Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class CrowdingTag.
Crowding tag is a constraint on a neighbor list produced by nearest
neighbor search requiring that no more than some value k' of the k
neighbors returned have the same value of crowding_attribute.
Generated from protobuf messagegoogle.cloud.aiplatform.v1.IndexDatapoint.CrowdingTag
Namespace
Google \ Cloud \ AIPlatform \ V1 \ IndexDatapoint
Methods
__construct
Constructor.
Parameters
Name
Description
data
array
Optional. Data for populating the Message object.
↳ crowding_attribute
string
The attribute value used for crowding. The maximum number of neighbors to return per crowding attribute value (per_crowding_attribute_num_neighbors) is configured per-query. This field is ignored if per_crowding_attribute_num_neighbors is larger than the total number of neighbors to return for a given query.
getCrowdingAttribute
The attribute value used for crowding. The maximum number of neighbors
to return per crowding attribute value
(per_crowding_attribute_num_neighbors) is configured per-query. This
field is ignored if per_crowding_attribute_num_neighbors is larger than
the total number of neighbors to return for a given query.
Returns
Type
Description
string
setCrowdingAttribute
The attribute value used for crowding. The maximum number of neighbors
to return per crowding attribute value
(per_crowding_attribute_num_neighbors) is configured per-query. This
field is ignored if per_crowding_attribute_num_neighbors is larger than
the total number of neighbors to return for a given query.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["# Google Cloud Ai Platform V1 Client - Class CrowdingTag (1.35.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.35.0 (latest)](/php/docs/reference/cloud-ai-platform/latest/V1.IndexDatapoint.CrowdingTag)\n- [1.34.0](/php/docs/reference/cloud-ai-platform/1.34.0/V1.IndexDatapoint.CrowdingTag)\n- [1.33.0](/php/docs/reference/cloud-ai-platform/1.33.0/V1.IndexDatapoint.CrowdingTag)\n- [1.32.1](/php/docs/reference/cloud-ai-platform/1.32.1/V1.IndexDatapoint.CrowdingTag)\n- [1.31.0](/php/docs/reference/cloud-ai-platform/1.31.0/V1.IndexDatapoint.CrowdingTag)\n- [1.30.0](/php/docs/reference/cloud-ai-platform/1.30.0/V1.IndexDatapoint.CrowdingTag)\n- [1.26.0](/php/docs/reference/cloud-ai-platform/1.26.0/V1.IndexDatapoint.CrowdingTag)\n- [1.23.0](/php/docs/reference/cloud-ai-platform/1.23.0/V1.IndexDatapoint.CrowdingTag)\n- [1.22.0](/php/docs/reference/cloud-ai-platform/1.22.0/V1.IndexDatapoint.CrowdingTag)\n- [1.21.0](/php/docs/reference/cloud-ai-platform/1.21.0/V1.IndexDatapoint.CrowdingTag)\n- [1.20.0](/php/docs/reference/cloud-ai-platform/1.20.0/V1.IndexDatapoint.CrowdingTag)\n- [1.19.0](/php/docs/reference/cloud-ai-platform/1.19.0/V1.IndexDatapoint.CrowdingTag)\n- [1.18.0](/php/docs/reference/cloud-ai-platform/1.18.0/V1.IndexDatapoint.CrowdingTag)\n- [1.17.0](/php/docs/reference/cloud-ai-platform/1.17.0/V1.IndexDatapoint.CrowdingTag)\n- [1.16.0](/php/docs/reference/cloud-ai-platform/1.16.0/V1.IndexDatapoint.CrowdingTag)\n- [1.15.0](/php/docs/reference/cloud-ai-platform/1.15.0/V1.IndexDatapoint.CrowdingTag)\n- [1.14.0](/php/docs/reference/cloud-ai-platform/1.14.0/V1.IndexDatapoint.CrowdingTag)\n- [1.13.1](/php/docs/reference/cloud-ai-platform/1.13.1/V1.IndexDatapoint.CrowdingTag)\n- [1.12.0](/php/docs/reference/cloud-ai-platform/1.12.0/V1.IndexDatapoint.CrowdingTag)\n- [1.11.0](/php/docs/reference/cloud-ai-platform/1.11.0/V1.IndexDatapoint.CrowdingTag)\n- [1.10.0](/php/docs/reference/cloud-ai-platform/1.10.0/V1.IndexDatapoint.CrowdingTag)\n- [1.9.0](/php/docs/reference/cloud-ai-platform/1.9.0/V1.IndexDatapoint.CrowdingTag)\n- [1.8.0](/php/docs/reference/cloud-ai-platform/1.8.0/V1.IndexDatapoint.CrowdingTag)\n- [1.7.0](/php/docs/reference/cloud-ai-platform/1.7.0/V1.IndexDatapoint.CrowdingTag)\n- [1.6.0](/php/docs/reference/cloud-ai-platform/1.6.0/V1.IndexDatapoint.CrowdingTag)\n- [1.5.