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Fix YAML test capabilities, add profile test for similarity
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@carlosdelest
carlosdelest committed Dec 5, 2024
1 parent 7d083b7 commit a8633e5
Showing 1 changed file with 35 additions and 10 deletions.
45 changes: 35 additions & 10 deletions ...c/src/yamlRestTest/resources/rest-api-spec/test/search.vectors/210_knn_search_profile.yml
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Original file line number Diff line number Diff line change
@@ -1,7 +1,14 @@
setup:
- requires:
cluster_features: "mapper.vectors.bbq"
reason: 'kNN float to better-binary quantization is required'
reason: 'Quantized vector rescoring is required'
test_runner_features: [ capabilities ]
capabilities:
- method: GET
path: /_search
capabilities: [ knn_quantized_vector_rescore ]
- skip:
features: "headers"

- do:
indices.create:
index: bbq_hnsw
Expand Down Expand Up @@ -34,8 +41,8 @@ setup:
id: "1"
body:
name: cow.jpg
vector: [300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0]
another_vector: [115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0]
vector: [ 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0, 230.0, 300.33, -34.8988, 15.555, -200.0 ]
another_vector: [ 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0, 130.0, 115.0, -1.02, 15.555, -100.0 ]
# Flush in order to provoke a merge later
- do:
indices.flush:
Expand All @@ -47,8 +54,8 @@ setup:
id: "2"
body:
name: moose.jpg
vector: [100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0]
another_vector: [50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120]
vector: [ 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0, -0.5, 100.0, -13, 14.8, -156.0 ]
another_vector: [ 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120, -0.5, 50.0, -1, 1, 120 ]
# Flush in order to provoke a merge later
- do:
indices.flush:
Expand All @@ -60,8 +67,8 @@ setup:
id: "3"
body:
name: rabbit.jpg
vector: [111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0]
another_vector: [11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0]
vector: [ 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0, 0.5, 111.3, -13.0, 14.8, -156.0 ]
another_vector: [ 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0, -0.5, 11.0, 0, 12, 111.0 ]
# Flush in order to provoke a merge later
- do:
indices.flush:
Expand All @@ -81,7 +88,7 @@ setup:
profile: true
knn:
field: vector
query_vector: [ 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0]
query_vector: [ 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0 ]
k: 3
num_candidates: 3

Expand All @@ -94,9 +101,27 @@ setup:
profile: true
knn:
field: vector
query_vector: [ 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0]
query_vector: [ 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0 ]
k: 3
num_candidates: 3
"rescore":
"oversample": 2.0

# We expect the knn search ops + rescoring num_cnaidates (for rescoring) per shard
- match: { profile.shards.0.dfs.knn.0.vector_operations_count: 6 }

# Search with similarity to check number of operations are propagated correctly
- do:
search:
index: bbq_hnsw
body:
profile: true
knn:
field: vector
query_vector: [ 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0, -0.5, 90.0, -10, 14.8, -156.0 ]
k: 3
num_candidates: 3
similarity: 100000.0
"rescore":
"oversample": 2.0

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