Benjamin Trent

With quantized vectors, and with current vectors, we separate out the "scoring" vs. "iteration", requiring the user to always iterate the raw vectors and provide their own similarity function. While...

### Description Opening an issue to continue discussion originating here: https://github.com/apache/lucene/pull/13076#issuecomment-1930363479 Making vector similarities pluggable via SPI will enable users to provide their own specialized similarities without the additional burden...

Re-explore the logic around when Vector search should be Exact

3

### Description Lucene always does an approximate nearest neighbors search when no filter is provided. This seems like unnecessary work. Some benchmarks would have to be done, but some ideas...

Adding docs about scaled_float saturation with long values

3

closes: https://github.com/elastic/elasticsearch/issues/105361

Fix random sampler consistency test

1

Random sampler consistency requires a restricted number of segments, to ensure we always hit the same number of segments and that no merging is occurring, this merges the segment count...

Adds logging for #105122

2

related to: https://github.com/elastic/elasticsearch/issues/105122

Need to get a tester page together

6

need to get the html together for a button to get actions together to start a feed, stop a feed, start recording, stop recording, etc.

Need to create a make file. The C server needs libgstreamer-0.10, libgstreamer-app-0.10, libwebsockets, and pthread and their Cflags.

Random locking when running via jenkins

1

Sometimes, the execution will simply hang in Jenkins(or any remote execution environment) if numerous solutions are handled in a row. This may be due to the current locking logic. It...

[CI] EnrichIT testListeningRatio failing

4

**Build scan:** https://gradle-enterprise.elastic.co/s/gg6slpy3q6pfo/tests/:x-pack:plugin:esql:internalClusterTest/org.elasticsearch.xpack.esql.action.EnrichIT/testListeningRatio **Reproduction line:** ``` ./gradlew ':x-pack:plugin:esql:internalClusterTest' --tests "org.elasticsearch.xpack.esql.action.EnrichIT.testListeningRatio" -Dtests.seed=DF4CDC0FFA0D2B5A -Dtests.locale=nn-NO -Dtests.timezone=BET -Druntime.java=22 ``` **Applicable branches:** main **Reproduces locally?:** Didn't try **Failure history:** [Failure dashboard for `org.elasticsearch.xpack.esql.action.EnrichIT#testListeningRatio`](https://es-delivery-stats.elastic.dev/app/dashboards#/view/dcec9e60-72ac-11ee-8f39-55975ded9e63?_g=(refreshInterval:(pause:!t,value:60000),time:(from:now-7d%2Fd,to:now))&_a=(controlGroupInput:(chainingSystem:HIERARCHICAL,controlStyle:twoLine,ignoreParentSettings:(ignoreFilters:!f,ignoreQuery:!f,ignoreTimerange:!f,ignoreValidations:!t),panels:('0c0c9cb8-ccd2-45c6-9b13-96bac4abc542':(explicitInput:(dataViewId:fbbdc689-be23-4b3d-8057-aa402e9ed0c5,enhancements:(),fieldName:task.keyword,grow:!t,id:'0c0c9cb8-ccd2-45c6-9b13-96bac4abc542',searchTechnique:wildcard,selectedOptions:!(),singleSelect:!t,title:'Gradle%20Task',width:medium),grow:!t,order:0,type:optionsListControl,width:small),'144933da-5c1b-4257-a969-7f43455a7901':(explicitInput:(dataViewId:fbbdc689-be23-4b3d-8057-aa402e9ed0c5,enhancements:(),fieldName:name.keyword,grow:!t,id:'144933da-5c1b-4257-a969-7f43455a7901',searchTechnique:wildcard,selectedOptions:!('testListeningRatio'),title:Test,width:medium),grow:!t,order:2,type:optionsListControl,width:medium),'4e6ad9d6-6fdc-4fcc-bf1a-aa6ca79e0850':(explicitInput:(dataViewId:fbbdc689-be23-4b3d-8057-aa402e9ed0c5,enhancements:(),fieldName:className.keyword,grow:!t,id:'4e6ad9d6-6fdc-4fcc-bf1a-aa6ca79e0850',searchTechnique:wildcard,selectedOptions:!('org.elasticsearch.xpack.esql.action.EnrichIT'),title:Suite,width:medium),grow:!t,order:1,type:optionsListControl,width:medium))))) **Failure excerpt:**...