Packages

class ONNXModel extends Transformer with ComplexParamsWritable with ONNXModelParams with Wrappable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, ONNXModelParams, HasFeedFetchDicts, HasMiniBatcher, ComplexParamsWritable, MLWritable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ONNXModel
  2. SynapseMLLogging
  3. Wrappable
  4. DotnetWrappable
  5. RWrappable
  6. PythonWrappable
  7. BaseWrappable
  8. ONNXModelParams
  9. HasFeedFetchDicts
  10. HasMiniBatcher
  11. ComplexParamsWritable
  12. MLWritable
  13. Transformer
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ONNXModel()
  2. new ONNXModel(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val argMaxDict: StringStringMapParam
    Definition Classes
    ONNXModelParams
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): ONNXModel.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copy(extra: ParamMap): ONNXModel
    Definition Classes
    ONNXModel → Transformer → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. val deviceType: Param[String]
    Definition Classes
    ONNXModelParams
  16. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  17. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. val feedDict: StringStringMapParam
    Definition Classes
    HasFeedFetchDicts
  40. val fetchDict: StringStringMapParam
    Definition Classes
    HasFeedFetchDicts
  41. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  42. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  43. def getArgMaxDict: Map[String, String]
    Definition Classes
    ONNXModelParams
  44. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  45. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  46. def getDeviceType: String
    Definition Classes
    ONNXModelParams
  47. def getFeedDict: Map[String, String]
    Definition Classes
    HasFeedFetchDicts
  48. def getFetchDict: Map[String, String]
    Definition Classes
    HasFeedFetchDicts
  49. def getMiniBatchSize: Int
    Definition Classes
    HasMiniBatcher
  50. def getMiniBatcher: MiniBatchBase

    Definition Classes
    HasMiniBatcher
  51. def getModelPayload: Array[Byte]
    Definition Classes
    ONNXModelParams
  52. def getOptimizationLevel: String
    Definition Classes
    ONNXModelParams
  53. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  54. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  55. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  56. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  57. def getSoftMaxDict: Map[String, String]
    Definition Classes
    ONNXModelParams
  58. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  59. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  60. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  61. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  62. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  64. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  65. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  66. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  67. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  68. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  69. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  70. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  71. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  76. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  77. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  80. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  83. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  84. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  87. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  88. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  89. val miniBatcher: TransformerParam

    Size of minibatches.

    Size of minibatches. Must be greater than 0; default is 10

    Definition Classes
    HasMiniBatcher
  90. def modelInput: Map[String, NodeInfo]
  91. def modelInputJava: Map[String, NodeInfo]
  92. def modelOutput: Map[String, NodeInfo]
  93. def modelOutputJava: Map[String, NodeInfo]
  94. val modelPayload: ByteArrayParam
    Definition Classes
    ONNXModelParams
  95. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  96. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  97. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  98. val optimizationLevel: Param[String]
    Definition Classes
    ONNXModelParams
  99. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  100. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  101. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  107. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    ONNXModel → PythonWrappable
  108. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  120. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  121. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  122. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  123. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  125. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  126. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. def rebroadcastModelPayload(spark: SparkSession): Broadcast[Array[Byte]]
  129. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  130. final def set(paramPair: ParamPair[_]): ONNXModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  131. final def set(param: String, value: Any): ONNXModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. final def set[T](param: Param[T], value: T): ONNXModel.this.type
    Definition Classes
    Params
  133. def setArgMaxDict(k: String, v: String): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  134. def setArgMaxDict(value: HashMap[String, String]): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  135. def setArgMaxDict(value: Map[String, String]): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  136. final def setDefault(paramPairs: ParamPair[_]*): ONNXModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  137. final def setDefault[T](param: Param[T], value: T): ONNXModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  138. def setDeviceType(value: String): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  139. def setFeedDict(k: String, v: String): ONNXModel.this.type
    Definition Classes
    HasFeedFetchDicts
  140. def setFeedDict(value: HashMap[String, String]): ONNXModel.this.type
    Definition Classes
    HasFeedFetchDicts
  141. def setFeedDict(value: Map[String, String]): ONNXModel.this.type
    Definition Classes
    HasFeedFetchDicts
  142. def setFetchDict(k: String, v: String): ONNXModel.this.type
    Definition Classes
    HasFeedFetchDicts
  143. def setFetchDict(value: HashMap[String, String]): ONNXModel.this.type
    Definition Classes
    HasFeedFetchDicts
  144. def setFetchDict(value: Map[String, String]): ONNXModel.this.type
    Definition Classes
    HasFeedFetchDicts
  145. def setMiniBatchSize(n: Int): ONNXModel.this.type
    Definition Classes
    HasMiniBatcher
  146. def setMiniBatcher(value: MiniBatchBase): ONNXModel.this.type

    Definition Classes
    HasMiniBatcher
  147. def setModelLocation(path: String): ONNXModel.this.type
  148. def setModelPayload(value: Array[Byte]): ONNXModel.this.type
  149. def setOptimizationLevel(value: String): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  150. def setSoftMaxDict(k: String, v: String): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  151. def setSoftMaxDict(value: HashMap[String, String]): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  152. def setSoftMaxDict(value: Map[String, String]): ONNXModel.this.type
    Definition Classes
    ONNXModelParams
  153. def sliceAtOutput(output: String): ONNXModel
  154. def sliceAtOutputs(outputs: Array[String]): ONNXModel
  155. val softMaxDict: StringStringMapParam
    Definition Classes
    ONNXModelParams
  156. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  157. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  158. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  159. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    ONNXModel → Transformer
  160. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  161. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  162. def transformInner(dataset: Dataset[_], inputSchema: StructType): DataFrame
  163. def transformSchema(schema: StructType): StructType
    Definition Classes
    ONNXModel → PipelineStage
  164. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  165. val uid: String
    Definition Classes
    ONNXModel → SynapseMLLogging → Identifiable
  166. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  167. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  168. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  169. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from SynapseMLLogging

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from ONNXModelParams

Inherited from HasFeedFetchDicts

Inherited from HasMiniBatcher

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped