alamb commented on issue #1527:
URL: 
https://github.com/apache/arrow-datafusion/issues/1527#issuecomment-1014610661


   Thanks for the report @capkurmagati  -- I am not sure if your usecase ever 
worked (in which case it is a bug).
   
   Regardless, as @tustvold  mentions, we basically have the same usecase in 
IOx where some parquet files have a subset of the unified schema and we pad the 
remaining columns with NULLs. 
   
   This picture might help 
https://github.com/influxdata/influxdb_iox/blob/f3f6f335a93d2910a5cc55e12662dfda82143701/query/src/provider/adapter.rs#L45-L72
   
   We would be happy to contribute this to DataFusion / the file reader. 
@capkurmagati  is there any chance you can write an end to end test (aka make 
the two parquet files you refer to above)? If so bringing in the 
`SchemaAdapter` stream would be pretty straightforward


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