May 13, 2007

New Dynamic Bulk Loader

InfinityDB now comes with a 'dynamic bulk loader' class called ncrementalMergingItemSpace that can keep a database up-to-date with high speed while still allowing concurrent retrievals. Inserts flow in at 10 to 100 times the speed of non-local random insertions into a normal InfinityDB, and cause a minimum of seeking. The cost is that retrievals and deletes slow down - from 1 to 30 times or more. The slowdown is most noticeable with non-local access, because multiple logical ItemSpaces must be searched due to the fact that data is kept in a hierarchy of 'batches' of various sizes. For localized access, retrieval performance is much better, since once all of the blocks for each of the batches is in the cache, they may
all be sequentally or locally read without extra I/O.

For example, a stock brokerage may need to have a continuous flow of data that is immediately up-to-date, and may need to do simple queries such as access on a given customer account or transaction id. The IncrementalMergingItemSpace will reflect the Items being inserted immediately, while the queries will still run at reasonable speed, since the required 20 or so block reads will still take only a fraction of a second.

The alternative to a dynamic system like IncrementalMergingItemSpace is to load data on a schedule, such as once every day or every few hours. The data then must always be stale. Performance of the InfinityDB bulk loaders is higher than that of IncrementalMergingItemSpace, but they must build entire databases on each run.

See docs/manual/dynamic-bulk-loading.html.


Posted 3 years, 7 months ago on May 13, 2007
The trackback url for this post is http://boilerbay.com/infinitydb/forum/bblog/trackback.php/40/
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