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ease
features
design
support

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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

QueryWell serves as a desktop SQL and reporting workbench tailored for Oracle Fusion Cloud ERP teams engaged in finance systems, ERP reporting, and internal audit functions. It leverages the BI Publisher services supported by Fusion for executing read-only SQL, utilizing existing reports, and facilitating parameterized queries all within a singular worksheet. Users have the capability to examine results displayed in grids, charts, and profile columns, which can then be exported in various formats such as CSV, JSON, XLSX, or PDF. The platform also maintains a history of runs and SHA-256 records to assist in evidence review and file validation. With three dedicated toolkits, it offers a total of 82 scripts designed for Audit/ITGC, DBA, finance, HR, and supply-chain reporting. Additionally, an optional Data Loader feature allows for the scheduling of selected Fusion tables into a customer-managed Oracle Autonomous Database. The Studio + AI functionality can generate editable SQL through a model provider that is configurable by the user. The application, available for both Windows and macOS, securely stores credentials in the system keychain while ensuring that reporting data remains on the user's device for enhanced privacy. This comprehensive approach not only simplifies reporting tasks but also strengthens data integrity across various operational aspects.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Amazon S3 Yes 
Anthropic No 
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 
Ollama No 
OpenAI No 
OpenRouter No 
Oracle Autonomous Database No 
Oracle Fusion Cloud ERP No 
Python Yes 
Rust Yes 
SDF Yes 
SQL Yes 

Integrations

Amazon S3 No 
Anthropic Yes 
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 
Ollama Yes 
OpenAI Yes 
OpenRouter Yes 
Oracle Autonomous Database Yes 
Oracle Fusion Cloud ERP Yes 
Python No 
Rust No 
SDF No 
SQL No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

£1,200/user one-time
Studio costs £1,200 per named operator seat as a one-time perpetual licence; each seat covers up to two devices and includes 12 months of updates. Optional annual support and ongoing updates cost £240 per Studio seat. Studio + AI costs £1,800 per seat, with optional support at £360 per year. Five-seat bundles are £4,750 for Studio and £7,250 for Studio + AI. Prices exclude applicable taxes. A free 14-day evaluation is available.
Free Trial Yes 
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 No 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
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 No 
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

Elaman Group Ltd

Founded

2024

Country

United Kingdom

Website

querywell.app

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

Alternatives

Alternatives

No Alternatives
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