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Add test for float16 type (#47570)
1 parent da9a9aa commit 1d7fe82

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Lines changed: 16 additions & 3 deletions

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sdk/cosmos/azure-cosmos-tests/src/test/java/com/azure/cosmos/rx/VectorIndexTest.java

Lines changed: 16 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -336,7 +336,13 @@ private List<CosmosVectorIndexSpec> populateVectorIndexes() {
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cosmosVectorIndexSpec3.setIndexingSearchListSize(30);
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cosmosVectorIndexSpec3.setVectorIndexShardKeys(Arrays.asList("/country/city"));
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339-
return Arrays.asList(cosmosVectorIndexSpec1, cosmosVectorIndexSpec2, cosmosVectorIndexSpec3);
339+
CosmosVectorIndexSpec cosmosVectorIndexSpec4 = new CosmosVectorIndexSpec();
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cosmosVectorIndexSpec4.setPath("/vector4");
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cosmosVectorIndexSpec4.setType(CosmosVectorIndexType.QUANTIZED_FLAT.toString());
342+
cosmosVectorIndexSpec4.setQuantizationSizeInBytes(2);
343+
cosmosVectorIndexSpec4.setVectorIndexShardKeys(Arrays.asList("/zipCode"));
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return Arrays.asList(cosmosVectorIndexSpec1, cosmosVectorIndexSpec2, cosmosVectorIndexSpec3, cosmosVectorIndexSpec4);
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}
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342348
private List<CosmosVectorEmbedding> populateEmbeddings() {
@@ -357,14 +363,21 @@ private List<CosmosVectorEmbedding> populateEmbeddings() {
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embedding3.setDataType(CosmosVectorDataType.UINT8);
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embedding3.setEmbeddingDimensions(3);
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embedding3.setDistanceFunction(CosmosVectorDistanceFunction.EUCLIDEAN);
360-
return Arrays.asList(embedding1, embedding2, embedding3);
366+
367+
CosmosVectorEmbedding embedding4 = new CosmosVectorEmbedding();
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embedding4.setPath("/vector4");
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embedding4.setDataType(CosmosVectorDataType.FLOAT16);
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embedding4.setEmbeddingDimensions(3);
371+
embedding4.setDistanceFunction(CosmosVectorDistanceFunction.DOT_PRODUCT);
372+
return Arrays.asList(embedding1, embedding2, embedding3, embedding4);
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}
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private String getVectorEmbeddingPolicyAsString() {
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return "{\"vectorEmbeddings\":[" +
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"{\"path\":\"/vector1\",\"dataType\":\"int8\",\"dimensions\":3,\"distanceFunction\":\"cosine\"}," +
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"{\"path\":\"/vector2\",\"dataType\":\"float32\",\"dimensions\":3,\"distanceFunction\":\"dotproduct\"}," +
367-
"{\"path\":\"/vector3\",\"dataType\":\"uint8\",\"dimensions\":3,\"distanceFunction\":\"euclidean\"}" +
379+
"{\"path\":\"/vector3\",\"dataType\":\"uint8\",\"dimensions\":3,\"distanceFunction\":\"euclidean\"}," +
380+
"{\"path\":\"/vector4\",\"dataType\":\"float16\",\"dimensions\":3,\"distanceFunction\":\"dotproduct\"}" +
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"]}";
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}
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}

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