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Posted to dev@phoenix.apache.org by "Daniel Wong (JIRA)" <ji...@apache.org> on 2019/05/14 21:14:00 UTC
[jira] [Created] (PHOENIX-5280) Provide Improvements to Scan on
Composite PK where Leading Edge not fully Specified but the edge next
columns are in most leading keys
Daniel Wong created PHOENIX-5280:
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Summary: Provide Improvements to Scan on Composite PK where Leading Edge not fully Specified but the edge next columns are in most leading keys
Key: PHOENIX-5280
URL: https://issues.apache.org/jira/browse/PHOENIX-5280
Project: Phoenix
Issue Type: Improvement
Reporter: Daniel Wong
Provide Improvements to Scan on Composite PK where Leading Edge not fully Specified but the edge next columns are in most leading keys
Recently a user has had an issue where they have a composite pk with 2 columns say (organizationId varchar, departmentId varchar). They want to query all their data with a condition where department is fully qualified department. Example SELECT * FROM TABLE WHERE departmentId='123'. They also know that 95% of the organization leading edge contains the qualified trailing edge. However department = '123' is less than 5% of the total data in the table.
Based on the explain plan today for this we would run a Round Robin Full Scan with a filter on departmentId='123'.
While one possible approach to not run a full table scan is to build an index on department. Another approach could be to construct a new version of a skipscan like filter to control this scan. Essentially we could use 1 lookup to find the organizaitonId then additoin skipscan for the trailing key.
For a given region assume the data looks like this.
||organizationId||departmentId||
|org1|100|
|org4|100|
|org4|101|
|org4|123|
|org5|100|
|org5|123|
First query the initial row in the region. We get 'org1','100'. From this we can construct the next rows of ['org1','123' - 'org1','123\x0'). After proessing that block (in our case 0 rows) we would run to the row at or greater than nextKey(current orgnaziationId),'123'. This would give us org4,101. We would then run to the row of 'org4','123'. Essentailly 1 step to find the orgId and then a scan of all the departments for that value.
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