In real time, the column names from source might not be uniform, some columns will have a space in it, some other columns will not. For example, Sales Channel Item Type, Region Country Unit Price It is a good practice to replace all the spaces in a column name before doing any transformation for easy handling. This also helps with auto mapping, when the sink column names do not come with spaces!