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Author's profile photo Thorsten Watzke

ABAP CDS-Views and SAP Analytics Cloud (SAC) via Live Connection

I would like to share my experiences with CDS-Views as a data source for Models in SAP Analytics Cloud, because I didn’t find much information about this in the forums. In use we already had the SAP HANA Calculation Views, so I’ll compare them here and there.

About the technical environment: I work with the SAP Analytics Cloud (SAC) version 2020.1.1 with direct access to a SAP NetWeaver Business Warehouse SAP (NetWeaver BW) 7.50 Support Package 16. The connection is established via the Live Data Connection.

The use case is the following:

Data from SAP Real Estate Management (SAP RE) for buildings and contracts is extracted from several SAP S/4HANA systems (also using CDS views for extraction) into the SAP NetWeaver Business Warehouse (SAP NetWeaver BW) and consolidated there. The data is stored in 2 tables, one for the buildings and one for the contracts. The data is updated daily. A virtual data model based on CDS views has been created based on these two tables.

Here is the simplified data model:

Pic1 – Data Model


The virtual data model is designed as follows (also in simplified form):

Pic2 – Virtual Data Model (CDS-Model)


Set the ‘API state’ to ‘Released’

To be able to use the Consumption View in the SAP Analytics Cloud (SAC), the following setting is necessary, see also the following note:

2595552 – Cannot access Core Data Services (CDS) View from SAP S/4HANA in SAP Analytics Cloud (SAC)

Pic3 – Release CDS-View via Public API


Test CDS Virtual Data Model in Source System

The data model of the CDS view can be tested in the system (works in a SAP S/4HANA and in a SAP NetWeaver Business Warehouse) using transaction RSRT:


Pic4 – Test CDS-Model in RSRT (1)


Pic5 – Test CDS-Model in RSRT (2)


Pic6 – Test CDS-Model in RSRT (3)


Create SAP Analytics Cloud Model based on Live Connection

Once all these prerequisites have been met, the model can be created in the SAP Analytics Cloud based on the CDS view:

Pic7 – Create Model in SAP Analytics Cloud


Pic8 – Create Model in SAP Analytics Cloud, data from datasource


Pic9 – Create Model in SAP Analytics Cloud (Live Data Connection)


Pic10 – Define CDS-Model as Datasource


All dimensions and key figures of the virtual data model are now transferred into the SAP Analytics Cloud Model:

Pic11 – Key figures in SAP Analytics Cloud-Model


Pic12 – Dimensions in SAP Analytics Cloud-Model


The story can now be built on the basis of the model created and all defined dimensions and key figures can be used.

Pic13 – Key figures in SAP Analytics Cloud-Model


Pic14 – Example CDS-based Story in SAP Analytics Cloud


Additional Key Figures with Formulas cannot be created in CDS-based Models

Different from the Calculation View based model, not much can be added to a CDS based model. If you use a Calculation View, you can create your own key figures in the model and calculate them using a formula. This is not possible in the CDS model.

Pic15 – Formula in a Calculcation View based Model


Aggregations and exception aggregations can also be defined in the CalcView model:

Pic16 – exception aggregation in a Calculcation View based Model


This is also not possible in the CDS model, these functions must be defined in the CDS-view:

Pic17 – exception Aggregation in a CDS-View


Change field descriptions only in CDS-View

Be careful when changing the field names in the model. The field names in the CDS model are generated automatically, a back reference to the field in the CDS view can be difficult. You should always use the annotation @EndUserText.label to assign field names to the model:

Pic 18 – Field Description in CDS-based-Model


Pic19 – Field description in CDS-View


Always add new key figures at the end in CDS-View

You also have to be careful when defining new key figures in the CDS View. The field names of the key figures are assigned according to the sequence in the view. When new key figures are inserted, the field names of the existing subsequent key figures change in the model. This can lead to a shift in already created stories based on the model, since the field names and not the descriptions are decisive in the story:

Here is an example. The view contains the following sequence of key figures:

Pic20 – Key figures in CDS-View (1)


1 – ELTUIDCMP1: Area Total Base
2 – ELTUIDCMP2: Area Main Base

These first two fields are found in the model as ELTUIDCMP1 AND ELTUIDCMP2, that is, the sequence as defined in the CDS view.

