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Google Cloud Native is in preview. Google Cloud Classic is fully supported.

Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi
pulumi/pulumi-google-native

google-native.datalabeling/v1beta1.Dataset

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Google Cloud Native is in preview. Google Cloud Classic is fully supported.

Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi
pulumi/pulumi-google-native

    Creates dataset. If success return a Dataset resource. Auto-naming is currently not supported for this resource.

    Create Dataset Resource

    Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

    Constructor syntax

    new Dataset(name: string, args: DatasetArgs, opts?: CustomResourceOptions);
    @overload
def Dataset(resource_name: str,
            args: DatasetArgs,
            opts: Optional[ResourceOptions] = None)

@overload
def Dataset(resource_name: str,
            opts: Optional[ResourceOptions] = None,
            display_name: Optional[str] = None,
            description: Optional[str] = None,
            last_migrate_time: Optional[str] = None,
            project: Optional[str] = None)
    func NewDataset(ctx *Context, name string, args DatasetArgs, opts ...ResourceOption) (*Dataset, error)
    public Dataset(string name, DatasetArgs args, CustomResourceOptions? opts = null)
    public Dataset(String name, DatasetArgs args)
public Dataset(String name, DatasetArgs args, CustomResourceOptions options)

    type: google-native:datalabeling/v1beta1:Dataset
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

    Parameters

    name string
    The unique name of the resource.
    args DatasetArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    resource_name str
    The unique name of the resource.
    args DatasetArgs
    The arguments to resource properties.
    opts ResourceOptions
    Bag of options to control resource's behavior.
    ctx Context
    Context object for the current deployment.
    name string
    The unique name of the resource.
    args DatasetArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args DatasetArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args DatasetArgs
    The arguments to resource properties.
    options CustomResourceOptions
    Bag of options to control resource's behavior.

    Constructor example

    The following reference example uses placeholder values for all input properties.

    var exampledatasetResourceResourceFromDatalabelingv1beta1 = new GoogleNative.DataLabeling.V1Beta1.Dataset("exampledatasetResourceResourceFromDatalabelingv1beta1", new()
{
    DisplayName = "string",
    Description = "string",
    LastMigrateTime = "string",
    Project = "string",
});

    example, err := datalabeling.NewDataset(ctx, "exampledatasetResourceResourceFromDatalabelingv1beta1", &datalabeling.DatasetArgs{
	DisplayName:     pulumi.String("string"),
	Description:     pulumi.String("string"),
	LastMigrateTime: pulumi.String("string"),
	Project:         pulumi.String("string"),
})

    var exampledatasetResourceResourceFromDatalabelingv1beta1 = new com.pulumi.googlenative.datalabeling_v1beta1.Dataset("exampledatasetResourceResourceFromDatalabelingv1beta1", com.pulumi.googlenative.datalabeling_v1beta1.DatasetArgs.builder()
    .displayName("string")
    .description("string")
    .lastMigrateTime("string")
    .project("string")
    .build());

    exampledataset_resource_resource_from_datalabelingv1beta1 = google_native.datalabeling.v1beta1.Dataset("exampledatasetResourceResourceFromDatalabelingv1beta1",
    display_name="string",
    description="string",
    last_migrate_time="string",
    project="string")

    const exampledatasetResourceResourceFromDatalabelingv1beta1 = new google_native.datalabeling.v1beta1.Dataset("exampledatasetResourceResourceFromDatalabelingv1beta1", {
    displayName: "string",
    description: "string",
    lastMigrateTime: "string",
    project: "string",
});

    type: google-native:datalabeling/v1beta1:Dataset
properties:
    description: string
    displayName: string
    lastMigrateTime: string
    project: string

    Dataset Resource Properties

    To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

    Inputs

    In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

    The Dataset resource accepts the following input properties:

