NeilPerry1 commented on issue #34784:
URL: https://github.com/apache/superset/issues/34784#issuecomment-4628914534

   The main problem is here
   
   In superset/models/helpers.py → get_sqla_query():
   
   1671
   ```
                   select_exprs.append(
                       self.convert_tbl_column_to_sqla_col(
                           quoted_columns_by_name[selected],
                           template_processor=template_processor,
                           label=_column_label,
                       )
                       if selected in quoted_columns_by_name
                       else self.make_sqla_column_compatible(
                           literal_column(selected), _column_label
                       )
   ```
   
   - quoted_columns_by_name = {quote(k): v for k, v in columns_by_name.items()} 
wraps keys in dialect-specific quotes (backticks ` for ClickHouse).
   - selected arrives from UI/form_data as a raw string ("foo").
   - Strict comparison if selected in quoted_columns_by_name: fails.
   - Code falls back to literal_column(selected), bypassing 
TableColumn.expression.
   
   This is a regression. The if need_groupby: branch correctly resolves columns 
via columns_by_name (canonical names), but the elif columns: branch was changed 
to use dialect-quoted keys, breaking metadata lookup for non-classic DB 
dialects.


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