com.holdenkarau.spark.testing

StreamingActionBase

trait StreamingActionBase extends FunSuite with 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.

Linear Supertypes
StreamingSuiteBase, SharedSparkContext, StreamingSuiteCommon, SparkContextProvider, Logging, BeforeAndAfterAll, SuiteMixin, FunSuite, FunSuiteLike, Documenting, Alerting, Notifying, Informing, TestRegistration, Suite, Serializable, AbstractSuite, Assertions, TripleEquals, TripleEqualsSupport, AnyRef, Any
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Inherited
  1. StreamingActionBase
  2. StreamingSuiteBase
  3. SharedSparkContext
  4. StreamingSuiteCommon
  5. SparkContextProvider
  6. Logging
  7. BeforeAndAfterAll
  8. SuiteMixin
  9. FunSuite
  10. FunSuiteLike
  11. Documenting
  12. Alerting
  13. Notifying
  14. Informing
  15. TestRegistration
  16. Suite
  17. Serializable
  18. AbstractSuite
  19. Assertions
  20. TripleEquals
  21. TripleEqualsSupport
  22. AnyRef
  23. Any
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Type Members

  1. class AssertionsHelper extends AnyRef

    Definition Classes
    Assertions
  2. class CheckingEqualizer[L] extends AnyRef

    Definition Classes
    TripleEqualsSupport
  3. class Equalizer[L] extends AnyRef

    Definition Classes
    TripleEqualsSupport
  4. class LegacyCheckingEqualizer[L] extends AnyRef

    Definition Classes
    TripleEqualsSupport
  5. class LegacyEqualizer[L] extends AnyRef

    Definition Classes
    TripleEqualsSupport
  6. trait NoArgTest extends () ⇒ Outcome with TestData

    Attributes
    protected
    Definition Classes
    Suite

Value Members

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

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

    Definition Classes
    Any
  3. def !==[T](right: Spread[T]): TripleEqualsInvocationOnSpread[T]

    Definition Classes
    TripleEqualsSupport
  4. def !==(right: Null): TripleEqualsInvocation[Null]

    Definition Classes
    TripleEqualsSupport
  5. def !==[T](right: T): TripleEqualsInvocation[T]

    Definition Classes
    TripleEqualsSupport
  6. final def ##(): Int

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

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

    Definition Classes
    Any
  9. def ===[T](right: Spread[T]): TripleEqualsInvocationOnSpread[T]

    Definition Classes
    TripleEqualsSupport
  10. def ===(right: Null): TripleEqualsInvocation[Null]

    Definition Classes
    TripleEqualsSupport
  11. def ===[T](right: T): TripleEqualsInvocation[T]

    Definition Classes
    TripleEqualsSupport
  12. def actuallyWait: Boolean

    Definition Classes
    StreamingSuiteCommon
  13. def afterAll(): Unit

    Definition Classes
    StreamingSuiteBaseSharedSparkContext → BeforeAndAfterAll
  14. def alert: Alerter

    Attributes
    protected
    Definition Classes
    FunSuiteLike → Alerting
  15. val appID: String

    Definition Classes
    SharedSparkContext
  16. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  17. def assert(condition: Boolean, clue: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  18. def assert(condition: Boolean): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  19. def assertCompiles(code: String): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  20. def assertDoesNotCompile(code: String): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  21. def assertResult(expected: Any)(actual: Any): Unit

    Definition Classes
    Assertions
  22. def assertResult(expected: Any, clue: Any)(actual: Any): Unit

    Definition Classes
    Assertions
  23. def assertTypeError(code: String): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  24. val assertionsHelper: AssertionsHelper

    Definition Classes
    Assertions
  25. def assume(condition: Boolean, clue: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  26. def assume(condition: Boolean): Unit

    Definition Classes
    Assertions
    Annotations
    @macroImpl( ... )
  27. val batchCountListener: BatchCountListener

  28. def batchDuration: Duration

    Definition Classes
    StreamingSuiteCommon
  29. def beforeAll(): Unit

    Definition Classes
    StreamingSuiteBaseSharedSparkContext → BeforeAndAfterAll
  30. def cancel(cause: Throwable): Nothing

    Definition Classes
    Assertions
  31. def cancel(message: String, cause: Throwable): Nothing