    DisplayName string
    The display name of the dataset. Maximum of 64 characters.
    Description string
    Optional. User-provided description of the annotation specification set. The description can be up to 10000 characters long.
    LastMigrateTime string
    Last time that the Dataset is migrated to AI Platform V2. If any of the AnnotatedDataset is migrated, the last_migration_time in Dataset is also updated.
    Project string
    DisplayName string
    The display name of the dataset. Maximum of 64 characters.
    Description string
    Optional. User-provided description of the annotation specification set. The description can be up to 10000 characters long.
    LastMigrateTime string
    Last time that the Dataset is migrated to AI Platform V2. If any of the AnnotatedDataset is migrated, the last_migration_time in Dataset is also updated.
    Project string
    displayName String
    The display name of the dataset. Maximum of 64 characters.
    description String
    Optional. User-provided description of the annotation specification set. The description can be up to 10000 characters long.
    lastMigrateTime String
    Last time that the Dataset is migrated to AI Platform V2. If any of the AnnotatedDataset is migrated, the last_migration_time in Dataset is also updated.
    project String
    displayName string
    The display name of the dataset. Maximum of 64 characters.
    description string
    Optional. User-provided description of the annotation specification set. The description can be up to 10000 characters long.
    lastMigrateTime string
    Last time that the Dataset is migrated to AI Platform V2. If any of the AnnotatedDataset is migrated, the last_migration_time in Dataset is also updated.
    project string
    display_name str
    The display name of the dataset. Maximum of 64 characters.
    description str
    Optional. User-provided description of the annotation specification set. The description can be up to 10000 characters long.
    last_migrate_time str
    Last time that the Dataset is migrated to AI Platform V2. If any of the AnnotatedDataset is migrated, the last_migration_time in Dataset is also updated.
    project str
    displayName String
    The display name of the dataset. Maximum of 64 characters.
    description String
    Optional. User-provided description of the annotation specification set. The description can be up to 10000 characters long.
    lastMigrateTime String
    Last time that the Dataset is migrated to AI Platform V2. If any of the AnnotatedDataset is migrated, the last_migration_time in Dataset is also updated.
    project String

    Outputs

    All input properties are implicitly available as output properties. Additionally, the Dataset resource produces the following output properties:

    BlockingResources List<string>
    The names of any related resources that are blocking changes to the dataset.
    CreateTime string
    Time the dataset is created.
    DataItemCount string
    The number of data items in the dataset.
    Id string
    The provider-assigned unique ID for this managed resource.
    InputConfigs List<Pulumi.GoogleNative.DataLabeling.V1Beta1.Outputs.GoogleCloudDatalabelingV1beta1InputConfigResponse>
    This is populated with the original input configs where ImportData is called. It is available only after the clients import data to this dataset.
    Name string
    Dataset resource name, format is: projects/{project_id}/datasets/{dataset_id}
    BlockingResources []string
    The names of any related resources that are blocking changes to the dataset.
    CreateTime string
    Time the dataset is created.
    DataItemCount string
    The number of data items in the dataset.
    Id string
    The provider-assigned unique ID for this managed resource.
    InputConfigs []GoogleCloudDatalabelingV1beta1InputConfigResponse
    This is populated with the original input configs where ImportData is called. It is available only after the clients import data to this dataset.
    Name string
    Dataset resource name, format is: projects/{project_id}/datasets/{dataset_id}
    blockingResources List<String>
    The names of any related resources that are blocking changes to the dataset.
    createTime String
    Time the dataset is created.
    dataItemCount String
    The number of data items in the dataset.
    id String
    The provider-assigned unique ID for this managed resource.
    inputConfigs List<GoogleCloudDatalabelingV1beta1InputConfigResponse>
    This is populated with the original input configs where ImportData is called. It is available only after the clients import data to this dataset.
    name String
    Dataset resource name, format is: projects/{project_id}/datasets/{dataset_id}
    blockingResources string[]
    The names of any related resources that are blocking changes to the dataset.
    createTime string
    Time the dataset is created.
    dataItemCount string
    The number of data items in the dataset.
    id string
    The provider-assigned unique ID for this managed resource.
    inputConfigs GoogleCloudDatalabelingV1beta1InputConfigResponse[]
    This is populated with the original input configs where ImportData is called. It is available only after the clients import data to this dataset.
    name string
    Dataset resource name, format is: projects/{project_id}/datasets/{dataset_id}
    blocking_resources Sequence[str]
    The names of any related resources that are blocking changes to the dataset.
    create_time str
    Time the dataset is created.
    data_item_count str
    The number of data items in the dataset.
    id str
    The provider-assigned unique ID for this managed resource.
    input_configs Sequence[GoogleCloudDatalabelingV1beta1InputConfigResponse]
    This is populated with the original input configs where ImportData is called. It is available only after the clients import data to this dataset.
    name str
    Dataset resource name, format is: projects/{project_id}/datasets/{dataset_id}
    blockingResources List<String>
    The names of any related resources that are blocking changes to the dataset.
    createTime String
    Time the dataset is created.
    dataItemCount String
    The number of data items in the dataset.
    id String
    The provider-assigned unique ID for this managed resource.
    inputConfigs List<Property Map>
    This is populated with the original input configs where ImportData is called. It is available only after the clients import data to this dataset.
    name String
    Dataset resource name, format is: projects/{project_id}/datasets/{dataset_id}

    Supporting Types

    GoogleCloudDatalabelingV1beta1BigQuerySourceResponse, GoogleCloudDatalabelingV1beta1BigQuerySourceResponseArgs

    InputUri string
    BigQuery URI to a table, up to 2,000 characters long. If you specify the URI of a table that does not exist, Data Labeling Service creates a table at the URI with the correct schema when you create your EvaluationJob. If you specify the URI of a table that already exists, it must have the correct schema. Provide the table URI in the following format: "bq://{your_project_id}/ {your_dataset_name}/{your_table_name}" Learn more.
    InputUri string
    BigQuery URI to a table, up to 2,000 characters long. If you specify the URI of a table that does not exist, Data Labeling Service creates a table at the URI with the correct schema when you create your EvaluationJob. If you specify the URI of a table that already exists, it must have the correct schema. Provide the table URI in the following format: "bq://{your_project_id}/ {your_dataset_name}/{your_table_name}" Learn more.
    inputUri String
    BigQuery URI to a table, up to 2,000 characters long. If you specify the URI of a table that does not exist, Data Labeling Service creates a table at the URI with the correct schema when you create your EvaluationJob. If you specify the URI of a table that already exists, it must have the correct schema. Provide the table URI in the following format: "bq://{your_project_id}/ {your_dataset_name}/{your_table_name}" Learn more.
    inputUri string
    BigQuery URI to a table, up to 2,000 characters long. If you specify the URI of a table that does not exist, Data Labeling Service creates a table at the URI with the correct schema when you create your EvaluationJob. If you specify the URI of a table that already exists, it must have the correct schema. Provide the table URI in the following format: "bq://{your_project_id}/ {your_dataset_name}/{your_table_name}" Learn more.
    input_uri str
    BigQuery URI to a table, up to 2,000 characters long. If you specify the URI of a table that does not exist, Data Labeling Service creates a table at the URI with the correct schema when you create your EvaluationJob. If you specify the URI of a table that already exists, it must have the correct schema. Provide the table URI in the following format: "bq://{your_project_id}/ {your_dataset_name}/{your_table_name}" Learn more.
    inputUri String
    BigQuery URI to a table, up to 2,000 characters long. If you specify the URI of a table that does not exist, Data Labeling Service creates a table at the URI with the correct schema when you create your EvaluationJob. If you specify the URI of a table that already exists, it must have the correct schema. Provide the table URI in the following format: "bq://{your_project_id}/ {your_dataset_name}/{your_table_name}" Learn more.

