DStream operation with a list of inputs, with number of batches to run same as the number of input values.

    Test unary DStream operation with a list of inputs, with number of batches to run same as the number of input values.

    Each input micro-batch is a list of values or as null to simulate empty batch.

    input

    Sequence of input collections

    operation

    Binary DStream operation to be applied to the 2 inputs

    expectedOutput

    Sequence of expected output collections

    ordered

    Compare output values with expected output values within the same output batch ordered or unordered. Comparing doubles may not work well in case of unordered.

    Definition Classes
    StreamingSuiteBase
  49. def testOperation[U, V, W](input1: Seq[Seq[U]], input2: Seq[Seq[V]], operation: (DStream[U], DStream[V]) ⇒ DStream[W], expectedOutput: Seq[Seq[W]])(implicit arg0: ClassTag[U], arg1: ClassTag[V], arg2: ClassTag[W], equality: Equality[W]): Unit

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    Definition Classes
    StreamingSuiteBase
  50. def testOperation[U, V](input: Seq[Seq[U]], operation: (DStream[U]) ⇒ DStream[V], expectedOutput: Seq[Seq[V]])(implicit arg0: ClassTag[U], arg1: ClassTag[V], equality: Equality[V]): Unit

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    Definition Classes
    StreamingSuiteBase
  51. def testOperationWithRDD[U, V, W](input1: Seq[Seq[U]], input2: Seq[V], operation: (DStream[U], RDD[V]) ⇒ DStream[W], expectedOutput: Seq[Seq[W]], ordered: Boolean)(implicit arg0: ClassTag[U], arg1: ClassTag[V], arg2: ClassTag[W], equality: Equality[W]): Unit

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    Test binary DStream and RDD operation with two lists of inputs, with number of batches to run same as the number of input values corresponding to the DStream.

    Test binary DStream and RDD operation with two lists of inputs, with number of batches to run same as the number of input values corresponding to the DStream.

    Each input micro-batch is a list of values or as null to simulate empty batch.

    input1

    Sequence of input collections corresponding to the DStream

    input2

    Sequence of input values corresponding to the RDD

    operation

    Binary DStream and RDD operation to be applied to the 2 inputs

    expectedOutput

    Sequence of expected output collections

    ordered

    Compare output values with expected output values within the same output batch ordered or unOrdered. Comparing doubles may not work well in case of unordered.

    Definition Classes
    StreamingSuiteBase
  52. def toString(): String

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    Definition Classes
    AnyRef → Any
  53. def useManualClock: Boolean

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    Definition Classes
    StreamingSuiteCommon
  54. def verifyOutput[V](output: Seq[Seq[V]], expectedOutput: Seq[Seq[V]], ordered: Boolean)(implicit arg0: ClassTag[V], equality: Equality[V]): Unit

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    Verify whether the output values after running a DStream operation is same as the expected output values, by comparing the output collections either as lists (order matters) or sets (order does not matter)

    Verify whether the output values after running a DStream operation is same as the expected output values, by comparing the output collections either as lists (order matters) or sets (order does not matter)

    ordered

    Compare output values with expected output values within the same output batch ordered or unordered. Comparing doubles may not work well in case of unordered.

    Definition Classes
    StreamingSuiteBase
  55. final def wait(arg0: Long, arg1: Int): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  57. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from StreamingSuiteBase

Inherited from SharedSparkContext

Inherited from StreamingSuiteCommon

Inherited from SparkContextProvider

Inherited from Logging

Inherited from BeforeAndAfterAll

Inherited from SuiteMixin

Inherited from AnyRef

Inherited from Any

Ungrouped