diff --git a/packages/cubejs-schema-compiler/adapter/QueryBuilder.js b/packages/cubejs-schema-compiler/adapter/QueryBuilder.js
index b15aabb2a7a6a..5574095df9668 100644
--- a/packages/cubejs-schema-compiler/adapter/QueryBuilder.js
+++ b/packages/cubejs-schema-compiler/adapter/QueryBuilder.js
@@ -34,12 +34,13 @@ const ADAPTERS = {
   elasticsearch
 };
 exports.query = (compilers, dbType, queryOptions) => {
-  if (!ADAPTERS[dbType]) {
+  if (!queryOptions.dialectClass && !ADAPTERS[dbType]) {
     return null;
   }
 
-  return new (ADAPTERS[dbType])(compilers, {
+  return new (queryOptions.dialectClass || ADAPTERS[dbType])(compilers, {
     ...queryOptions,
-    externalQueryClass: queryOptions.externalDbType && ADAPTERS[queryOptions.externalDbType]
+    externalQueryClass: queryOptions.externalDialectClass ||
+      queryOptions.externalDbType && ADAPTERS[queryOptions.externalDbType]
   });
 };
diff --git a/packages/cubejs-server-core/core/CompilerApi.js b/packages/cubejs-server-core/core/CompilerApi.js
index 524e186ab822a..62eecb32b4305 100644
--- a/packages/cubejs-server-core/core/CompilerApi.js
+++ b/packages/cubejs-server-core/core/CompilerApi.js
@@ -6,6 +6,7 @@ class CompilerApi {
   constructor(repository, dbType, options) {
     this.repository = repository;
     this.dbType = dbType;
+    this.dialectClass = options.dialectClass;
     this.options = options || {};
     this.allowNodeRequire = options.allowNodeRequire == null ? true : options.allowNodeRequire;
     this.logger = this.options.logger;
@@ -47,12 +48,17 @@ class CompilerApi {
     return this.dbType;
   }
 
+  getDialectClass(dataSource) {
+    return this.dialectClass && this.dialectClass({ dataSource: dataSource || 'default' });
+  }
+
   async getSql(query, options) {
     options = options || {};
     const { includeDebugInfo } = options;
     const dbType = this.getDbType('default');
+    const dialectClass = this.getDialectClass('default');
     const compilers = await this.getCompilers({ requestId: query.requestId });
-    let sqlGenerator = this.createQuery(compilers, dbType, query);
+    let sqlGenerator = this.createQuery(compilers, dbType, dialectClass, query);
     if (!sqlGenerator) {
       throw new Error(`Unknown dbType: ${dbType}`);
     }
@@ -61,7 +67,12 @@ class CompilerApi {
 
     if (dataSource !== 'default' && dbType !== this.getDbType(dataSource)) {
       // TODO consider more efficient way than instantiating query
-      sqlGenerator = this.createQuery(compilers, this.getDbType(dataSource), query);
+      sqlGenerator = this.createQuery(
+        compilers,
+        this.getDbType(dataSource),
+        this.getDialectClass(dataSource),
+        query
+      );
     }
 
     return compilers.compiler.withQuery(sqlGenerator, () => ({
@@ -85,11 +96,13 @@ class CompilerApi {
     return cubeEvaluator.scheduledPreAggregations();
   }
 
-  createQuery(compilers, dbType, query) {
+  createQuery(compilers, dbType, dialectClass, query) {
     return QueryBuilder.query(
       compilers,
       dbType, {
         ...query,
+        dialectClass,
+        externalDialectClass: this.options.externalDialectClass,
         externalDbType: this.options.externalDbType,
         preAggregationsSchema: this.preAggregationsSchema,
         allowUngroupedWithoutPrimaryKey: this.allowUngroupedWithoutPrimaryKey
diff --git a/packages/cubejs-server-core/core/index.js b/packages/cubejs-server-core/core/index.js
index b76f0dba5887a..1cae0c6fe1ed6 100644
--- a/packages/cubejs-server-core/core/index.js
+++ b/packages/cubejs-server-core/core/index.js
@@ -172,6 +172,8 @@ class CubejsServerCore {
     options = options || {};
     options = {
       driverFactory: () => CubejsServerCore.createDriver(options.dbType),
+      dialectFactory: () => CubejsServerCore.lookupDriverClass(options.dbType).dialectClass &&
+        CubejsServerCore.lookupDriverClass(options.dbType).dialectClass(),
       apiSecret: process.env.CUBEJS_API_SECRET,
       dbType: process.env.CUBEJS_DB_TYPE,
       devServer: process.env.NODE_ENV !== 'production',
@@ -188,6 +190,8 @@ class CubejsServerCore {
     this.options = options;
     this.driverFactory = options.driverFactory;
     this.externalDriverFactory = options.externalDriverFactory;
+    this.dialectFactory = options.dialectFactory;
+    this.externalDialectFactory = options.externalDialectFactory;
     this.apiSecret = options.apiSecret;
     this.schemaPath = options.schemaPath || process.env.CUBEJS_SCHEMA_PATH || 'schema';
     this.dbType = options.dbType;
@@ -419,6 +423,9 @@ class CubejsServerCore {
         this.repositoryFactory(context), {
           dbType: (dataSourceContext) => this.contextToDbType({ ...context, ...dataSourceContext }),
           externalDbType: this.contextToExternalDbType(context),
+          dialectClass: (dataSourceContext) => this.dialectFactory &&
+            this.dialectFactory({ ...context, ...dataSourceContext }),
+          externalDialectClass: this.externalDialectFactory && this.externalDialectFactory(context),
           schemaVersion: currentSchemaVersion,
           preAggregationsSchema: this.preAggregationsSchema(context),
           context
@@ -477,7 +484,9 @@ class CubejsServerCore {
       externalDbType: options.externalDbType,
       preAggregationsSchema: options.preAggregationsSchema,
       allowUngroupedWithoutPrimaryKey: this.options.allowUngroupedWithoutPrimaryKey,
-      compileContext: options.context
+      compileContext: options.context,
+      dialectClass: options.dialectClass,
+      externalDialectClass: options.externalDialectClass,
     });
   }
 
@@ -506,15 +515,21 @@ class CubejsServerCore {
 
   static createDriver(dbType) {
     checkEnvForPlaceholders();
+    return new (CubejsServerCore.lookupDriverClass(dbType))();
+  }
+
+  static lookupDriverClass(dbType) {
     // eslint-disable-next-line global-require,import/no-dynamic-require
-    return new (require(CubejsServerCore.driverDependencies(dbType || process.env.CUBEJS_DB_TYPE)))();
+    return require(CubejsServerCore.driverDependencies(dbType || process.env.CUBEJS_DB_TYPE));
   }
 
   static driverDependencies(dbType) {
-    if (!DriverDependencies[dbType]) {
-      throw new Error(`Unsupported db type: ${dbType}`);
+    if (DriverDependencies[dbType]) {
+      return DriverDependencies[dbType];
+    } else if (fs.existsSync(path.join('node_modules', `${dbType}-cubejs-driver`))) {
+      return `${dbType}-cubejs-driver`;
     }
-    return DriverDependencies[dbType];
+    throw new Error(`Unsupported db type: ${dbType}`);
   }
 
   testConnections() {