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What is Spark Streaming?
Spark Streaming enhances Apache Spark's functionality by incorporating a language-driven API for processing streams, enabling the creation of streaming applications similarly to how one would develop batch applications. This versatile framework supports languages such as Java, Scala, and Python, making it accessible to a wide range of developers. A significant advantage of Spark Streaming is its ability to automatically recover lost work and maintain operator states, including features like sliding windows, without necessitating extra programming efforts from users. By utilizing the Spark ecosystem, it allows for the reuse of existing code in batch jobs, facilitates the merging of streams with historical datasets, and accommodates ad-hoc queries on the current state of the stream. This capability empowers developers to create dynamic interactive applications rather than simply focusing on data analytics. As a vital part of Apache Spark, Spark Streaming benefits from ongoing testing and improvements with each new Spark release, ensuring it stays up to date with the latest advancements. Deployment options for Spark Streaming are flexible, supporting environments such as standalone cluster mode, various compatible cluster resource managers, and even offering a local mode for development and testing. For production settings, it guarantees high availability through integration with ZooKeeper and HDFS, establishing a dependable framework for processing real-time data. Consequently, this collection of features makes Spark Streaming an invaluable resource for developers aiming to effectively leverage the capabilities of real-time analytics while ensuring reliability and performance. Additionally, its ease of integration into existing data workflows further enhances its appeal, allowing teams to streamline their data processing tasks efficiently.
What is DeltaStream?
DeltaStream serves as a comprehensive serverless streaming processing platform that works effortlessly with various streaming storage solutions. Envision it as a computational layer that enhances your streaming storage capabilities. The platform delivers both streaming databases and analytics, along with a suite of tools that facilitate the management, processing, safeguarding, and sharing of streaming data in a cohesive manner. Equipped with a SQL-based interface, DeltaStream simplifies the creation of stream processing applications, such as streaming pipelines, and harnesses the power of Apache Flink, a versatile stream processing engine. However, DeltaStream transcends being merely a query-processing layer above systems like Kafka or Kinesis; it introduces relational database principles into the realm of data streaming, incorporating features like namespacing and role-based access control. This enables users to securely access and manipulate their streaming data, irrespective of its storage location, thereby enhancing the overall data management experience. With its robust architecture, DeltaStream not only streamlines data workflows but also fosters a more secure and efficient environment for handling real-time data streams.
Integrations Supported
Activeeon ProActive
Apache Flink
Apache Kafka
Apache Spark
PubSub+ Platform
Redpanda
Integrations Supported
Activeeon ProActive
Apache Flink
Apache Kafka
Apache Spark
PubSub+ Platform
Redpanda
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Pricing Information
Pricing not provided.
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
Apache Software Foundation
Date Founded
1999
Company Location
United States
Company Website
spark.apache.org/streaming/
Company Facts
Organization Name
DeltaStream
Date Founded
2020
Company Location
United States
Company Website
www.deltastream.io
Categories and Features
Categories and Features
Streaming Analytics
Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards