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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
Begin your streaming journey with straightforward URL parameters, or dive directly into the Streaming API documentation to discover how to transmit events using JSON format. Accessing data from your Initial State account is equally straightforward; all that's required is your private access key and a simple HTTPS GET request. Explore our user-friendly examples and comprehensive API documentation for guidance. With no restrictions on the number of devices, data streams, or dashboards, you can unleash your creativity and build remarkable data projects. Whether you want to keep your data private or share it with a broader audience, the Initial State streaming REST API makes it simple to learn and implement. A range of open-sourced SDKs for languages like Python and NodeJS are readily available for your convenience. You can also follow several detailed tutorials designed to help you create practical, real-time streaming projects effortlessly. Additionally, our codeless data integrations enable you to acquire data from APIs with just a few clicks, eliminating the need for coding or setting up a single-board computer to obtain the information you desire. This streamlined approach empowers users to focus on their projects without getting bogged down by technical complexities.
API Access
Has API
Yes
API Access
Has API
No
Integrations
Amazon S3
Yes
Apache Arrow
Yes
Apache Avro
Yes
Apache Parquet
Yes
Azure Blob Storage
Yes
C
Yes
Google Cloud Storage
Yes
Google Sheets
Yes
JSON
Yes
Microsoft Excel
Yes
Integrations
Amazon S3
No
Apache Arrow
No
Apache Avro
No
Apache Parquet
No
Azure Blob Storage
No
C
No
Google Cloud Storage
No
Google Sheets
No
JSON
No
Microsoft Excel
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Apache Software Foundation
Founded
2019
Country
United States
Website
datafusion.apache.org
Vendor Details
Company Name
Initial State
Founded
2012
Country
United States
Website
www.initialstate.com/streaming/
Product Features
Database
Backup and Recovery
No
Creation / Development
No
Data Migration
No
Data Replication
No
Data Search
No
Data Security
No
Database Conversion
No
Mobile Access
No
Monitoring
No
NOSQL
No
Performance Analysis
No
Queries
No
Relational Interface
No
Virtualization
No
Product Features
IoT Analytics
Activity Dashboard
No
Activity Tracking
No
Analytics
No
Asset Tracking
No
Data Collection
No
Data Synchronization
No
Data Visualization
No
ETL
No
Multiple Data Sources
No
Performance Analysis
No
Real-Time Analytics
No
Real-Time Data
No
Real-Time Monitoring
No
Status Tracking
No
