utah VS bytewax

utah

We haven't tracked posts mentioning utah yet.
Tracking mentions began in Dec 2020.

bytewax

• Building a streaming SQL engine with Arrow and DataFusion
  1 project | news.ycombinator.com | 18 Mar 2024
• Near Real Time Ingestion to DB using Python
  1 project | /r/dataengineering | 6 Dec 2023

  You can probably use Python to solve your problem, there are many ways you can speed up your deserialization/flattening. I work on Bytewax (https://github.com/bytewax/bytewax) and I wouldn't mention it if it wasn't a good fit, but I think it's worth looking at here. It is a stream processor that makes it easy to scale, maintain order, track progress, and you just write native Python.

• Stream processing framework for a new project in Python
  1 project | /r/dataengineering | 2 Jun 2023

  Disclaimer: I work on Bytewax, but it feels like this could be a good fit and would save you some time looking around. If you need to do stateful operations (reduce, window, etc.) then you can use bytewax - https://github.com/bytewax/bytewax with pub/sub, but you would need to build a custom connector. There are some guides on how to do that - https://www.bytewax.io/blog/custom-input-connector.

• What are your favorite tools or components in the Kafka ecosystem?
  10 projects | /r/apachekafka | 31 May 2023
• A Python package for streaming synthetic data
  2 projects | /r/Python | 25 May 2023

  This is great, definitely see the utility here. I have had to hack this together so many times while building streaming workflows with github.com/bytewax/bytewax and other tools.

• Snowflake - what are the streaming capabilities it provides?
  3 projects | /r/dataengineering | 10 May 2023

  When low latency matters you should always consider an ETL approach rather than ELT, e.g. collect data in Kafka and process using Kafka Streams/Flink in Java or Quix Streams/Bytewax in Python, then sink it to Snowflake where you can handle non-critical workloads (as is the case for 99% of BI/analytics). This way you can choose the right path for your data depending on how quickly it needs to be served.

• Sunday Daily Thread: What's everyone working on this week?
  3 projects | /r/Python | 6 May 2023

  Working on how to use https://github.com/bytewax/bytewax to create embeddings in real-time for ML use cases. I want to make a small library for embedding pipelines, but still learning about vector dbs and the tradeoffs between the different solutions.

• Arroyo: A distributed stream processing engine written in Rust
  3 projects | /r/rust | 4 Apr 2023

  Project looks cool! Glad you open sourced it. It could use some comments in the code base to help contributors ;). I also like the datafusion usage, that is awesome. BTW I work on github.com/bytewax/bytewax, which is based on https://github.com/TimelyDataflow/timely-dataflow another Rust dataflow computation engine.

• 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 | /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.