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ease
features
design
support

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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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

AI Squared
Acxiom Real Identity
Akira AI
Amazon EC2
Apache Hudi
Baidu Palo
Dataiku
Gemini Enterprise Agent Platform Notebooks
LakeSail
Lightbits
Mage Dynamic Data Masking
NVIDIA RAPIDS
NVMesh
Oxla
Pepperdata
PySpark
Qlik Staige
Rational BI
RunCode
Sync

Integrations

AI Squared
Acxiom Real Identity
Akira AI
Amazon EC2
Apache Hudi
Baidu Palo
Dataiku
Gemini Enterprise Agent Platform Notebooks
LakeSail
Lightbits
Mage Dynamic Data Masking
NVIDIA RAPIDS
NVMesh
Oxla
Pepperdata
PySpark
Qlik Staige
Rational BI
RunCode
Sync

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

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

Data Analysis

Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics

Streaming Analytics

Data Enrichment
Data Wrangling / Data Prep
Multiple Data Source Support
Process Automation
Real-time Analysis / Reporting
Visualization Dashboards

Alternatives

Alternatives

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HERON COMPASS

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dbt

dbt Labs
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MLlib

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Apache Storm Reviews

Apache Storm

Apache Software Foundation
AWS Glue Reviews

AWS Glue

Amazon