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API StatusChangelog
Faust

Faust

#44in Background Jobs
Discussions0
Followers80
OverviewDiscussions

What is Faust?

It is a stream processing library, porting the ideas from Kafka Streams to Python. It provides both stream processing and event processing, sharing similarity with tools such as Kafka Streams, Apache Spark/Storm/Samza/Flink.

Faust is a tool in the Background Jobs category of a tech stack.

Key Features

Stream processingEvent processingBuild high performance distributed systemsReal-time data pipelines

Faust Pros & Cons

Pros of Faust

No pros listed yet.

Cons of Faust

No cons listed yet.

Faust Alternatives & Comparisons

What are some alternatives to Faust?

Kafka Streams

Kafka Streams

It is a client library for building applications and microservices, where the input and output data are stored in Kafka clusters. It combines the simplicity of writing and deploying standard Java and Scala applications on the client side with the benefits of Kafka's server-side cluster technology.

Apache NiFi

Apache NiFi

An easy to use, powerful, and reliable system to process and distribute data. It supports powerful and scalable directed graphs of data routing, transformation, and system mediation logic.

Confluent

Confluent

It is a data streaming platform based on Apache Kafka: a full-scale streaming platform, capable of not only publish-and-subscribe, but also the storage and processing of data within the stream

Apache Storm

Apache Storm

Apache Storm is a free and open source distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did for batch processing. Storm has many use cases: realtime analytics, online machine learning, continuous computation, distributed RPC, ETL, and more. Storm is fast: a benchmark clocked it at over a million tuples processed per second per node. It is scalable, fault-tolerant, guarantees your data will be processed, and is easy to set up and operate.

KSQL

KSQL

KSQL is an open source streaming SQL engine for Apache Kafka. It provides a simple and completely interactive SQL interface for stream processing on Kafka; no need to write code in a programming language such as Java or Python. KSQL is open-source (Apache 2.0 licensed), distributed, scalable, reliable, and real-time.

Redpanda

Redpanda

It is a streaming platform for mission critical workloads. Kafka® compatible, No Zookeeper®, no JVM, and no code changes required. Use all your favorite open source tooling - 10x faster.

Faust Integrations

Python, Flask, Django, Pandas, PyTorch and 3 more are some of the popular tools that integrate with Faust. Here's a list of all 8 tools that integrate with Faust.

Python
Python
Flask
Flask
Django
Django
Pandas
Pandas
PyTorch
PyTorch
NumPy
NumPy
NLTK
NLTK
SQLAlchemy
SQLAlchemy

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