pycall.rb
data-science-with-ruby
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| pycall.rb | data-science-with-ruby | |
|---|---|---|
| 6 | 2 | |
| 1,026 | 691 | |
| - | - | |
| 6.0 | 0.0 | |
| 7 months ago | 9 months ago | |
| C | Ruby | |
| MIT License | Creative Commons Zero v1.0 Universal |
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pycall.rb
- Call Python functions from the Ruby language
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RFC: Run Python from Ruby and Ruby from Python
Yeah, I know there are few libraries that do similar things: pycall.rb and rb_call, and there is also rubypython, but it's not supported and doesn't work with Python 3. I used pycall to create matplotlib charts from Ruby, it's great, and I'm gonna use part of its code, type conversion implementation, for example. But I don't think it's enough, it's like a one way bridge, I want more, I want to call Python from Ruby and Ruby from Python at the same time: create an Airfow PythonOperator, invoke Ruby code inside, store some value into XCom. What about rb_call, I don't like how it's implemented at all, it starts a separate process and serializes data using MessagePack RPC, so you can't use callbacks. It's not even possible to pass a Python object as an argument or call Ruby method that requires a block. And of course it's not effective.
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Building an app around a LLM, Rails + Python or just Python?
I have build a rails app that uses openai gem and it's working very well. For more advanced things I am exploring Pycall: https://github.com/mrkn/pycall.rb to call python functions. Don't have any experience though.
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What's the easiest way to interface my Rails app with a Python library?
I have use this before cool and easy also could run in heroku ()( for my case https://github.com/mrkn/pycall.rb
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Help!
From docs. I was able to install matplotlib (without --pre):
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Tips for collaborating with datascience teams
We use https://github.com/mrkn/pycall.rb extensively to interface with python libraries. So far, the only problem we have is memory leaks in python, but we mitigated the problem by isolating the leaking parts in a separate process.
data-science-with-ruby
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