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public final class Model extends GeneratedMessage implements ModelOrBuilderAPI proto representing a trained machine learning model.
Protobuf type google.cloud.automl.v1beta1.Model
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessage > ModelImplements
ModelOrBuilderStatic Fields
CREATE_TIME_FIELD_NUMBER
public static final int CREATE_TIME_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
DATASET_ID_FIELD_NUMBER
public static final int DATASET_ID_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
DEPLOYMENT_STATE_FIELD_NUMBER
public static final int DEPLOYMENT_STATE_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
DISPLAY_NAME_FIELD_NUMBER
public static final int DISPLAY_NAME_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
IMAGE_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER
public static final int IMAGE_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
IMAGE_OBJECT_DETECTION_MODEL_METADATA_FIELD_NUMBER
public static final int IMAGE_OBJECT_DETECTION_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
NAME_FIELD_NUMBER
public static final int NAME_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
TABLES_MODEL_METADATA_FIELD_NUMBER
public static final int TABLES_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
TEXT_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER
public static final int TEXT_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
TEXT_EXTRACTION_MODEL_METADATA_FIELD_NUMBER
public static final int TEXT_EXTRACTION_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
TEXT_SENTIMENT_MODEL_METADATA_FIELD_NUMBER
public static final int TEXT_SENTIMENT_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
TRANSLATION_MODEL_METADATA_FIELD_NUMBER
public static final int TRANSLATION_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
UPDATE_TIME_FIELD_NUMBER
public static final int UPDATE_TIME_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
VIDEO_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER
public static final int VIDEO_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
VIDEO_OBJECT_TRACKING_MODEL_METADATA_FIELD_NUMBER
public static final int VIDEO_OBJECT_TRACKING_MODEL_METADATA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static Model getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
Model |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static Model.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
Model.Builder |
|
newBuilder(Model prototype)
public static Model.Builder newBuilder(Model prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
Model |
| Returns | |
|---|---|
| Type | Description |
Model.Builder |
|
parseDelimitedFrom(InputStream input)
public static Model parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static Model parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static Model parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static Model parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static Model parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static Model parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static Model parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<Model> parser()| Returns | |
|---|---|
| Type | Description |
Parser<Model> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getCreateTime()
public Timestamp getCreateTime()Output only. Timestamp when the model training finished and can be used for prediction.
.google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The createTime. |
getCreateTimeOrBuilder()
public TimestampOrBuilder getCreateTimeOrBuilder()Output only. Timestamp when the model training finished and can be used for prediction.
.google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
getDatasetId()
public String getDatasetId()Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.
string dataset_id = 3;
| Returns | |
|---|---|
| Type | Description |
String |
The datasetId. |
getDatasetIdBytes()
public ByteString getDatasetIdBytes()Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.
string dataset_id = 3;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for datasetId. |
getDefaultInstanceForType()
public Model getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
Model |
|
getDeploymentState()
public Model.DeploymentState getDeploymentState()Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.
.google.cloud.automl.v1beta1.Model.DeploymentState deployment_state = 8;
| Returns | |
|---|---|
| Type | Description |
Model.DeploymentState |
The deploymentState. |
getDeploymentStateValue()
public int getDeploymentStateValue()Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.
.google.cloud.automl.v1beta1.Model.DeploymentState deployment_state = 8;
| Returns | |
|---|---|
| Type | Description |
int |
The enum numeric value on the wire for deploymentState. |
getDisplayName()
public String getDisplayName()Required. The name of the model to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9. It must start with a letter.
string display_name = 2;
| Returns | |
|---|---|
| Type | Description |
String |
The displayName. |
getDisplayNameBytes()
public ByteString getDisplayNameBytes()Required. The name of the model to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9. It must start with a letter.
string display_name = 2;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for displayName. |
getImageClassificationModelMetadata()
public ImageClassificationModelMetadata getImageClassificationModelMetadata()Metadata for image classification models.
.google.cloud.automl.v1beta1.ImageClassificationModelMetadata image_classification_model_metadata = 13;
| Returns | |
|---|---|
| Type | Description |
ImageClassificationModelMetadata |
The imageClassificationModelMetadata. |
getImageClassificationModelMetadataOrBuilder()
public ImageClassificationModelMetadataOrBuilder getImageClassificationModelMetadataOrBuilder()Metadata for image classification models.
.google.cloud.automl.v1beta1.ImageClassificationModelMetadata image_classification_model_metadata = 13;
| Returns | |
|---|---|
| Type | Description |
ImageClassificationModelMetadataOrBuilder |
|
getImageObjectDetectionModelMetadata()
public ImageObjectDetectionModelMetadata getImageObjectDetectionModelMetadata()Metadata for image object detection models.
.google.cloud.automl.v1beta1.ImageObjectDetectionModelMetadata image_object_detection_model_metadata = 20;
| Returns | |
|---|---|
| Type | Description |
ImageObjectDetectionModelMetadata |
The imageObjectDetectionModelMetadata. |
getImageObjectDetectionModelMetadataOrBuilder()
public ImageObjectDetectionModelMetadataOrBuilder getImageObjectDetectionModelMetadataOrBuilder()Metadata for image object detection models.
