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What is GribStream?

GribStream is a sophisticated API that provides efficient access to historical weather forecasts, enabling users to quickly retrieve both past and present weather data from sources like the National Blend of Models (NBM) and the Global Forecast System (GFS). Designed for meteorologists, researchers, and organizations, it facilitates the extraction of extensive datasets—amounting to tens of thousands of data points—every hour in just a few seconds via a single HTTP request. The platform features an intuitive API, supported by open-source clients and extensive documentation, which guarantees easy integration for its users. With capabilities to support various output formats, including CSV, Parquet, JSON lines, and an array of image types like PNG, JPG, and TIFF, it offers versatile data management options. Users can effortlessly specify their locations with latitude and longitude coordinates while also setting particular time frames for the data they wish to obtain. Moreover, GribStream is committed to ongoing development, actively working on the incorporation of additional datasets, broadening supported result formats, enhancing data aggregation techniques, and creating notification systems to better accommodate user needs. This dedication to continuous enhancement ensures that GribStream remains an indispensable resource for weather data analysis and informed decision-making, allowing users to stay ahead in an ever-changing environment.

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

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

Integrations Supported

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

API Availability

Has API

API Availability

Has API

Pricing Information

$9.90 per month
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

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

GribStream

Company Location

United States

Company Website

gribstream.com

Company Facts

Organization Name

Apache Software Foundation

Date Founded

2019

Company Location

United States

Company Website

datafusion.apache.org

Categories and Features

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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