How is sap data services unique for sap hana integration
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How is sap data services unique for sap hana integration

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How is sap data services unique for sap hana integration How is sap data services unique for sap hana integration Presentation Transcript

  • How is SAP Data Services Unique for SAP HANA Integration?
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 2 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
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 3 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.
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 4 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
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 5 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
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 6 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
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 7 Metadata Integration from SAP HANA Extending the number of available Objects …
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 8 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
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 9 Metadata Management within BI Launchpad, WebI Trusted Information: Where does it come from AND how good is it?
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 10 Just how accurate is my data? Even in HANA? My data has more issues than I thought !
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 11 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?!
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 12 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
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 13 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)
  • © 2013 SAP AG or an SAP affiliate company. All rights reserved. 14 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