.google.cloud.automl.v1beta1.ImageObjectDetectionModelMetadata image_object_detection_model_metadata = 20;
| Returns | |
|---|---|
| Type | Description |
ImageObjectDetectionModelMetadataOrBuilder |
|
getModelMetadataCase()
public Model.ModelMetadataCase getModelMetadataCase()| Returns | |
|---|---|
| Type | Description |
Model.ModelMetadataCase |
|
getName()
public String getName() Output only. Resource name of the model.
Format: projects/{project_id}/locations/{location_id}/models/{model_id}
string name = 1;
| Returns | |
|---|---|
| Type | Description |
String |
The name. |
getNameBytes()
public ByteString getNameBytes() Output only. Resource name of the model.
Format: projects/{project_id}/locations/{location_id}/models/{model_id}
string name = 1;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for name. |
getParserForType()
public Parser<Model> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<Model> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
getTablesModelMetadata()
public TablesModelMetadata getTablesModelMetadata()Metadata for Tables models.
.google.cloud.automl.v1beta1.TablesModelMetadata tables_model_metadata = 24;
| Returns | |
|---|---|
| Type | Description |
TablesModelMetadata |
The tablesModelMetadata. |
getTablesModelMetadataOrBuilder()
public TablesModelMetadataOrBuilder getTablesModelMetadataOrBuilder()Metadata for Tables models.
.google.cloud.automl.v1beta1.TablesModelMetadata tables_model_metadata = 24;
| Returns | |
|---|---|
| Type | Description |
TablesModelMetadataOrBuilder |
|
getTextClassificationModelMetadata()
public TextClassificationModelMetadata getTextClassificationModelMetadata()Metadata for text classification models.
.google.cloud.automl.v1beta1.TextClassificationModelMetadata text_classification_model_metadata = 14;
| Returns | |
|---|---|
| Type | Description |
TextClassificationModelMetadata |
The textClassificationModelMetadata. |
getTextClassificationModelMetadataOrBuilder()
public TextClassificationModelMetadataOrBuilder getTextClassificationModelMetadataOrBuilder()Metadata for text classification models.
.google.cloud.automl.v1beta1.TextClassificationModelMetadata text_classification_model_metadata = 14;
| Returns | |
|---|---|
| Type | Description |
TextClassificationModelMetadataOrBuilder |
|
getTextExtractionModelMetadata()
public TextExtractionModelMetadata getTextExtractionModelMetadata()Metadata for text extraction models.
.google.cloud.automl.v1beta1.TextExtractionModelMetadata text_extraction_model_metadata = 19;
| Returns | |
|---|---|
| Type | Description |
TextExtractionModelMetadata |
The textExtractionModelMetadata. |
getTextExtractionModelMetadataOrBuilder()
public TextExtractionModelMetadataOrBuilder getTextExtractionModelMetadataOrBuilder()Metadata for text extraction models.
.google.cloud.automl.v1beta1.TextExtractionModelMetadata text_extraction_model_metadata = 19;
| Returns | |
|---|---|
| Type | Description |
TextExtractionModelMetadataOrBuilder |
|
getTextSentimentModelMetadata()
public TextSentimentModelMetadata getTextSentimentModelMetadata()Metadata for text sentiment models.
.google.cloud.automl.v1beta1.TextSentimentModelMetadata text_sentiment_model_metadata = 22;
| Returns | |
|---|---|
| Type | Description |
TextSentimentModelMetadata |
The textSentimentModelMetadata. |
getTextSentimentModelMetadataOrBuilder()
public TextSentimentModelMetadataOrBuilder getTextSentimentModelMetadataOrBuilder()Metadata for text sentiment models.
.google.cloud.automl.v1beta1.TextSentimentModelMetadata text_sentiment_model_metadata = 22;
| Returns | |
|---|---|
| Type | Description |
TextSentimentModelMetadataOrBuilder |
|
getTranslationModelMetadata()
public TranslationModelMetadata getTranslationModelMetadata()Metadata for translation models.
.google.cloud.automl.v1beta1.TranslationModelMetadata translation_model_metadata = 15;
| Returns | |
|---|---|
| Type | Description |
TranslationModelMetadata |
The translationModelMetadata. |
getTranslationModelMetadataOrBuilder()
public TranslationModelMetadataOrBuilder getTranslationModelMetadataOrBuilder()Metadata for translation models.
.google.cloud.automl.v1beta1.TranslationModelMetadata translation_model_metadata = 15;
| Returns | |
|---|---|
| Type | Description |
TranslationModelMetadataOrBuilder |
|
getUpdateTime()
public Timestamp getUpdateTime()Output only. Timestamp when this model was last updated.
