Class/Object

com.microsoft.ml.spark

AnalyzeImage

Related Docs: object AnalyzeImage | package spark

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class AnalyzeImage extends CognitiveServicesBase with HasImageInput with HasInternalJsonOutputParser with HasCognitiveServiceInput

Linear Supertypes
HasInternalJsonOutputParser, HasImageInput, HasCognitiveServiceInput, HasImageBytes, HasImageUrl, CognitiveServicesBase, HasHandler, CognitiveServicesBaseWithoutHandler, HasErrorCol, HasSubscriptionKey, HasServiceParams, ComplexParamsWritable, MLWritable, HasURL, HasOutputCol, HTTPParams, Wrappable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  3. By Inheritance
Inherited
  1. AnalyzeImage
  2. HasInternalJsonOutputParser
  3. HasImageInput
  4. HasCognitiveServiceInput
  5. HasImageBytes
  6. HasImageUrl
  7. CognitiveServicesBase
  8. HasHandler
  9. CognitiveServicesBaseWithoutHandler
  10. HasErrorCol
  11. HasSubscriptionKey
  12. HasServiceParams
  13. ComplexParamsWritable
  14. MLWritable
  15. HasURL
  16. HasOutputCol
  17. HTTPParams
  18. Wrappable
  19. Transformer
  20. PipelineStage
  21. Logging
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new AnalyzeImage()

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  2. new AnalyzeImage(uid: String)

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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 $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): AnalyzeImage.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. val concurrency: Param[Int]

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    Definition Classes
    HTTPParams

  9. val concurrentTimeout: Param[Double]

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    Definition Classes
    HTTPParams

  10. def copy(extra: ParamMap): Transformer

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  13. val details: ServiceParam[Seq[String]]

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  14. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  17. val errorCol: Param[String]

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    Definition Classes
    HasErrorCol

  18. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  21. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  22. def finalize(): Unit

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

  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  25. def getConcurrency: Int

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    Definition Classes
    HTTPParams

  26. def getConcurrentTimeout: Double

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    Definition Classes
    HTTPParams

  27. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  28. def getDetails: Seq[String]

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  29. def getDetailsCol: String

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  30. def getErrorCol: String

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    Definition Classes
    HasErrorCol

  31. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler

  32. def getImageBytes: Array[Byte]

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    Definition Classes
    HasImageBytes

  33. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes

  34. def getImageUrl: String

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    Definition Classes
    HasImageUrl

  35. def getImageUrlCol: String

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    Definition Classes
    HasImageUrl

  36. def getInternalInputParser(schema: StructType): HTTPInputParser

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  37. def getInternalOutputParser(schema: StructType): HTTPOutputParser

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    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser

  38. def getInternalTransformer(schema: StructType): PipelineModel

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    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseWithoutHandler

  39. def getLanguage: String

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  40. def getLanguageCol: String

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  41. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  42. def getOutputCol: String

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    Definition Classes
    HasOutputCol

  43. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  44. def getRequiredParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  45. def getScalarParam[T](name: String): T

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    Definition Classes
    HasServiceParams

  46. def getScalarParam[T](p: ServiceParam[T]): T

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    Definition Classes
    HasServiceParams

  47. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey

  48. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey

  49. def getTimeout: Double

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    Definition Classes
    HTTPParams

  50. def getUrl: String

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    Definition Classes
    HasURL

  51. def getUrlParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  52. def getValue[T](row: Row, p: ServiceParam[T]): T

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  53. def getValueAny(row: Row, p: ServiceParam[_]): Any

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  54. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  55. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  56. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  57. def getVectorParam(name: String): String

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    Definition Classes
    HasServiceParams

  58. def getVectorParam(p: ServiceParam[_]): String

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    Definition Classes
    HasServiceParams

  59. def getVectorParamMap: Map[String, String]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  60. def getVisualFeatures: Seq[String]

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  61. def getVisualFeaturesCol: String

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  62. val handler: UDFParam

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    Definition Classes
    HasHandler

  63. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData

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    Definition Classes
    CognitiveServicesBase → CognitiveServicesBaseWithoutHandler

  64. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  65. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  66. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  67. val imageBytes: ServiceParam[Array[Byte]]

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    Definition Classes
    HasImageBytes

  68. val imageUrl: ServiceParam[String]

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    Definition Classes
    HasImageUrl

  69. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  70. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  71. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]

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    Attributes
    protected
    Definition Classes
    HasImageInput → HasCognitiveServiceInput

  72. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  73. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  74. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  75. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  76. val language: ServiceParam[String]

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  77. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  78. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  79. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  80. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  81. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  82. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  83. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  84. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  85. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  86. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  87. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  88. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  90. final def notify(): Unit

