Unleashing the value of metadata with Talend
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Transcript of Unleashing the value of metadata with Talend
Page 1©2016 Talend
Unleashing the value of Metadata with Talend
Page 2
The Mandate for Metadata Management
2 Auditability
Accessibility
Agility IT needs to move faster and innovate more than ever
More regulations and need for accountability need a map to track and trace the data journey
Strong governance as a prerequisite to engage a wider audience of business users with self service
Page 3
e.g. in Banking: Risk and Finance data aggregation and reporting (Basel III BCBS 239)
The need for governance and data lineage
Impact of Risk Data & Technology Programs
21Bof annualbenefits
Typical budget For Platforms
125MInvestment
>2%reduction
Reduced capitaland operations costs
Source: Mc Kinsey & Company: Capturing value of BCBS 239 and beyond
Page 4
Why Now ?
“The metadata management tool market will double in size in 2017, driven by the
information of everything, proliferation of data from the Internet of Things (IoT), big data
and data lake forces, and requirements for organizations to know what data they have, as
information is recognized as an asset with an attached financial value.”
Page 5
The five pillars for managing Metadata with Talend
Talend
Studio
Talend
Metadata
Bridge
Talend Big Data
With Cloudera
Navigator
Talend Data Preparation
Talend Metadata Manager
Metadata-driven, with zero coding
Single point of control for Metadata
Dependency checks and propagation
Design once, propagate across any tools
Apply change and enforce standards
Accelerate migrations
Data Lineage with depth on Hadoop
Track, classify, and locate data & data flows
Data Governance on Hadoop
Data inventory for self-service access
Auto-discovery with smart guidance
Facet based search
Risk and compliance with data transparency
Increase agility across the data landscape
Turn data into a business language
(*) Apache Atlas integration planned in Talend 6.3
Page 6
Metadata-Driven Studio
Transformation path from source to target
Transformation lineage from target back to source
Not just files & tables
- Fined-grained metadata to the attribute- Automatically propagate changes
Export & share
https://help.talend.com/display/TalendDataFabricStudioUserGuide61EN/V.+Metadata+Management
Page 7
Talend Metadata Bridge
• Available from Talend 5.6.2
• Over 100 connectors to import/export metadata from virtually any data-driven tools and platforms
• Capabilities• Imports/Exports from design and
modeling environments• Integrates with Databases, Big Data and
development platforms• Reduces update & conversion costs
and accelerates ETL offloading projects• Facilitates IT and Lines of Business
collaboration for data flows specification
Page 8
Hadoop needs Metadata Management
Lots of dataLots of Data Types
Lots of LanguagesLots of Frameworks
One data,many replicas, many models
Page 9
+
Hadoop meets Data Governance with Cloudera and Talend
The first and only Cloudera Navigator integration that includes Spark Data Lineage
Page 10
A visual approach for data flow design, fully integrated with Cloudera Navigator
Depth, breadth and reach for Hadoop Data Governance
End-to-end data traceability, including upstream before the data reaches Hadoop
Business users empowerment with metadata through business glossaries and data catalogs
Deep control over your Hadoop flows
Extend beyond Hadoop
Reach new audience with Big Data
Page 11
Reclaim scattered files from users’ hard drives
Single point of inventory and access for self service data
Trace source, ownership, actions
Improve accessibility, Auto-discover, recommend
Data Inventory (from Talend Data Preparation 1.2)
Govern
Collaborate
Control
Guide
Page 12
Talend Metadata Manager
• Available from Talend 6.1 (Dec, 2015)
• Allows to harvest, govern, and share metadata across data platforms (BI, Big Data, modelling tools, ETL, etc.)
• Provides : • Business Glossary
• Shared definition and collaboration around data definition and policies
• Enterprise Data Governance & Auditing• Data Flow Lineage and impact analysis, across
systems and tools
• Ensures Data Compliance• through model versioning, comparisons and
reporting
Page 13
Talend Metadata Manager – Integrated Solutions
IT and corporate servicesLines of Business
Metadata Management
Solutions
Data Governance
Solutions
Any Enterprise Architecturefrom the Data Lake
to the Data Warehouse
Solutions to both business and technical users
With any vendors/tools
Page 14
Talend Metadata Manager – The Big Picture
For today’s evolving
Enterprise Architectures
integrating
the Data Warehouse
Sem
an
tic L
ineag
e
Data FlowLineage Impact Analysis
Data
Warehousing
Data
Integration
Business
Intelligence
Data Governance
Data Standardization
Enterprise Architecture
Business Glossary
Semantic Mapping
Conceptual & Logical Models
Design Patterns & Reusable Components
Data Stores
& MDM
Bu
sin
ess A
pp
lica
tions
Bu
sin
ess R
ep
ort
s
and
the Data Lake
both
Page 15
Talend Metadata Manager – Metadata Harvestinghttp://www.metaintegration.com/Products/MIMB/SupportedTools.html
Page 16
Talend Metadata Manager – Enterprise Architecture
Page 17
Talend Metadata Manager – Metadata Browsing
Page 18
Talend Metadata Manager – Lineage & Impact Analysis
Page 19
Talend Metadata Manager – Data Model Diagrams
Page 20
Talend Metadata Manager – Data Governance
ISO 11179 standard based Business Glossary
Custom Attributes
Glossary Bootstrap from the existing enterprise data model in ERwin, and more
Bulk Change and Edit allowing for quick tabular editing and bulk changes to search results
Semantic Mappings
Governance Workflow provides a very flexible (customizable) workflow
Page 21
Talend Metadata Manager –
Business Intelligence Tools
BI Report Documenter
Managed Business Intelligence: Live integration with BI Applications
Talend MM application as a powerful multi-vendor BI Web Portal
BI Report Documenter allowing users to
get live definitions from any objects on reports,
add them in place if missing,
trace data lineage from any object in reports,
find other related reports (even in other BI tools),
produce live report specific glossaries (e.g. Tableau worksheet)
Report Documenter
Business Glossary
Reuse
Terms
Create
Terms
Page 22
Talend Metadata Manager –
Data Modeling Tools
Business Intelligence Tools
Metadata Authoring Apps:Data Modeler / Documenter
Data Modeler
Business Glossary
Data Stores
Active DataGovernance
DataStandardization
Automatic Live Updates of
any data store schema change
Reuse
Terms
Create
Terms
Forward Engineering to:
- to self service BI like Tableau
- or traditional BI Design Tools
SAP BusinessObjects UNV/IDT
IBM Cognos FM
Page 23
MetadataHarvesting
Talend Metadata Manager –
Talend DI StudioTalend MM Data Mapper
Data MappingSpecifications
Metadata Authoring Apps:Data Mapper
Data Mapping Requirements Data Flow Implementation
Active DataGovernance
Data Flow Lineage& Impact Analysis
MetadataComparision
Requirement
Compliance
DI/ETL/ELT Tool
Generation
Data MappingDesign
Page 24©2016 Talend
Unleashing the value of Metadata with Talend