Figure 1: Source: SAP
Bring together two code lines, blue bubble, InfiniteInsight (blue) and SAP Predictive Analysis will be combined into one bubble on the right as the expert and automated come together
Figure 2: Source: SAP
Latest releases become first release in 2.0 – Predictive Analytics 2.0 is the legal successor
It is not bound to the Lumira release cycle
SAP is decoupling code; it will not release on monthly cycle that Lumira
Figure 3: Source: SAP
There are 4 installation packages shown together
Desktop version automated analytics (workstation from InfiniteInsight and expert from Predictive)
Client drives server component (data manager, automated algorithms, scoring, social recommendations)
Expert Analytics only available in desktop installer
Predictive Analysis is on workstation side; there is no server component for Predictive Analysis
Figure 4: Source: SAP
Figure 4 shows the installer scenarios
Please note you need to uninstall old PA to install PA 2.0 as the unified installer will overwrite the libraries
Lumira will need to be uninstalled
Going forward the products will co-exist; for the desktop this includes workstation, client, server, factor
Figure 5: Source: SAP
Figure 5 shows the unified Launchpad
The automated analytics comes from InfiniteInsight
For classic Predictive Analysis go to Expert Analytics
Figure 6: Source: SAP
Please note that the 30 day trial for Predictive Analytics 2.0 is not available yet; it is coming soon.
Figure 6 shows the keycodes; SAP will work with you on this; SAP has unified the license keys
Figure 7: Source: SAP
Where there were empty segments is now taken care of but preserve model integrity
On the bottom of Figure 7 they have smoothed out the curves without the breaks and segmentation
Figure 8: Source: SAP
Figure 8 shows Hadoop and Spark support; the SIMBA driver is used
Date support is shown in Figure 8; limitations are due to Spark
Figure 9: Source: SAP
Figure 9 covers if you are on the HANA “side of the fence” and what is new with the automated predictive library
The libraries from KXEN are exposed to HANA as APL – more to come
They will create, train, and apply models in HANA
Applications can invoke these
This is giving HANA the flexibility to use
Figure 10: Source: SAP
“Everybody loves BW”
SAP Predictive can do this in the offline mode
It can use the BEx queries as shown in Figure 10
Figure 11: Source: SAP
Figure 11 shows what is new in the PAL components
You can write your own custom PAL components
Similar to the way you could create your own custom R component
R library is the open source library for free
The PAL was created by HANA team to invoke similar R algorithms but you can call it in memory; you get a huge execution
You can prepare your own custom PAL algorithm using the SAP Predictive Analytics 2.0
Question and Answer
Q: Will the Lumira rooms such as Compose/Share be removed from the “Expert Analytics” portion of the product? It seems that the 2 products are meant to be more separate than before since the SAP PA will not be on the Lumira dev schedule
A: No; as analysts, need to share; step 1 unify code bases – unify code line, deploy/share execute – move to UI5 interface coming.
Q: can you elaborate on the ease of use for marketing etc. business users without much background knowledge?
A: In automated modeler, so you don’t have to choose algorithm. Business Analyst/marketing doesn’t have to know model details
Q: Users of Lumira server/cloud will not be able to use SAP PA 2, so that is why I am wondering if the compose/share part will be removed. Lumira must be on same level as cloud and server.
A: You can publish to both – same code line; in terms of Predictive having a server – not available today, using KXEN.
Q: You referenced a blog. Can I have the link?
Q: Lumira and SAP PA will be at different versions so SAP PA will not be at the same version level as server or cloud.
A: Yes – this is true, so you need to be aware of the notes/release restrictions
Q: If all the processing all within HANA, is there a way to prevent too much resources being used on HANA?
A: HANA Studio has ways of identifying resources required; Predictive is passing back an algorithm
Q: do we provide help to interpret the automated modeler results and suggest next steps etc. for te hbusiness user(again :-)…I think that is most powerful feature of PA 2.0 allowing business/marketing folks to utilize predictive etc.
A: In automated mode, send the output – demoing now
Q: Can’t find the Trail Version of 2.0 on SAP Store
A: That is coming soon – not available yet
Q: The product (SAP PA and SAP Lumira are only supported at the latest version. If the Lumira Cloud is at version 1.23, then the desktop version needs to be at 1.23 There is where my issue with SAP PA not being on the same maint schedule comes from.
A: True – decoupling from Lumira, on a slower release cycle; that does not mean they are decoupling from the capability. Will start to OEM the solution so you are not disadvantaged.
I asked for a sneak preview of what is coming to ASUG Annual Conference/SAPPHIRENOW in May. SAP Predictive Analytics 2.2, something with the HANA Cloud Platform and some “undercover items”
If you are an ASUG member you can watch the recording and demo at https://www.asug.com/discussions/docs/DOC-40642