    Definition Classes
    Assertions
  32. def cancel(message: String): Nothing

    Definition Classes
    Assertions
  33. def cancel(): Nothing

    Definition Classes
    Assertions
  34. lazy val checkpointDir: String

    Definition Classes
    StreamingSuiteCommon
  35. def clone(): AnyRef

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

  37. def conversionCheckedConstraint[A, B](implicit equivalenceOfA: Equivalence[A], cnv: (B) ⇒ A): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  38. def convertEquivalenceToAToBConstraint[A, B](equivalenceOfB: Equivalence[B])(implicit ev: <:<[A, B]): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  39. def convertEquivalenceToAToBConversionConstraint[A, B](equivalenceOfB: Equivalence[B])(implicit ev: (A) ⇒ B): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  40. def convertEquivalenceToBToAConstraint[A, B](equivalenceOfA: Equivalence[A])(implicit ev: <:<[B, A]): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  41. def convertEquivalenceToBToAConversionConstraint[A, B](equivalenceOfA: Equivalence[A])(implicit ev: (B) ⇒ A): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  42. def convertToCheckingEqualizer[T](left: T): CheckingEqualizer[T]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  43. implicit def convertToEqualizer[T](left: T): Equalizer[T]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  44. def convertToLegacyCheckingEqualizer[T](left: T): LegacyCheckingEqualizer[T]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  45. def convertToLegacyEqualizer[T](left: T): LegacyEqualizer[T]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  46. def defaultEquality[A]: Equality[A]

    Definition Classes
    TripleEqualsSupport
  47. final def eq(arg0: AnyRef): Boolean

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

    Definition Classes
    AnyRef → Any
  49. val eventuallyTimeout: Timeout

    Definition Classes
    StreamingSuiteCommon
  50. final def execute: Unit

    Definition Classes
    Suite
  51. final def execute(testName: String, configMap: ConfigMap, color: Boolean, durations: Boolean, shortstacks: Boolean, fullstacks: Boolean, stats: Boolean): Unit

    Definition Classes
    Suite
  52. def expectedTestCount(filter: Filter): Int

    Definition Classes
    Suite → AbstractSuite
  53. def fail(cause: Throwable): Nothing

    Definition Classes
    Assertions
  54. def fail(message: String, cause: Throwable): Nothing

    Definition Classes
    Assertions
  55. def fail(message: String): Nothing

    Definition Classes
    Assertions
  56. def fail(): Nothing

    Definition Classes
    Assertions
  57. def finalize(): Unit

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

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

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

    Definition Classes
    AnyRef → Any
  61. def ignore(testName: String, testTags: Tag*)(testFun: ⇒ Unit): Unit

    Attributes
    protected
    Definition Classes
    FunSuiteLike
  62. def info: Informer

    Attributes
    protected
    Definition Classes
    FunSuiteLike → Informing
  63. def intercept[T <: AnyRef](f: ⇒ Any)(implicit manifest: Manifest[T]): T

    Definition Classes
    Assertions
  64. val invokeBeforeAllAndAfterAllEvenIfNoTestsAreExpected: Boolean

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

    Definition Classes
    Any
  66. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  67. def log: Logger

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

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

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  74. def logName: String

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  79. def lowPriorityConversionCheckedConstraint[A, B](implicit equivalenceOfB: Equivalence[B], cnv: (A) ⇒ B): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  80. def lowPriorityTypeCheckedConstraint[A, B](implicit equivalenceOfB: Equivalence[B], ev: <:<[A, B]): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  81. def markup: Documenter

    Attributes
    protected
    Definition Classes
    FunSuiteLike → Documenting
  82. def master: String

    Definition Classes
    StreamingSuiteCommon
  83. def maxWaitTimeMillis: Int

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

    Definition Classes
    AnyRef
  85. def nestedSuites: IndexedSeq[Suite]

    Definition Classes
    Suite → AbstractSuite
  86. def note: Notifier

    Attributes
    protected
    Definition Classes
    FunSuiteLike → Notifying
  87. final def notify(): Unit

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

    Definition Classes
    AnyRef
  89. def numInputPartitions: Int

    Definition Classes
    StreamingSuiteCommon
  90. def pending: PendingNothing

    Definition Classes
    Suite
  91. def pendingUntilFixed(f: ⇒ Unit): Unit

    Definition Classes
    Suite
  92. final def registerIgnoredTest(testText: String, testTags: Tag*)(testFun: ⇒ Unit): Unit

    Definition Classes
    FunSuiteLike → TestRegistration
  93. final def registerTest(testText: String, testTags: Tag*)(testFun: ⇒ Unit): Unit

    Definition Classes
    FunSuiteLike → TestRegistration
  94. def rerunner: Option[String]

    Definition Classes
    Suite → AbstractSuite
  95. def run(testName: Option[String], args: Args): Status

    Definition Classes
    BeforeAndAfterAll → SuiteMixin
  96. final def run(testName: Option[String], reporter: Reporter, stopper: Stopper, filter: Filter, configMap: Map[String, Any], distributor: Option[Distributor], tracker: Tracker): Status

    Definition Classes
    AbstractSuite
  97. def runAction[U](input: Seq[Seq[U]], operation: (DStream[U]) ⇒ Unit)(implicit arg0: ClassTag[U]): Unit

    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

  98. def runNestedSuites(args: Args): Status

    Attributes
    protected
    Definition Classes
    Suite → AbstractSuite
  99. def runTest(testName: String, args: Args): Status

    Attributes
    protected
    Definition Classes
    FunSuiteLike → Suite → AbstractSuite
  100. def runTests(testName: Option[String], args: Args): Status

