SAP Data Services is uniquely suited for SAP HANA integration in the following ways: 1. The DS Workbench provides a visual environment that improves developer productivity for migrating data into HANA from various sources. 2. Metadata from HANA views and tables can be published to SAP Information Steward to perform data lineage and impact analyses. 3. Data transformations can be pushed down to leverage HANA attribute, analytical, and calculation views for faster and more efficient processes.

1. How is SAP Data Services Unique
for SAP HANA Integration?

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SAP Data Services for SAP HANA Integration – What’s
Unique?
1. DS Workbench is a visual environment enabling unparalleled developer
productivity to migrate data into HANA as a target from a variety of sources
2. Metadata Management within SAP Information Steward can publish
information from HANA views and tables to perform Data Lineage and Data
Impact Analyses
3. Ability to push down data transformations leveraging HANA attribute,
analytical, and calculation views for faster and more efficient processes
4. Faster loads with parallel data extraction, partitioned data reads and
consolidated updates

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SAP Data Services and SAP HANA
Any Source
Data Load
Metadata
Open Hub
*SAP Data Services 4.x
In-Memory
Computing Engine
Modeler
SAP HANA
BW
Repository
Server
Designer and
Management
Console
• * Data Integrator license (for ETL only) is included with most HANA
packages. A full Data Service license is required to utilize Data Quality.

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DS Workbench for unparalleled developer productivity
Design your data movement job in very simple steps
Support complex data movement with dataflow editor for transformations and cleansing
 Increase dataflow development productivity
• Automatic flat file formatting & data type discovery
• Automatic table joins and mappings
• Usable expression macros
 Improve dataflow development quality
• Design-time column-level lineage analysis
• Automatic mapping expression repair
• Automatic profiling and data analysis

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Monitor progress as job runs via DS Workbench
and view history for that job
Built-in capabilities to monitor the data loading
See load progress in real-time
Compare historic load times

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SAP Information Steward collects Metadata from HANA
 Ability to collect standard relational objects and information models in HANA:
 Attribute View, Analytic View, and Calculation View.
 Fast searching of any metadata content such as attributes and measures in HANA

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Metadata Integration from SAP HANA
Extending the number of available Objects …

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Metadata Integration from SAP HANA
… allows best data lineage
1. From the Report
2. Through the BI Platform
3. Through HANA DB and Views
4. Through the DS ETL Jobs
5. To the Source Tables

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Metadata Management within BI Launchpad, WebI
Trusted Information: Where does it come from AND how good is it?

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Just how accurate is my data? Even in HANA?
My data
has more
issues than
I thought !

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Profile operations pushed-down to HANA up to 1000x faster
Understand the content and quality of your HANA data
Lightening
fast insight
about my
HANA data
30% of
addresses
are NULL?!

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Dataflow execution is optimized for HANA targets
HANA views auto-generated, very fast execution via transformation pushdown
HANA
App
Web File
Database
End-to-end DS Modeling
Data is transferred as fast as
possible from external sources
to HANA first, any filters are
executed at the source
Rest of the transformations are
converted to HANA stored procs
using Views and SQL, and
executed completely within HANA

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Data Services supports Hadoop/Hive systems
Just as other systems or applications are supported as native source, target
Same Familiar UI paradigm for design,
development
High Performance reading from and
loading into Hadoop
Extended Optimizer HIVEQL and PIG
aware
Files
Web & Others
Hadoop
Databases
HANA, IQ, other
Target Systems
Data
Services
Data
Services
Processing pushed down
 Joins
 Sorting
 Filter and Projection
 Aggregate functions
 Executes as MapReduce job
 Unstructured Text Data Processing
(Entity Extraction)

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NOUN_GROUP
FACILITY/PATH
2012 Toyota Highlander, 1G1JF27W8GJ178227. Policy
#456-788-99. $500 deductible. Insured are William Thomas Snow
and Christine W. Snow. On 1/09/13, received via text message "In
accident! Need tow truck." and "Corner of Winter & Cross Rd". Dr.
Snow slid through a stop on the snowy road and hit the stop sign.
Significant damage to front of the car. He was unhappy at tow truck
response time. Contact wtsnow@medicalcenter.com or
651.772.1234. Advance Appraisals Inc. to come out at 8:30am
Monday to make further assessment.
Data Services integrates data from Unstructured Text
Automatically identify the entities, facts, and feelings hidden within
VEHICLE/LAND
VEHICLE/VIN
POLICY NUMBER (CUSTOM)
CURRENCY
PERSON
SENTIMENT
WEAK NEGATIVE SENTIMENT
DATE
MAJOR PROBLEM
REQUEST
URL/EMAIL
ORGANIZATION/ COMMERCIAL
TIME
DAY
PHONE
Who, What, Where, When, How much, as well as Feelings