Class/Object

io.hydrosphere.serving.tensorflow.api.predict

PredictRequest

Related Docs: object PredictRequest | package predict

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final case class PredictRequest(modelSpec: Option[ModelSpec] = None, inputs: Map[String, TensorProto] = ...) extends GeneratedMessage with Message[PredictRequest] with Updatable[PredictRequest] with Product with Serializable

PredictRequest specifies which TensorFlow model to run, as well as how inputs are mapped to tensors and how outputs are filtered before returning to user.

modelSpec

Model Specification.

inputs

Input tensors. Names of input tensor are alias names. The mapping from aliases to real input tensor names is stored in the SavedModel export as a prediction SignatureDef under the 'inputs' field.

Annotations
@SerialVersionUID()
Linear Supertypes
Product, Equals, Updatable[PredictRequest], Message[PredictRequest], GeneratedMessage, Serializable, Serializable, AnyRef, Any
Ordering
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Inherited
  1. PredictRequest
  2. Product
  3. Equals
  4. Updatable
  5. Message
  6. GeneratedMessage
  7. Serializable
  8. Serializable
  9. AnyRef
  10. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new PredictRequest(modelSpec: Option[ModelSpec] = None, inputs: Map[String, TensorProto] = ...)

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    modelSpec

    Model Specification.

    inputs

    Input tensors. Names of input tensor are alias names. The mapping from aliases to real input tensor names is stored in the SavedModel export as a prediction SignatureDef under the 'inputs' field.

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 addAllInputs(__vs: TraversableOnce[(String, TensorProto)]): PredictRequest

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  5. def addInputs(__vs: (String, TensorProto)*): PredictRequest

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  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def clearInputs: PredictRequest

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  8. def clearModelSpec: PredictRequest

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  9. def clone(): AnyRef

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

  10. def companion: PredictRequest.type

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    Definition Classes
    PredictRequest → GeneratedMessage

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

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    Definition Classes
    AnyRef

  12. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  14. def getField(__field: FieldDescriptor): PValue

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    Definition Classes
    PredictRequest → GeneratedMessage

  15. def getFieldByNumber(__fieldNumber: Int): Any

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    Definition Classes
    PredictRequest → GeneratedMessage

  16. def getModelSpec: ModelSpec

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  17. val inputs: Map[String, TensorProto]

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    Input tensors.

    Input tensors. Names of input tensor are alias names. The mapping from aliases to real input tensor names is stored in the SavedModel export as a prediction SignatureDef under the 'inputs' field.

  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  19. def mergeFrom(_input__: CodedInputStream): PredictRequest

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    Definition Classes
    PredictRequest → Message

  20. val modelSpec: Option[ModelSpec]

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    Model Specification.

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

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    Definition Classes
    AnyRef

  22. final def notify(): Unit

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    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  24. final def serializedSize: Int

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    Definition Classes
    PredictRequest → GeneratedMessage

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

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    Definition Classes
    AnyRef

  26. def toByteArray: Array[Byte]

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    Definition Classes
    GeneratedMessage

  27. def toByteString: ByteString

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    Definition Classes
    GeneratedMessage

  28. def toPMessage: PMessage

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    Definition Classes
    GeneratedMessage

  29. def toProtoString: String

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    Definition Classes
    PredictRequest → GeneratedMessage

  30. def update(ms: (Lens[PredictRequest, PredictRequest]) ⇒ Mutation[PredictRequest]*): PredictRequest

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    Definition Classes
    Updatable

  31. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  34. def withInputs(__v: Map[String, TensorProto]): PredictRequest

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  35. def withModelSpec(__v: ModelSpec): PredictRequest

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  36. def writeDelimitedTo(output: OutputStream): Unit

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    Definition Classes
    GeneratedMessage

  37. def writeTo(_output__: CodedOutputStream): Unit

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    Definition Classes
    PredictRequest → GeneratedMessage

  38. def writeTo(output: OutputStream): Unit

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    Definition Classes
    GeneratedMessage

Deprecated Value Members

  1. def getAllFields: Map[FieldDescriptor, Any]

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    Definition Classes
    GeneratedMessage
    Annotations
    @deprecated
    Deprecated

    (Since version 0.6.0) Use toPMessage

  2. def getField(field: FieldDescriptor): Any

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    Definition Classes
    GeneratedMessage
    Annotations
    @deprecated
    Deprecated

    (Since version 0.6.0) Use getField that accepts a ScalaPB descriptor and returns PValue

Inherited from Product

Inherited from Equals

Inherited from Updatable[PredictRequest]

Inherited from Message[PredictRequest]

Inherited from GeneratedMessage

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped