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

Google Cloud Native v0.31.1 published on Thursday, Jul 20, 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 v0.31.1 published on Thursday, Jul 20, 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

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

    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

    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 v0.31.1 published on Thursday, Jul 20, 2023 by Pulumi
    pulumi/pulumi-google-native