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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Heron incorporates numerous architectural enhancements that lead to significant efficiency improvements. It maintains API compatibility with Apache Storm, ensuring that migrating to Heron can be achieved without any modifications to existing code. The platform simplifies the debugging process and facilitates the rapid identification of issues within topologies, promoting quicker iteration during the development phase. With its user interface, Heron provides a visual representation of each topology, enabling users to pinpoint hot spots and access detailed counters for monitoring progress and resolving issues. Furthermore, Heron boasts remarkable scalability, capable of handling a vast number of components for each topology while also supporting the deployment and management of numerous topologies simultaneously. This combination of features makes Heron an attractive choice for developers looking to optimize their stream processing workflows.

Description

Apache Spark™ serves as a comprehensive analytics platform designed for large-scale data processing. It delivers exceptional performance for both batch and streaming data by employing an advanced Directed Acyclic Graph (DAG) scheduler, a sophisticated query optimizer, and a robust execution engine. With over 80 high-level operators available, Spark simplifies the development of parallel applications. Additionally, it supports interactive use through various shells including Scala, Python, R, and SQL. Spark supports a rich ecosystem of libraries such as SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming, allowing for seamless integration within a single application. It is compatible with various environments, including Hadoop, Apache Mesos, Kubernetes, and standalone setups, as well as cloud deployments. Furthermore, Spark can connect to a multitude of data sources, enabling access to data stored in systems like HDFS, Alluxio, Apache Cassandra, Apache HBase, and Apache Hive, among many others. This versatility makes Spark an invaluable tool for organizations looking to harness the power of large-scale data analytics.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Amazon SageMaker Data Wrangler No 
Amazon SageMaker Feature Store No 
Apache Doris No 
Apache Mesos No 
Deep.BI No 
IBM Analytics Engine No 
IBM Cloud SQL Query No 
IBM SPSS Modeler No 
Jovian No 
Kylo No 
OPAQUE No 
Retina No 
Saagie No 
SnowcatCloud No 
Style Intelligence No 
Tonic No 
Unity Catalog No 
Yandex Data Proc No 
geoblink No 
witboost No 

Integrations

Amazon SageMaker Data Wrangler Yes 
Amazon SageMaker Feature Store Yes 
Apache Doris Yes 
Apache Mesos Yes 
Deep.BI Yes 
IBM Analytics Engine Yes 
IBM Cloud SQL Query Yes 
IBM SPSS Modeler Yes 
Jovian Yes 
Kylo Yes 
OPAQUE Yes 
Retina Yes 
Saagie Yes 
SnowcatCloud Yes 
Style Intelligence Yes 
Tonic Yes 
Unity Catalog Yes 
Yandex Data Proc Yes 
geoblink Yes 
witboost Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

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 Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
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 No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Apache Software Foundation

Founded

1999

Country

United States

Website

heron.incubator.apache.org

Vendor Details

Company Name

Apache Software Foundation

Founded

1999

Country

United States

Website

spark.apache.org

Product Features

Product Features

Big Data

Collaboration No 
Data Blends No 
Data Cleansing No 
Data Mining No 
Data Visualization No 
Data Warehousing No 
High Volume Processing No 
No-Code Sandbox No 
Predictive Analytics No 
Templates No 

Data Analysis

Data Discovery No 
Data Visualization No 
High Volume Processing No 
Predictive Analytics No 
Regression Analysis No 
Sentiment Analysis No 
Statistical Modeling No 
Text Analytics No 

Streaming Analytics

Data Enrichment Yes 
Data Wrangling / Data Prep Yes 
Multiple Data Source Support Yes 
Process Automation Yes 
Real-time Analysis / Reporting No 
Visualization Dashboards No 

Alternatives

Alternatives

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