Apache DataFusion Description

Apache DataFusion is a versatile and efficient query engine crafted in Rust, leveraging Apache Arrow for its in-memory data representation. It caters to developers engaged in creating data-focused systems, including databases, data frames, machine learning models, and real-time streaming applications. With its SQL and DataFrame APIs, DataFusion features a vectorized, multi-threaded execution engine that processes data streams efficiently and supports various partitioned data sources. It is compatible with several native formats such as CSV, Parquet, JSON, and Avro, and facilitates smooth integration with popular object storage solutions like AWS S3, Azure Blob Storage, and Google Cloud Storage. The architecture includes a robust query planner and an advanced optimizer that boasts capabilities such as expression coercion, simplification, and optimizations that consider distribution and sorting, along with automatic reordering of joins. Furthermore, DataFusion allows for extensive customization, enabling developers to incorporate user-defined scalar, aggregate, and window functions along with custom data sources and query languages, making it a powerful tool for diverse data processing needs. This adaptability ensures that developers can tailor the engine to fit their unique use cases effectively.

Pricing

Pricing Starts At:
Free
Free Version:
Yes

Integrations

API:
Yes, Apache DataFusion has an API

Reviews

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Company Details

Company:
Apache Software Foundation
Year Founded:
2019
Headquarters:
United States
Website:
datafusion.apache.org

Media

Apache DataFusion Screenshot 1
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Product Details

Platforms
Web-Based
Types of Training
Training Docs
In Person
Customer Support
Business Hours
Online Support

Apache DataFusion Features and Options

Database Software

Backup and Recovery
Creation / Development
Data Migration
Data Replication
Data Search
Data Security
Database Conversion
Mobile Access
Monitoring
NOSQL
Performance Analysis
Queries
Relational Interface
Virtualization

Apache DataFusion User Reviews

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