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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.
Description
LakeSail is an integrated, cloud-based data and AI platform aimed at revolutionizing the way organizations handle, analyze, and utilize vast amounts of data by merging all tasks into one efficient system. Central to this platform is Sail, a Rust-based distributed computation engine that acts as a straightforward substitute for Apache Spark, allowing teams to execute their existing SQL and Python workloads without needing to modify their code, all while reducing JVM overhead and enhancing overall performance. This platform consolidates batch processing, stream processing, ad-hoc queries, and AI tasks into a singular runtime, which enables data pipelines and intelligent systems to function smoothly on the same infrastructure. Additionally, it features a multimodal lakehouse architecture adept at managing both structured and unstructured data, such as PDFs, images, and videos, within a unified environment, thereby catering to contemporary AI-focused applications. By streamlining these processes, LakeSail empowers organizations to leverage their data more effectively and drive innovation in their operations.
API Access
Has API
API Access
Has API
Integrations
Python
Rust
SQL
Amazon S3
Amazon Web Services (AWS)
Apache Arrow
Apache Avro
Apache Parquet
Apache Spark
Azure Blob Storage
Integrations
Python
Rust
SQL
Amazon S3
Amazon Web Services (AWS)
Apache Arrow
Apache Avro
Apache Parquet
Apache Spark
Azure Blob Storage
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Apache Software Foundation
Founded
2019
Country
United States
Website
datafusion.apache.org
Vendor Details
Company Name
LakeSail
Founded
2023
Country
United States
Website
lakesail.com
Product Features
Database
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