public final class Model extends GeneratedMessageV3 implements ModelOrBuilder
API proto representing a trained machine learning model.
Protobuf type google.cloud.automl.v1.Model
Static 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 | |
ETAG_FIELD_NUMBER
public static final int ETAG_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
public static final int IMAGE_CLASSIFICATION_MODEL_METADATA_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
public static final int IMAGE_OBJECT_DETECTION_MODEL_METADATA_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
LABELS_FIELD_NUMBER
public static final int LABELS_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
NAME_FIELD_NUMBER
public static final int NAME_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 | |
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 | |
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 | |
Static Methods
getDefaultInstance()
public static Model getDefaultInstance()
| Returns |
|---|
| Type | Description |
Model | |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
newBuilder()
public static Model.Builder newBuilder()
newBuilder(Model prototype)
public static Model.Builder newBuilder(Model prototype)
| Parameter |
|---|
| Name | Description |
prototype | Model
|
public static Model parseDelimitedFrom(InputStream input)
| Returns |
|---|
| Type | Description |
Model | |
public static Model parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
| Returns |
|---|
| Type | Description |
Model | |
parseFrom(byte[] data)
public static Model parseFrom(byte[] data)
| Parameter |
|---|
| Name | Description |
data | byte[]
|
| Returns |
|---|
| Type | Description |
Model | |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
| Returns |
|---|
| Type | Description |
Model | |
parseFrom(ByteString data)
public static Model parseFrom(ByteString data)
| Returns |
|---|
| Type | Description |
Model | |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
| Returns |
|---|
| Type | Description |
Model | |
public static Model parseFrom(CodedInputStream input)
| Returns |
|---|
| Type | Description |
Model | |
public static Model parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
| Returns |
|---|
| Type | Description |
Model | |
public static Model parseFrom(InputStream input)
| Returns |
|---|
| Type | Description |
Model | |
public static Model parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
| Returns |
|---|
| Type | Description |
Model | |
parseFrom(ByteBuffer data)
public static Model parseFrom(ByteBuffer data)
| Returns |
|---|
| Type | Description |
Model | |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Model parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
| Returns |
|---|
| Type | Description |
Model | |
parser()
public static Parser<Model> parser()
Methods
containsLabels(String key)
public boolean containsLabels(String key)
Optional. The labels with user-defined metadata to organize your model.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
Label values are optional. Label keys must start with a letter.
See https://goo.gl/xmQnxf for more information on and examples of labels.
map<string, string> labels = 34;
| Parameter |
|---|
| Name | Description |
key | String
|
equals(Object obj)
public boolean equals(Object obj)
| Parameter |
|---|
| Name | Description |
obj | Object
|
Overrides
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;
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.v1.Model.DeploymentState deployment_state = 8;
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.v1.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.
|
getEtag()
Used to perform a consistent read-modify-write updates. If not set, a blind
"overwrite" update happens.
string etag = 10;
| Returns |
|---|
| Type | Description |
String | The etag.
|
getEtagBytes()
public ByteString getEtagBytes()
Used to perform a consistent read-modify-write updates. If not set, a blind
"overwrite" update happens.
string etag = 10;
| Returns |
|---|
| Type | Description |
ByteString | The bytes for etag.
|
public ImageClassificationModelMetadata getImageClassificationModelMetadata()
Metadata for image classification models.
.google.cloud.automl.v1.ImageClassificationModelMetadata image_classification_model_metadata = 13;
public ImageClassificationModelMetadataOrBuilder getImageClassificationModelMetadataOrBuilder()
Metadata for image classification models.
.google.cloud.automl.v1.ImageClassificationModelMetadata image_classification_model_metadata = 13;
public ImageObjectDetectionModelMetadata getImageObjectDetectionModelMetadata()
Metadata for image object detection models.
.google.cloud.automl.v1.ImageObjectDetectionModelMetadata image_object_detection_model_metadata = 20;
public ImageObjectDetectionModelMetadataOrBuilder getImageObjectDetectionModelMetadataOrBuilder()
Metadata for image object detection models.
.google.cloud.automl.v1.ImageObjectDetectionModelMetadata image_object_detection_model_metadata = 20;
getLabels()
public Map<String,String> getLabels()
getLabelsCount()
public int getLabelsCount()
Optional. The labels with user-defined metadata to organize your model.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
Label values are optional. Label keys must start with a letter.
See https://goo.gl/xmQnxf for more information on and examples of labels.
map<string, string> labels = 34;
| Returns |
|---|
| Type | Description |
int | |
getLabelsMap()
public Map<String,String> getLabelsMap()
Optional. The labels with user-defined metadata to organize your model.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
Label values are optional. Label keys must start with a letter.
