phoenix-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Maryann Xue (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (PHOENIX-4666) Add a subquery cache that persists beyond the life of a query
Date Wed, 21 Mar 2018 22:33:01 GMT

    [ https://issues.apache.org/jira/browse/PHOENIX-4666?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16408676#comment-16408676
] 

Maryann Xue commented on PHOENIX-4666:
--------------------------------------

Here's my initial thought:
 # As opposed to maintaining a map from a subquery to a persistent cache, we could have a
map from "cache_id" to a persistent cache. What we are doing now for "cache_id" should be
good enough - client-side-generated unique id.
 # We'll have a certain property to indicate the use of persistent cache, so that a HashJoinPlan
will re-use the "cache_id" (after it being generated on the first call) without having to
re-send and re-build the caches on region servers.
 # User will have to hold on to the compiled statement and re-execute it.
 # There's no need for a centralized cache management at this point. A region server will
throw a specific Exception if it is unable to find the cache requested, then on the client
side, the sub-query will be re-evaluated and the cache will broadcasted to all region servers
again with the same cache-id.

Not sure if is similar to your version, but would be nice to see whatever you already have
and we can go from there.

> Add a subquery cache that persists beyond the life of a query
> -------------------------------------------------------------
>
>                 Key: PHOENIX-4666
>                 URL: https://issues.apache.org/jira/browse/PHOENIX-4666
>             Project: Phoenix
>          Issue Type: Improvement
>            Reporter: Marcell Ortutay
>            Priority: Major
>
> The user list thread for additional context is here: [https://lists.apache.org/thread.html/e62a6f5d79bdf7cd238ea79aed8886816d21224d12b0f1fe9b6bb075@%3Cuser.phoenix.apache.org%3E]
> ----
> A Phoenix query may contain expensive subqueries, and moreover those expensive subqueries
may be used across multiple different queries. While whole result caching is possible at the
application level, it is not possible to cache subresults in the application. This can cause
bad performance for queries in which the subquery is the most expensive part of the query,
and the application is powerless to do anything at the query level. It would be good if Phoenix
provided a way to cache subquery results, as it would provide a significant performance gain.
> An illustrative example:
>     SELECT * FROM table1 JOIN (SELECT id_1 FROM large_table WHERE x = 10) expensive_result
ON table1.id_1 = expensive_result.id_2 AND table1.id_1 = \{id}
> In this case, the subquery "expensive_result" is expensive to compute, but it doesn't
change between queries. The rest of the query does because of the \{id} parameter. This means
the application can't cache it, but it would be good if there was a way to cache expensive_result.
> Note that there is currently a coprocessor based "server cache", but the data in this
"cache" is not persisted across queries. It is deleted after a TTL expires (30sec by default),
or when the query completes.
> This is issue is fairly high priority for us at 23andMe and we'd be happy to provide
a patch with some guidance from Phoenix maintainers. We are currently putting together a design
document for a solution, and we'll post it to this Jira ticket for review in a few days.



--
This message was sent by Atlassian JIRA
(v7.6.3#76005)

Mime
View raw message