PowerBi Incremental load issue

Hi

I am facing issue with Incremental loading in PBI.

Basically i am working on setting up a table on my own and checking how to enable incremental loads.

As part of that, i created a table with 

ID, StartDate, EndDate, Name

StartDate is the day the record is entered in DB. End date is NULL for all active records. For historical records end date will have value (similar to SCD2)

I used Startdate as a date for incremental and EndDate for Data capture.

By PBI incremental logic, i select 120 months data to be retained, refresh data for 120 months (this is just for working assumption for now)

When i run the incremental, it queries 120 max(enddate) for each monthly partitions. Works perfect.

But the problem comes when the actual partition is queried. I am seeing top 1000 for each of the 120 partition. Ideally only when the max(enddate) is changed from the previous load, for a partition, that partition is queried.

Now all the paritions are queried with top 1000 and reads 1000 records everytime. Even though it is 1000, it still uses the database resources and tends to slow the loads if i need 10y of data (for some reason)..

Now my questions as i said,

PBI should only query the partition whose max(enddate) is changed from its previous load. Why so i get a query for all partitions?

Can anyone help me on this.

Thanks..

Edited:

I also see another query which says top 1000 from table with no filters...

And the order of execution 

It runs in random that it checks top 1000 for that partition first and then max(enddate). Inbetween i see the top 1000 with no filters.

Pasting the first 20 queries just for reference based with execution time in desc order

• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2014-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2014-07-01 00:00:00') ) as [rows] 2021-05-20 16:40:33.047
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2012-01-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2012-02-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.990
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2016-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2016-07-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.950
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2020-05-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2020-06-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.883
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2020-11-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2020-12-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.877
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2012-01-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2012-02-01 00:00:00') 2021-05-20 16:40:32.833
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2018-10-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2018-11-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.830
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2014-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2014-07-01 00:00:00') 2021-05-20 16:40:32.783
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2012-12-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2013-01-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.757
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2013-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2013-07-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.757
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2015-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2015-07-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.643
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2016-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2016-07-01 00:00:00') 2021-05-20 16:40:32.630
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2020-05-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2020-06-01 00:00:00') 2021-05-20 16:40:32.617
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2020-11-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2020-12-01 00:00:00') 2021-05-20 16:40:32.573
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2018-10-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2018-11-01 00:00:00') 2021-05-20 16:40:32.507
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2012-12-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2013-01-01 00:00:00') 2021-05-20 16:40:32.500
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2013-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2013-07-01 00:00:00') 2021-05-20 16:40:32.437
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2020-12-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2021-01-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.433
• select top 1000 [$Table].[id] as [id], [$Table].[startdate] as [startdate], [$Table].[enddate] as [enddate], [$Table].[name] as [name] from [dbo].[emp] as [$Table] 2021-05-20 16:40:32.340
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2015-05-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2015-06-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.250
• select max([rows].[enddate]) as [enddate] from ( select [_].[enddate] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2019-10-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2019-11-01 00:00:00') ) as [rows] 2021-05-20 16:40:32.210
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2015-06-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2015-07-01 00:00:00') 2021-05-20 16:40:31.537
• select top 1000 [_].[id], [_].[startdate], [_].[enddate], [_].[name] from [dbo].[emp] as [_] where [_].[startdate] >= convert(datetime2, '2020-12-01 00:00:00') and [_].[startdate] <= convert(datetime2, '2021-01-01 00:00:00') 2021-05-20 16:40:31.463