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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
Stategraph serves as an operational database tailored for infrastructure, aiming to establish itself as the definitive record for the resources you manage, the modifications you implement, and the individuals or AI agents responsible for them. Unlike the traditional method of storing Terraform state as a simple JSON blob, it transforms infrastructure into a detailed, queryable graph that accurately reflects relationships, historical data, and ownership. This allows plans and applications to operate solely on the affected subgraph, enabling independent changes to be executed concurrently without requiring a global workspace lock. Teams are empowered to coordinate alterations across various states in one cohesive atomic transaction, use SQL to query infrastructure, identify drift and unmanaged resources, analyze potential impacts, and comprehend dependencies prior to implementing changes. Furthermore, compliance measures and internal policies are executed based on the real state of the infrastructure, complete with full attribution, historical context, and exportable proof, while financial data can be directly linked to resources, owners, modifications, and interdependencies. This innovative approach enhances operational efficiency and accountability within infrastructure management.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
JSON
Yes
SQL
Yes
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
Integrations
JSON
Yes
SQL
Yes
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
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
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
Yes
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)
Yes
In Person
No
Vendor Details
Company Name
Apache Software Foundation
Founded
2019
Country
United States
Website
datafusion.apache.org
Vendor Details
Company Name
Stategraph
Country
Netherlands
Website
stategraph.com
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
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
