Amazon MSK vs. Apache DataFusion Comparison


Amazon MSK Amazon	Apache DataFusion Apache Software Foundation	+	+
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About Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that makes it easy for you to build and run applications that use Apache Kafka to process streaming data. Apache Kafka is an open-source platform for building real-time streaming data pipelines and applications. With Amazon MSK, you can use native Apache Kafka APIs to populate data lakes, stream changes to and from databases, and power machine learning and analytics applications. Apache Kafka clusters are challenging to setup, scale, and manage in production. When you run Apache Kafka on your own, you need to provision servers, configure Apache Kafka manually, replace servers when they fail, orchestrate server patches and upgrades, architect the cluster for high availability, ensure data is durably stored and secured, setup monitoring and alarms, and carefully plan scaling events to support load changes.	About Apache DataFusion is an extensible, high-performance query engine written in Rust that utilizes Apache Arrow as its in-memory format. Designed for developers building data-centric systems such as databases, data frames, machine learning, and streaming applications, DataFusion offers SQL and DataFrame APIs, a vectorized, multi-threaded, streaming execution engine, and support for partitioned data sources. It natively supports formats like CSV, Parquet, JSON, and Avro, and allows for seamless integration with object stores including AWS S3, Azure Blob Storage, and Google Cloud Storage. The engine features a comprehensive query planner, a state-of-the-art optimizer with capabilities like expression coercion and simplification, projection and filter pushdown, sort and distribution-aware optimizations, and automatic join reordering. DataFusion is highly customizable, enabling the addition of user-defined scalar, aggregate, and window functions, custom data sources, query languages, etc.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Developers searching for a service that makes it easy to build and run applications that use Apache Kafka	Audience Professional developers and data engineers seeking a solution for building data-centric systems
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.0543 per hour Free Version Free Trial	Pricing Free Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Amazon Founded: 1994 United States aws.amazon.com/msk/	Company Information Apache Software Foundation Founded: 2019 United States datafusion.apache.org
Alternatives Aiven	Alternatives IBM Cloud SQL Query IBM
Azure Event Hubs Microsoft	Polars
WarpStream	PySpark
Axual	Apache Spark Apache Software Foundation
Oracle Cloud Infrastructure Streaming Oracle View All	BigLake Google View All
Categories Event Brokers Event Stream Processing Streaming Analytics	Categories Database

Integrations Amazon S3 Apache Avro Apache Kafka Argonaut Azure Blob Storage C Datadog Google Cloud Storage Google Sheets JSON Lenses Microsoft Excel Onehouse Protegrity Python SQL Sumo Logic Tenzir Waterstream kPow Show More Integrations View All 14 Integrations	Integrations Amazon S3 Apache Avro Apache Kafka Argonaut Azure Blob Storage C Datadog Google Cloud Storage Google Sheets JSON Lenses Microsoft Excel Onehouse Protegrity Python SQL Sumo Logic Tenzir Waterstream kPow Show More Integrations View All 14 Integrations
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