Package com.google.cloud.automl.v1

Class ModelExportOutputConfig

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.automl.v1.ModelExportOutputConfig
All Implemented Interfaces:
ModelExportOutputConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ModelExportOutputConfig extends com.google.protobuf.GeneratedMessage implements ModelExportOutputConfigOrBuilder
 Output configuration for ModelExport Action.
Protobuf type google.cloud.automl.v1.ModelExportOutputConfig
See Also:

  • Field Details

    • GCS_DESTINATION_FIELD_NUMBER

      public static final int GCS_DESTINATION_FIELD_NUMBER
      See Also:

    • MODEL_FORMAT_FIELD_NUMBER

      public static final int MODEL_FORMAT_FIELD_NUMBER
      See Also:

    • PARAMS_FIELD_NUMBER

      public static final int PARAMS_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetMapFieldReflection

      protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
      Overrides:
      internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • getDestinationCase

      public ModelExportOutputConfig.DestinationCase getDestinationCase()
      Specified by:
      getDestinationCase in interface ModelExportOutputConfigOrBuilder

    • hasGcsDestination

      public boolean hasGcsDestination()
       Required. The Google Cloud Storage location where the model is to be
 written to. This location may only be set for the following model
 formats:
 "tflite", "edgetpu_tflite", "tf_saved_model", "tf_js", "core_ml".

 Under the directory given as the destination a new one with name
 "model-export-<model-display-name>-<timestamp-of-export-call>",
 where timestamp is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format,
 will be created. Inside the model and any of its supporting files
 will be written.
      .google.cloud.automl.v1.GcsDestination gcs_destination = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      hasGcsDestination in interface ModelExportOutputConfigOrBuilder
      Returns:
      Whether the gcsDestination field is set.

    • getGcsDestination

      public GcsDestination getGcsDestination()
       Required. The Google Cloud Storage location where the model is to be
 written to. This location may only be set for the following model
 formats:
 "tflite", "edgetpu_tflite", "tf_saved_model", "tf_js", "core_ml".

 Under the directory given as the destination a new one with name
 "model-export-<model-display-name>-<timestamp-of-export-call>",
 where timestamp is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format,
 will be created. Inside the model and any of its supporting files
 will be written.
      .google.cloud.automl.v1.GcsDestination gcs_destination = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getGcsDestination in interface ModelExportOutputConfigOrBuilder
      Returns:
      The gcsDestination.

    • getGcsDestinationOrBuilder

      public GcsDestinationOrBuilder getGcsDestinationOrBuilder()
       Required. The Google Cloud Storage location where the model is to be
 written to. This location may only be set for the following model
 formats:
 "tflite", "edgetpu_tflite", "tf_saved_model", "tf_js", "core_ml".

 Under the directory given as the destination a new one with name
 "model-export-<model-display-name>-<timestamp-of-export-call>",
 where timestamp is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format,
 will be created. Inside the model and any of its supporting files
 will be written.
      .google.cloud.automl.v1.GcsDestination gcs_destination = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getGcsDestinationOrBuilder in interface ModelExportOutputConfigOrBuilder

    • getModelFormat

      public String getModelFormat()
       The format in which the model must be exported. The available, and default,
 formats depend on the problem and model type (if given problem and type
 combination doesn't have a format listed, it means its models are not
 exportable):

 *  For Image Classification mobile-low-latency-1, mobile-versatile-1,
 mobile-high-accuracy-1:
 "tflite" (default), "edgetpu_tflite", "tf_saved_model", "tf_js",
 "docker".

 *  For Image Classification mobile-core-ml-low-latency-1,
 mobile-core-ml-versatile-1, mobile-core-ml-high-accuracy-1:
 "core_ml" (default).

 *  For Image Object Detection mobile-low-latency-1, mobile-versatile-1,
 mobile-high-accuracy-1:
 "tflite", "tf_saved_model", "tf_js".
 Formats description:

 * tflite - Used for Android mobile devices.
 * edgetpu_tflite - Used for [Edge TPU](https://cloud.google.com/edge-tpu/)
 devices.
 * tf_saved_model - A tensorflow model in SavedModel format.
 * tf_js - A [TensorFlow.js](https://www.tensorflow.org/js) model that can
 be used in the browser and in Node.js using JavaScript.
 * docker - Used for Docker containers. Use the params field to customize
 the container. The container is verified to work correctly on
 ubuntu 16.04 operating system. See more at
 [containers
 quickstart](https://cloud.google.com/vision/automl/docs/containers-gcs-quickstart)
 * core_ml - Used for iOS mobile devices.
      string model_format = 4;
      Specified by:
      getModelFormat in interface ModelExportOutputConfigOrBuilder
      Returns:
      The modelFormat.

