Aggregate non-duplicative data in Python Pandas Dataframe based on Duplicate attributes

Question

I have a data frame that includes duplicative data on some attributes [\'Stage1\',\'Stage2\',\'Stage3\'] and non-duplicative data on others [\'Key\', \'Agg1\', \'Agg2\']. I