Pic21 – Key Figures in Model


When a new key figure is inserted, the other fields all move to the rear. If these fields are already used in a story, the field assignment automatically changes and you don’t see the field that you inserted at this point.

New key figure at position 2 in CDS view -> area_total2

Pic22 – Insert new Key Figure in CDS-View


This causes all subsequent key figures to shift, but the use in the story is not automatically corrected.

New sequence after inserting a key figure:

1 – ELTUIDCMP1: Area Total Base
2 – ELTUIDCMP2: Area Total Base 2
3 – ELTUIDCMP3: Area Main Base

Pic23 – Shifting of the key figures by inserting new key figures


Therefore, new key figures should always be added at the end of the key figures in order not to influence the sequence in the model or in the story.

Not able to create a Location Dimension in SAP Analytics Cloud Model

What is also currently not possible in the CDS-Model is to define a location dimension that can be created in a Calculation View based model to represent the data in a map. In the CalcView model this currently looks like this:

Pic25 – Create Location Dimension in CalcView based Model


Pic26 – Create Location Data in CalcView-based Model (HANA Spatial Functions)


Using CDS-Input Parameter in SAP Analytics Cloud

Input parameters of the CDS view can be used in the story. But also here it has to be considered that no additions / extensions can be made in the model.

Pic27 – CDS Input Parameter in Model


The corresponding menu option cannot be used in model maintenance. However, the input parameter can be used in the story. When the story is started, the corresponding input parameter must be specified and can be changed at any time by using a story filter.

Pic28 – Input Parameter in Story

Pic29 – Define Input Parameter as a variable (Story Filter / Prompt)


In summary, the following can be said about the use of CDS views as a basis for models in comparison to the Calculation Views in the SAP Analytics Cloud:

  • Different from the CalcViews, no separate users and authorizations in SAP HANA required.
  • Simplified transport management by using Change and Transport System (BC-CTS)
  • Easy integration of existing roles and profiles via access controls to cover authorization requirements.
  • Please note: No enhancements possible in the CDS-based model in SAP Analytics Cloud
  • All calculations, restricted key figures, formulas, and so on, are performed in the
    CDS view. This improves performance in the SAP Analytics Cloud.
  • Creating a location dimension in the CDS model is currently not possible.
  • The integration of hierarchies is easier to implement with the Calculation Views.
  • CDS-View has (in addition to the SAP Analytics Cloud) further application possibilities. You can also use the CDS based Virtual Data Model with ABAP List Viewer (ALV), with SAP Analysis for Microsoft Office, with SAP Lumira, for SAP FIORI, in ABAP-Reports etc….

Finally, I would say that the use of CDS-based virtual data models is a good way to process data from a SAP S/4HANA or a SAP NetWeaver Business Warehouse via the Live Connection in a SAP Analytics Cloud. If you can work with the current constraints (e.g. no extensions in the model), it is a good alternative to the Calculation Views.

But of course, there is the possibility to combine CDS and CalcView based models in one story. In my case this worked well, e.g. the Spatial Function of the SAP HANA can be integrated by using a Calculation View in a separate model.

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      Author's profile photo Koen Hesters
      Koen Hesters


      thanks for this nice blog on a verry interesting topic.  We are struggling to find a best approach to prepare data to be consumed by SAC.  Would you prefer CDS-views over BEx queries, like per example in flow: CDS view - open ODS - Composite provider - BEX query)

      What would be the trigger to do it all via CDS views ?



      Author's profile photo Thorsten Watzke
      Thorsten Watzke
      Blog Post Author

      Hi Koen,

      thank you for your comment.

      I think it depends on your environment which source you use. In our case, the data is not used in BW, only in SAC. Since we have already made the extraction from the S/4HANA systems via CDS (CDS based Data Source in the BW) we need only one resource that can handle the whole process. This shortens the decision-making process and adaptations are available faster. And the access via Live Connection works well, so this was the obvious choice.

      Another reason was that the CDS views can also be made available relatively quickly in FIORI and can also be used directly in AfO (for future requirements).

      Best regards


      Author's profile photo Vineet Gupta
      Vineet Gupta

      Nice blog! Very informational. Are ABAP CDS views encouraged in BW? Sounds like they are supported. Other than resource availability, would a BW team take the extracted tables and build Open ODS views and do all the modelling in BW, or would it be better to use ABAP CDS views.

      As far as AfO (Analysis for Office) is concerned, it can use BEx queries equally well. Right?