    GoogleCloudDatalabelingV1beta1ClassificationMetadataResponse, GoogleCloudDatalabelingV1beta1ClassificationMetadataResponseArgs

    IsMultiLabel bool
    Whether the classification task is multi-label or not.
    IsMultiLabel bool
    Whether the classification task is multi-label or not.
    isMultiLabel Boolean
    Whether the classification task is multi-label or not.
    isMultiLabel boolean
    Whether the classification task is multi-label or not.
    is_multi_label bool
    Whether the classification task is multi-label or not.
    isMultiLabel Boolean
    Whether the classification task is multi-label or not.

    GoogleCloudDatalabelingV1beta1GcsSourceResponse, GoogleCloudDatalabelingV1beta1GcsSourceResponseArgs

    InputUri string
    The input URI of source file. This must be a Cloud Storage path (gs://...).
    MimeType string
    The format of the source file. Only "text/csv" is supported.
    InputUri string
    The input URI of source file. This must be a Cloud Storage path (gs://...).
    MimeType string
    The format of the source file. Only "text/csv" is supported.
    inputUri String
    The input URI of source file. This must be a Cloud Storage path (gs://...).
    mimeType String
    The format of the source file. Only "text/csv" is supported.
    inputUri string
    The input URI of source file. This must be a Cloud Storage path (gs://...).
    mimeType string
    The format of the source file. Only "text/csv" is supported.
    input_uri str
    The input URI of source file. This must be a Cloud Storage path (gs://...).
    mime_type str
    The format of the source file. Only "text/csv" is supported.
    inputUri String
    The input URI of source file. This must be a Cloud Storage path (gs://...).
    mimeType String
    The format of the source file. Only "text/csv" is supported.

    GoogleCloudDatalabelingV1beta1InputConfigResponse, GoogleCloudDatalabelingV1beta1InputConfigResponseArgs

