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Azure Purview L300
UNIFIED DATA GOVERNANCE TO MAXIMIZE
THE BUSINESS VALUE OF DATA
Unified | Hybrid | Open
Reimagine
data governance
with Azure
Purview
Azure Purview enables unified data governance
Reimagine
data governance
in the cloud
Set the foundation
for effective
data governance
Maximize business
value of data for
data consumers
Gain insight into
data use
across the estate
On-prem & Multicloud Operational, Analytical, SaaS
Open APIs
Azure Purview Power BI
SQL Server on-prem
Azure Synapse
Azure Data Services
M365 Compliance Center
(Apache Atlas 2.0)
Search Lineage
Data Catalog
Business Glossary
Data Insights
Data use reports
Azure Purview: Unified Data Governance
Publish, Discover & Curate Data
Unified Experience
Unified Platform
“Data Map” = Data Assets | Lineage | Classifications
Automated Scanning & Classification
Azure Purview Features at Public Preview
Azure Purview Platform
Azure Purview Studio
Azure Purview Catalog (C1)
Automated Scanning & Classification
• Dedicated per customer on shared infra
• Provisioned default capacity with option to add-on capacity
Data Map
• Serverless, pay per use
• Includes connectors, scanning of sources, processing into data assets, lineage capture, classification
• Search, browse, asset details
• Automated meta-data and lineage extraction
• Automated classification based on content inspection
• Private Endpoint
• Management center
On-prem & Multi-cloud* Operational, Analytical, SaaS*
Azure Purview Data Insights (D1)
* Power BI, SQL Sever on-prem, Azure Data Services including Synapse, Cosmos DB & Storage, Non-Microsoft systems including SAP ECC, SAP S4 HANA & Teradata, Multi-cloud systems including AWS S3
• Business Glossary templates
• Lineage visualization & workflows
Azure Purview Catalog included with Platform (C0)
• Catalog Insights (Asset, Scan, Glossary)
• Sensitive Information Types & Labeling insights
Data Producers &
Consumers
Data Officers &
Security Officers Power BI
SQL Server on-prem
Azure Synapse
Azure Data Services
M365 Compliance Center
Open APIs
(Apache Atlas 2.0)
Azure Purview
Studio
(UnifiedExperience)
Purview Studio
A single, centralized place that provides unified experience for data producers, data consumers, data & security officers
Quick actions, recently accessed
items, owned items, search bar
and documentations.
Create collections, register data
sources and set up scans.
Manage glossary terms, search
glossary terms, manage term
templates and custom attributes,
Import and export terms using
.CSV.
Get Insights on your data.
Metadata management - classifications,
resource sets, data sources, Integration run time,
Alerts, Security, data factories and data share
connections.
Purview Studio
Purview Studio divided into Activity hubs.
These organize the tasks needed for managing data governance activities
Switch
Accounts
Feedback
Notifications
Updates
Purview Studio
Ease of access to get updates, to switch accounts, to get notifications and to provide feedback
Purview Studio
Home Page
Home Page
Starting point for the activities with key links to tasks, artifacts and documentation based on user role
Catalog metrics
Search bar to
browse and search
data assets
Home page tiles for
key activities
Links for Overview,
getting started and
purview
documentation
Recently accessed
entities and list of
entities owned by
logged-on data user.
Home page key activities based on assigned user roles and selected purview tiers (C0, C1 & D1)
The home page quick access buttons (tiles) depend on the role assigned to the user.
•For data curator, the buttonsare Knowledge Center, Browse Assets, Manage Glossary and View Insights.
•For data reader, the featured buttons are Knowledge Center, Browse Assets, View Glossary, and View Insights.
•For data source administrator+ data curator, the featured buttonsare Knowledge Center, Register Data Sources, Browse Assets, and Manage Glossary.
•For data source administrator + data reader, the featured buttons are Knowledge Center, Register Data Sources, Browse Assets, and View Glossary.
•For data source administrator, no access to Purview Studio.
*Note: Only Owners and User Access Administrators can assign roles for Purview Studio in Azure portal.
Home Page Activities
Purview Platform
Sources
(AutomatedScanning,Classification, OpenAPIsto populatetheDataMap)
Sources
Map your data to manage an enriched metadata map of operational and transactional data no matter where it lives
Benefits
• Automated scanning of on-prem,
multicloud, SaaS data
• Discover Azure data sources, PowerBI,
SQL better. Leverage turnkey
integrations with Power BI, SQL (on-
prem, azure, MI) and key Azure Data
Services such as Azure Synapse, Cosmos
DB, ADLS.
