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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
Connect your database to Statsbot, and within minutes, you'll have data relationships generated automatically, along with your initial insights. Capable of handling terabytes of raw data from numerous sources, Statsbot eliminates the need for prior data optimization or transformation. You can easily define your transformations using SQL and Javascript, avoiding the necessity of learning specialized languages or dealing with complicated interfaces. While data storage is affordable, executing queries can be costly; Statsbot addresses this issue by implementing a pre-aggregations layer that enhances query efficiency. Specifically designed to function with raw data in contemporary data warehouses, Statsbot not only performs real-time queries and transformations but also runs background processes to pre-aggregate intensive calculations. This transformation layer ensures that even complex reports are generated at remarkable speeds, making the overall data analysis experience seamless and efficient. Consequently, Statsbot significantly reduces the time and resources needed to derive insights from large datasets.
API Access
Has API
API Access
Has API
Integrations
Amazon S3
Apache Arrow
Apache Avro
Azure Blob Storage
C
Google Analytics
Google Cloud Storage
Google Sheets
JSON
Lyftrondata
Integrations
Amazon S3
Apache Arrow
Apache Avro
Azure Blob Storage
C
Google Analytics
Google Cloud Storage
Google Sheets
JSON
Lyftrondata
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$39 per month
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
Statsbot
Founded
2016
Country
United States
Website
statsbot.co
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
Product Features
Business Intelligence
Ad Hoc Reports
Benchmarking
Budgeting & Forecasting
Dashboard
Data Analysis
Key Performance Indicators
Natural Language Generation (NLG)
Performance Metrics
Predictive Analytics
Profitability Analysis
Strategic Planning
Trend / Problem Indicators
Visual Analytics