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* Update knn query spec Signed-off-by: Alex Keeler <akeeler4227@gmail.com> * Update changelog, add periods to descriptions Signed-off-by: Alex Keeler <akeeler4227@gmail.com> * Add version restriction, lint fix to knn test Signed-off-by: Alex Keeler <akeeler4227@gmail.com> * Add version constraint for knn filter Signed-off-by: Alex Keeler <akeeler4227@gmail.com> --------- Signed-off-by: Alex Keeler <akeeler4227@gmail.com>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,157 @@ | ||
| $schema: ../../../../json_schemas/test_story.schema.yaml | ||
|
|
||
| description: Test search endpoint with knn query. | ||
| version: '>= 1.2' | ||
| prologues: | ||
| - path: /movies | ||
| method: PUT | ||
| request: | ||
| payload: | ||
| settings: | ||
| index: | ||
| knn: true | ||
| mappings: | ||
| properties: | ||
| director: | ||
| type: text | ||
| title: | ||
| type: text | ||
| year: | ||
| type: integer | ||
| embedding: | ||
| type: knn_vector | ||
| dimension: 5 | ||
| method: | ||
| name: hnsw | ||
| space_type: l2 | ||
| engine: faiss | ||
| - path: /movies/_doc | ||
| method: POST | ||
| parameters: | ||
| refresh: true | ||
| request: | ||
| payload: | ||
| director: Bennett Miller | ||
| title: Moneyball | ||
| year: 2011 | ||
| embedding: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
| status: [201] | ||
| epilogues: | ||
| - path: /movies | ||
| method: DELETE | ||
| status: [200, 404] | ||
| chapters: | ||
| - synopsis: Search using the k parameter. | ||
| path: /{index}/_search | ||
| parameters: | ||
| index: movies | ||
| method: POST | ||
| request: | ||
| payload: | ||
| query: | ||
| knn: | ||
| embedding: | ||
| vector: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
| k: 1 | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| timed_out: false | ||
| hits: | ||
| total: | ||
| value: 1 | ||
| relation: eq | ||
| hits: | ||
| - _index: movies | ||
| _score: 1 | ||
| _source: | ||
| director: Bennett Miller | ||
| title: Moneyball | ||
| year: 2011 | ||
| embedding: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
|
|
||
| - synopsis: Search using the min_score parameter. | ||
| version: '>= 2.14' | ||
| path: /{index}/_search | ||
| parameters: | ||
| index: movies | ||
| method: POST | ||
| request: | ||
| payload: | ||
| query: | ||
| knn: | ||
| embedding: | ||
| vector: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
| min_score: 0.9 | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| timed_out: false | ||
| hits: | ||
| total: | ||
| value: 1 | ||
| relation: eq | ||
| hits: | ||
| - _index: movies | ||
| _score: 1 | ||
| _source: | ||
| director: Bennett Miller | ||
| title: Moneyball | ||
| year: 2011 | ||
| embedding: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
|
|
||
| - synopsis: Search using the max_distance parameter. | ||
| version: '>= 2.14' | ||
| path: /{index}/_search | ||
| parameters: | ||
| index: movies | ||
| method: POST | ||
| request: | ||
| payload: | ||
| query: | ||
| knn: | ||
| embedding: | ||
| vector: [1.4,2.3, 3.5, 4.1, 9.2] | ||
| max_distance: 0.1 | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| timed_out: false | ||
| hits: | ||
| total: | ||
| value: 1 | ||
| relation: eq | ||
| hits: | ||
| - _index: movies | ||
| _score: 1 | ||
| _source: | ||
| director: Bennett Miller | ||
| title: Moneyball | ||
| year: 2011 | ||
| embedding: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
|
|
||
| - synopsis: Search using a filter. | ||
| version: '>= 2.9' | ||
| path: /{index}/_search | ||
| parameters: | ||
| index: movies | ||
| method: POST | ||
| request: | ||
| payload: | ||
| query: | ||
| knn: | ||
| embedding: | ||
| vector: [1.4, 2.3, 3.5, 4.1, 9.2] | ||
| k: 1 | ||
| filter: | ||
| term: | ||
| year: 2012 | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| timed_out: false | ||
| hits: | ||
| total: | ||
| value: 0 | ||
| relation: eq | ||
| hits: [] |