• Manage metadata and scale
understanding of data with automated,
fully managed, serverless metadata
management capability
• Leverage Apache Atlas Open APIs to
programmatically publish metadata and
lineage from a wide range open-source
data systems
Sources
Automated scanning & classification of on-prem, multicloud and SaaS data
Sources
Automated scanning & classification of on-prem, multicloud and SaaS data
Scan Sources
Set up scans to enrich business value of data with technical, business and semantic metadata
Scan Sources
Scope your scan to select the entire storage account or few containers, files
Scan Sources
Select files types for scanning. Define custom file types
Custom File Type
Scan Sources
100+ built in classifiers, define your own custom classifiers
100 + out of box
classifiers
Custom Classifiers
Scan Sources
Run the scan one-time or on a schedule
Purview Catalog
Browse & Search
(Effortless discovery of trusted& accuratedata)
Browse & Search
Discover your data based on relevance using signals derived from scanning, classification, business context
Benefits
• Empower business and technical data
analysts via a catalog to find and
interpret data
• Provide intelligent recommendations
based on data relationships, business
context, search history
• Power data scientists and engineers with
business context to drive BI, Analytics, AI
and ML initiatives
Browse & Search
Search results by relevance
Benefits
• Return relevant results without writing
complex queries or applying advanced
filters
• Semantic search by understanding the
context of every single word in search
query and the intent (searching for one
asset or exploration) of the user
• Support for spell check, keyword
suggestions, query expansion
(synonyms, semantics) and content
expansion (matching the keyword with
things like glossary, classification and
asset name)
Browse & Search
Filter search results by business terms, classifications, contacts
Asset Overview
Discover operational, semantic and business information about a specific dataset
Semantic
Metadata
Operational
Metadata
Business
Metadata
Asset Schema
Discover technical, semantic and business information about a specific dataset
Asset Lineage
Trace lineage of data assets across the data estate
Benefits
• Ensure data provenance with a visual
representation of owners, sources,
transformation, and lifecycle
• Leverage support of Apache Atlas’s
open-source Lineage APIs and built-in
integrations with solutions such as
Azure Data Factory, Azure Data Share
and Power BI
• Analyze impact of changes to data and
understand dependencies visually.
• Root cause analysis of failures by
inspecting dependencies upstream and
determine downstream impact
Asset Contacts
Identify experts and owners of the data asset
Asset Related
Browse assets by hierarchy. Works for unstructured, semi-structured and unstructured data
Structured Data
Browse Hierarchy
Unstructured Data
Browse Hierarchy
Purview Catalog
Business Glossary
(Search& Browseyour dataestatefroma businesslens)
Business Glossary
Consistent and curated understanding of business terms and definitions
Benefits
• Understand business context associated
with data in the organization
• Bulk Import glossary terms from existing
data dictionaries easily
• Flexible business terms definition with
custom attributes per business domain
• Browse & Search your data estate from
a business lens
Business Glossary
Vocabulary for business users attached to assets in the catalog
Business Glossary
Understand business context associated with data in the organization
Business Glossary
Bulk import business terms from existing dictionaries
Business Glossary
Flexible business terms definition per business domain
Purview Insights
Data Insights
(Bird’seyeviewofyour DataEstate)
Data Insights
Bird’s eye view of data landscape
Benefits
• Intended to help users such as Chief
Data Officers quickly understand their
data estate at large and gain key
insights such as where sensitive data
resides
• Asset Insights to see where all data
resides across a range of data sources.
Scan Insights to track successful, failed,
cancelled scans over a period. Glossary
insights to understand changes made to
business terms and how much coverage
glossary has over your data map
• Sensitive data Insights to simplify
compliance risk assessment across
operational and transactional data
sources. Assess risk and derive audit
trails of data qualified by sensitivity and
business relevance
Asset Insights
Understand distribution of data assets across a range of data sources & environments
Scan Insights
Number of successful, failed and cancelled scans over time
GlossaryInsights
Understand changes made to business terms and assess how much coverage glossary has over the data map
Classifications Insights
Understand what sensitive data exists across the data estate from various lens
Sensitivity Labels Insights
Understand what sensitivity labels have been applied across the data estate
File Extensions Insights
Recently scanned files based on their extensions
Purview Studio
Management Center
Management Center
Provides ability to manage account information, scan rulesets, custom classifiers, integration runtimes & external connections
Management Center
Management Center table of contents based on user roles
• For data curator, the buttons are Account information, Classification, Classification Rules, Metrics, Access control, Data factories and Data share
connections.
