Class Dataset

A workspace for solving a single, particular machine learning (ML) problem. A workspace contains examples that may be annotated.

Inheritance
System.Object
Dataset
Implements
System.IEquatable<Dataset>
Google.Protobuf.IBufferMessage
Inherited Members
System.Object.ToString()
System.Object.GetHashCode()
System.Object.GetType()
System.Object.MemberwiseClone()
Namespace: Google.Cloud.AutoML.V1
Assembly: Google.Cloud.AutoML.V1.dll
Syntax
public sealed class Dataset : IMessage<Dataset>, IEquatable<Dataset>, IDeepCloneable<Dataset>, IBufferMessage, IMessage

Constructors

Dataset()

Declaration
public Dataset()

Dataset(Dataset)

Declaration
public Dataset(Dataset other)
Parameters
Type Name Description
Dataset other

Properties

CreateTime

Output only. Timestamp when this dataset was created.

Declaration
public Timestamp CreateTime { get; set; }
Property Value
Type Description
Timestamp

DatasetMetadataCase

Declaration
public Dataset.DatasetMetadataOneofCase DatasetMetadataCase { get; }
Property Value
Type Description
Dataset.DatasetMetadataOneofCase

DatasetName

DatasetName-typed view over the Name resource name property.

Declaration
public DatasetName DatasetName { get; set; }
Property Value
Type Description
DatasetName

Description

User-provided description of the dataset. The description can be up to 25000 characters long.

Declaration
public string Description { get; set; }
Property Value
Type Description
System.String

DisplayName

Required. The name of the dataset 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.

Declaration
public string DisplayName { get; set; }
Property Value
Type Description
System.String

Etag

Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

Declaration
public string Etag { get; set; }
Property Value
Type Description
System.String

ExampleCount

Output only. The number of examples in the dataset.

Declaration
public int ExampleCount { get; set; }
Property Value
Type Description
System.Int32

ImageClassificationDatasetMetadata

Metadata for a dataset used for image classification.

Declaration
public ImageClassificationDatasetMetadata ImageClassificationDatasetMetadata { get; set; }
Property Value
Type Description
ImageClassificationDatasetMetadata

ImageObjectDetectionDatasetMetadata

Metadata for a dataset used for image object detection.

Declaration
public ImageObjectDetectionDatasetMetadata ImageObjectDetectionDatasetMetadata { get; set; }
Property Value
Type Description
ImageObjectDetectionDatasetMetadata

Labels

Optional. The labels with user-defined metadata to organize your dataset.

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.

Declaration
public MapField<string, string> Labels { get; }
Property Value
Type Description
MapField<System.String, System.String>

Name

Output only. The resource name of the dataset. Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}

Declaration
public string Name { get; set; }
Property Value
Type Description
System.String

TextClassificationDatasetMetadata

Metadata for a dataset used for text classification.

Declaration
public TextClassificationDatasetMetadata TextClassificationDatasetMetadata { get; set; }
Property Value
Type Description
TextClassificationDatasetMetadata

TextExtractionDatasetMetadata

Metadata for a dataset used for text extraction.

Declaration
public TextExtractionDatasetMetadata TextExtractionDatasetMetadata { get; set; }
Property Value
Type Description
TextExtractionDatasetMetadata

TextSentimentDatasetMetadata

Metadata for a dataset used for text sentiment.

Declaration
public TextSentimentDatasetMetadata TextSentimentDatasetMetadata { get; set; }
Property Value
Type Description
TextSentimentDatasetMetadata

TranslationDatasetMetadata

Metadata for a dataset used for translation.

Declaration
public TranslationDatasetMetadata TranslationDatasetMetadata { get; set; }
Property Value
Type Description
TranslationDatasetMetadata