Microsoft Azure Data Catalog

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Presentation transcript:

Microsoft Azure Data Catalog Introducing Microsoft Azure Data Catalog Bryan Cafferky Microsoft Technology Solutions Professional Microsoft Azure Data Catalog https://github.com/bcafferky/shared/tree/master/AzureDataCatalog https://github.com/bcafferky/shared

Recognize Any of These Challenges? Users spend more time looking for data, than they do analyzing it Data is sitting in multiple sources, but no insight into which data sits where Many different data ecosystems across the enterprise, but no way to share data artifacts across them Need data consumption in multiple different tools, but no common way of enabling discovery and access to data sources across them Users are busy re-producing data assets that already exist No way of tracking usage of our BI and Analytics assets

What is Azure Data Catalog? An enterprise-wide directory in Azure that enables self- service discovery of data from any source An enterprise-wide catalog in Azure that enables self-service discovery of data from any source A metadata repository that allow users to register, enrich, understand, discover, and consume data sources

Consumer Publisher What Can I Do With It? IT Admin Discover Govern Register Data Sources Browse - Search Apply Policies - Control Catalog Access Enrich Understand Analyze Categorize – Annotate Get context – Identify Intent Extend

Demo https://azure.microsoft.com/en-us/services/data-catalog/

Azure Data Catalog Glossary – Paid Edition Only Hospital Facility Location Entity Standardizing Business Terms

Data Catalog Free Edition Enroll any number of users in your organization and get started using the free edition Enjoy a full end-to-end experience of using the Azure Data Catalog service Allow any user to register, enrich, understand, discover, and consume data from sources registered with the Data Catalog  The Free Edition is an open system, where any asset registered is visible to every authenticated user $

Data Catalog Paid Edition Scale the Enterprise with Increased Data Governance using Paid Edition Allow users to take ownership of registered assets for greater control Enable asset-level authorization restricting visibility and ability to annotate registered assets to a limited number of users as needed Glossary Support The Paid Edition is a governed system, providing central control and IT oversight $ Paid Edition Capabilities include: Taking ownership of an asset Asset-level authorization Business Glossary

API REST based API using JSON payload Allows Registration, Update, and Delete of assets Allows Create, Update, Delete of annotations Allows Rich search syntax Full-text search and exact match cross asset or scoped to a property Samples: https://azure.microsoft.com/documentation/articles/data-catalog-samples/

Azure Data Catalog Process https://docs.microsoft.com/en-us/azure/data-catalog/data-catalog-how-to-register

Home Page Primary action is discovery of datasets with ‘Search’ front and center Quick jump-offs to recent datasets, pinned assets as well as saved search queries Quick analytics showing catalog- level usage

Saved Searches Define search criteria Save and name for later reuse Add search terms Add tags and other filters Save and name for later reuse Mark one saved search as default Running saved search always returns current results Select from Home page Select from Discover page https://azure.microsoft.com/en-us/documentation/articles/data-catalog-how-to-save-pin/

Pinned Assets Pin frequently-used assets and containers to your home page Pin and unpin data assets from Discover page View, use, and manage pinned data assets from Home page https://azure.microsoft.com/en-us/documentation/articles/data-catalog-how-to-save-pin/

Data Sources Supported for automatic metadata extraction

Supported Data Sources Supported via manual entry Additional Data Sources supported via manual entry PostgreSQL OData SharePoint HTTP File System DB3

Annotations – Technical Metadata Automatically extracted from data sources during registration Manually entered in Data Catalog portal Data source location – information needed to connect Object names and types Attribute names and types Data types and related details

Annotations – Business Metadata Supplement automatically extracted metadata with business knowledge Manually entered in Data Catalog portal Friendly name Descriptions Tags Experts Object-level and attribute-level information

Data Profiling Data profile statistics for supported data sources SQL Server, including Azure SQL DB and SQL DW Oracle Teradata Hive Selected during data source registration Object-level profile Size Row count Attribute-level profile Min, max, average, and standard deviation Null count and distinct value count

Asset Documentation Rich text documentation for data assets and containers Entered via Data Catalog portal Complements descriptions, tags, and other descriptive metadata

Request Access Unblock users who discover data assets Integrate in with existing tools and processes Include instructions inline with connection info Link to individuals or teams who manage data source access Link to existing process documentation Link to self-service identity management tools like Forefront Identity Manager

Contextual Asset Consumption Users can open selected data assets in supported client applications Data asset properties include complete connection information for use in any client application Pre-built connection strings are available for data developers

The End https://docs.microsoft.com/en-us/azure/data-catalog/data-catalog-get-started