• For data reader, the featured buttons are Account information, Classification, Classification Rules, Metrics, Access control, Data factories and Data
share connections.
• For data source administrator + data curator/reader, the featured buttons are Account information, Scan rule sets, Classification, Classification Rules,
Integration run time, Metrics, Access control, Credentials, Data Sources, Data factories and Data share connections
• For data source administrator, no access to Purview Studio.
Management Center – Account Information
See Purview Account information and set a friendly name for Purview account
Management Center – Integration runtimes
Integration runtimes are the compute infrastructure used by scanners to provide automated data scanning,
lineage and classification capabilities across different network environments including on-prem environments
Benefits
• Offers Self-Hosted Integration Runtime
• Self-Hosted Integration Runtime– use
compute resources in on-premises
machine or a VM inside private network
Management Center – Custom Classification rules
Define your own data pattern along with thresholds to reduce false positives
Purview Integrations: Public Preview
Synapse + Purview: Better Together
Register
Register Synapse workspaces with
Purview
Browse & Search
Search datasets in Synapse
workspaces from linked Purview
catalog
Enhanced metadata,
lineage and annotation
View enhanced metadata, lineage
from Purview for Synapse tables and
add annotations
Register Synapse Workspaces
Purview
Power BI + Purview: Better Together
Discover
Discover Power BI assets (tenant,
workspace level) in Purview Catalog
Browse & Search
Find Power BI assets (dashboards,
reports, datasets etc.) in Purview
catalog
Enhanced metadata,
lineage, sensitivity
labels & endorsements
View enhanced metadata, lineage,
sensitivity labels, endorsement labels
in Purview for Power BI assets
Microsoft 365 + Purview: Better Together
Scenario
Consistent classification and Labels across M365, Azure, SQL Svr, Power BI
Information worker exports data
from Power BI & saves to Excel with
same sensitivity label
M365 -> Azure -> PBI -> M365
Discover Purview from M365
Compliance Center & get started with
classifiers and labels
Classification & Labels applied across
breadth of Data Estate by Purview
Auto labelling
Labels automatically cascade via lineage
Extend labelling to assets in Azure
Purview
Azure Purview L300: Unified Data Governance
Azure Purview L300: Unified Data Governance

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Azure Purview L300: Unified Data Governance

  • 1. Azure Purview L300 UNIFIED DATA GOVERNANCE TO MAXIMIZE THE BUSINESS VALUE OF DATA
  • 2. Unified | Hybrid | Open Reimagine data governance with Azure Purview
  • 3. Azure Purview enables unified data governance Reimagine data governance in the cloud Set the foundation for effective data governance Maximize business value of data for data consumers Gain insight into data use across the estate
  • 4. On-prem & Multicloud Operational, Analytical, SaaS Open APIs Azure Purview Power BI SQL Server on-prem Azure Synapse Azure Data Services M365 Compliance Center (Apache Atlas 2.0) Search Lineage Data Catalog Business Glossary Data Insights Data use reports Azure Purview: Unified Data Governance Publish, Discover & Curate Data Unified Experience Unified Platform “Data Map” = Data Assets | Lineage | Classifications Automated Scanning & Classification
  • 5. Azure Purview Features at Public Preview Azure Purview Platform Azure Purview Studio Azure Purview Catalog (C1) Automated Scanning & Classification • Dedicated per customer on shared infra • Provisioned default capacity with option to add-on capacity Data Map • Serverless, pay per use • Includes connectors, scanning of sources, processing into data assets, lineage capture, classification • Search, browse, asset details • Automated meta-data and lineage extraction • Automated classification based on content inspection • Private Endpoint • Management center On-prem & Multi-cloud* Operational, Analytical, SaaS* Azure Purview Data Insights (D1) * Power BI, SQL Sever on-prem, Azure Data Services including Synapse, Cosmos DB & Storage, Non-Microsoft systems including SAP ECC, SAP S4 HANA & Teradata, Multi-cloud systems including AWS S3 • Business Glossary templates • Lineage visualization & workflows Azure Purview Catalog included with Platform (C0) • Catalog Insights (Asset, Scan, Glossary) • Sensitive Information Types & Labeling insights Data Producers & Consumers Data Officers & Security Officers Power BI SQL Server on-prem Azure Synapse Azure Data Services M365 Compliance Center Open APIs (Apache Atlas 2.0)
  • 7. Purview Studio A single, centralized place that provides unified experience for data producers, data consumers, data & security officers
  • 8. Quick actions, recently accessed items, owned items, search bar and documentations. Create collections, register data sources and set up scans. Manage glossary terms, search glossary terms, manage term templates and custom attributes, Import and export terms using .CSV. Get Insights on your data. Metadata management - classifications, resource sets, data sources, Integration run time, Alerts, Security, data factories and data share connections. Purview Studio Purview Studio divided into Activity hubs. These organize the tasks needed for managing data governance activities
  • 9. Switch Accounts Feedback Notifications Updates Purview Studio Ease of access to get updates, to switch accounts, to get notifications and to provide feedback
  • 11. Home Page Starting point for the activities with key links to tasks, artifacts and documentation based on user role Catalog metrics Search bar to browse and search data assets Home page tiles for key activities Links for Overview, getting started and purview documentation Recently accessed entities and list of entities owned by logged-on data user.
