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Tools for data cataloging, metadata management, data lineage, and governance compliance.
Data governance and metadata management are crucial for ensuring that data is accurate, consistent, and used responsibly within organizations. While Python itself is a programming language with various libraries, specific tools focused on data governance and metadata management might not always be Python libraries but can be integrated into Python environments. These tools provide functionalities for metadata management, data cataloging, data lineage tracking, and governance compliance, enabling enterprises to effectively meet their compliance requirements and maintain data quality across their data ecosystem.
Enterprise Data Governance
Scalable and extensible set of core foundational governance services for Hadoop ecosystem and enterprise data. Enables organizations to effectively meet compliance requirements with metadata management, data classification, and lineage tracking. Integrates with Python through REST APIs for governance automation.
Data Discovery & Metadata Engine
Data discovery and metadata engine for improving productivity of data analysts, scientists, and engineers when interacting with data. Provides powerful search, data previews, and column-level lineage. Integrates seamlessly with Python environments and modern data stacks for comprehensive metadata management.
Open Data Management System
Powerful data management system that makes data accessible by providing tools to streamline publishing, sharing, finding, and using data. Aimed at data publishers wanting to make their data open and available. Features data cataloging, API generation, and visualization capabilities.
Metadata Service for Data Lineage
Open-source metadata service for collection, aggregation, and visualization of data ecosystem metadata. Provides common interface to track data lineage across your entire data platform. Offers Python client for integration and supports OpenLineage standard for lineage collection.
Modern Metadata Platform
Open-source metadata platform for the modern data stack. Provides powerful and flexible metadata search, discovery, and lineage capabilities. Features real-time metadata updates, data quality monitoring, and governance workflows. Extensive Python SDK for automation and integration.
Enterprise Data Intelligence
Comprehensive enterprise data governance solution offering data cataloging, data lineage, policy management, privacy management, and compliance features. Provides AI-powered data intelligence platform for data discovery, quality, and governance. Integrates with modern data stacks and offers API access for Python integration.