afsug ds v2
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SAP Data Services
Louis de Gouveia
Hashtag: #AnalyticsSIG
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OverviewBusiness Intelligence
Enterprise Performance
Management
StrategyManagement
BusinessPlanning
Profitability andCost Management
Consolidation
SpendAnalytics
DataIntegration
Data QualityManagement
Master DataManagement
MetadataManagement
Business Objects Enterprise
Information Management
Governance, Risk,
and Compliance
RiskManagement
AccessControl
ProcessControl
Global TradeServices
Environment,Health and Safety
Business Objects BI
Information Discovery
and Delivery
ReportingQuery, Reporting,
and Analysis
Dashboards andVisualization
Search andNavigation
AdvancedAnalytics
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Solution OverviewData Services
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Enterprise Wide Data AccessData Services
Oracle
DB2
Sybase & IQ SQL Server
Informix
Teradata
ODBC
MySQL
Netezza
HP Neoview
HANA
JD Edwards
Oracle Apps
PeopleSoft Siebel
Salesforce.com
SAP NetWeaverBW
SAP R/3
ABAP BAPI
Idoc
Extractors*
Text delimited
Text fixed width
EBCDIC XML
Cobol
Excel
HTTP
JMS
SOAP(Web Services)
HADOOP
ADABAS
ISAM
VSAM Enscribe
IMS/DB
RMS
Both direct andchange data
Any text file type
6 languages
Extended to 31
languages
Databases Applications Files/Transport Mainframe(with partner)
Unstructured Data
4.1
4.1
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Design-Time Data ViewerData Services
During design-time see a preview of what the transformed data will look like Works for incomplete dataflow (e.g. no target table yet)
No need to run the job, instantly shows you what the transformed data will look like
Based on real source data
Works for all transforms
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Enterprise Wide Data AccessData Services
Provides a powerful and natural way to transform from one hierarchical data structure
(source) to a different hierarchical data structure (target)
Allows users to easily nest and unnest hierarchical data structures
Iteration Rules for repeatable object construction
Target columns can be used in where clause, order by, group by, DISTINCT and aggregate
functions
4.1
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Text Data ProcessingData Services
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Native Text Data Processing on the Data Services platform
with the Entity Extraction transform to extract :
Predefined entities (like company, person, firm, city, country, )
Sentiment Analysis (e.g. Strong positive, Weak positive,
Neutral, Weak Negative, Strong Negative)
Custom entities (customized via dictionaries)
Languages supported (version 4.0)
English, German, French
Spanish, Japanese, Simplified Chinese
Expanded to 31 languages in 4.1
Adding support for binary documents
Expanded support for Twitter content (handles, topics etc.)
Text Data ProcessingData Services
4.1
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Global Address CleanseData Services
4.1
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Extracting Data From SAP ERP/CRM with ABAPData Services
Key features:
Metadata browsing
Support all SAP table types (including
cluster, pool and Z-tables)
Support for hierarchies
Design ABAP datadlows in a graphical UI
no coding required Generate & Execute (for Development)
or Execute Pre-loaded auto-generated
ABAP programs
Support for all SAP ERP versions (from R/3
3.1i through ECC 6)
Data streaming for ABAP data flows to read data from ABAP tables (no staging in files
anymore)
Enhanced function modules: now in their own name space /BODS/ instead of custom Z
namespace + additional authorization objects for more granular security.
4.1
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Hadoop/Hive SupportData Services
Same familiar UI paradigm for design,
development
High Performance reading and loading into
Hadoop
Extended Optimizer HiveQL and PIG aware
Several Push downs as MapReduce
Joins Sorting
Filter and Projection Aggregate functions Text Data Processing (Entity
Extraction)
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SAPs Strategic Data Integration Platform
Data Services
Only Data Integration Solution Certified to Work with HANA
Support for stored procedures
HANA as Data Services repository
High speed updates through pushdowns
Bulk updates
Used as core Data Integration Platform in many key solutions across SAP
Foundation for Information Steward
Key component of FIM CRM, ERP, MDG Data Quality Firewall
BI onDemand
HANA
4.1
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BW ExtractorsData Services
Use extractors in a data flow like a
regular source
Browse & import extractors in an
SAP applications datastore
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Data Services WorkbenchData Services
First release for a new, Eclipse-based user interface for Data Services
HANA (8 selected tables)
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Data QualityData Services
CONTINUOUS
MONITORINGMEASURE
ANALYZE
PARSE
STANDARDIZE
CORRECT
ENHANCE
MATCH
CONSOL-
IDATE
Data Assessment
Enhance
Data Cleansing
Match &Consolidate
Continuous Monitoring Data Cleansing: automatically correct
your data based on reference data and
data cleansing rules
Address cleansing
Data Cleansing
Data Enhancement: enhance the data
with additional attributes.
E.g. geocoding : adding latitude
and longitude information
Match and Consolidate: finding
duplicates and merging records into
one consolidated record
Data Quality Management on the Data Services platform includes :
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Data QualityData Services
Data Input Standardized Output
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Data Migration OverviewData Services
Legacy
DataEnvironment
XML
Applications
Databases
Flat Files/Excel
Loading
Extract &
Profile
SAP
Target
Environment
Data Staging and Test
Environment
Staging Area
Data Services Platform
Cleanse
Name Parsing
Address Parsing
& CorrectionMaterial/ProductParsing
Matching
SAP
Configuration
Extraction
Reconciliation
PerformanceAnalysis
Dashboards andBusiness Reporting
Files
IDocs
Pre-Built loadroutines for SAP
Objects
Validate& Load
BusinessValidation Rules
Automatic SAPConfigValidation
Transform
Transform
Data into SAP
structure
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Data Services
DEMO
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Thank You