HyukjinKwon commented on code in PR #40741:
URL: https://github.com/apache/spark/pull/40741#discussion_r1163702110


##########
python/pyspark/sql/connect/session.py:
##########
@@ -395,13 +397,22 @@ def createDataFrame(
 
     createDataFrame.__doc__ = PySparkSession.createDataFrame.__doc__
 
-    def sql(self, sqlQuery: str, args: Optional[Dict[str, Any]] = None) -> 
"DataFrame":
-        cmd = SQL(sqlQuery, args)
-        data, properties = 
self.client.execute_command(cmd.command(self._client))
-        if "sql_command_result" in properties:
-            return 
DataFrame.withPlan(CachedRelation(properties["sql_command_result"]), self)
-        else:
-            return DataFrame.withPlan(SQL(sqlQuery, args), self)
+    def sql(
+        self, sqlQuery: str, args: Optional[Dict[str, Any]] = None, **kwargs: 
Any
+    ) -> "DataFrame":
+        formatter = SQLStringFormatter(self)
+        if len(kwargs) > 0:
+            sqlQuery = formatter.format(sqlQuery, **kwargs)
+        try:
+            cmd = SQL(sqlQuery, args, formatter.unresolvedColumns)
+            data, properties = 
self.client.execute_command(cmd.command(self._client))
+            if "sql_command_result" in properties:
+                return 
DataFrame.withPlan(CachedRelation(properties["sql_command_result"]), self)
+            else:
+                return DataFrame.withPlan(SQL(sqlQuery, args, 
formatter.unresolvedColumns), self)

Review Comment:
   I meant sth like this
   ```python
               if "sql_command_result" in properties:
                   ret = 
DataFrame.withPlan(CachedRelation(properties["sql_command_result"]), self)
               else:
                   ret = DataFrame.withPlan(SQL(sqlQuery, args, 
formatter.unresolvedColumns), self)
               if len(kwargs) > 0:
                   ret.schema  # Workaround to drop view blah blah blah by 
trggering analysis. blah blah
               return ret
   ```



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