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What is DeltaStream?

DeltaStream serves as a comprehensive serverless streaming processing platform that works effortlessly with various streaming storage solutions. Envision it as a computational layer that enhances your streaming storage capabilities. The platform delivers both streaming databases and analytics, along with a suite of tools that facilitate the management, processing, safeguarding, and sharing of streaming data in a cohesive manner. Equipped with a SQL-based interface, DeltaStream simplifies the creation of stream processing applications, such as streaming pipelines, and harnesses the power of Apache Flink, a versatile stream processing engine. However, DeltaStream transcends being merely a query-processing layer above systems like Kafka or Kinesis; it introduces relational database principles into the realm of data streaming, incorporating features like namespacing and role-based access control. This enables users to securely access and manipulate their streaming data, irrespective of its storage location, thereby enhancing the overall data management experience. With its robust architecture, DeltaStream not only streamlines data workflows but also fosters a more secure and efficient environment for handling real-time data streams.

What is Apache DataFusion?

Apache DataFusion is a highly adaptable and capable query engine developed in Rust, which utilizes Apache Arrow for efficient in-memory data handling. It is intended for developers who are working on data-centric systems, including databases, data frames, machine learning applications, and real-time data streaming solutions. Featuring both SQL and DataFrame APIs, DataFusion offers a vectorized, multi-threaded execution engine that efficiently manages data streams while accommodating a variety of partitioned data sources. It supports numerous native file formats, including CSV, Parquet, JSON, and Avro, and integrates seamlessly with popular object storage services such as AWS S3, Azure Blob Storage, and Google Cloud Storage. The architecture is equipped with a sophisticated query planner and an advanced optimizer, which includes features like expression coercion, simplification, and distribution-aware optimizations, as well as automatic join reordering for enhanced performance. Additionally, DataFusion provides significant customization options, allowing developers to implement user-defined scalar, aggregate, and window functions, as well as integrate custom data sources and query languages, thereby enhancing its utility for a wide range of data processing scenarios. This flexibility ensures that developers can effectively adjust the engine to meet their specific requirements and optimize their data workflows.

Media

Media

Integrations Supported

Amazon S3
Apache Arrow
Apache Avro
Apache Flink
Apache Kafka
Apache Parquet
Azure Blob Storage
C
Google Cloud Storage
Google Sheets
JSON
Microsoft Excel
Python
Redpanda
Rust
SDF
SQL

Integrations Supported

Amazon S3
Apache Arrow
Apache Avro
Apache Flink
Apache Kafka
Apache Parquet
Azure Blob Storage
C
Google Cloud Storage
Google Sheets
JSON
Microsoft Excel
Python
Redpanda
Rust
SDF
SQL

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

DeltaStream

Date Founded

2020

Company Location

United States

Company Website

www.deltastream.io

Company Facts

Organization Name

Apache Software Foundation

Date Founded

2019

Company Location

United States

Company Website

datafusion.apache.org

Categories and Features

Streaming Analytics

Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards

Categories and 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

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Popular Alternatives

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