See https://goo.gl/xmQnxf for more information on and examples of labels.
map<string, string> labels = 34;
getLabelsOrDefault(String key, String defaultValue)
public String getLabelsOrDefault(String key, String defaultValue)
Optional. The labels with user-defined metadata to organize your model.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
Label values are optional. Label keys must start with a letter.
See https://goo.gl/xmQnxf for more information on and examples of labels.
map<string, string> labels = 34;
getLabelsOrThrow(String key)
public String getLabelsOrThrow(String key)
Optional. The labels with user-defined metadata to organize your model.
Label keys and values can be no longer than 64 characters
(Unicode codepoints), can only contain lowercase letters, numeric
characters, underscores and dashes. International characters are allowed.
Label values are optional. Label keys must start with a letter.
See https://goo.gl/xmQnxf for more information on and examples of labels.
map<string, string> labels = 34;
| Parameter |
|---|
| Name | Description |
key | String
|
public Model.ModelMetadataCase getModelMetadataCase()
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()
Overrides
getSerializedSize()
public int getSerializedSize()
| Returns |
|---|
| Type | Description |
int | |
Overrides
getTextClassificationModelMetadata()
public TextClassificationModelMetadata getTextClassificationModelMetadata()
Metadata for text classification models.
.google.cloud.automl.v1.TextClassificationModelMetadata text_classification_model_metadata = 14;
getTextClassificationModelMetadataOrBuilder()
public TextClassificationModelMetadataOrBuilder getTextClassificationModelMetadataOrBuilder()
Metadata for text classification models.
.google.cloud.automl.v1.TextClassificationModelMetadata text_classification_model_metadata = 14;
public TextExtractionModelMetadata getTextExtractionModelMetadata()
Metadata for text extraction models.
.google.cloud.automl.v1.TextExtractionModelMetadata text_extraction_model_metadata = 19;
public TextExtractionModelMetadataOrBuilder getTextExtractionModelMetadataOrBuilder()
Metadata for text extraction models.
.google.cloud.automl.v1.TextExtractionModelMetadata text_extraction_model_metadata = 19;
getTextSentimentModelMetadata()
public TextSentimentModelMetadata getTextSentimentModelMetadata()
Metadata for text sentiment models.
.google.cloud.automl.v1.TextSentimentModelMetadata text_sentiment_model_metadata = 22;
getTextSentimentModelMetadataOrBuilder()
public TextSentimentModelMetadataOrBuilder getTextSentimentModelMetadataOrBuilder()
Metadata for text sentiment models.
.google.cloud.automl.v1.TextSentimentModelMetadata text_sentiment_model_metadata = 22;
public TranslationModelMetadata getTranslationModelMetadata()
Metadata for translation models.
.google.cloud.automl.v1.TranslationModelMetadata translation_model_metadata = 15;
public TranslationModelMetadataOrBuilder getTranslationModelMetadataOrBuilder()
Metadata for translation models.
.google.cloud.automl.v1.TranslationModelMetadata translation_model_metadata = 15;
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Overrides
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;
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.
|
public boolean hasImageClassificationModelMetadata()
Metadata for image classification models.
.google.cloud.automl.v1.ImageClassificationModelMetadata image_classification_model_metadata = 13;
| Returns |
|---|
| Type | Description |
boolean | Whether the imageClassificationModelMetadata field is set.
|
public boolean hasImageObjectDetectionModelMetadata()
Metadata for image object detection models.
.google.cloud.automl.v1.ImageObjectDetectionModelMetadata image_object_detection_model_metadata = 20;
| Returns |
|---|
| Type | Description |
boolean | Whether the imageObjectDetectionModelMetadata field is set.
|
hasTextClassificationModelMetadata()
public boolean hasTextClassificationModelMetadata()
Metadata for text classification models.
.google.cloud.automl.v1.TextClassificationModelMetadata text_classification_model_metadata = 14;
| Returns |
|---|
| Type | Description |
boolean | Whether the textClassificationModelMetadata field is set.
|
public boolean hasTextExtractionModelMetadata()
Metadata for text extraction models.
.google.cloud.automl.v1.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.v1.TextSentimentModelMetadata text_sentiment_model_metadata = 22;
| Returns |
|---|
| Type | Description |
boolean | Whether the textSentimentModelMetadata field is set.
|
public boolean hasTranslationModelMetadata()
Metadata for translation models.
.google.cloud.automl.v1.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.
|
hashCode()
| Returns |
|---|
| Type | Description |
int | |
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
internalGetMapField(int number)
protected MapField internalGetMapField(int number)
| Parameter |
|---|
| Name | Description |
number | int
|
Overrides
isInitialized()
public final boolean isInitialized()
Overrides
newBuilderForType()
public Model.Builder newBuilderForType()
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Model.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
toBuilder()
public Model.Builder toBuilder()
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Overrides
