Apache Beam
Apache Beam is a programming model. This model takes care of batch as well as parallel processing pipelines. The model is open-source, which means it is available for free. Apache Beam provides you with SDKs to process the Beam pipelines. Beam supported runners and data connectors are available with this model.
Top Apache Beam Alternatives
- TradingView
- Splunk
- Cloudera
- SAP IQ
- Databricks
- Revulytics
- HPCC Systems
- Qubole
- Informatica Big Data
- HP Haven
- MapR Distribution
- Pivotal Big Data Suite
- Pentaho Big Data Analytics
- MicroStrategy Big Data Analytics
- Actian Analytics Platform
Top Apache Beam Alternatives and Overview
TradingView
TradingView is a platform that allows traders to choose and analyze the stocks before buying them.
Splunk
Splunk is a big data analytics platform used to collect and analyze machine-generated big data and deliver real-time business insights for better decision making.
SAP IQ
SAP IQ is a high level RDBMS designed for big data analytics and warehousing that allows businesses to perform in-the-moment decision making.
Databricks
Databricks is an analytics tool based on Apache Spark, an open-source computing framework.
Revulytics
Revulytics Usage Intelligence is the leading solution purpose-built for distributed software on Windows, Macintosh, and Linux platforms provides deep insight into application usage.
HPCC Systems
It features an easy-to-use, cloud based platform that supports faster application development with far less...
Qubole
All its processing is done on the cloud, which offers it an exceptional amount of...
Informatica Big Data
The software helps businesses and organizations properly use, manage and deliver meaningful values from big...
HP Haven
With cloud based and on-premise deployment options, HP Haven is designed to extract maximum output...
MapR Distribution
The platform offers many tools and technologies for users to perform intense data analytics, upgrade...
Pivotal Big Data Suite
It offers tools to help users manage, analyze, and connect the data with other applications...
Pentaho Big Data Analytics
It is a complete data analytics solution that features data integration, reporting and analytics tools...
MicroStrategy Big Data Analytics
The software is designed to be able to access and analyze any data source, more...
Actian Analytics Platform
The platform supports leading data analytics solutions, including Hadoop, Spark and Hive to allow companies...
Apache Beam Review and Overview
The Apache Beam unified model is portable and is capable of running pipelines on multiple environments. This model provides you with the option of selecting the language you are comfortable with to start its processing.
Working
Apache Beam makes use of the open-source Beam to build a program, and this program defines the pipeline. The distributed processing backends of Apache Beam then executes this pipeline. The Beam comes into picture when parallel processing takes place. This software is capable of handling the processing of many smaller bundles of data.
It performs the ETL (extract, transform, and load) functions, which are the basis behind the movement of the data between different sources and media. The Beam SDK is capable of converting data regardless of its size. There is the option available for you where you can choose the Beam SDK. The pipeline runners translate the data that you define through the Beam pipeline.
Beam Capability Matrix
Apache beam enables you to build parallel processing pipelines by providing you with a portable API layer. This API layer works on the principle of the Dataflow model. The capability matrix displays the individual capabilities related to the pipeline and API layer. The matrix also shows the calculations associated with Apache Flink, Apache Hadoop, Apache Gearpump, etc.
The Direct Runner
This runner is responsible for executing the pipelines. It also keeps check on these pipelines and makes sure that they follow the Beam model. The main function of this runner is to perform the checks that make sure that the user never relies on the semantics, which is not created by the valid model. The Direct Runner enforces the immutability and encodability of elements. The Direct Runner is responsible for local level unit testing that, in turn, makes the system run faster and test easily.
Company Information
Company Name: The Apache Software Foundation
Founded in: 1999