Noob question, sorry if it's too basic for this exchange. WeWe process a routine data feed from a client who just refactored their database from a form that seems familiar (one row per entity, one column per attribute) to one that seems unfamiliar to me (one row per entity per attribute):
Before: one column per attribute
ID Ht_cm wt_kg Age_yr ...
1 190 82 43 ...
2 170 60 22 ...
3 205 90 51 ...
After: one column for all attributes
ID Metric Value
1 Ht_cm 190
1 Wt_kg 82
1 Age_yr 43
1 ...
2 Ht_cm 170
2 Wt_kg 60
2 Age_yr 22
2 ...
3 Ht_cm 205
3 Wt_kg 90
3 Age_yr 51
3 ...
Is there a name for this database structure? What are the relative advantages? The old way seems easier to place validity constraints on specific attributes (non-null, non-negative, etc.) and easier to calculate averages. But I can see how it might be easier to add new attributes without refactoring the database. Is this a standard/preferred way of structuring data?