ABHANG RANE wrote:

I have a array column which has 12 real values in it. Basically these values represent co-ordinates in 12 dimensions for a substance. My main need is to find substances similar to a particular compound. Now I can do by calculating differences with each array in the whole table. But the table has millions of rows. So I need some kinda higher dimensional index.

Is there any particular reason you're using an array? If every row has all twelve values, I'd just make them columns. Then I could use a multi-column index.

I have read about the cube operation in postgre, can it be extended to 12 dimensions or something like that.

I have no experience with CUBE, but I think it's just a kind of summarization aggregate.

It sounds like you want the Nearest Neighbor(s) of your "particular compound". You might to read about that:

http://en.wikipedia.org/wiki/Nearest_neighbor_search

- John Burger
  G63

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