Class GoogleCloudAiplatformV1IndexDatapoint

A datapoint of Index.

Inheritance

object

GoogleCloudAiplatformV1IndexDatapoint

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1IndexDatapoint : IDirectResponseSchema

Properties

CrowdingTag

Optional. CrowdingTag of the datapoint, the number of neighbors to return in each crowding can be configured during query.

Declaration

[JsonProperty("crowdingTag")]
public virtual GoogleCloudAiplatformV1IndexDatapointCrowdingTag CrowdingTag { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1IndexDatapointCrowdingTag

DatapointId

Required. Unique identifier of the datapoint.

Declaration

[JsonProperty("datapointId")]
public virtual string DatapointId { get; set; }

Property Value

Type	Description
string

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

FeatureVector

Required. Feature embedding vector for dense index. An array of numbers with the length of [NearestNeighborSearchConfig.dimensions].

Declaration

[JsonProperty("featureVector")]
public virtual IList<float?> FeatureVector { get; set; }

Property Value

Type	Description
IList<float?>

NumericRestricts

Optional. List of Restrict of the datapoint, used to perform "restricted searches" where boolean rule are used to filter the subset of the database eligible for matching. This uses numeric comparisons.

Declaration

[JsonProperty("numericRestricts")]
public virtual IList<GoogleCloudAiplatformV1IndexDatapointNumericRestriction> NumericRestricts { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1IndexDatapointNumericRestriction>

Restricts

Optional. List of Restrict of the datapoint, used to perform "restricted searches" where boolean rule are used to filter the subset of the database eligible for matching. This uses categorical tokens. See: https://cloud.google.com/vertex-ai/docs/matching-engine/filtering

Declaration

[JsonProperty("restricts")]
public virtual IList<GoogleCloudAiplatformV1IndexDatapointRestriction> Restricts { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1IndexDatapointRestriction>

SparseEmbedding

Optional. Feature embedding vector for sparse index.

Declaration

[JsonProperty("sparseEmbedding")]
public virtual GoogleCloudAiplatformV1IndexDatapointSparseEmbedding SparseEmbedding { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1IndexDatapointSparseEmbedding

Implements

IDirectResponseSchema