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Description
Spark Streaming extends the capabilities of Apache Spark by integrating its language-based API for stream processing, allowing you to create streaming applications in the same manner as batch applications. This powerful tool is compatible with Java, Scala, and Python. One of its key features is the automatic recovery of lost work and operator state, such as sliding windows, without requiring additional code from the user. By leveraging the Spark framework, Spark Streaming enables the reuse of the same code for batch processes, facilitates the joining of streams with historical data, and supports ad-hoc queries on the stream's state. This makes it possible to develop robust interactive applications rather than merely focusing on analytics. Spark Streaming is an integral component of Apache Spark, benefiting from regular testing and updates with each new release of Spark. Users can deploy Spark Streaming in various environments, including Spark's standalone cluster mode and other compatible cluster resource managers, and it even offers a local mode for development purposes. For production environments, Spark Streaming ensures high availability by utilizing ZooKeeper and HDFS, providing a reliable framework for real-time data processing. This combination of features makes Spark Streaming an essential tool for developers looking to harness the power of real-time analytics efficiently.
Description
codeSpark Academy stands out as the leading home coding platform for children aged 5 to 9, having engaged over 30 million young learners across 190 nations with the fundamentals of computer science alongside our charming coding characters known as the Foos. This innovative program employs a unique "no words" interface to impart essential coding skills through an array of engaging activities, including puzzles, games, creative projects, game design, and printable resources, all of which parents can track. Children explore vital programming concepts and apply them creatively through their own projects in the Game Maker, supported by personalized daily activities tailored to their individual progress. The curriculum benefits from collaborations with and insights from prestigious institutions like MIT, Princeton, and Carnegie Mellon, making it ideal for pre-readers, English language learners, and those facing reading or attention-related challenges. Moreover, it ensures a safe environment by prohibiting any written communication among players or with external contacts. This comprehensive approach fosters not only coding skills but also confidence and creativity in young learners.
API Access
Has API
API Access
Has API
Integrations
Apache Spark
PubSub+ Platform
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
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
1999
Country
United States
Website
spark.apache.org/streaming/
Vendor Details
Company Name
codeSpark Academy
Founded
2015
Country
United States
Website
codespark.com/educators
Product Features
Product Features
Technical Skills Development
Analytics
Career Coaching
Discussions
Exercises and Projects
Offline Usage
Quizzes & Assessments
Videos