2386/integrate jvector knn engine #2505
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,77 @@ | ||
| #!/bin/bash | ||
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| ./gradlew run -PcustomDistributionUrl=file://${HOME}/projects/OpenSearch/distribution/archives/darwin-tar/build/distributions/opensearch-min-3.0.0-SNAPSHOT-darwin-x64.tar.gz | ||
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| # ping local cluster | ||
| curl localhost:9200 | ||
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| # Check test cluster status | ||
| curl -X GET "http://localhost:9200/_cluster/health?pretty" | ||
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| # Create new knn index with 1 shard and 0 replicas | ||
| curl -X PUT "localhost:9200/my_knn_index?pretty" -H 'Content-Type: application/json' -d' | ||
| { | ||
| "settings": { | ||
| "index.knn": true, | ||
| "index.number_of_shards": 1, | ||
| "index.number_of_replicas": 0, | ||
| "index.use_compound_file": false | ||
| } | ||
| }' | ||
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| # Check index settings | ||
| curl -X GET "localhost:9200/my_knn_index/_settings?pretty" | ||
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| # Add mapping for knn_vector field with jVector engine | ||
| curl -X PUT "localhost:9200/my_knn_index/_mapping?pretty" -H 'Content-Type: application/json' -d' | ||
| { | ||
| "properties": { | ||
| "my_vector": { | ||
| "type": "knn_vector", | ||
| "dimension": 3, | ||
| "method": { | ||
| "name": "disk_ann", | ||
| "space_type": "l2", | ||
| "engine": "jvector" | ||
| } | ||
| } | ||
| } | ||
| }' | ||
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| # Check index mapping | ||
| curl -X GET "localhost:9200/my_knn_index/_mapping?pretty" | ||
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| # Add document with knn_vector field | ||
| curl -X POST "localhost:9200/_bulk?pretty" -H 'Content-Type: application/json' -d' | ||
| {"index": {"_index": "my_knn_index"}} | ||
| {"my_vector": [1, 2, 3]} | ||
| {"index": {"_index": "my_knn_index"}} | ||
| {"my_vector": [4, 5, 6]} | ||
| {"index": {"_index": "my_knn_index"}} | ||
| {"my_vector": [7, 8, 9]} | ||
| ' | ||
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| # refresh index | ||
| curl -X POST "localhost:9200/my_knn_index/_refresh?pretty" | ||
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| # Search for nearest neighbors | ||
| curl -X GET "localhost:9200/my_knn_index/_search?pretty" -H 'Content-Type: application/json' -d' | ||
| { | ||
| "query": { | ||
| "knn": { | ||
| "my_vector": { | ||
| "vector": [1, 2, 3], | ||
| "k": 3 | ||
| } | ||
| } | ||
| } | ||
| }' | ||
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| # Delete index | ||
| curl -X DELETE "localhost:9200/my_knn_index?pretty" | ||
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| # Check test cluster location | ||
| ls -lah build/testclusters/integTest-0/data/nodes/0/indices |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,12 +1,7 @@ | ||
| distributionBase=GRADLE_USER_HOME | ||
| distributionPath=wrapper/dists | ||
| distributionUrl=https\://services.gradle.org/distributions/gradle-8.10-bin.zip | ||
| networkTimeout=10000 | ||
| validateDistributionUrl=true | ||
| zipStoreBase=GRADLE_USER_HOME | ||
| zipStorePath=wrapper/dists |
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Where is this used? I didnt see in the codec
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should be runtimeOnly
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It's a transient dependency of jvector, I had to include it because it doesn't resolve automatically. Can make it a runtimeOnly because it's not explicitly used.