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What is Delta Lake?

Delta Lake acts as an open-source storage solution that integrates ACID transactions within Apache Sparkâ„¢ and enhances operations in big data environments. In conventional data lakes, various pipelines function concurrently to read and write data, often requiring data engineers to invest considerable time and effort into preserving data integrity due to the lack of transactional support. With the implementation of ACID transactions, Delta Lake significantly improves data lakes, providing a high level of consistency thanks to its serializability feature, which represents the highest standard of isolation. For more detailed exploration, you can refer to Diving into Delta Lake: Unpacking the Transaction Log. In the big data landscape, even metadata can become quite large, and Delta Lake treats metadata with the same importance as the data itself, leveraging Spark's distributed processing capabilities for effective management. As a result, Delta Lake can handle enormous tables that scale to petabytes, containing billions of partitions and files with ease. Moreover, Delta Lake's provision for data snapshots empowers developers to access and restore previous versions of data, making audits, rollbacks, or experimental replication straightforward, while simultaneously ensuring data reliability and consistency throughout the system. This comprehensive approach not only streamlines data management but also enhances operational efficiency in data-intensive applications.

What is Apache DevLake?

Apache DevLake, currently in its incubation phase, integrates, assesses, and visualizes a variety of data from numerous DevOps tools to derive insights that foster engineering excellence. In the software development landscape, data is frequently dispersed across different platforms and silos. DevLake effectively bridges these divides, providing a comprehensive view of your Software Development Life Cycle (SDLC). The platform effortlessly implements metrics ranging from DORA to scrum retrospectives, featuring preconfigured dashboards that align with popular frameworks and objectives. It is designed to support teams of varying sizes and structures, while also allowing for the incorporation of additional data sources, metrics, and dashboards through its flexible data collection and transformation framework. Users can easily choose, adjust, and schedule data synchronization from preferred sources using the intuitive configuration interface. By exploring pre-built dashboards tailored for diverse use cases, you can harness metrics to improve your engineering processes effectively. Furthermore, you have the ability to create custom metrics and dashboards using SQL, broadening the potential applications of DevLake. This adaptability guarantees that DevLake can grow alongside the evolving needs of your team and the dynamic demands of the software development industry, making it an essential tool for continuous improvement. Embracing such a versatile platform can significantly enhance collaboration and efficiency within your development workflows.

Media

Media

Integrations Supported

Amundsen
Apache Spark
Blue Planet
Booz Allen MDR
Daft
DataHub
Docker
GitLab
Gitee
IBM Databand
MySQL
Okera
SQL
SonarQube Server
StarTree
Tecton
Temporal
Timbr.ai
lakeFS

Integrations Supported

Amundsen
Apache Spark
Blue Planet
Booz Allen MDR
Daft
DataHub
Docker
GitLab
Gitee
IBM Databand
MySQL
Okera
SQL
SonarQube Server
StarTree
Tecton
Temporal
Timbr.ai
lakeFS

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Delta Lake

Date Founded

2019

Company Location

United States

Company Website

delta.io

Company Facts

Organization Name

Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

devlake.apache.org

Categories and Features

Big Data

Collaboration
Data Blends
Data Cleansing
Data Mining
Data Visualization
Data Warehousing
High Volume Processing
No-Code Sandbox
Predictive Analytics
Templates

Categories and Features

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