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Apache Sqoop VS Apache Spark

Compare Apache Sqoop VS Apache Spark and see what are their differences


Sqoop is a command-line interface application for transferring data between relational databases and Hadoop.

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.
Apache Sqoop Landing Page
Apache Sqoop Landing Page
Apache Spark Landing Page
Apache Spark Landing Page

Apache Sqoop details

Categories
ETL Data Pipelines Databases
Website sqoop.apache.org  

Apache Spark details

Categories
Databases Big Data Big Data Analytics Big Data Infrastructure
Website spark.apache.org  

Apache Sqoop videos

15 Apache Sqoop - Sqoop Import - Incremental loads

More videos:

  • - Apache Sqoop Tutorial | Sqoop: Import & Export Data From MySQL To HDFS | Hadoop Training | Edureka
  • - Apache Sqoop Tutorial -Importing and Exporting Data

Apache Spark videos

Weekly Apache Spark live Code Review -- look at StringIndexer multi-col (Scala) & Python testing

More videos:

  • - What's New in Apache Spark 3.0.0
  • - Apache Spark for Data Engineering and Analysis - Overview

Category Popularity

0-100% (relative to Apache Sqoop and Apache Spark)
100
100%
0%
0
7
7%
93%
93
100
100%
0%
0
0
0%
100%
100

Social recommendations and mentions

We have tracked the following product recommendations or mentions on Reddit and HackerNews. They can help you identify which product is more popular and what people think of it.

Apache Sqoop mentions

We have not tracked any mentions of Apache Sqoop yet. Tracking of Apache Sqoop recommendations started around Mar 2021.

Apache Spark mentions

  • Unit testing your PySpark library
    In software development we often unit test our code (hopefully). And code written for Spark is no different. So here I want to run through an example of building a small library using PySpark and unit testing it. I'm using Visual Studio Code as my editor here, mostly because I think it's brilliant, but other editors are available. - Source: dev.to / 21 days ago

What are some alternatives?

When comparing Apache Sqoop and Apache Spark, you can also consider the following products

Azure Data Factory - Learn more about Azure Data Factory, the easiest cloud-based hybrid data integration solution at an enterprise scale. Build data factories without the need to code.

Hadoop - Open-source software for reliable, scalable, distributed computing

Apache NiFi - An easy to use, powerful, and reliable system to process and distribute data.

Hive - Seamless project management and collaboration for your team.

Talend Big Data Platform - Talend Big Data Platform is a data integration and data quality platform built on Spark for cloud and on-premises.

Hortonworks - Hadoop-Related

User reviews

Share your experience with using Apache Sqoop and Apache Spark. For example, how are they different and which one is better?

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