sunchao commented on a change in pull request #34659:
URL: https://github.com/apache/spark/pull/34659#discussion_r778514200



##########
File path: 
sql/core/src/main/java/org/apache/spark/sql/execution/datasources/parquet/SpecificParquetRecordReaderBase.java
##########
@@ -103,9 +104,14 @@ public void initialize(InputSplit inputSplit, 
TaskAttemptContext taskAttemptCont
     fileReader.setRequestedSchema(requestedSchema);
     String sparkRequestedSchemaString =
         
configuration.get(ParquetReadSupport$.MODULE$.SPARK_ROW_REQUESTED_SCHEMA());
-    this.sparkSchema = 
StructType$.MODULE$.fromString(sparkRequestedSchemaString);
+    StructType sparkRequestedSchema = 
StructType$.MODULE$.fromString(sparkRequestedSchemaString);
+    ParquetToSparkSchemaConverter converter = new 
ParquetToSparkSchemaConverter(configuration);
+    this.parquetColumn = converter.convertParquetColumn(requestedSchema,

Review comment:
       Updated the PR. I also re-run the above test which used to take 1.05m 
before the fix, and improved to 0.58m afterwards, which is very close to the 
number in master branch. 
   
   @bersprockets it'd be great if you can verify it too. Thanks.




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