.google.protobuf.Timestamp update_time = 11;
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The updateTime. |
getUpdateTimeOrBuilder()
public TimestampOrBuilder getUpdateTimeOrBuilder()Output only. Timestamp when this model was last updated.
.google.protobuf.Timestamp update_time = 11;
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
getVideoClassificationModelMetadata()
public VideoClassificationModelMetadata getVideoClassificationModelMetadata()Metadata for video classification models.
.google.cloud.automl.v1beta1.VideoClassificationModelMetadata video_classification_model_metadata = 23;
| Returns | |
|---|---|
| Type | Description |
VideoClassificationModelMetadata |
The videoClassificationModelMetadata. |
getVideoClassificationModelMetadataOrBuilder()
public VideoClassificationModelMetadataOrBuilder getVideoClassificationModelMetadataOrBuilder()Metadata for video classification models.
.google.cloud.automl.v1beta1.VideoClassificationModelMetadata video_classification_model_metadata = 23;
| Returns | |
|---|---|
| Type | Description |
VideoClassificationModelMetadataOrBuilder |
|
getVideoObjectTrackingModelMetadata()
public VideoObjectTrackingModelMetadata getVideoObjectTrackingModelMetadata()Metadata for video object tracking models.
.google.cloud.automl.v1beta1.VideoObjectTrackingModelMetadata video_object_tracking_model_metadata = 21;
| Returns | |
|---|---|
| Type | Description |
VideoObjectTrackingModelMetadata |
The videoObjectTrackingModelMetadata. |
getVideoObjectTrackingModelMetadataOrBuilder()
public VideoObjectTrackingModelMetadataOrBuilder getVideoObjectTrackingModelMetadataOrBuilder()Metadata for video object tracking models.
.google.cloud.automl.v1beta1.VideoObjectTrackingModelMetadata video_object_tracking_model_metadata = 21;
| Returns | |
|---|---|
| Type | Description |
VideoObjectTrackingModelMetadataOrBuilder |
|
hasCreateTime()
public boolean hasCreateTime()Output only. Timestamp when the model training finished and can be used for prediction.
.google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the createTime field is set. |
hasImageClassificationModelMetadata()
public boolean hasImageClassificationModelMetadata()Metadata for image classification models.
.google.cloud.automl.v1beta1.ImageClassificationModelMetadata image_classification_model_metadata = 13;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the imageClassificationModelMetadata field is set. |
hasImageObjectDetectionModelMetadata()
public boolean hasImageObjectDetectionModelMetadata()Metadata for image object detection models.
.google.cloud.automl.v1beta1.ImageObjectDetectionModelMetadata image_object_detection_model_metadata = 20;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the imageObjectDetectionModelMetadata field is set. |
hasTablesModelMetadata()
public boolean hasTablesModelMetadata()Metadata for Tables models.
.google.cloud.automl.v1beta1.TablesModelMetadata tables_model_metadata = 24;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the tablesModelMetadata field is set. |
hasTextClassificationModelMetadata()
public boolean hasTextClassificationModelMetadata()Metadata for text classification models.
.google.cloud.automl.v1beta1.TextClassificationModelMetadata text_classification_model_metadata = 14;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the textClassificationModelMetadata field is set. |
hasTextExtractionModelMetadata()
public boolean hasTextExtractionModelMetadata()Metadata for text extraction models.
.google.cloud.automl.v1beta1.TextExtractionModelMetadata text_extraction_model_metadata = 19;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the textExtractionModelMetadata field is set. |
hasTextSentimentModelMetadata()
public boolean hasTextSentimentModelMetadata()Metadata for text sentiment models.
.google.cloud.automl.v1beta1.TextSentimentModelMetadata text_sentiment_model_metadata = 22;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the textSentimentModelMetadata field is set. |
hasTranslationModelMetadata()
public boolean hasTranslationModelMetadata()Metadata for translation models.
.google.cloud.automl.v1beta1.TranslationModelMetadata translation_model_metadata = 15;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the translationModelMetadata field is set. |
hasUpdateTime()
public boolean hasUpdateTime()Output only. Timestamp when this model was last updated.
.google.protobuf.Timestamp update_time = 11;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the updateTime field is set. |
hasVideoClassificationModelMetadata()
public boolean hasVideoClassificationModelMetadata()Metadata for video classification models.
.google.cloud.automl.v1beta1.VideoClassificationModelMetadata video_classification_model_metadata = 23;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the videoClassificationModelMetadata field is set. |
hasVideoObjectTrackingModelMetadata()
public boolean hasVideoObjectTrackingModelMetadata()Metadata for video object tracking models.
.google.cloud.automl.v1beta1.VideoObjectTrackingModelMetadata video_object_tracking_model_metadata = 21;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the videoObjectTrackingModelMetadata field is set. |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public Model.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
Model.Builder |
|
newBuilderForType(AbstractMessage.BuilderParent parent)
protected Model.Builder newBuilderForType(AbstractMessage.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
Model.Builder |
|
toBuilder()
public Model.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
Model.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|