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AWS Lake Formation

AWS Lake Formation is a fully managed service that makes it easy to build, secure, and manage data lakes. It simplifies and automates many of the complex manual steps usually required to create data lakes, including collecting, cleansing, cataloging, and securely sharing data, with centralized governance and fine-grained access control across your analytics and machine learning services.

1 APIs 1 Capabilities 5 Features
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APIs

AWS Lake Formation API

The AWS Lake Formation API provides programmatic access to build and manage data lakes with centralized governance. It enables developers to register data sources, configure dat...

Capabilities

AWS Lake Formation Workflow

Unified workflow capability for AWS Lake Formation combining resource management and operations.

Run with Naftiko

Features

Data Lake Setup

Set up a secure data lake in days with centralized governance and automated data ingestion.

Governed Tables

ACID transactions, row-level security, and automatic compaction for governed tables.

Fine-Grained Access Control

Column, row, and cell-level security policies enforced across analytics engines.

Blueprints

Pre-built workflows to ingest data from common data sources into the data lake.

Data Sharing

Share data across accounts and organizations with fine-grained permissions.

Use Cases

Enterprise Data Lake

Build a centralized data lake with governed access for analytics teams.

Data Mesh

Implement a data mesh architecture with cross-account data sharing and governance.

Compliance Governance

Enforce data access policies for GDPR, HIPAA, and other compliance requirements.

Integrations

Amazon S3

Store and manage data lake content in S3 with Lake Formation governance.

AWS Glue

Catalog data and run ETL jobs with Glue, governed by Lake Formation.

Amazon EMR

Process large datasets with EMR Spark, respecting Lake Formation permissions.

Amazon QuickSight

Visualize data lake content with QuickSight enforcing Lake Formation policies.

Semantic Vocabularies

Amazon Lakeformation Context

2 classes · 7 properties

JSON-LD

API Governance Rules

AWS Lake Formation API Rules

16 rules · 9 errors 7 warnings

SPECTRAL

Resources

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