Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::IndexDatapoint (v0.20.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::IndexDatapoint.

A datapoint of Index.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#crowding_tag

def crowding_tag() -> ::Google::Cloud::AIPlatform::V1::IndexDatapoint::CrowdingTag
Returns

#crowding_tag=

def crowding_tag=(value) -> ::Google::Cloud::AIPlatform::V1::IndexDatapoint::CrowdingTag
Parameter
Returns

#datapoint_id

def datapoint_id() -> ::String
Returns
  • (::String) — Required. Unique identifier of the datapoint.

#datapoint_id=

def datapoint_id=(value) -> ::String
Parameter
  • value (::String) — Required. Unique identifier of the datapoint.
Returns
  • (::String) — Required. Unique identifier of the datapoint.

#feature_vector

def feature_vector() -> ::Array<::Float>
Returns
  • (::Array<::Float>) — Required. Feature embedding vector. An array of numbers with the length of [NearestNeighborSearchConfig.dimensions].

#feature_vector=

def feature_vector=(value) -> ::Array<::Float>
Parameter
  • value (::Array<::Float>) — Required. Feature embedding vector. An array of numbers with the length of [NearestNeighborSearchConfig.dimensions].
Returns
  • (::Array<::Float>) — Required. Feature embedding vector. An array of numbers with the length of [NearestNeighborSearchConfig.dimensions].

#restricts

def restricts() -> ::Array<::Google::Cloud::AIPlatform::V1::IndexDatapoint::Restriction>
Returns
  • (::Array<::Google::Cloud::AIPlatform::V1::IndexDatapoint::Restriction>) — 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. See: https://cloud.google.com/vertex-ai/docs/matching-engine/filtering

#restricts=

def restricts=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::IndexDatapoint::Restriction>
Parameter
  • value (::Array<::Google::Cloud::AIPlatform::V1::IndexDatapoint::Restriction>) — 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. See: https://cloud.google.com/vertex-ai/docs/matching-engine/filtering
Returns
  • (::Array<::Google::Cloud::AIPlatform::V1::IndexDatapoint::Restriction>) — 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. See: https://cloud.google.com/vertex-ai/docs/matching-engine/filtering