wip - Bulk vector processing #133690
Open
wip - Bulk vector processing #133690
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
costin
force-pushed
the
vector-async-loading
branch
from
7dacfb7 to
f810cce
Compare
Add processing bulk at various stages of the KNN query: a. BulkVectorFunctionQuery To capture the array of ScoreDocs for bulk processing b. BulkVectorScorer (through dedicated Weight) 1. To load the vectors in bulk through DirectIOVectorBatchLoader 2. Compute the similarity across multiple vectors 3. Store the scores across a batch of docs wip
costin
force-pushed
the
vector-async-loading
branch
from
f810cce to
81235e3
Compare
The query test fails with a race condition, might be related to the vector source
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Add processing bulk at various stages of the KNN query: a. BulkVectorFunctionQuery
To capture the array of ScoreDocs for bulk processing
b. BulkVectorScorer (through dedicated Weight)
wip