    • getModelFormatBytes

      public com.google.protobuf.ByteString getModelFormatBytes()
       The format in which the model must be exported. The available, and default,
 formats depend on the problem and model type (if given problem and type
 combination doesn't have a format listed, it means its models are not
 exportable):

 *  For Image Classification mobile-low-latency-1, mobile-versatile-1,
 mobile-high-accuracy-1:
 "tflite" (default), "edgetpu_tflite", "tf_saved_model", "tf_js",
 "docker".

 *  For Image Classification mobile-core-ml-low-latency-1,
 mobile-core-ml-versatile-1, mobile-core-ml-high-accuracy-1:
 "core_ml" (default).

 *  For Image Object Detection mobile-low-latency-1, mobile-versatile-1,
 mobile-high-accuracy-1:
 "tflite", "tf_saved_model", "tf_js".
 Formats description:

 * tflite - Used for Android mobile devices.
 * edgetpu_tflite - Used for [Edge TPU](https://cloud.google.com/edge-tpu/)
 devices.
 * tf_saved_model - A tensorflow model in SavedModel format.
 * tf_js - A [TensorFlow.js](https://www.tensorflow.org/js) model that can
 be used in the browser and in Node.js using JavaScript.
 * docker - Used for Docker containers. Use the params field to customize
 the container. The container is verified to work correctly on
 ubuntu 16.04 operating system. See more at
 [containers
 quickstart](https://cloud.google.com/vision/automl/docs/containers-gcs-quickstart)
 * core_ml - Used for iOS mobile devices.
      string model_format = 4;
      Specified by:
      getModelFormatBytes in interface ModelExportOutputConfigOrBuilder
      Returns:
      The bytes for modelFormat.

    • getParamsCount

      public int getParamsCount()
      Description copied from interface: ModelExportOutputConfigOrBuilder
       Additional model-type and format specific parameters describing the
 requirements for the to be exported model files, any string must be up to
 25000 characters long.

 * For `docker` format:
 `cpu_architecture` - (string) "x86_64" (default).
 `gpu_architecture` - (string) "none" (default), "nvidia".
      map<string, string> params = 2;
      Specified by:
      getParamsCount in interface ModelExportOutputConfigOrBuilder

    • containsParams

      public boolean containsParams(String key)
       Additional model-type and format specific parameters describing the
 requirements for the to be exported model files, any string must be up to
 25000 characters long.

 * For `docker` format:
 `cpu_architecture` - (string) "x86_64" (default).
 `gpu_architecture` - (string) "none" (default), "nvidia".
      map<string, string> params = 2;
      Specified by:
      containsParams in interface ModelExportOutputConfigOrBuilder

    • getParams

      @Deprecated public Map<String,String> getParams()
      Deprecated.
      Use getParamsMap() instead.
      Specified by:
      getParams in interface ModelExportOutputConfigOrBuilder

    • getParamsMap

      public Map<String,String> getParamsMap()
       Additional model-type and format specific parameters describing the
 requirements for the to be exported model files, any string must be up to
 25000 characters long.

 * For `docker` format:
 `cpu_architecture` - (string) "x86_64" (default).
 `gpu_architecture` - (string) "none" (default), "nvidia".
      map<string, string> params = 2;
      Specified by:
      getParamsMap in interface ModelExportOutputConfigOrBuilder

    • getParamsOrDefault

      public String getParamsOrDefault(String key, String defaultValue)
       Additional model-type and format specific parameters describing the
 requirements for the to be exported model files, any string must be up to
 25000 characters long.

 * For `docker` format:
 `cpu_architecture` - (string) "x86_64" (default).
 `gpu_architecture` - (string) "none" (default), "nvidia".
      map<string, string> params = 2;
      Specified by:
      getParamsOrDefault in interface ModelExportOutputConfigOrBuilder

    • getParamsOrThrow

      public String getParamsOrThrow(String key)
       Additional model-type and format specific parameters describing the
 requirements for the to be exported model files, any string must be up to
 25000 characters long.

 * For `docker` format:
 `cpu_architecture` - (string) "x86_64" (default).
 `gpu_architecture` - (string) "none" (default), "nvidia".
      map<string, string> params = 2;
      Specified by:
      getParamsOrThrow in interface ModelExportOutputConfigOrBuilder

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static ModelExportOutputConfig parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ModelExportOutputConfig parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ModelExportOutputConfig parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelExportOutputConfig parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public ModelExportOutputConfig.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static ModelExportOutputConfig.Builder newBuilder()

    • newBuilder

      public static ModelExportOutputConfig.Builder newBuilder(ModelExportOutputConfig prototype)

    • toBuilder

      public ModelExportOutputConfig.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected ModelExportOutputConfig.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static ModelExportOutputConfig getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<ModelExportOutputConfig> parser()

    • getParserForType

      public com.google.protobuf.Parser<ModelExportOutputConfig> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public ModelExportOutputConfig getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder