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From Noelia Osés Fernández <no...@vicomtech.org>
Subject Re: To update app, train+deploy or build-train-deploy?
Date Mon, 04 Dec 2017 10:18:05 GMT
Thank you for the quick reply!!

On 4 December 2017 at 10:39, Александр Лактионов <lokotochek@gmail.com>
wrote:

> Hi Noelia,
> You don’t have to build project every time after train, just once.
> Train will save ES index with model and move alias specified in
> engine.json so deploy can work simultaneously.
> Dont forget to run `pio train` in the same dir where you do `pio deploy`,
> the same `pwd` is necessary to swap the same alias
>
> > 4 дек. 2017 г., в 12:36, Noelia Osés Fernández <noses@vicomtech.org>
> написал(а):
> >
> > Hi all,
> >
> > I have created an app using ActionML's UR and Prediction IO trained with
> some initial data.
> >
> > Now, as users interact with the ecomm website, I will have more data to
> train the app. Once a week I will take all the new data from the last week
> and retrain the app.
> >
> > Which is the correct way to keep the app update?
> >
> > 1- pio build; pio train; pio deploy
> >
> > or
> >
> > 2- pio train; pio deploy
> >
> > Thank you very much for your help!
> >
> > I don't really know what "pio build" does so I don't know if I have to
> re-do it every time.
> >
> > Best regards,
> > Noelia
> >
>
>


-- 
<http://www.vicomtech.org>

Noelia Osés Fernández, PhD
Senior Researcher |
Investigadora Senior

noses@vicomtech.org
+[34] 943 30 92 30
Data Intelligence for Energy and
Industrial Processes | Inteligencia
de Datos para Energía y Procesos
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