Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression. Learn more →
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A modular implementation of timely dataflow in Rust
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bytewax reviews and mentions
Launch HN: BuildFlow (YC W23) – The FastAPI of data pipelines
3 projects | news.ycombinator.com | 15 Mar 2023
Cool, nice idea. Can you sub in different backend like bytewax (https://github.com/bytewax/bytewax) for stateful processing?
Kafka Stream Processing in Java or Scala
3 projects | reddit.com/r/dataengineering | 24 Feb 2023
If you want to keep in your Python/SQL area of expertise and by all means I don't mean to promote not learning a new language, but just as an FYI. There are some non-Java/Scala tools between streaming databases like risingwave and materialize, streaming platforms like fluvio and redpanda, and stream processors like bytewax and faust.
ETL using pure python (no Pandas)
2 projects | reddit.com/r/dataengineering | 24 Jan 2023
Also worth considering bytewax for streaming ingestion and transformation if you are focusing on Python.
Using Bytewax to build an anomaly detection app
2 projects | dev.to | 5 Oct 2022
Bytewax is an up-and-coming data processing framework that is built on top of Timely Dataflow, which is a cyclic dataflow computational model. At a high-level, dataflow programming is a programming paradigm where program execution is conceptualized as data flowing through a series of operator based steps. The Timely Dataflow library is written in Rust which makes it blazingly fast and easy to use due to the language's great Python bindings.
This Week in Python (July 15, 2022)
6 projects | dev.to | 15 Jul 2022
bytewax – A Python framework for building highly scalable dataflows
Alternative Kafka Integration Framework to Kafka Connect?
3 projects | reddit.com/r/apachekafka | 21 Jun 2022
I am working on Bytewax, which is a Python stream processing framework built on Timely Dataflow. It is not exactly a Kafka integration framework because it is a more of a general stream processing framework, but might be interesting for you. We are focused on enabling people to more easily debug, containerize, parallelize and customize and less on enabling a declarative integration framework. It is still early days for us! And we are looking for feedback and ideas from the community.
A note from our sponsor - InfluxDB
www.influxdata.com | 2 Apr 2023
bytewax/bytewax is an open source project licensed under Apache License 2.0 which is an OSI approved license.