  • 12. Home page key activities based on assigned user roles and selected purview tiers (C0, C1 & D1) The home page quick access buttons (tiles) depend on the role assigned to the user. •For data curator, the buttonsare Knowledge Center, Browse Assets, Manage Glossary and View Insights. •For data reader, the featured buttons are Knowledge Center, Browse Assets, View Glossary, and View Insights. •For data source administrator+ data curator, the featured buttonsare Knowledge Center, Register Data Sources, Browse Assets, and Manage Glossary. •For data source administrator + data reader, the featured buttons are Knowledge Center, Register Data Sources, Browse Assets, and View Glossary. •For data source administrator, no access to Purview Studio. *Note: Only Owners and User Access Administrators can assign roles for Purview Studio in Azure portal. Home Page Activities
  • 14. Sources Map your data to manage an enriched metadata map of operational and transactional data no matter where it lives Benefits • Automated scanning of on-prem, multicloud, SaaS data • Discover Azure data sources, PowerBI, SQL better. Leverage turnkey integrations with Power BI, SQL (on- prem, azure, MI) and key Azure Data Services such as Azure Synapse, Cosmos DB, ADLS. • Manage metadata and scale understanding of data with automated, fully managed, serverless metadata management capability • Leverage Apache Atlas Open APIs to programmatically publish metadata and lineage from a wide range open-source data systems
  • 15. Sources Automated scanning & classification of on-prem, multicloud and SaaS data
  • 16. Sources Automated scanning & classification of on-prem, multicloud and SaaS data
  • 17. Scan Sources Set up scans to enrich business value of data with technical, business and semantic metadata
  • 18. Scan Sources Scope your scan to select the entire storage account or few containers, files
  • 19. Scan Sources Select files types for scanning. Define custom file types Custom File Type
  • 20. Scan Sources 100+ built in classifiers, define your own custom classifiers 100 + out of box classifiers Custom Classifiers
  • 21. Scan Sources Run the scan one-time or on a schedule
  • 22. Purview Catalog Browse & Search (Effortless discovery of trusted& accuratedata)
  • 23. Browse & Search Discover your data based on relevance using signals derived from scanning, classification, business context Benefits • Empower business and technical data analysts via a catalog to find and interpret data • Provide intelligent recommendations based on data relationships, business context, search history • Power data scientists and engineers with business context to drive BI, Analytics, AI and ML initiatives
  • 24. Browse & Search Search results by relevance Benefits • Return relevant results without writing complex queries or applying advanced filters • Semantic search by understanding the context of every single word in search query and the intent (searching for one asset or exploration) of the user • Support for spell check, keyword suggestions, query expansion (synonyms, semantics) and content expansion (matching the keyword with things like glossary, classification and asset name)
  • 25. Browse & Search Filter search results by business terms, classifications, contacts
  • 26. Asset Overview Discover operational, semantic and business information about a specific dataset Semantic Metadata Operational Metadata Business Metadata
  • 27. Asset Schema Discover technical, semantic and business information about a specific dataset
  • 28. Asset Lineage Trace lineage of data assets across the data estate Benefits • Ensure data provenance with a visual representation of owners, sources, transformation, and lifecycle • Leverage support of Apache Atlas’s open-source Lineage APIs and built-in integrations with solutions such as Azure Data Factory, Azure Data Share and Power BI • Analyze impact of changes to data and understand dependencies visually. • Root cause analysis of failures by inspecting dependencies upstream and determine downstream impact
  • 29. Asset Contacts Identify experts and owners of the data asset
  • 30. Asset Related Browse assets by hierarchy. Works for unstructured, semi-structured and unstructured data Structured Data Browse Hierarchy Unstructured Data Browse Hierarchy
  • 31. Purview Catalog Business Glossary (Search& Browseyour dataestatefroma businesslens)
  • 32. Business Glossary Consistent and curated understanding of business terms and definitions Benefits • Understand business context associated with data in the organization • Bulk Import glossary terms from existing data dictionaries easily • Flexible business terms definition with custom attributes per business domain • Browse & Search your data estate from a business lens
