Running the query the first time isn’t really like loading all data into memory 
and then doing the query. I would assume that
it is much less efficient – all kinds of locking and contention may be 
involved. Also, the reads are done via random disk access, while when reading 
from
CSV you’re reading sequentially.

I assume that there are ways to make queries on a cold storage more efficient.
One would probably need to spend a lot of time on that collecting and analyzing 
JFRs and other profiling data.
On the other hand, having an ability to do a hot restart will probably solve 
the issue for most users.

Stan

From: gweiske
Sent: 11 января 2019 г. 2:03
To: user@ignite.apache.org
Subject: RE: Ignite 2.7 Persistence

Thanks for the replies. Yes, subsequent queries are faster, but the time to
run the query the first time (i.e. load the data into memory) after a
restart can be measured in hours and is significantly longer than loading
the data from a csv file. That does not seem right. 




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