Data Modeling - Pivot

> (Data|State) Management and Processing > Data Modeling (RDBMS or Code)

1 - About

The principal article on the pivot (format|analysis) or structure.

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3 - Disadvantage as a storage structure

Disadvantage of this structure as a storage structure, if a pivot is used to represent different possible values of a column.

If you want:

  • to add a category, you need to add a category column for each column
  • to do an update on one of this fields, you end up with a list of “IF THEN ELSE”.
  • to do an aggregation on one of this fields, you end up with a list of “UNION”.
  • to add an audit function on it, you need to add an audit on each column
  • to set a value that is dependent of others dimensions, you end up adding a lot of column.
    • If you have 1 metrics column with 2 dimensions, you add 2 columns
    • If you have 2 metrics column with 2 dimensions, you add 4 columns

Furthermore, it's not a third normal form. Then if the data is sparse, you cannot save it in a parse form and you end ups using a lot of storage for nothing and can degrade seriously then the performance.

data/modeling/pivot.txt · Last modified: 2017/09/13 21:21 by gerardnico