Class Dataset

public sealed class Dataset : IMessage<Dataset>, IEquatable<Dataset>, IDeepCloneable<Dataset>, IBufferMessage, IMessage

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

Inheritance

Object > Dataset

Namespace

Google.Cloud.AutoML.V1

Assembly

Google.Cloud.AutoML.V1.dll

Constructors

Dataset()

public Dataset()

Dataset(Dataset)

public Dataset(Dataset other)
Parameter
NameDescription
otherDataset

Properties

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this dataset was created.

Property Value
TypeDescription
Timestamp

DatasetMetadataCase

public Dataset.DatasetMetadataOneofCase DatasetMetadataCase { get; }
Property Value
TypeDescription
Dataset.DatasetMetadataOneofCase

DatasetName

public DatasetName DatasetName { get; set; }

DatasetName-typed view over the Name resource name property.

Property Value
TypeDescription
DatasetName

Description

public string Description { get; set; }

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

Property Value
TypeDescription
String

DisplayName

public string DisplayName { get; set; }

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.

Property Value
TypeDescription
String

Etag

public string Etag { get; set; }

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

Property Value
TypeDescription
String

ExampleCount

public int ExampleCount { get; set; }

Output only. The number of examples in the dataset.

Property Value
TypeDescription
Int32

ImageClassificationDatasetMetadata

public ImageClassificationDatasetMetadata ImageClassificationDatasetMetadata { get; set; }

Metadata for a dataset used for image classification.

Property Value
TypeDescription
ImageClassificationDatasetMetadata

ImageObjectDetectionDatasetMetadata

public ImageObjectDetectionDatasetMetadata ImageObjectDetectionDatasetMetadata { get; set; }

Metadata for a dataset used for image object detection.

Property Value
TypeDescription
ImageObjectDetectionDatasetMetadata

Labels

public MapField<string, string> Labels { get; }

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.

Property Value
TypeDescription
MapField<String, String>

Name

public string Name { get; set; }

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

Property Value
TypeDescription
String

TextClassificationDatasetMetadata

public TextClassificationDatasetMetadata TextClassificationDatasetMetadata { get; set; }

Metadata for a dataset used for text classification.

Property Value
TypeDescription
TextClassificationDatasetMetadata

TextExtractionDatasetMetadata

public TextExtractionDatasetMetadata TextExtractionDatasetMetadata { get; set; }

Metadata for a dataset used for text extraction.

Property Value
TypeDescription
TextExtractionDatasetMetadata

TextSentimentDatasetMetadata

public TextSentimentDatasetMetadata TextSentimentDatasetMetadata { get; set; }

Metadata for a dataset used for text sentiment.

Property Value
TypeDescription
TextSentimentDatasetMetadata

TranslationDatasetMetadata

public TranslationDatasetMetadata TranslationDatasetMetadata { get; set; }

Metadata for a dataset used for translation.

Property Value
TypeDescription
TranslationDatasetMetadata