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ByteWax: Rust's Research Meets Python's Practicalities (with Dan Herrera)
Manage episode 417163053 series 3476072
Bytewax is a curious stream processing tool that blends a Python surface with a Rust core to produce something that’s in a similar vein to Kafka Streams or Apache Flink, but with a fundamentally different implementation. This week we’re going to take a look at what it does, how it works in theory, and how the marriage of Python and Rust works in practice…
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The original Naiad Paper: https://dl.acm.org/doi/10.1145/2517349.2522738
Timely Dataflow: https://github.com/TimelyDataflow/timely-dataflow
Bytewax the Library: https://github.com/bytewax/bytewax
Bytewax the Service: https://bytewax.io/
PyO3, for calling Rust from Python: https://pyo3.rs/v0.21.2/
Kris on Mastodon: http://mastodon.social/@krisajenkins
Kris on LinkedIn: https://www.linkedin.com/in/krisjenkins/
Kris on Twitter: https://twitter.com/krisajenkins
--
#softwaredevelopment #dataengineering #apachekafka #timelydataflow
65 episodes
Manage episode 417163053 series 3476072
Bytewax is a curious stream processing tool that blends a Python surface with a Rust core to produce something that’s in a similar vein to Kafka Streams or Apache Flink, but with a fundamentally different implementation. This week we’re going to take a look at what it does, how it works in theory, and how the marriage of Python and Rust works in practice…
–
The original Naiad Paper: https://dl.acm.org/doi/10.1145/2517349.2522738
Timely Dataflow: https://github.com/TimelyDataflow/timely-dataflow
Bytewax the Library: https://github.com/bytewax/bytewax
Bytewax the Service: https://bytewax.io/
PyO3, for calling Rust from Python: https://pyo3.rs/v0.21.2/
Kris on Mastodon: http://mastodon.social/@krisajenkins
Kris on LinkedIn: https://www.linkedin.com/in/krisjenkins/
Kris on Twitter: https://twitter.com/krisajenkins
--
#softwaredevelopment #dataengineering #apachekafka #timelydataflow
65 episodes
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