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Thanks for the write-up!

(Note: I work at Posit, but not on the Positron team)


Are computer vision models supported?


Not yet—very much on the roadmap though


Might not be exactly what you're talking about, but Shiny for Python compiles to WASM, so that you can deploy stand-alone

https://shiny.posit.co/py/docs/shinylive.html


I'm specifically talking about say jinja2 rendering to WASM and doing any sort of application logic client side like Blazor does. Blazor can also do server-side logic. It's essentially a SPA framework on serious steroids with minimal mental overhead of having to go to JavaScript and back.


For sure! It's always great when a new feature falls out of an upstream dependency (in this case, matplotlib 3.6)


plotnine is a ggplot also funded by Posit (though, externally developed)

https://plotnine.org/


I use plotnine whenever I need to make (static) plots in Python. It's really quite well done, a close match to R's ggplot2, and more feature complete than any of the other Python grammar of graphics packages I've tried.


Agreed…feels like this is as much a cultural problem as a tech one. Meaning, from my experience at large companies, I feel like those lawyers get off on the fight of who gets to write the terms


Culture is definitely part of the problem, and I completely agree that tech alone can't solve it. I also think it's critical to change the incentives that lawyers are responding to.

I've spoken with lots of lawyers in procurement at large companies. They're typically perceived as a cost center, and they often have to deal with lots of people from the rest of the business complaining that the contracts need to be reviewed/approved faster.

If they are processing thousands of vendor contracts per year, think about how much faster they can be if most/all of those contracts are on their in-house template, rather than a different template for each vendor.

But if lots of their vendors are using a standard contract, then there isn't the same cost in terms of time for using it.

All that said, this is going to be hard, and we're not expecting everyone to change overnight. We have, however, been encouraged to see examples of large companies signing the standard contracts, and we're grateful to have attorneys from big companies like Thompson Reuters and Salesforce on our committee.


I think you're on to something. Having done a bit of procurement pain, there is clearly a better way, and this might well be it. I'm rooting for you.


Thank you!


Not specific to specific examples in the article, I think some of the things people perceive as "bugs" other people see as features or an opportunity to correct past mistakes.

I can remember an example where I suggested automatic treatment of missing values in a stats library, and the library maintainer disagreed. Meaning, my lobbying for Julia to do what R/Python did was seen as "Yes, but that's wrong and we shouldn't promote that sort of treatment". As a business user, I didn't care that it was theoretically wrong, the maintainer as an academic did.

That ends up becoming open-source prerogative. I could do it wrong "on my own time" in my own code...doesn't make either a bug, but a different choice based on perspective.


(Note: I'm Head of Developer Relations at Streamlit!)

Thanks, glad you found Streamlit useful! The plan (per the link) is that Streamlit will continue on as an open-source project.


(Note: I'm Head of Developer Relations at Streamlit)

While I cannot speak to your experience with either project, I do want to point out that open-source doesn't have to be a zero-sum game. Gradio has different goals than Streamlit, which has different goals than Flask and Django.

In the end, congratulations to both HuggingFace and Gradio, Streamlit looks forward to seeing what they end up building!


(Note: I'm Head of Developer Relations at Streamlit)

The easiest way to have a secure Streamlit app would be to use Streamlit Cloud, which is https by default:

https://streamlit.io/cloud

If you want to use some other combination of technologies for hosting, we've created a Deployment Guide to aggregate the best answers from the community:

https://discuss.streamlit.io/t/streamlit-deployment-guide-wi...

Depending on what you are trying to do, I suspect you're looking for using Apache2 or nginx as a proxy:

https://discuss.streamlit.io/t/configuring-apache-2-4-for-pr...


Thanks randyzwitch for this. helpful links. it appears that i might be going the route of the streamlit.io/cloud.

I initially deployed via AWS EC2 but it's not secured, that's the challenged.


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