【索引】反向索引-阿里云开发者社区

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【索引】反向索引

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1,Creating data
Reversed key indexes use b-tree structures, but preprocess key values before inserting them. Simplifying, b-trees place similar values on a single index block, e.g., storing 24538 on the same block as 24539. This makes them efficient both for looking up a specific value and for finding values within a range. However if the application inserts values in sequence, each insert must have access to the newest block in the index in order to add the new value. If many users attempt to insert at the same time, they all must write to that block and have to get in line, slowing down the application. This is particularly a problem in clustered databases, which may require the block to be copied from one computer's memory to another's to allow the next user to perform. their insert.

Reversing the key spreads similar new values across the entire index instead of concentrating them in any one leaf block. This means that 24538 appears on the same block as 14538 while 24539 goes to a different block, eliminating this cause of contention. (Since 14538 would have been created long before 24538, their inserts don't interfere with each other.)


2,Querying data
Reverse indexes are just as effective as for finding specific values, although they aren't helpful for range queries, which turn out to be uncommon for artificial values such as sequence numbers. When searching the index, the query processor simply reverses the search target before looking it up.

3,Deleting data
Another benefit impacts applications that delete data. Typically, applications delete data that is older on average (with lower values of the sequence) before deleting newer data. In standard b-trees, many index blocks end up containing few values, with a commensurate increase in unused space, referred to as "rot". Rot not only wastes space, but slows query speeds, because a smaller fraction of a rotten index's blocks fit in memory at any one time. In a b-tree, if 14538 gets deleted, its index space remains empty. In a reverse index, if 14538 goes before 24538 arrives, 24538 can reuse 14538's space.

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