  • 33. Business Glossary Vocabulary for business users attached to assets in the catalog
  • 34. Business Glossary Understand business context associated with data in the organization
  • 35. Business Glossary Bulk import business terms from existing dictionaries
  • 36. Business Glossary Flexible business terms definition per business domain
  • 38. Data Insights Bird’s eye view of data landscape Benefits • Intended to help users such as Chief Data Officers quickly understand their data estate at large and gain key insights such as where sensitive data resides • Asset Insights to see where all data resides across a range of data sources. Scan Insights to track successful, failed, cancelled scans over a period. Glossary insights to understand changes made to business terms and how much coverage glossary has over your data map • Sensitive data Insights to simplify compliance risk assessment across operational and transactional data sources. Assess risk and derive audit trails of data qualified by sensitivity and business relevance
  • 39. Asset Insights Understand distribution of data assets across a range of data sources & environments
  • 40. Scan Insights Number of successful, failed and cancelled scans over time
  • 41. GlossaryInsights Understand changes made to business terms and assess how much coverage glossary has over the data map
  • 42. Classifications Insights Understand what sensitive data exists across the data estate from various lens
  • 43. Sensitivity Labels Insights Understand what sensitivity labels have been applied across the data estate
  • 44. File Extensions Insights Recently scanned files based on their extensions
  • 46. Management Center Provides ability to manage account information, scan rulesets, custom classifiers, integration runtimes & external connections
  • 47. Management Center Management Center table of contents based on user roles • For data curator, the buttons are Account information, Classification, Classification Rules, Metrics, Access control, Data factories and Data share connections. • For data reader, the featured buttons are Account information, Classification, Classification Rules, Metrics, Access control, Data factories and Data share connections. • For data source administrator + data curator/reader, the featured buttons are Account information, Scan rule sets, Classification, Classification Rules, Integration run time, Metrics, Access control, Credentials, Data Sources, Data factories and Data share connections • For data source administrator, no access to Purview Studio.
  • 48. Management Center – Account Information See Purview Account information and set a friendly name for Purview account
  • 49. Management Center – Integration runtimes Integration runtimes are the compute infrastructure used by scanners to provide automated data scanning, lineage and classification capabilities across different network environments including on-prem environments Benefits • Offers Self-Hosted Integration Runtime • Self-Hosted Integration Runtime– use compute resources in on-premises machine or a VM inside private network
  • 50. Management Center – Custom Classification rules Define your own data pattern along with thresholds to reduce false positives
  • 52. Synapse + Purview: Better Together Register Register Synapse workspaces with Purview Browse & Search Search datasets in Synapse workspaces from linked Purview catalog Enhanced metadata, lineage and annotation View enhanced metadata, lineage from Purview for Synapse tables and add annotations
  • 54.
  • 56. Power BI + Purview: Better Together Discover Discover Power BI assets (tenant, workspace level) in Purview Catalog Browse & Search Find Power BI assets (dashboards, reports, datasets etc.) in Purview catalog Enhanced metadata, lineage, sensitivity labels & endorsements View enhanced metadata, lineage, sensitivity labels, endorsement labels in Purview for Power BI assets
  • 57.
  • 58.
  • 59.
  • 60. Microsoft 365 + Purview: Better Together Scenario Consistent classification and Labels across M365, Azure, SQL Svr, Power BI Information worker exports data from Power BI & saves to Excel with same sensitivity label M365 -> Azure -> PBI -> M365 Discover Purview from M365 Compliance Center & get started with classifiers and labels Classification & Labels applied across breadth of Data Estate by Purview Auto labelling Labels automatically cascade via lineage Extend labelling to assets in Azure Purview