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What is Stategraph?

Stategraph functions as a specialized operational database designed for infrastructure, aiming to be the ultimate record of the resources you oversee, the changes you make, and the individuals or AI agents who enact those changes. In contrast to the conventional method of storing Terraform state as a basic JSON blob, it converts infrastructure into a comprehensive, queryable graph that accurately captures relationships, historical insights, and ownership details. This capability allows plans and applications to work exclusively on the impacted subgraph, facilitating independent changes to be made simultaneously without the need for a global workspace lock. Teams can effectively manage modifications across different states in a unified atomic transaction, utilize SQL for querying infrastructure, detect drift and unmanaged resources, assess potential impacts, and understand dependencies prior to executing changes. Additionally, compliance requirements and organizational policies are enforced based on the actual state of the infrastructure, providing complete attribution, historical context, and easily exportable proof, while financial data can be closely associated with resources, owners, changes, and interdependencies. This groundbreaking approach not only boosts operational efficiency but also fosters greater accountability in infrastructure management, ensuring that teams can work more effectively and transparently than ever before. As a result, organizations can adapt more swiftly to changes in their infrastructure landscape while maintaining a clear audit trail of their activities.

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

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

Integrations Supported

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

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version
Free Trial Offered?

Pricing Information

Free
Free Version
Free Trial Offered?

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

Stategraph

Company Location

Netherlands

Company Website

stategraph.com

Company Facts

Organization Name

Apache Software Foundation

Date Founded

2019

Company Location

United States

Company Website

datafusion.apache.org

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

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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Terraform Reviews & Ratings

Terraform

HashiCorp

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