← Back to team overview

dhis2-users team mailing list archive

Re: Realtime Analytics

 

Hi,
There may be a brief window of time when certain resources are not
available. This happens when the analytics tables are switched. Lars can
explain more about this. But it should be very brief.

This API endpoint simply triggers the analytics, and and allows more
control over what is actually done. So, you might aggregate data once an
hour  throughout the day (near real time), then run a full analytics run at
night per usual.

I think what you want, as many people have asked for, is to enter your data
and immediately see it instantaneously in the Pivots It does not work like
that, as the data has to be aggregated, and indexed to make it highly
available. This is the reason that the pivots are usually very fast,
because the data has been pre-processed from the raw data, and heavily
indexed to speed up the query from the analytics tables. Its a tradeoff
between a highly available server for everyone, or choking the server with
lots of expensive real-time aggregation requests.

Usually, this is not the "normal" workflow. People enter monthly data for
instance once a month, and whether it gets aggregated one second or one
hour after, should not make a difference. So whether they see the data the
instant it was entered is not important. What is important is being able to
serve lots of data to many people, so that is why the analytics solution
exists. Data is pre-processed to make it quickly readable. The downside of
this, there is a lag between when the data is entered and when it is
actually available through the analytics resources.

Having said all of that, the developers are looking into ways to speed this
process up, but for now, for instance by only aggregating what is actually
needed (dirty data) along with offloading the analytics onto a separate
server. But that is in the pipeline. For now, the best thing which you can
do is to be sure you get a very fast database server with lots of RAM, and
schedule the analytics run (simply by making a curl call to that API
endpoint) once every X minutes. X minutes will depend on a number of
factors, like how much data you have, how powerful your server is, etc. So,
you will need to experiment a bit.

Regards,
Jason


On Fri, Apr 22, 2016 at 12:51 PM, Ibrahim Bayoh <
ibrahim.bayoh@xxxxxxxxxxxxxxxxxxxx> wrote:

> Thanks Jason for your prompt response, It seems to be the api for using
> the manual export tables and the scheduling Analytics table externally;
> please correct me if am wrong.
>
>
> On Fri, Apr 22, 2016 at 10:40 AM, Morten Olav Hansen <morten@xxxxxxxxx>
> wrote:
>
>> Hi Jason
>>
>> While this is happening, are reports still available or not?
>>
>> --
>> Morten Olav Hansen
>> Senior Engineer, DHIS 2
>> University of Oslo
>> http://www.dhis2.org
>>
>> On Fri, Apr 22, 2016 at 5:31 PM, Jason Pickering <
>> jason.p.pickering@xxxxxxxxx> wrote:
>>
>>> Hi Bayoh,
>>> Have a look here
>>>
>>> http://dhis2.github.io/dhis2-docs/2.22/en/developer/html/ch01s33.html
>>>
>>> You can acheive near-real time analytics by ensuring you have enough
>>> horsepower in your servers and only aggregating smaller pieces of the data
>>> (i.e. last year only).
>>>
>>> Regards,
>>> Jason
>>>
>>>
>>> On Fri, Apr 22, 2016 at 12:19 PM, Ibrahim Bayoh <
>>> ibrahim.bayoh@xxxxxxxxxxxxxxxxxxxx> wrote:
>>>
>>>> Hi All,
>>>> Initially i thought DHIS2 had fully or out-of-the-box  realtime
>>>> analytics and Dashboards. But after further inspection i realized that
>>>> current data entry will not available for analysis or dashboards until the
>>>> next day or by manually doing export tables.  This is a real bottle neck to
>>>> the intended implementation am working on. I have looked at Scheduling, but
>>>> the options for analytics table is not ideal in my case. *Is there way
>>>> this can be reduced or removed to gain real-time dashboards and analytics?*
>>>>
>>>> Thanks,
>>>> Bayoh.
>>>>
>>>> --
>>>> Ibrahim Rashid Bayoh
>>>> Information Systems Coordinator,
>>>> eHealth Africa(Sierra Leone)
>>>> *117 Wilkinson Rd, Freetown, Sierra Leone*
>>>> Mobile: +232 88-765-638
>>>> ibrahim.bayoh@xxxxxxxxxxxxxxxxxxxx
>>>> http://ehealthafrica.org/
>>>>
>>>>
>>>> _______________________________________________
>>>> Mailing list: https://launchpad.net/~dhis2-users
>>>> Post to     : dhis2-users@xxxxxxxxxxxxxxxxxxx
>>>> Unsubscribe : https://launchpad.net/~dhis2-users
>>>> More help   : https://help.launchpad.net/ListHelp
>>>>
>>>>
>>>
>>>
>>> --
>>> Jason P. Pickering
>>> email: jason.p.pickering@xxxxxxxxx
>>> tel:+46764147049
>>>
>>> _______________________________________________
>>> Mailing list: https://launchpad.net/~dhis2-users
>>> Post to     : dhis2-users@xxxxxxxxxxxxxxxxxxx
>>> Unsubscribe : https://launchpad.net/~dhis2-users
>>> More help   : https://help.launchpad.net/ListHelp
>>>
>>>
>>
>
>
> --
> Ibrahim Rashid Bayoh
> Information Systems Coordinator,
> eHealth Africa(Sierra Leone)
> *117 Wilkinson Rd, Freetown, Sierra Leone*
> Mobile: +232 88-765-638
> ibrahim.bayoh@xxxxxxxxxxxxxxxxxxxx
> http://ehealthafrica.org/
>
>


-- 
Jason P. Pickering
email: jason.p.pickering@xxxxxxxxx
tel:+46764147049

Follow ups

References