[Rd] RSQLite indexing
tlumley at u.washington.edu
Mon Oct 22 23:54:39 CEST 2007
I am trying to use RSQLite for storing data and I need to create indexes on
two variables in the table. It appears from searching the web that the CREATE
INDEX operation in SQLite is relatively slow for large files, and this has been
my experience as well.
The two index variables are crossed. One has about 350,000 levels [yes, it's
genetic association data]. The other will have about 4000 levels eventually,
but is up to about 100 now. When the data were entered they were already ordered by this second index variable.
Creating the index took about an hour on the 100-level, presorted variable and about 12 hours on the 350,000-level unsorted variable. I'm looking for advice on how to reduce this. Specifically
1/ would it be faster if the variable with more levels was the presorted one?
2/ would it be faster or slower if the index were created before adding all the data?
3/ are there any options that can be set to speed up the indexing?
The SQLite database will not be the primary archive for the data, so optimizations that are risky in the case of power loss or hardware failure are still acceptable. Since Bioconductor seems to use SQLite a lot I'm hoping there is some simple solution.
Thomas Lumley Assoc. Professor, Biostatistics
tlumley at u.washington.edu University of Washington, Seattle
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