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Posted to user@hive.apache.org by Mark Schramm <ms...@tetrascend.com> on 2012/06/19 02:32:14 UTC
Map-Joining the same small table multiple times
All,
We have a small table that we use the map-join technique to join to several large tables in separate hive query scripts.
As I understand it, the map-join will do some preparatory work to get the small table into the distributed cache for the map-join. These steps are (from my understanding):
1) Read the small table into a hash table
2) Serialize to a file on disk
3) Tar the file
4) Put the tar in the distributed cache.
Now assume that we have small table A and we map-join it to B and later map-join it to C.
I presume that hive will repeat the above preparatory steps for each map-join. After all, it can't know that table A has not changed between scripts.
Questions:
a) Does this work get repeated with each map-join?
b) Any way to tell hive to re-use previous map-join small tables already cached?
c) Any way to do something like this manually and put the file into the distributed cache manually and get the map-join to re-use it?
d) How does hive manage such distributed cache objects? Are they cleaned out at the end of the hive query?
Thanks,
Mark