Mostrando las entradas con la etiqueta HANA. Mostrar todas las entradas
Mostrando las entradas con la etiqueta HANA. Mostrar todas las entradas

lunes, 20 de agosto de 2018

Composite Models: Live data (from SAP HANA) and load data from Excel in one single model using Power BI

Hi,

On July 2018, Microsoft announced the availability of "Storage Mode" (still in Preview mode, not ready for Production) in Power BI, giving you the chance to decide for each table if the table will be:

- Import
- Direct Query (Live)
- Dual

This is a great option, especially, if you think that for some models:

a) You do not want to Import (copy) the whole dataset to your model because it is is too big or will add latency.

b) You need to combine Direct query (Live) data with other data (before July 2018 this was not possible, when you were using a direct query, there was no possibility to add load data)

A possible scenario could be; you have your actuals coming from a HANA System (BW, S/4, etc.) which usually are millions of records, you do not want to load this to Power BI. (Point a) ). For the actuals, you use a live (direct query) connection to HANA, but for your projections, you get the data from Excel. (Load Mode).

The schema will look:


1) Trough the direct query (live) connection you are getting the Actuals and Plan. The table is called "Hana_Live" and the storage mode is "Direct Query" as can be seen here:

2) From the Excel file, we loaded the projections. The table is called "Projection_Excel" and the storage mode is "Import".



3) And the last step is to combine this two tables to be able to create the report, because of the model we need to make a union; and yes it's possible to make a union with Import and direct query tables, with the standard expression: UnionCombined = union(HANA_LIve,Proyection_Excel)


Another way of showing this is:


As you can see this is a great new feature that enables a lot of new modeling options, hopefully, this becomes generally available soon.

Any experiences with this?

I also found interesting that here:
https://docs.microsoft.com/en-us/power-bi/desktop-storage-mode
It says that:
The following multidimensional sources cannot be used with composite models:
  • SAP HANA
  • SAP Business Warehouse
  • SQL Server Analysis Services
  • Power BI datasets
but enabling the option treat HANA as the relational source allows the possibility of using HANA in composite models.

lunes, 14 de noviembre de 2016

Finally! SAP BW A Dynamic Star Schema!

For years, we (BW guys) have used the classical BW schema:

  • Multiple layers, and data is moved from layer to layer
  • If you need something new (add a field, etc.), usually you have to touch all layers, and most probably do a reload

This model has worked for years, and was very robust and performant. But it always lacked:

  • Flexibility and adaptability
  • Support of modern federated DWH architecture
Finally with BW 7.5 this has changed, now we have the: SAP BW Dynamic Star Schema - Separating Star Schema Modeling from Fact-Table Modeling

This is the new proposal from SAP, which give us: Flexibility and adaptability and Support of modern federated DWH architecture.

SAP has published this document which I strongly recommend you to check:


I recommend you to focus your attention on page 7 and onwards.

Enjoy Snowflaking!






Finally! SAP BW A Dynamic Star Schema!

For years, we (BW guys) have used the classical BW schema:

  • Multiple layers, and data is moved from layer to layer
  • If you need something new (add a field, etc.), usually you have to touch all layers, and most probably do a reload

This model has worked for years, and was very robust and performant. But it always lacked:

  • Flexibility and adaptability
  • Support of modern federated DWH architecture
Finally with BW 7.5 this has changed, now we have the: SAP BW Dynamic Star Schema - Separating Star Schema Modeling from Fact-Table Modeling

This is the new proposal from SAP, which give us: Flexibility and adaptability and Support of modern federated DWH architecture.

SAP has published this document which I strongly recommend you to check:

http://sapassets.edgesuite.net/sapcom/docs/2016/03/445ef806-647c-0010-82c7-eda71af511fa.pdf

I recommend you to focus your attention on page 7 an onwards.

Enjoy Snowflaking!






viernes, 3 de octubre de 2014

Watch out SAP HANA! IBM BLU is here; now with support for DSOs PSAs, and Characteristics!




Update 22-Nov-2014: The post was removed from SDN by the moderators.

Update 7-Oct-2014: Follow the discussion on SDN:
Watch out SAP HANA! IBM BLU is here; now with support for DSOs PSAs, and Characteristics!


On December 2013, IBM and SAP announced that you can use IBM BLU acceleration for SAP BW Infocubes. This was trough the following SAP note:  1889656 - DB6: Mandatory SAP NW BW corrections for BLU Acceleration dated 04.12.2013.

On September 2014 they announced that you can use IBM BLU with SAP BW: Characteristics (Master Data), DSOs and PSAs thanks to the DB2 Cancún release. This was announced via SAP note: 1997314 - DB6: Enablement of BLU Acceleration for PSA, DSOs, and Characteristics InfoObjects date 29.09.2014.

I know that SAP HANA and IBM BLU are not directly comparable, but they share some interesting things like in-memory and columnar storage.

I´ve experimented with BLU for SAP BW only for Infocubes and you can notice the difference straight away.

You can find advantages and disadvantages in both approaches (HANA and BLU). In these times were economy is not on its best, I think IBM BLU is a really interesting option, specially since you can go live gradually, meaning one cube at the time and maybe using the same hardware or just upgrading it a little.

What are your thoughts?


Interested in BLU ? Reading this material from IBM is a great start: http://www.redbooks.ibm.com/redbooks/pdfs/sg248212.pdf (chapter 6)