ApacheKafka VS Apache Spark

Compare ApacheKafka vs Apache Spark and see what are their differences.

ApacheKafka

A curated re-sources list for awesome Apache Kafka (by jitendra3109)

Apache Spark

Apache Spark - A unified analytics engine for large-scale data processing (by apache)
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ApacheKafka Apache Spark
104 101
28 38,320
- 1.1%
0.0 10.0
5 months ago 6 days ago
Scala
- Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ApacheKafka

Posts with mentions or reviews of ApacheKafka. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-14.

Apache Spark

Posts with mentions or reviews of Apache Spark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-11.

What are some alternatives?

When comparing ApacheKafka and Apache Spark you can also consider the following projects:

dramatiq - A fast and reliable background task processing library for Python 3.

Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

outbox-inbox-patterns - Repository to support the article "Building a Knowledge Base Service With Neo4j, Kafka, and the Outbox Pattern"

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

Jenkins - Jenkins automation server

Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

RabbitMQ - Open source RabbitMQ: core server and tier 1 (built-in) plugins

Scalding - A Scala API for Cascading

istio - Connect, secure, control, and observe services.

mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services

Grafana - The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.