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CouchDB VS Apache Spark

Compare CouchDB VS Apache Spark and see what are their differences

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CouchDB logo CouchDB

HTTP + JSON document database with Map Reduce views and peer-based replication

Apache Spark logo Apache Spark

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.
  • CouchDB Landing page
    Landing page //
    2021-10-14
  • Apache Spark Landing page
    Landing page //
    2021-12-31

CouchDB videos

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couchdb

Apache Spark videos

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

More videos:

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

Category Popularity

0-100% (relative to CouchDB and Apache Spark)

CouchDB

Apache Spark

Databases
49 49%
Databases
51% 51
NoSQL Databases
100 100%
NoSQL Databases
0% 0
Big Data
0 0%
Big Data
100% 100
Relational Databases
100 100%
Relational Databases
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare CouchDB and Apache Spark

CouchDB Reviews

12 Best Open-source Database Backend Server and Google Firebase Alternatives
CouchDB is a multipurpose open-soure database engine with a developer-friendly API and rich web admin dashboard. It offers user crud operation and authentication out-of-the-box. It also supports documents upload, file attachment and storage.CouchDB is proven to build offline-first apps with PouchDB support. It has a dead-simple configuration and works seamlessly on Windows,...
Source: medevel.com
16 Top Big Data Analytics Tools You Should Know About
The prominent big data analytics tools that use non-relational databases are MongoDB, Cassandra, Oracle No-SQL, and Apache CouchDB. We’ll dive into each one of these and cover their respective features.
Source: www.analytixlabs.co.in
9 Best MongoDB alternatives in 2019
CouchDB is an open source NoSQL data which is based on the common standard to offer web accessibility with a variety of devices. Data in CouchDB is stored in JSON format, and organized as key-value pairs.
Source: www.guru99.com
20+ MongoDB Alternatives You Should Know About
Nice round-up Peter, I would suggest an edit to the CouchDB section that seems to mix up Couchbase with it. They are two different products and deserve a section for each.
Source: www.percona.com

Apache Spark Reviews

15 data science tools to consider using in 2021
Apache Spark is an open source data processing and analytics engine that can handle large amounts of data -- upward of several petabytes, according to proponents. Spark's ability to rapidly process data has fueled significant growth in the use of the platform since it was created in 2009, helping to make the Spark project one of the largest open source communities among big...
Source: searchbusinessanalytics.techtarget.com
Top 15 Kafka Alternatives Popular In 2021
Apache Spark is a well-known, general-purpose, open-source analytics engine for large-scale, core data processing. It is known for its high-performance quality for data processing – batch and streaming with the help of its DAG scheduler, query optimizer, and engine. Data streams are processed in real-time and hence it is quite fast and efficient. Its machine learning...
Source: www.spec-india.com
5 Best-Performing Tools that Build Real-Time Data Pipeline
Apache Spark is an open-source and flexible in-memory framework which serves as an alternative to map-reduce for handling batch, real-time analytics and data processing workloads. It provides native bindings for the Java, Scala, Python, and R programming languages, and supports SQL, streaming data, machine learning and graph processing. From its beginning in the AMPLab at...
Source: www.analyticsinsight.net

Social recommendations and mentions

Based on our record, Apache Spark should be more popular than CouchDB. It has been mentiond 56 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

CouchDB mentions (16)

  • Creating an offline node.js app, but what can I use as a database?
    CouchDB is a json based database for simple projects. The fork pouchdb offers lots of support for offline. Source: 12 months ago
  • How to run WebAssembly from your Rust Program
    Apache CouchDB belongs to the family of NoSQL databases. It is a document store with a strong focus on Replication and reliability. One of the most significant differences Between CouchDB and a relational database (besides the absence of tables And schemas) is how you query data. Relational databases allow their Users to execute arbitrary and dynamic queries via SQL. Each SQL query may look Completely... - Source: dev.to / about 1 year ago
  • Help need for Third Year Computer Science Project which is a dating website.
    For non-SQL-based databases, consider MongoDB, or CouchDB, which are very easy to get started with. Source: almost 2 years ago
  • How would you implement online offline db sync?
    You can implement the sync algorithm from scratch, or you can use tools like CouchDB and turtleDB to help you. Source: almost 2 years ago
  • Alternative to MongoDB?
    I've heard people recommend CouchDB, no personal expience though. It is also nosql, somewhat similar to mongo. The selling feature is easy scalability. I'm planning to take a weekend to try it out myself. Https://couchdb.apache.org/. Source: almost 2 years ago
View more

Apache Spark mentions (56)

  • Groovy 🎷 Cheat Sheet - 01 Say "Hello" from Groovy
    Recently I had to revisit the "JVM languages universe" again. Yes, language(s), plural! Java isn't the only language that uses the JVM. I previously used Scala, which is a JVM language, to use Apache Spark for Data Engineering workloads, but this is for another post 😉. - Source: dev.to / 2 months ago
  • 🦿🛴Smarcity garbage reporting automation w/ ollama
    Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system. - Source: dev.to / 3 months ago
  • Go concurrency simplified. Part 4: Post office as a data pipeline
    Also, this knowledge applies to learning more about data engineering, as this field of software engineering relies heavily on the event-driven approach via tools like Spark, Flink, Kafka, etc. - Source: dev.to / 5 months ago
  • Five Apache projects you probably didn't know about
    Apache SeaTunnel is a data integration platform that offers the three pillars of data pipelines: sources, transforms, and sinks. It offers an abstract API over three possible engines: the Zeta engine from SeaTunnel or a wrapper around Apache Spark or Apache Flink. Be careful, as each engine comes with its own set of features. - Source: dev.to / 5 months ago
  • Spark – A micro framework for creating web applications in Kotlin and Java
    A JVM based framework named "Spark", when https://spark.apache.org exists? - Source: Hacker News / 11 months ago
View more

What are some alternatives?

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

MongoDB - MongoDB (from "humongous") is a scalable, high-performance NoSQL database.

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.

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

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