Buildflow Framework
What is Buildflow Framework?
It is an open source framework that lets you build a data pipeline by simply attaching a decorator to a Python function. All you need to do is describe where your input is coming from and where your output should be written, and BuildFlow handles the rest.
Buildflow Framework is a tool in the Background Jobs category of a tech stack.
Key Features
Unified batch and streaming Processor APIProduction-grade IO connectors for popular cloud services & storage systemsIO templates for common data pipelines (e.g. file upload notifications)Automatic resource creation / management for popular cloud resourcesSchema validation powered by Python dataclasses and type hintsAutomatic parallelism powered by Ray
Buildflow Framework Pros & Cons
Pros of Buildflow Framework
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Cons of Buildflow Framework
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Buildflow Framework Alternatives & Comparisons
What are some alternatives to Buildflow Framework?
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
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
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
