Ayende @ Rahien

Hi!
My name is Ayende Rahien
Founder of Hibernating Rhinos LTD and RavenDB.
You can reach me by phone or email:

ayende@ayende.com

+972 52-548-6969

, @ Q c

Posts: 5,949 | Comments: 44,548

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RavenDB Map/Reduce optimizations


So I was diagnosing a customer problem, which required me to write the following:

image

This is working on a data set of about half a million records.

I took a peek at the stats and I saw this:

image

You can ignore everything before 03:23, this is the previous index run. I reset it to make sure that I have a clean test.

What you can see is that we start out with a mapping & reducing values. And you can see that initially this is quite expensive. But very quickly we recognize that we are reducing a single value, and we switch strategies to a more efficient method, and we suddenly have very little cost involved in here. In fact, you can see that the entire process took about 3 minutes from start to finish, and very quickly we got to the point where are bottle neck was actually the maps pushing data our way.

That is pretty cool.


Comments

Kyle Szklenski

I was looking at the graph first and thought, "Holy crap, that's a lot of work." Then I saw that it was done in only a second, and realized you weren't actually pointing out a problem, but some kind of trickery you do. Then I read the post. :) Good work, team.

Andreas Kroll

Awesome...

Sometimes you remind me of Hanibal Smith from the A-Team:

 "I love it, when a plan works..."

It's somehow similar to your trademark "it just works"

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