her similar use case.
>
> Kind regards
>
> Andy
>
>
>
>
> From: Nick Pentreath <nick.pentre...@gmail.com>
> Date: Wednesday, November 18, 2015 at 4:03 AM
> To: DB Tsai <dbt...@dbtsai.com>
> Cc: "user @spark" <user@spark.apache.org>
&g
;>>
>>>>>>
>>>>>> Sincerely,
>>>>>>
>>>>>> DB Tsai
>>>>>> --------------
>>>>>> Web: https://www.dbtsai.com
>>>>>> PGP Key ID: 0xAF08DF8
08DF8D
>>>>>
>>>>> On Thu, Nov 12, 2015 at 8:15 PM, Nirmal Fernando <nir...@wso2.com>
>>>>> wrote:
>>>>>
>>>>>>
>>>>>>
>>>>>> On Fri, Nov 13, 2015 at 2:04 AM, darren <dar...@ontr
>
>>>>> On Thu, Nov 12, 2015 at 8:15 PM, Nirmal Fernando <nir...@wso2.com> wrote:
>>>>>>
>>>>>>
>>>>>> On Fri, Nov 13, 2015 at 2:04 AM, darren <dar...@ontrenet.com> wrote:
>>>>>>>
>>>&g
;>>> This is a very useful side effect of ML models.
>>>>>>
>>>>>> If mlib can't use models outside spark that's a real shame.
>>>>>>
>>>>>
>>>>> Well you can as mentioned earlier. You don't need Spark
gt;
>>>> Original message
>>>> From: "Kothuvatiparambil, Viju" <
>>>> viju.kothuvatiparam...@bankofamerica.com>
>>>> Date: 11/12/2015 3:09 PM (GMT-05:00)
>>>> To: DB Tsai <dbt...@dbtsai.com>, S
n as mentioned earlier. You don't need Spark runtime for
>>>> predictions, save the serialized model and deserialize to use. (you need
>>>> the Spark Jars in the classpath though)
>>>>
>>>>>
>>>>>
>>>>> Sent from my Verizo
; Adrian Tanase; user @spark;
Xiangrui Meng; hol...@pigscanfly.ca
Subject: Re: thought experiment: use spark ML to real time prediction
I think the use-case can be quick different from PMML.
By having a Spark platform independent ML jar, this can empower users to do the
following,
1) PMML doesn't
Davidson <a...@santacruzintegration.com>, Adrian Tanase
<atan...@adobe.com>, "user @spark" <user@spark.apache.org>, Xiangrui Meng
<men...@gmail.com>, hol...@pigscanfly.ca
Subject: RE: thought experiment: use spark ML to real time prediction
I am glad to
+1 on that. It would be useful to use the model outside of Spark.
_
From: DB Tsai <dbt...@dbtsai.com>
Sent: Wednesday, November 11, 2015 11:57 PM
Subject: Re: thought experiment: use spark ML to real time prediction
To: Nirmal Fernando <nir...@wso2.com&
ote:
>
>> +1 on that. It would be useful to use the model outside of Spark.
>>
>>
>> _
>> From: DB Tsai <dbt...@dbtsai.com>
>> Sent: Wednesday, November 11, 2015 11:57 PM
>> Subject: Re: thought experiment: use spar
>, Sean Owen <so...@cloudera.com>
>> Cc: Felix Cheung <felixcheun...@hotmail.com>, Nirmal Fernando <
>> nir...@wso2.com>, Andy Davidson <a...@santacruzintegration.com>, Adrian
>> Tanase <atan...@adobe.com>, "user @spark" <user@spark.apache.or
rnando <
> nir...@wso2.com>, Andy Davidson <a...@santacruzintegration.com>, Adrian
> Tanase <atan...@adobe.com>, "user @spark" <user@spark.apache.org>,
> Xiangrui Meng <men...@gmail.com>, hol...@pigscanfly.ca
> Subject: RE: thought experiment: use
be useful to use the model outside of Spark.
>>
>>
>> _
>> From: DB Tsai <dbt...@dbtsai.com>
>> Sent: Wednesday, November 11, 2015 11:57 PM
>> Subject: Re: thought experiment: use spark ML to real time prediction
>> To: Nirmal Fer
>
> -adrian
>
> From: Andy Davidson
> Date: Tuesday, November 10, 2015 at 11:31 PM
> To: "user @spark"
> Subject: thought experiment: use spark ML to real time prediction
>
> Lets say I have use spark ML to train a linear model. I know I can save
> and load the mo
outside of
spark – loading the precomputed model and calling .predict on it…
-adrian
From: Andy Davidson
Date: Tuesday, November 10, 2015 at 11:31 PM
To: "user @spark"
Subject: thought experiment: use spark ML to real time prediction
Lets say I have use spark ML to train a linear model
pplications/content/twitter_classifier/predict.html
>>
>> Maybe you can find a way to extract portions of MLLib and run them
>> outside of spark – loading the precomputed model and calling .predict on it…
>>
>> -adrian
>>
>> From: Andy Davidson
>> Date: Tuesd
Lets say I have use spark ML to train a linear model. I know I can save and
load the model to disk. I am not sure how I can use the model in a real time
environment. For example I do not think I can return a ³prediction² to the
client using spark streaming easily. Also for some applications the
ember 10, 2015 1:32 PM
To: user @spark
Subject: thought experiment: use spark ML to real time prediction
Lets say I have use spark ML to train a linear model. I know I can save and
load the model to disk. I am not sure how I can use the model in a real time
environment. For example I do not think I ca
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