Package com.google.cloud.aiplatform.v1

Interface NearestNeighborQuery.ParametersOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
NearestNeighborQuery.Parameters, NearestNeighborQuery.Parameters.Builder
Enclosing class:
NearestNeighborQuery
public static interface NearestNeighborQuery.ParametersOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Summary

    Modifier and Type
    Method
    Description
    int
    getApproximateNeighborCandidates()
    Optional.
    double
    getLeafNodesSearchFraction()
    Optional.

    Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

    isInitialized

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Method Details

    • getApproximateNeighborCandidates

      int getApproximateNeighborCandidates()
       Optional. The number of neighbors to find via approximate search before
 exact reordering is performed; if set, this value must be >
 neighbor_count.
      int32 approximate_neighbor_candidates = 1 [(.google.api.field_behavior) = OPTIONAL];
      Returns:
      The approximateNeighborCandidates.

    • getLeafNodesSearchFraction

      double getLeafNodesSearchFraction()
       Optional. The fraction of the number of leaves to search, set at query
 time allows user to tune search performance. This value increase result
 in both search accuracy and latency increase. The value should be between
 0.0 and 1.0.
      double leaf_nodes_search_fraction = 2 [(.google.api.field_behavior) = OPTIONAL];
      Returns:
      The leafNodesSearchFraction.