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From Nikolaos Romanos Katsipoulakis <popa...@gmail.com>
Subject Re: Save a UserSimilarity in a File
Date Thu, 17 May 2012 12:31:54 GMT
On 05/17/2012 03:01 PM, Sean Owen wrote:
> Yes I think you can and should certainly share a Recommender. It is
> thread-safe. That wil in turn let you share data structures like
> DataModel. Note you could run two different Recommenders from the same
> shared DataModel if you wanted to, maybe to try two algorithms, but
> that's not usual.
>
> That's a separate question from how you handle similarities, and I
> suggest you try caching in memory first to see if that gives you an
> acceptable trade-off. You can pre-compute similarities if you want;
> that's separate.
>
> On Thu, May 17, 2012 at 12:57 PM, Nikolaos Romanos Katsipoulakis
> <popanik@gmail.com>  wrote:
>> On 05/17/2012 02:06 PM, Sean Owen wrote:
>>> I think it will be way too slow to update a file like this, as you must
>>> seek and rewrite the whole thing. Files aren't for this sort of update. A
>>> DB might be.
>>>
>>> Even if it were it is probably too slow to read the similarity from
>>> backing
>>> store each time. It needs to be mostly in memory. That's why the caching
>>> wrapper is probably what you want.
>>>
>>> Sean
>>> On May 17, 2012 11:25 AM, "Nikolaos Romanos Katsipoulakis"<
>>> popanik@gmail.com>    wrote:
>>>
>>>> Hey guys,
>>>> In my recommender i need to save my UserSimilarity (CachingUserSimilarity
>>>> to be exact) in a file, and whenever I get a request for a
>>>> recommendation,
>>>> i need to load it from a file, retrieve the recommendation, and then
>>>> store
>>>> it back in a file. Can this be done? I have seen in the mahout
>>>> documentation a class FileItemSimilarity, which has a constructor that
>>>> parses the FileItemSimilarity from a file. Is there a similar
>>>> FileUserSimilarity? How is the FileItemSimilarity represented in the
>>>> file?
>>>>
>>>> Thank you
>>>>
>> Thank you for your immediate answer. Hmm, I think you are right. The problem
>> is that I want to maintain a static Recommender Object in a web service (and
>> use it as a singleton for all invocations of the web service), that is
>> updated asynchronously, and is persistent among all threads. Do you think
>> that this is a more acceptable design in matter of performance?
>>
>> Thank you
That is wonderful. Thank you for your support. I really appreciate it.

Yours sincerely,
Nick Katsipoulakis.

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