Re: UR PredictionIO quickstart

[Pat Ferrel]

The first thing you’ll run into is storage in-memory for all user and item ids. 
20,000 products that have sold and 42,500 users who have bought. This might fit 
in a 16g memory machine but also might require 32g. The number of sales is not 
a big factor. You may even be able to connect it to your sales channel, site or 
app. Sounds like the load will be low to start.


On May 10, 2017, at 1:21 PM, Dennis Honders  wrote:

65000 orders. 100.000 items. Not many items per order. 
80.000 products. Only 20.000 are sold at least once. 
85.000 customers. Half of the customers have bought at least one product 
according to this trainingsdata. 
1500 categories. 
150 manufactures. 

Currently a maximum of 5 properties for the products and customers. 

What setup do you recommend?



Op 10 mei 2017 om 20:44 heeft Pat Ferrel > het volgende geschreven:

> Probably, how many users and items?
> 
> It will certainly work on a single machine, you may have to pick a less than 
> minimal instance type. We recommend R3 instances and you can upgrade in place 
> if you start out too small. 
> 
> 
> On May 10, 2017, at 10:45 AM, Dennis Honders  > wrote:
> 
> Okay, thanks for the answer. Will also take a look at the update next week. 
> 
> In my case I have like 65000 orders and the complete dataset is about 700.000 
> records. 
> For confirmation, this is considered a small dataset, and small enough for 
> experimenting (Not using it in production) with the UR? 
> 
> 2017-05-10 19:13 GMT+02:00 Pat Ferrel  >:
> Yes unless you have large-ish data. We also have and AWS AMI all set up here: 
> http://actionml.com/docs/awssetupguide 
> . Both should be fine for 
> experimentation but will be too small for big-data.
> 
> BTW all are being updated to the UR V0.6.0 and PIO 0.11.0 by next week though 
> the current version work fine.
> 
> 
> On May 10, 2017, at 8:35 AM, Dennis Honders  > wrote:
> 
> Is the quickstart for PredictionIO 0.11.0 suitable enough for a very basic 
> setup or is the single machine (http://actionml.com/docs/single_machine 
> ) setup a minimal requirement?
> 
> 
> 

Re: UR PredictionIO quickstart

[Dennis Honders]

65000 orders. 100.000 items. Not many items per order. 
80.000 products. Only 20.000 are sold at least once. 
85.000 customers. Half of the customers have bought at least one product 
according to this trainingsdata. 
1500 categories. 
150 manufactures. 

Currently a maximum of 5 properties for the products and customers. 

What setup do you recommend?



> Op 10 mei 2017 om 20:44 heeft Pat Ferrel  het 
> volgende geschreven:
> 
> Probably, how many users and items?
> 
> It will certainly work on a single machine, you may have to pick a less than 
> minimal instance type. We recommend R3 instances and you can upgrade in place 
> if you start out too small. 
> 
> 
> On May 10, 2017, at 10:45 AM, Dennis Honders  wrote:
> 
> Okay, thanks for the answer. Will also take a look at the update next week. 
> 
> In my case I have like 65000 orders and the complete dataset is about 700.000 
> records. 
> For confirmation, this is considered a small dataset, and small enough for 
> experimenting (Not using it in production) with the UR? 
> 
> 2017-05-10 19:13 GMT+02:00 Pat Ferrel :
>> Yes unless you have large-ish data. We also have and AWS AMI all set up 
>> here: http://actionml.com/docs/awssetupguide. Both should be fine for 
>> experimentation but will be too small for big-data.
>> 
>> BTW all are being updated to the UR V0.6.0 and PIO 0.11.0 by next week 
>> though the current version work fine.
>> 
>> 
>> On May 10, 2017, at 8:35 AM, Dennis Honders  wrote:
>> 
>> Is the quickstart for PredictionIO 0.11.0 suitable enough for a very basic 
>> setup or is the single machine (http://actionml.com/docs/single_machine) 
>> setup a minimal requirement?
>> 
> 
> 

Re: UR PredictionIO quickstart

[Pat Ferrel]

Probably, how many users and items?

It will certainly work on a single machine, you may have to pick a less than 
minimal instance type. We recommend R3 instances and you can upgrade in place 
if you start out too small. 


On May 10, 2017, at 10:45 AM, Dennis Honders  wrote:

Okay, thanks for the answer. Will also take a look at the update next week. 

In my case I have like 65000 orders and the complete dataset is about 700.000 
records. 
For confirmation, this is considered a small dataset, and small enough for 
experimenting (Not using it in production) with the UR? 

2017-05-10 19:13 GMT+02:00 Pat Ferrel >:
Yes unless you have large-ish data. We also have and AWS AMI all set up here: 
http://actionml.com/docs/awssetupguide 
. Both should be fine for 
experimentation but will be too small for big-data.

BTW all are being updated to the UR V0.6.0 and PIO 0.11.0 by next week though 
the current version work fine.


On May 10, 2017, at 8:35 AM, Dennis Honders > wrote:

Is the quickstart for PredictionIO 0.11.0 suitable enough for a very basic 
setup or is the single machine (http://actionml.com/docs/single_machine 
) setup a minimal requirement?

Re: UR PredictionIO quickstart

[Dennis Honders]

Okay, thanks for the answer. Will also take a look at the update next week.

In my case I have like 65000 orders and the complete dataset is about
700.000 records.
For confirmation, this is considered a small dataset, and small enough for
experimenting (Not using it in production) with the UR?

2017-05-10 19:13 GMT+02:00 Pat Ferrel :

> Yes unless you have large-ish data. We also have and AWS AMI all set up
> here: http://actionml.com/docs/awssetupguide. Both should be fine for
> experimentation but will be too small for big-data.
>
> BTW all are being updated to the UR V0.6.0 and PIO 0.11.0 by next week
> though the current version work fine.
>
>
> On May 10, 2017, at 8:35 AM, Dennis Honders 
> wrote:
>
> Is the quickstart for PredictionIO 0.11.0 suitable enough for a very basic
> setup or is the single machine (http://actionml.com/docs/single_machine)
> setup a minimal requirement?
>
>

Re: UR PredictionIO quickstart

[Pat Ferrel]

Yes unless you have large-ish data. We also have and AWS AMI all set up here: 
http://actionml.com/docs/awssetupguide 
. Both should be fine for 
experimentation but will be too small for big-data.

BTW all are being updated to the UR V0.6.0 and PIO 0.11.0 by next week though 
the current version work fine.


On May 10, 2017, at 8:35 AM, Dennis Honders  wrote:

Is the quickstart for PredictionIO 0.11.0 suitable enough for a very basic 
setup or is the single machine (http://actionml.com/docs/single_machine 
) setup a minimal requirement?