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    Definition Classes
    AnyRef

  91. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  92. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

  93. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  94. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]

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    Attributes
    protected
    Definition Classes
    HasImageInput → HasCognitiveServiceInput

  95. def prepareMethod(): HttpRequestBase

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  96. def prepareUrl: (Row) ⇒ String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  97. def responseDataType: DataType

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    Definition Classes
    AnalyzeImage → HasInternalJsonOutputParser

  98. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  99. final def set(paramPair: ParamPair[_]): AnalyzeImage.this.type

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    Attributes
    protected
    Definition Classes
    Params

  100. final def set(param: String, value: Any): AnalyzeImage.this.type

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    Attributes
    protected
    Definition Classes
    Params

  101. final def set[T](param: Param[T], value: T): AnalyzeImage.this.type

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    Definition Classes
    Params

  102. def setConcurrency(value: Int): AnalyzeImage.this.type

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    Definition Classes
    HTTPParams

  103. def setConcurrentTimeout(value: Double): AnalyzeImage.this.type

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    Definition Classes
    HTTPParams

  104. final def setDefault(paramPairs: ParamPair[_]*): AnalyzeImage.this.type

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    Attributes
    protected
    Definition Classes
    Params

  105. final def setDefault[T](param: Param[T], value: T): AnalyzeImage.this.type

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    Attributes
    protected
    Definition Classes
    Params

  106. def setDefaultLanguage(v: String): AnalyzeImage.this.type

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  107. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): AnalyzeImage.this.type

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    Definition Classes
    HasServiceParams

  108. def setDefaultValue[T](p: ServiceParam[T], value: T): AnalyzeImage.this.type

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    Definition Classes
    HasServiceParams

  109. def setDetails(v: Seq[String]): AnalyzeImage.this.type

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  110. def setDetailsCol(v: String): AnalyzeImage.this.type

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  111. def setErrorCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasErrorCol

  112. def setHandler(v: HandlerFunc): AnalyzeImage.this.type

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    Definition Classes
    HasHandler

  113. def setImageBytes(v: Array[Byte]): AnalyzeImage.this.type

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    Definition Classes
    HasImageBytes

  114. def setImageBytesCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasImageBytes

  115. def setImageUrl(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasImageUrl

  116. def setImageUrlCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasImageUrl

  117. def setLanguage(v: String): AnalyzeImage.this.type

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  118. def setLanguageCol(v: String): AnalyzeImage.this.type

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  119. def setLocation(v: String): AnalyzeImage.this.type

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  120. def setOutputCol(value: String): AnalyzeImage.this.type

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    Definition Classes
    HasOutputCol

  121. def setScalarParam[T](name: String, value: T): AnalyzeImage.this.type

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    Definition Classes
    HasServiceParams

  122. def setScalarParam[T](p: ServiceParam[T], value: T): AnalyzeImage.this.type

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    Definition Classes
    HasServiceParams

  123. def setSubscriptionKey(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasSubscriptionKey

  124. def setSubscriptionKeyCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasSubscriptionKey

  125. def setTimeout(value: Double): AnalyzeImage.this.type

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    Definition Classes
    HTTPParams

  126. def setUrl(value: String): AnalyzeImage.this.type

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    Definition Classes
    HasURL

  127. def setVectorParam(name: String, value: String): AnalyzeImage.this.type

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    Definition Classes
    HasServiceParams

  128. def setVectorParam[T](p: ServiceParam[T], value: String): AnalyzeImage.this.type

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    Definition Classes
    HasServiceParams

  129. def setVisualFeatures(v: Seq[String]): AnalyzeImage.this.type

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  130. def setVisualFeaturesCol(v: String): AnalyzeImage.this.type

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  131. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasImageInput → HasServiceParams

  132. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey

  133. val subscriptionKeyHeaderName: String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

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

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    Definition Classes
    AnyRef

  135. val timeout: Param[Double]

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    Definition Classes
    HTTPParams

  136. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  137. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer

  138. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  139. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  140. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → PipelineStage

  141. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  142. val uid: String

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    Definition Classes
    AnalyzeImage → CognitiveServicesBaseWithoutHandler → Identifiable

  143. val url: Param[String]

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    Definition Classes
    HasURL

  144. val visualFeatures: ServiceParam[Seq[String]]

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  145. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  148. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasInternalJsonOutputParser

Inherited from HasImageInput

Inherited from HasCognitiveServiceInput

Inherited from HasImageBytes

Inherited from HasImageUrl

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from CognitiveServicesBaseWithoutHandler

Inherited from HasErrorCol

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasURL

Inherited from HasOutputCol

Inherited from HTTPParams

Inherited from Wrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members