    AnnotationType string
    Optional. The type of annotation to be performed on this data. You must specify this field if you are using this InputConfig in an EvaluationJob.
    BigquerySource Pulumi.GoogleNative.DataLabeling.V1Beta1.Inputs.GoogleCloudDatalabelingV1beta1BigQuerySourceResponse
    Source located in BigQuery. You must specify this field if you are using this InputConfig in an EvaluationJob.
    ClassificationMetadata Pulumi.GoogleNative.DataLabeling.V1Beta1.Inputs.GoogleCloudDatalabelingV1beta1ClassificationMetadataResponse
    Optional. Metadata about annotations for the input. You must specify this field if you are using this InputConfig in an EvaluationJob for a model version that performs classification.
    DataType string
    Data type must be specifed when user tries to import data.
    GcsSource Pulumi.GoogleNative.DataLabeling.V1Beta1.Inputs.GoogleCloudDatalabelingV1beta1GcsSourceResponse
    Source located in Cloud Storage.
    TextMetadata Pulumi.GoogleNative.DataLabeling.V1Beta1.Inputs.GoogleCloudDatalabelingV1beta1TextMetadataResponse
    Required for text import, as language code must be specified.
    AnnotationType string
    Optional. The type of annotation to be performed on this data. You must specify this field if you are using this InputConfig in an EvaluationJob.
    BigquerySource GoogleCloudDatalabelingV1beta1BigQuerySourceResponse
    Source located in BigQuery. You must specify this field if you are using this InputConfig in an EvaluationJob.
    ClassificationMetadata GoogleCloudDatalabelingV1beta1ClassificationMetadataResponse
    Optional. Metadata about annotations for the input. You must specify this field if you are using this InputConfig in an EvaluationJob for a model version that performs classification.
    DataType string
    Data type must be specifed when user tries to import data.
    GcsSource GoogleCloudDatalabelingV1beta1GcsSourceResponse
    Source located in Cloud Storage.
    TextMetadata GoogleCloudDatalabelingV1beta1TextMetadataResponse
    Required for text import, as language code must be specified.
    annotationType String
    Optional. The type of annotation to be performed on this data. You must specify this field if you are using this InputConfig in an EvaluationJob.
    bigquerySource GoogleCloudDatalabelingV1beta1BigQuerySourceResponse
    Source located in BigQuery. You must specify this field if you are using this InputConfig in an EvaluationJob.
    classificationMetadata GoogleCloudDatalabelingV1beta1ClassificationMetadataResponse
    Optional. Metadata about annotations for the input. You must specify this field if you are using this InputConfig in an EvaluationJob for a model version that performs classification.
    dataType String
    Data type must be specifed when user tries to import data.
    gcsSource GoogleCloudDatalabelingV1beta1GcsSourceResponse
    Source located in Cloud Storage.
    textMetadata GoogleCloudDatalabelingV1beta1TextMetadataResponse
    Required for text import, as language code must be specified.
    annotationType string
    Optional. The type of annotation to be performed on this data. You must specify this field if you are using this InputConfig in an EvaluationJob.
    bigquerySource GoogleCloudDatalabelingV1beta1BigQuerySourceResponse
    Source located in BigQuery. You must specify this field if you are using this InputConfig in an EvaluationJob.
    classificationMetadata GoogleCloudDatalabelingV1beta1ClassificationMetadataResponse
    Optional. Metadata about annotations for the input. You must specify this field if you are using this InputConfig in an EvaluationJob for a model version that performs classification.
    dataType string
    Data type must be specifed when user tries to import data.
    gcsSource GoogleCloudDatalabelingV1beta1GcsSourceResponse
    Source located in Cloud Storage.
    textMetadata GoogleCloudDatalabelingV1beta1TextMetadataResponse
    Required for text import, as language code must be specified.
    annotation_type str
    Optional. The type of annotation to be performed on this data. You must specify this field if you are using this InputConfig in an EvaluationJob.
    bigquery_source GoogleCloudDatalabelingV1beta1BigQuerySourceResponse
    Source located in BigQuery. You must specify this field if you are using this InputConfig in an EvaluationJob.
    classification_metadata GoogleCloudDatalabelingV1beta1ClassificationMetadataResponse
    Optional. Metadata about annotations for the input. You must specify this field if you are using this InputConfig in an EvaluationJob for a model version that performs classification.
    data_type str
    Data type must be specifed when user tries to import data.
    gcs_source GoogleCloudDatalabelingV1beta1GcsSourceResponse
    Source located in Cloud Storage.
    text_metadata GoogleCloudDatalabelingV1beta1TextMetadataResponse
    Required for text import, as language code must be specified.
    annotationType String
    Optional. The type of annotation to be performed on this data. You must specify this field if you are using this InputConfig in an EvaluationJob.
    bigquerySource Property Map
    Source located in BigQuery. You must specify this field if you are using this InputConfig in an EvaluationJob.
    classificationMetadata Property Map
    Optional. Metadata about annotations for the input. You must specify this field if you are using this InputConfig in an EvaluationJob for a model version that performs classification.
    dataType String
    Data type must be specifed when user tries to import data.
    gcsSource Property Map
    Source located in Cloud Storage.
    textMetadata Property Map
    Required for text import, as language code must be specified.

    GoogleCloudDatalabelingV1beta1TextMetadataResponse, GoogleCloudDatalabelingV1beta1TextMetadataResponseArgs

    LanguageCode string
    The language of this text, as a BCP-47. Default value is en-US.
    LanguageCode string
    The language of this text, as a BCP-47. Default value is en-US.
    languageCode String
    The language of this text, as a BCP-47. Default value is en-US.
    languageCode string
    The language of this text, as a BCP-47. Default value is en-US.
    language_code str
    The language of this text, as a BCP-47. Default value is en-US.
    languageCode String
    The language of this text, as a BCP-47. Default value is en-US.

    Package Details

    Repository
    Google Cloud Native pulumi/pulumi-google-native
    License
    Apache-2.0
    google-native logo

    Google Cloud Native is in preview. Google Cloud Classic is fully supported.

    Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi
    pulumi/pulumi-google-native