fix(editor): support Spark datasource DDL for Kyuubi

Closes #7120

apps/desktop/src/lib/__tests__/sql/semantic/dialect.spec.ts

@@ -1,5 +1,5 @@
 import { describe, expect, it } from "vitest";
-import { sqlSemanticDialectFor } from "@/lib/sql/semantic/dialect";
+import { sqlReferenceAnalysisDialectFor, sqlSemanticDialectFor } from "@/lib/sql/semantic/dialect";
 
 describe("ClickHouse semantic dialect", () => {
   it("takes precedence over the legacy MySQL behavior dialect", () => {
@@ -17,3 +17,25 @@ describe("ClickHouse semantic dialect", () => {
     expect(dialect.quoteIdentifier("event`name")).toBe("`event``name`");
   });
 });
+
+describe("SQL reference analysis dialect", () => {
+  it("uses Spark SQL grammar for Kyuubi connections", () => {
+    expect(
+      sqlReferenceAnalysisDialectFor({
+        databaseType: "kyuubi",
+        identifierQuote: "`",
+        fallbackDialect: "generic",
+      }),
+    ).toBe("spark");
+  });
+
+  it("preserves the configured fallback for other connection types", () => {
+    expect(
+      sqlReferenceAnalysisDialectFor({
+        databaseType: "hive",
+        identifierQuote: "`",
+        fallbackDialect: "generic",
+      }),
+    ).toBe("generic");
+  });
+});

apps/desktop/src/lib/sql/semantic/dialect.ts

@@ -154,6 +154,7 @@ export const SQL_SEMANTIC_DIALECTS: Record<string, SqlSemanticDialectAdapter> =
 };
 
 export function sqlReferenceAnalysisDialectFor(options: { databaseType?: DatabaseType; identifierQuote?: string; fallbackDialect: string }): string {
+  if (options.databaseType === "kyuubi") return "spark";
   if (options.databaseType === "kingbase" && options.identifierQuote === "`") return "mysql";
   return options.fallbackDialect;
 }