      Author's profile photo Thorsten Watzke
      Thorsten Watzke
      Blog Post Author

      Hi Vineet,

      thank you for your comment! Yes, you can use ABAP CDS in a BW.

      Whether you should do this depends on your architecture and guidelines in BW, of course. We only need the BW to consolidate the data from the previous systems (S/4HANA). We then added the virtual data model using CDS in the BW.

      This is also very useful for direct access from SAP SAC to an S/4HANA system, where you can use the delivered CDS-content:

      CDS Content

      Best regards


      Author's profile photo Narasimha Murthy Varahagiri
      Narasimha Murthy Varahagiri

      Dear Thorsten,

      We are using SAC and S/4 HANA Cloud for live reporting . Do you recommend your blog as the best practice in our case.

      Also we are using and SAC - Planning, does the approach same for Planning models as well ?. appreciate your valuable inputs.



      Author's profile photo Thorsten Watzke
      Thorsten Watzke
      Blog Post Author

      Hi Murthy,

      I don't know your scenario in detail, but it sounds like a good way to access the S/4HANA directly from the SAC, provided the technical requirements are met.

      Regarding the planning, I'm not a specialist in that area. We use the planning functions of the SAC to periodically run a survey for workload figures, which works quite well. Here you have to check if the currently given functions in SAC are sufficient for your requirements and how the data is then used and processed.

      best regards


      Author's profile photo Freeter Xie
      Freeter Xie

      Hi Thorsten,

      Great blog! It is very informative!

      As I know the BW live connection will lead to an "Analytic" model, so the planning function will be unavailable in this case.

      Best regards,



      Author's profile photo Thorsten Watzke
      Thorsten Watzke
      Blog Post Author

      Hi Freeter,

      thank you for your comment.

      Yes, that is true, the live connection doesn't support the planning functions. For planning you have to use the Import to model....

      Best regards


      Author's profile photo Miquel Fornieles Moreno
      Miquel Fornieles Moreno

      Hello Thorsten,

      Your blog is great. Congratulations. I am interested on CDS Views + SAC + import data connection. Do you have any information about it?

      Thanks in advance.


      Author's profile photo S S
      S S

      Hello Thorsten,

      I am exploring options to consume S4HANA CDS views in SAC. I see that the connection type used above is BW to connect S4HANA to SAC,  What is the difference between using Connection Type = S4HANA and Connection Type = BW to consume CDS views in SAC.

      Also, is it required to add Annotation @ODATA.publish = True  and activate ODATA Service in order to consume CDS Views in SAC?



      Author's profile photo Ned Falk
      Ned Falk

      @thorsten.watzke   thanks!

      After 22 yrs at SAP mostly teaching analytics. I can see that old age is a terrible thing!  Better than the alternative, but still bad...  I realize I did not know as much as I need to for the real world!  I should not have taken the buy pushed me into the real world.

      That said,   it seems like the for a company with 99% of the data from s4 with no bw..   a live data connection to SAC is best.  I was un aware that Calc views allow formulas in s4 and CDs do not.. and there are other issues with CDs Vs Calc. They are a small shop and have not used native hana yet,  so I assume even though there are limits..  go with CDS.  The company  did not robustly implement S4 in the area of hierarchies.  ( I do not think they are using PROD, Cust, or FSV hierarchies.. or any  hierarchies in S4

      Can you help/point to  the the best way to handle the simple GM% using CDS.  Will  It seems like SAP has a lot of decent content but they are all based on using Fin State Versions.. with Semantic tags, which is not implemented.  they basically want to do GM% calculations using different MOnths, plants, part#s   like COPA  feeding a dashboard to SAC with the %for each plant on one page.  with the options to filter by part number, month... and then see the details each combination.

      plant order partnumb cost sales month
      1___ 1 ____ x ______10__15___1

      1___ 2_____ x______ 5 __ 10__1

      2 ___3_____ x______ 10__ 20__1

      2 ___4_____ y_______ 8__ 12 __1

      GM % Plant 1 = (30-15)/ 30* 100= 50%

      GM % Plant 2 = 43%


      Author's profile photo venugopal v
      venugopal v

      Hi thorsten,

      I was given a requirement of Geographical Analysis using "Geomap" in SAC based on live connection using CDS. Is it possible to create a datamodel in CDS which supports location dimensions?