    Attributes
    protected
    Definition Classes
    FunSuiteLike → Suite → AbstractSuite
  101. def sc: SparkContext

  102. final val styleName: String

    Definition Classes
    FunSuiteLike → Suite → AbstractSuite
  103. def suiteId: String

    Definition Classes
    Suite
  104. def suiteName: String

    Definition Classes
    Suite
  105. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  106. def tags: Map[String, Set[String]]

    Definition Classes
    FunSuiteLike → Suite → AbstractSuite
  107. def test(testName: String, testTags: Tag*)(testFun: ⇒ Unit): Unit

    Attributes
    protected
    Definition Classes
    FunSuiteLike
  108. def testDataFor(testName: String, theConfigMap: ConfigMap): TestData

    Definition Classes
    FunSuiteLike → Suite
  109. def testNames: Set[String]

    Definition Classes
    FunSuiteLike → Suite → AbstractSuite
  110. 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

    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. You can simulate the input batch as 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
  111. 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

    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. You can simulate the input batch as 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
  112. 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

    Definition Classes
    StreamingSuiteBase
  113. 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

    Definition Classes
    StreamingSuiteBase
  114. def testsFor(unit: Unit): Unit

    Attributes
    protected
    Definition Classes
    FunSuiteLike
  115. def toString(): String

    Definition Classes
    FunSuite → AnyRef → Any
  116. def trap[T](f: ⇒ T): Throwable

    Definition Classes
    Assertions
  117. def typeCheckedConstraint[A, B](implicit equivalenceOfA: Equivalence[A], ev: <:<[B, A]): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  118. implicit def unconstrainedEquality[A, B](implicit equalityOfA: Equality[A]): Constraint[A, B]

    Definition Classes
    TripleEquals → TripleEqualsSupport
  119. def useManualClock: Boolean

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

    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
  121. final def wait(): Unit

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  124. def withClue[T](clue: Any)(fun: ⇒ T): T

    Definition Classes
    Assertions
  125. def withFixture(test: NoArgTest): Outcome

    Attributes
    protected
    Definition Classes
    Suite → AbstractSuite

Deprecated Value Members

  1. def afterAll(configMap: ConfigMap): Unit

    Attributes
    protected
    Definition Classes
    BeforeAndAfterAll
    Annotations
    @deprecated
    Deprecated

    Please use the afterAll(ConfigMap) method of trait BeforeAndAfterAllConfigMap instead.

  2. def assert(o: Option[String]): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This method has been deprecated in favor of macro assertion and will be removed in a future version of ScalaTest. If you need this, please copy the source code into your own trait instead.

  3. def assert(o: Option[String], clue: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This method has been deprecated in favor of macro assertion and will be removed in a future version of ScalaTest. If you need this, please copy the source code into your own trait instead.

  4. def assume(o: Option[String]): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This method has been deprecated in favor of macro assumption and will be removed in a future version of ScalaTest. If you need this, please copy the source code into your own trait instead.

  5. def assume(o: Option[String], clue: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This method has been deprecated in favor of macro assumption and will be removed in a future version of ScalaTest. If you need this, please copy the source code into your own trait instead.

  6. def beforeAll(configMap: ConfigMap): Unit

    Attributes
    protected
    Definition Classes
    BeforeAndAfterAll
    Annotations
    @deprecated
    Deprecated

    Please use the beforeAll(ConfigMap) method of trait BeforeAndAfterAllConfigMap instead.

  7. def expect(expected: Any)(actual: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This expect method has been deprecated. Please replace all invocations of expect with an identical invocation of assertResult instead.

  8. def expect(expected: Any, clue: Any)(actual: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This expect method has been deprecated. Please replace all invocations of expect with an identical invocation of assertResult instead.

  9. def expectResult(expected: Any)(actual: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This expectResult method has been deprecated. Please replace all invocations of expectResult with an identical invocation of assertResult instead.

  10. def expectResult(expected: Any, clue: Any)(actual: Any): Unit

    Definition Classes
    Assertions
    Annotations
    @deprecated
    Deprecated

    This expectResult method has been deprecated. Please replace all invocations of expectResult with an identical invocation of assertResult instead.

Inherited from StreamingSuiteBase

Inherited from SharedSparkContext

Inherited from StreamingSuiteCommon

Inherited from SparkContextProvider

Inherited from Logging

Inherited from BeforeAndAfterAll

Inherited from SuiteMixin

Inherited from FunSuite

Inherited from FunSuiteLike

Inherited from Documenting

Inherited from Alerting

Inherited from Notifying

Inherited from Informing

Inherited from TestRegistration

Inherited from Suite

Inherited from Serializable

Inherited from AbstractSuite

Inherited from Assertions

Inherited from TripleEquals

Inherited from TripleEqualsSupport

Inherited from AnyRef

Inherited from Any

Ungrouped