Trait

it.agilelab.bigdata.wasp.repository.core.bl

MlModelBL

Related Doc: package bl

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trait MlModelBL extends AnyRef

This class allow to read and persist the machine learning models

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Abstract Value Members

  1. abstract def delete(name: String, version: String, timestamp: Long): Unit

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    Delete the metadata and the transformer model in base to name, version, timestamp

  2. abstract def getAll: Seq[MlModelOnlyInfo]

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    Get all model saved

  3. abstract def getFileByID(mlModelOnlyInfo: MlModelOnlyInfo): Option[Array[Byte]]

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  4. abstract def getMlModelOnlyInfo(name: String, version: String, timestamp: Long): Option[MlModelOnlyInfo]

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    Find a precise model that is identify by name, version and timestamp

  5. abstract def getMlModelOnlyInfo(name: String, version: String): Option[MlModelOnlyInfo]

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    Find the most recent model with this name and version

    Find the most recent model with this name and version

    name

    model name

    version

    model version

    returns

    info of the model

  6. abstract def saveFile(file: Array[Byte], fileName: String, metadata: BsonDocument): BsonObjectId

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  7. abstract def saveMlModelOnlyInfo(mlModelOnlyInfo: MlModelOnlyInfo): Unit

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    Persist only the metadata about the model

  8. abstract def updateMlModelOnlyInfo(mlModelOnlyInfo: MlModelOnlyInfo): Unit

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    Update only the metadata about the model

Concrete Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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

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  10. def getSerializedTransformer(mlModelOnlyInfo: MlModelOnlyInfo): Option[Any]

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    Get an Enumerator with the model already deserialized the mlModelOnlyInfo must have initialized

    Get an Enumerator with the model already deserialized the mlModelOnlyInfo must have initialized

    mlModelOnlyInfo

    All the metadata about the model with the modelFileId initialized

  11. def hashCode(): Int

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  12. final def isInstanceOf[T0]: Boolean

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

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  14. final def notify(): Unit

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  15. final def notifyAll(): Unit

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  16. def saveTransformer(transformerModel: Serializable, name: String, version: String, timestamp: Long): BsonObjectId

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    Persist the transformer model

    Persist the transformer model

    returns

    the id of the model

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

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  18. def toString(): String

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  19. final def wait(): Unit

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

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

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