format - Signed-off-by: Theo van Kraay <theo.van@microsoft.com>

Signed-off-by: Theo van Kraay <theo.van@microsoft.com>

Author: TheovanKraay

vector-stores/spring-ai-azure-cosmos-db-store/src/main/java/org/springframework/ai/vectorstore/cosmosdb/CosmosDBVectorStore.java

@@ -353,32 +353,33 @@ public List<Document> doSimilaritySearch(SearchRequest request) {
 
 		CosmosPagedFlux<JsonNode> pagedFlux = this.container.queryItems(sqlQuerySpec, options, JsonNode.class);
 
-
 		logger.info("Executing similarity search query: {}", query);
 		try {
 			// Collect documents from the paged flux
 			List<JsonNode> documents = pagedFlux.byPage()
 				.flatMap(page -> Flux.fromIterable(page.getResults()))
 				.collectList()
 				.block();
-			
+
 			// Collect metadata fields from the documents
 			Map<String, Object> docFields = new HashMap<>();
 			for (var doc : documents) {
 				JsonNode metadata = doc.get("metadata");
 				metadata.fieldNames().forEachRemaining(field -> {
 					JsonNode value = metadata.get(field);
-					Object parsedValue = value.isTextual() ? value.asText() :
-							value.isNumber()  ? value.numberValue() :
-									value.isBoolean() ? value.booleanValue() :
-											value.toString();
+					Object parsedValue = value.isTextual() ? value.asText() : value.isNumber() ? value.numberValue()
+							: value.isBoolean() ? value.booleanValue() : value.toString();
 					docFields.put(field, parsedValue);
 				});
 			}
 
 			// Convert JsonNode to Document
 			List<Document> docs = documents.stream()
-				.map(doc -> Document.builder().id(doc.get("id").asText()).text(doc.get("content").asText()).metadata(docFields).build())
+				.map(doc -> Document.builder()
+					.id(doc.get("id").asText())
+					.text(doc.get("content").asText())
+					.metadata(docFields)
+					.build())
 				.collect(Collectors.toList());
 
 			return docs != null ? docs : List.of();

vector-stores/spring-ai-azure-cosmos-db-store/src/test/java/org/springframework/ai/vectorstore/cosmosdb/CosmosDBVectorStoreIT.java

@@ -144,8 +144,7 @@ void testSimilaritySearchWithFilter() {
 		for (Document doc : results) {
 			assertThat(doc.getMetadata().get("country")).isIn("UK", "NL");
 			assertThat(doc.getMetadata().get("year")).isIn(2021, 2022);
-			assertThat(doc.getMetadata().get("city")).isIn("London", "Amsterdam")
-				.isNotEqualTo("Sofia");
+			assertThat(doc.getMetadata().get("city")).isIn("London", "Amsterdam").isNotEqualTo("Sofia");
 		}
 
 		List<Document> results2 = this.vectorStore.similaritySearch(SearchRequest.builder()
@@ -158,8 +157,6 @@ void testSimilaritySearchWithFilter() {
 		assertThat(results2).hasSize(1);
 		assertThat(results2).extracting(Document::getId).containsExactlyInAnyOrder("1");
 
-
-
 		List<Document> results3 = this.vectorStore.similaritySearch(SearchRequest.builder()
 			.query("The World")
 			.topK(10)