Merge branch 'main' into query-semantic-text

Author: kosabogi

benchmarks/src/main/java/org/elasticsearch/benchmark/_nightly/esql/ValuesSourceReaderBenchmark.java

@@ -51,6 +51,7 @@
 import org.elasticsearch.index.IndexVersion;
 import org.elasticsearch.index.mapper.BlockLoader;
 import org.elasticsearch.index.mapper.FieldNamesFieldMapper;
+import org.elasticsearch.index.mapper.IndexType;
 import org.elasticsearch.index.mapper.KeywordFieldMapper;
 import org.elasticsearch.index.mapper.MappedFieldType;
 import org.elasticsearch.index.mapper.NumberFieldMapper;
@@ -290,9 +291,8 @@ private static BlockLoader numericBlockLoader(WhereAndBaseName w, NumberFieldMap
         return new NumberFieldMapper.NumberFieldType(
             w.name,
             numberType,
-            true,
+            IndexType.points(true, docValues),
             stored,
-            docValues,
             true,
             null,
             Map.of(),

benchmarks/src/main/java/org/elasticsearch/benchmark/script/ScriptScoreBenchmark.java

@@ -29,6 +29,7 @@
 import org.elasticsearch.index.fielddata.FieldDataContext;
 import org.elasticsearch.index.fielddata.IndexFieldDataCache;
 import org.elasticsearch.index.fielddata.IndexNumericFieldData;
+import org.elasticsearch.index.mapper.IndexType;
 import org.elasticsearch.index.mapper.MappedFieldType;
 import org.elasticsearch.index.mapper.MappingLookup;
 import org.elasticsearch.index.mapper.NumberFieldMapper.NumberFieldType;
@@ -85,7 +86,23 @@ public class ScriptScoreBenchmark {
     private final ScriptModule scriptModule = new ScriptModule(Settings.EMPTY, pluginsService.filterPlugins(ScriptPlugin.class).toList());
 
     private final Map<String, MappedFieldType> fieldTypes = Map.ofEntries(
-        Map.entry("n", new NumberFieldType("n", NumberType.LONG, false, false, true, true, null, Map.of(), null, false, null, null, false))
+        Map.entry(
+            "n",
+            new NumberFieldType(
+                "n",
+                NumberType.LONG,
+                IndexType.docValuesOnly(),
+                false,
+                true,
+                null,
+                Map.of(),
+                null,
+                false,
+                null,
+                null,
+                false
+            )
+        )
     );
     private final IndexFieldDataCache fieldDataCache = new IndexFieldDataCache.None();
     private final CircuitBreakerService breakerService = new NoneCircuitBreakerService();

docs/changelog/136103.yaml

@@ -0,0 +1,5 @@
+pr: 136103
+summary: Enable the TEXT_EMBEDDING function in non-snapshot build
+area: ES|QL
+type: feature
+issues: []

docs/reference/query-languages/esql/_snippets/functions/description/text_embedding.md

@@ -1,4 +1,5 @@
 * {applies_to}`stack: preview 9.2` {applies_to}`serverless: preview` [`KNN`](../../functions-operators/dense-vector-functions.md#esql-knn)
+* {applies_to}`stack: preview 9.3` {applies_to}`serverless: preview` [`TEXT_EMBEDDING`](../../functions-operators/dense-vector-functions.md#esql-text_embedding)
 
 % * {applies_to}`stack: preview 9.3` {applies_to}`serverless: preview` [`V_COSINE`](../../functions-operators/dense-vector-functions.md#esql-v_cosine)
 % * {applies_to}`stack: preview 9.3` {applies_to}`serverless: preview` [`V_DOT_PRODUCT`](../../functions-operators/dense-vector-functions.md#esql-v_dot_product)

docs/reference/query-languages/esql/_snippets/functions/examples/text_embedding.md

@@ -23,6 +23,9 @@ and require appropriate field mappings.
 :::{include} ../_snippets/functions/layout/knn.md
 :::
 
+:::{include} ../_snippets/functions/layout/text_embedding.md
+:::
+
 % V_COSINE is currently a hidden feature
 % To make it visible again, uncomment this and the line in
 % lists/dense-vector-functions.md