Обсуждение: Partition pruning for Star Schema

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Partition pruning for Star Schema

От
legrand legrand
Дата:
Hello,

I have a typical star schema, having dimension tables "product", "calendar"
and "country" and a fact table "sales".
This fact table is partitionned by time (range by month) and country (list).

Will query like:

select product.name, calendar.month, sum(sales.net_price)
from sales
 inner join product on (product.id = sales.cust_id)
 inner join country on (country.id = sales.country_id)
 inner join calendar on (calendar.id = sales.calendar_id)
where
 country.name = 'HERE'
 and calendar.year = '2017'
group by product.name,calendar.month

be able to identify needed partitions ?

nb: the query has predicates on dimension tables not on columns used for
fact table partitioning:
- country.name vs sales.country_id,
- calendar.year vs sales.calendar_id.

Will this be part of postgreSQL 11 ?

Thanks in advance
Regards
PAscal





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Re: Partition pruning for Star Schema

От
Andres Freund
Дата:
Hi,

On 2017-12-02 13:56:51 -0700, legrand legrand wrote:
> I have a typical star schema, having dimension tables "product", "calendar"
> and "country" and a fact table "sales".
> This fact table is partitionned by time (range by month) and country
> (list).

You've posted nearly the same a few days ago:
http://archives.postgresql.org/message-id/1511986639005-0.post%40n3.nabble.com

Please don't just duplicate threads just because you've not received an
answer a few days ago. If you'd done additional research / provided more
context *and* linked to the last time you sent something it'd be
different.

Greetings,

Andres Freund


Re: Partition pruning for Star Schema

От
legrand legrand
Дата:
Sorry, I apologize.
I though (most) Hackers were not reading General list.

Regards
PAscal



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Re: Partition pruning for Star Schema

От
Ashutosh Bapat
Дата:
On Sun, Dec 3, 2017 at 5:56 AM, legrand legrand
<legrand_legrand@hotmail.com> wrote:
> Hello,
>
> I have a typical star schema, having dimension tables "product", "calendar"
> and "country" and a fact table "sales".
> This fact table is partitionned by time (range by month) and country (list).
>
> Will query like:
>
> select product.name, calendar.month, sum(sales.net_price)
> from sales
>  inner join product on (product.id = sales.cust_id)
>  inner join country on (country.id = sales.country_id)
>  inner join calendar on (calendar.id = sales.calendar_id)
> where
>  country.name = 'HERE'
>  and calendar.year = '2017'
> group by product.name,calendar.month
>
> be able to identify needed partitions ?
>

AFAIU partition pruning, it works only with the partition key columns.
So, if country.name and calendar.year are the partition keys partition
pruning would identify the needed partitions from those tables. But
planner doesn't know that calendar.year is somehow related to
calendar.id and then transfer that knowledge so that partitions of
sales can be identified.

-- 
Best Wishes,
Ashutosh Bapat
EnterpriseDB Corporation
The Postgres Database Company


Re: Partition pruning for Star Schema

От
Mark Kirkwood
Дата:
On 04/12/17 16:08, Ashutosh Bapat wrote:

> On Sun, Dec 3, 2017 at 5:56 AM, legrand legrand
> <legrand_legrand@hotmail.com> wrote:
>> Hello,
>>
>> I have a typical star schema, having dimension tables "product", "calendar"
>> and "country" and a fact table "sales".
>> This fact table is partitionned by time (range by month) and country (list).
>>
>> Will query like:
>>
>> select product.name, calendar.month, sum(sales.net_price)
>> from sales
>>   inner join product on (product.id = sales.cust_id)
>>   inner join country on (country.id = sales.country_id)
>>   inner join calendar on (calendar.id = sales.calendar_id)
>> where
>>   country.name = 'HERE'
>>   and calendar.year = '2017'
>> group by product.name,calendar.month
>>
>> be able to identify needed partitions ?
>>
> AFAIU partition pruning, it works only with the partition key columns.
> So, if country.name and calendar.year are the partition keys partition
> pruning would identify the needed partitions from those tables. But
> planner doesn't know that calendar.year is somehow related to
> calendar.id and then transfer that knowledge so that partitions of
> sales can be identified.
>

If you can get your code to perform a star transformation on this type 
of query, then you might see some partition pruning.

Cheers

Mark


Re: Partition pruning for Star Schema

От
Mark Kirkwood
Дата:
On 04/12/17 17:20, Mark Kirkwood wrote:

> On 04/12/17 16:08, Ashutosh Bapat wrote:
>
>> On Sun, Dec 3, 2017 at 5:56 AM, legrand legrand
>> <legrand_legrand@hotmail.com> wrote:
>>> Hello,
>>>
>>> I have a typical star schema, having dimension tables "product", 
>>> "calendar"
>>> and "country" and a fact table "sales".
>>> This fact table is partitionned by time (range by month) and country 
>>> (list).
>>>
>>> Will query like:
>>>
>>> select product.name, calendar.month, sum(sales.net_price)
>>> from sales
>>>   inner join product on (product.id = sales.cust_id)
>>>   inner join country on (country.id = sales.country_id)
>>>   inner join calendar on (calendar.id = sales.calendar_id)
>>> where
>>>   country.name = 'HERE'
>>>   and calendar.year = '2017'
>>> group by product.name,calendar.month
>>>
>>> be able to identify needed partitions ?
>>>
>> AFAIU partition pruning, it works only with the partition key columns.
>> So, if country.name and calendar.year are the partition keys partition
>> pruning would identify the needed partitions from those tables. But
>> planner doesn't know that calendar.year is somehow related to
>> calendar.id and then transfer that knowledge so that partitions of
>> sales can be identified.
>>
>
> If you can get your code to perform a star transformation on this type 
> of query, then you might see some partition pruning.
>

Actually it won't - sorry. To get that to work, you would need to 
evaluate the additional subqueries to produce fixed values! The patch 
for 'runtime partition pruning' might be what you want tho.

Cheers

Mark


Re: Partition pruning for Star Schema

От
legrand legrand
Дата:
Thank You !

I will monitor this 'runtime partition pruning' patch.

This will be better than using Partitioned DIM tables "Partion wise joined"
with a multi level partitioned FACT table ;o)

Regards
PAscal



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