Class

com.spotify.scio.tensorflow

TFExampleSCollectionFunctions

Related Doc: package tensorflow

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class TFExampleSCollectionFunctions[T <: Example] extends AnyRef

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Instance Constructors

  1. new TFExampleSCollectionFunctions(self: SCollection[T])

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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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    @throws( classOf[java.lang.Throwable] )

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

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  10. def hashCode(): Int

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  11. def inferExampleMetadata(schemaPath: String = null)(implicit ev: <:<[T, Example]): SCollection[Schema]

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    Infer a org.tensorflow.metadata.v0.Schema from this SCollection of org.tensorflow.example.Example.

    Infer a org.tensorflow.metadata.v0.Schema from this SCollection of org.tensorflow.example.Example.

    schemaPath

    optional path to save infered schema

    returns

    A singleton SCollection containing the schema

  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 saveAsTfExampleFile(path: String, schema: Schema, schemaFilename: String, suffix: String, compression: Compression, numShards: Int)(implicit ev: <:<[T, Example]): Future[Tap[Example]]

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    Saves this SCollection of org.tensorflow.example.Example as a TensorFlow TFRecord file, along with org.tensorflow.metadata.v0.Schema.

  17. def saveAsTfExampleFile(path: String, schema: Schema)(implicit ev: <:<[T, Example]): Future[Tap[Example]]

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    Saves this SCollection of org.tensorflow.example.Example as a TensorFlow TFRecord file, along with org.tensorflow.metadata.v0.Schema.

  18. def saveAsTfExampleFile(path: String)(implicit ev: <:<[T, Example]): Future[Tap[Example]]

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    Saves this SCollection of org.tensorflow.example.Example as a TensorFlow TFRecord file.

  19. val self: SCollection[T]

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

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  21. def toString(): String

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  22. final def wait(): Unit

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

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

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Deprecated Value Members

  1. def saveAsTfExampleFile(path: String, fe: FeatureExtractor[SCollection, _], compression: Compression): (Future[Tap[Example]], Future[Tap[String]])

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    Save this SCollection of Example as TensorFlow TFRecord files.

    Save this SCollection of Example as TensorFlow TFRecord files.

    fe

    FeatureExtractor, obtained from Featran after calling extract on a com.spotify.featran.FeatureSpec

    Annotations
    @deprecated
    Deprecated

    (Since version scio-tensorflow 0.5.6)

  2. def saveAsTfExampleFile(path: String, fe: FeatureExtractor[SCollection, _]): (Future[Tap[Example]], Future[Tap[String]])

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    Save this SCollection of Example as TensorFlow TFRecord files.

    Save this SCollection of Example as TensorFlow TFRecord files.

    fe

    FeatureExtractor, obtained from Featran after calling extract on a com.spotify.featran.FeatureSpec

    Annotations
    @deprecated
    Deprecated

    (Since version scio-tensorflow 0.5.6)

  3. def saveAsTfExampleFile(path: String, tFRecordSpec: TFRecordSpec, suffix: String = ".tfrecords", compression: Compression = Compression.UNCOMPRESSED, numShards: Int = 0, tfRecordSpecPath: String = null)(implicit ev: <:<[T, Example]): (Future[Tap[Example]], Future[Tap[String]])

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    Save this SCollection of org.tensorflow.example.Example as a TensorFlow TFRecord file.

    Save this SCollection of org.tensorflow.example.Example as a TensorFlow TFRecord file.

    tFRecordSpec

    TF Record description for the Examples, use the com.spotify.scio.tensorflow.TFRecordSpec to define a description.

    tfRecordSpecPath

    path to save the TF Record description to, by default it will be <PATH>/_tf_record_spec.json

    Annotations
    @deprecated
    Deprecated

    (Since version scio-tensorflow 0.5.6)

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