Apache DataFusion

Apache DataFusion

Apache Software Foundation
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About

Apache DataFusion is an extensible, high-performance query engine written in Rust that utilizes Apache Arrow as its in-memory format. Designed for developers building data-centric systems such as databases, data frames, machine learning, and streaming applications, DataFusion offers SQL and DataFrame APIs, a vectorized, multi-threaded, streaming execution engine, and support for partitioned data sources. It natively supports formats like CSV, Parquet, JSON, and Avro, and allows for seamless integration with object stores including AWS S3, Azure Blob Storage, and Google Cloud Storage. The engine features a comprehensive query planner, a state-of-the-art optimizer with capabilities like expression coercion and simplification, projection and filter pushdown, sort and distribution-aware optimizations, and automatic join reordering. DataFusion is highly customizable, enabling the addition of user-defined scalar, aggregate, and window functions, custom data sources, query languages, etc.

About

Delta Lake is an open-source storage layer that brings ACID transactions to Apache Spark™ and big data workloads. Data lakes typically have multiple data pipelines reading and writing data concurrently, and data engineers have to go through a tedious process to ensure data integrity, due to the lack of transactions. Delta Lake brings ACID transactions to your data lakes. It provides serializability, the strongest level of isolation level. Learn more at Diving into Delta Lake: Unpacking the Transaction Log. In big data, even the metadata itself can be "big data". Delta Lake treats metadata just like data, leveraging Spark's distributed processing power to handle all its metadata. As a result, Delta Lake can handle petabyte-scale tables with billions of partitions and files at ease. Delta Lake provides snapshots of data enabling developers to access and revert to earlier versions of data for audits, rollbacks or to reproduce experiments.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Professional developers and data engineers seeking a solution for building data-centric systems

Audience

Companies looking for a storage layer software solution for big data workloads

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Apache Software Foundation
Founded: 2019
United States
datafusion.apache.org

Company Information

Delta Lake
Founded: 2019
United States
delta.io

Alternatives

Alternatives

Apache Hudi

Apache Hudi

Apache Corporation
Apache Iceberg

Apache Iceberg

Apache Software Foundation
Apache Kudu

Apache Kudu

The Apache Software Foundation
Apache Spark

Apache Spark

Apache Software Foundation
BigLake

BigLake

Google
Archon Data Store

Archon Data Store

Platform 3 Solutions

Categories

Categories

Integrations

Acryl Data
Alibaba Cloud
Apache Avro
Apache Parquet
Arroyo
Ascend
Blue Planet
Comcast Business VoiceEdge
Dell AI-Ready Data Platform
Edmunds Financial Management
Google Sheets
IBM Databand
MySQL
Onehouse
OpenMetadata
Python
Rust
Secoda
Subsalt
Talend Data Fabric

Integrations

Acryl Data
Alibaba Cloud
Apache Avro
Apache Parquet
Arroyo
Ascend
Blue Planet
Comcast Business VoiceEdge
Dell AI-Ready Data Platform
Edmunds Financial Management
Google Sheets
IBM Databand
MySQL
Onehouse
OpenMetadata
Python
Rust
Secoda
Subsalt
Talend Data Fabric
Claim Apache DataFusion and update features and information
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