0](/php/docs/reference/cloud-ai-platform/1.5.0/V1.IndexDatapoint.CrowdingTag)\n- [1.4.0](/php/docs/reference/cloud-ai-platform/1.4.0/V1.IndexDatapoint.CrowdingTag)\n- [1.3.0](/php/docs/reference/cloud-ai-platform/1.3.0/V1.IndexDatapoint.CrowdingTag)\n- [1.2.0](/php/docs/reference/cloud-ai-platform/1.2.0/V1.IndexDatapoint.CrowdingTag)\n- [1.1.0](/php/docs/reference/cloud-ai-platform/1.1.0/V1.IndexDatapoint.CrowdingTag)\n- [1.0.0](/php/docs/reference/cloud-ai-platform/1.0.0/V1.IndexDatapoint.CrowdingTag)\n- [0.39.0](/php/docs/reference/cloud-ai-platform/0.39.0/V1.IndexDatapoint.CrowdingTag)\n- [0.38.0](/php/docs/reference/cloud-ai-platform/0.38.0/V1.IndexDatapoint.CrowdingTag)\n- [0.37.1](/php/docs/reference/cloud-ai-platform/0.37.1/V1.IndexDatapoint.CrowdingTag)\n- [0.32.0](/php/docs/reference/cloud-ai-platform/0.32.0/V1.IndexDatapoint.CrowdingTag)\n- [0.31.0](/php/docs/reference/cloud-ai-platform/0.31.0/V1.IndexDatapoint.CrowdingTag)\n- [0.30.0](/php/docs/reference/cloud-ai-platform/0.30.0/V1.IndexDatapoint.CrowdingTag)\n- [0.29.0](/php/docs/reference/cloud-ai-platform/0.29.0/V1.IndexDatapoint.CrowdingTag)\n- [0.28.0](/php/docs/reference/cloud-ai-platform/0.28.0/V1.IndexDatapoint.CrowdingTag)\n- [0.27.0](/php/docs/reference/cloud-ai-platform/0.27.0/V1.IndexDatapoint.CrowdingTag)\n- [0.26.2](/php/docs/reference/cloud-ai-platform/0.26.2/V1.IndexDatapoint.CrowdingTag)\n- [0.25.0](/php/docs/reference/cloud-ai-platform/0.25.0/V1.IndexDatapoint.CrowdingTag)\n- [0.24.0](/php/docs/reference/cloud-ai-platform/0.24.0/V1.IndexDatapoint.CrowdingTag)\n- [0.23.0](/php/docs/reference/cloud-ai-platform/0.23.0/V1.IndexDatapoint.CrowdingTag)\n- [0.22.0](/php/docs/reference/cloud-ai-platform/0.22.0/V1.IndexDatapoint.CrowdingTag)\n- [0.21.0](/php/docs/reference/cloud-ai-platform/0.21.0/V1.IndexDatapoint.CrowdingTag)\n- [0.20.0](/php/docs/reference/cloud-ai-platform/0.20.0/V1.IndexDatapoint.CrowdingTag)\n- [0.19.0](/php/docs/reference/cloud-ai-platform/0.19.0/V1.IndexDatapoint.CrowdingTag)\n- [0.18.0](/php/docs/reference/cloud-ai-platform/0.18.0/V1.IndexDatapoint.CrowdingTag)\n- [0.17.0](/php/docs/reference/cloud-ai-platform/0.17.0/V1.IndexDatapoint.CrowdingTag)\n- [0.16.0](/php/docs/reference/cloud-ai-platform/0.16.0/V1.IndexDatapoint.CrowdingTag)\n- [0.15.0](/php/docs/reference/cloud-ai-platform/0.15.0/V1.IndexDatapoint.CrowdingTag)\n- [0.13.0](/php/docs/reference/cloud-ai-platform/0.13.0/V1.IndexDatapoint.CrowdingTag)\n- [0.12.0](/php/docs/reference/cloud-ai-platform/0.12.0/V1.IndexDatapoint.CrowdingTag)\n- [0.11.1](/php/docs/reference/cloud-ai-platform/0.11.1/V1.IndexDatapoint.CrowdingTag)\n- [0.10.0](/php/docs/reference/cloud-ai-platform/0.10.0/V1.IndexDatapoint.CrowdingTag) \nReference documentation and code samples for the Google Cloud Ai Platform V1 Client class CrowdingTag.\n\nCrowding tag is a constraint on a neighbor list produced by nearest\nneighbor search requiring that no more than some value k' of the k\nneighbors returned have the same value of crowding_attribute.\n\nGenerated from protobuf message `google.cloud.aiplatform.v1.IndexDatapoint.CrowdingTag`\n\nNamespace\n---------\n\nGoogle \\\\ Cloud \\\\ AIPlatform \\\\ V1 \\\\ IndexDatapoint\n\nMethods\n-------\n\n### __construct\n\nConstructor.\n\n### getCrowdingAttribute\n\nThe attribute value used for crowding. The maximum number of neighbors\nto return per crowding attribute value\n(per_crowding_attribute_num_neighbors) is configured per-query. This\nfield is ignored if per_crowding_attribute_num_neighbors is larger than\nthe total number of neighbors to return for a given query.\n\n### setCrowdingAttribute\n\nThe attribute value used for crowding. The maximum number of neighbors\nto return per crowding attribute value\n(per_crowding_attribute_num_neighbors) is configured per-query. This\nfield is ignored if per_crowding_attribute_num_neighbors is larger than\nthe total number of neighbors to return for a given query."]]
