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OpenMetadata

OpenMetadata

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от open-metadata

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Платформа для управления метаданными и каталогизации данных организации.

Описание

<br /><br /> <p align="center"> <a href="https://open-metadata.org"> <img alt="Logo" src="https://github.com/open-metadata/OpenMetadata/assets/40225091/e794ced8-7220-4393-8efc-3faf93bfb503" width="49%"> </a> </p> <p align="center"><b>Empower your Data Journey with OpenMetadata</b></p> <div align="center"> ![Commit Activity](https://img.shields.io/github/commit-activity/m/open-metadata/OpenMetadata?style=for-the-badge) [![Release](https://img.shields.io/github/release/open-metadata/OpenMetadata/all.svg?style=for-the-badge)](https://github.com/open-metadata/OpenMetadata/releases) </div> ## What is OpenMetadata? [OpenMetadata](https://open-metadata.org/) is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column-level lineage, and seamless team collaboration. It is one of the fastest-growing open-source projects with a vibrant community and adoption by a diverse set of companies in a variety of industry verticals. Based on Open Metadata Standards and APIs, supporting connectors to a wide range of data services, OpenMetadata enables end-to-end metadata management, giving you the freedom to unlock the value of your data assets. <div align="center"> <img src="https://github.com/open-metadata/OpenMetadata/assets/40225091/ebfb4ec5-f0a2-4d58-8ce5-a082b5cf0f76" width=800> </div> <br /> Contents: - [Features](#key-features-of-openmetadata) - [Try our Sandbox](#try-our-sandbox) - [Install & Run](#install-and-run-openmetadata) - [Roadmap](https://docs.open-metadata.org/latest/roadmap) - [Documentation and Support](#documentation-and-support) - [Contributors](#contributors) OpenMetadata Consists of Four Main Components: - **Metadata Schemas**: These are the core definitions and vocabulary for metadata based on common abstractions and types. They also allow for custom extensions and properties to suit different use cases and domains. - **Metadata Store**: This is the central repository for storing and managing the metadata graph, which connects data assets, users, and tool-generated metadata in a unified way. - **Metadata APIs**: These are the interfaces for producing and consuming metadata, built on top of the metadata schemas. They enable seamless integration of user interfaces and tools, systems, and services with the metadata store. - **Ingestion Framework**: This is a pluggable framework for ingesting metadata from various sources and tools to the metadata store. It supports about 84+ connectors for data warehouses, databases, dashboard services, messaging services, pipeline services, and more. ## Key Features of OpenMetadata **Data Discovery**: Find and explore all your data assets in a single place using various strategies, such as keyword search, data associations, and advanced queries. You can search across tables, topics, dashboards, pipelines, and services. ![12](https://github.com/open-metadata/OpenMetadata/assets/40225091/0dbd2746-c93d-4a47-8d3e-ceb3ae01436f) <br><br><br> **Data Collaboration**: Communicate, converse, and cooperate with other users and teams on data assets. You can get event notifications, send alerts, add announcements, create tasks, and use conversation threads. ![11](https://github.com/open-metadata/OpenMetadata/assets/40225091/7df29e12-8a29-44b7-9466-42474823783f) <br><br><br> **Data Quality and Profiler**: Measure and monitor the quality with **no-code** to build trust in your data. You can define and run data quality tests, group them into test suites, and view the results in an interactive dashboard. With powerful collaboration, make data quality a shared responsibility in your organization. ![8](https://github.com/open-metadata/OpenMetadata/assets/40225091/6b330827-cc2d-4d06-abf0-a4d42ce532ba) <br><br><br> **Data Governance**: Enforce data policies and standards across your organization. You can define data domains and data products, assign owners and stakeholders, and classify data assets using tags and terms. Use powerful automation features to auto-classify your data. ![10](https://github.com/open-metadata/OpenMetadata/assets/40225091/f7384a71-6b58-44ad-983f-e302718ee3f1) <br><br><br> **Data Insights and KPIs**: Use reports and platform analytics to understand how your organization's data is doing. Data Insights provides a single-pane view of all the key metrics to reflect the state of your data best. Define the Key Performance Indicators (KPIs) and set goals within OpenMetadata to work towards better documentation, ownership, and tiering. Alerts can be set against the KPIs to be received on a specified schedule. ![9](https://github.com/open-metadata/OpenMetadata/assets/40225091/61fc2f65-2436-4fc9-9434-c27ee9b25183) <br><br><br> **Data Lineage**: Track and visualize the origin and transformation of your data assets end-to-end. You can view column-level lineage, filter queries, and edit lineage manually using a no-code editor. **Data Documentation**: Do

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