Google Native

Pulumi Official
Package maintained by Pulumi
v0.18.2 published on Monday, May 2, 2022 by Pulumi

Dataset

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

Create a 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

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 ListCloudDatalabelingV1beta1InputConfigResponse>

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

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

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

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

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

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

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

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
https://github.com/pulumi/pulumi-google-native
License
Apache-2.0