> I agree, but if you for instance look at the TypeScript comparison sub-thread, you'll see that all the issues with both the syntax and implementation of the type-system are being aggressively resolved, and likely will all be so by 3.9.
I'm happy to hear that; hopefully the efforts really do address these issues well.
> I find poetry a joy to use. If you want to bypass venvs all together, there's a lot of work to make that a reality, such as https://github.com/David-OConnor/pyflow.
I'll have to check those out, but one inherent problem is that even if these tools really do solve my pain points, adopting them means I'm leaving my org on a relatively small island, isolated from the Python community. If these really are the holy grail, why isn't the broader Python community adopting them? Please don't take this as me looking for something wrong--whatever Python build tool I use, I'll eventually need support and there's a lot to be said for having a thriving community that has almost always run into my exact problem before.
> Python in 3.5 added complete zip app support, which has improved this dramatically from my perspective. Extended by things like shiv https://github.com/linkedin/shiv make it fairly complete.
We're currently using this via pex. It mostly works, but we still run into problems occassionally (system dependencies, for example). Figuring out how to integrate these tools into the broader build process is another problem to solve--we're using `pants` which supports pex out of the box, but we're running into lots of bugs or other problems. I'll keep an eye on shiv.
> This is interesting to me. I prefer async/await in general, because it has become a standard across programming languages and I find it really easy to reason about. I also find channels to be too widely seen as a cure-all, when the only study so far has shown they actually led to an increase bug count. But I don't discount the value of real-parallelism, and am glad to see that Python has been pushing harder on that lately, with things like subshells that allow bypassing the GIL on a single thread.
My biggest issues with async/await are
(1) every package needs an async variant (async boto, async docker, etc etc). We work around this by running them in a thread pool executor, and I think that works, but I don't know if I'm holding the GIL unnecessarily and causing performance issues (fundamentally difficult to diagnose). This is roughly the "what color is my function" problem.
(2) it's really easy to starve the event loop by calling into something that transitively makes a sync call or otherwise just does a lot of CPU-heavy work. We've run into both kinds in production and they've been really hard to troubleshoot (because the requests that time out often aren't the ones that are actually causing the problems).
(3) dynamic typing means it's super easy to forget to await things. Tests should catch this, but we find ourselves writing tests _just_ to catch this (e.g., we now write tests for entrypoints that _just_ `await lib_function(params)`; we would normally not write tests for such simple functions, but now we have to). Static typing is the right way to solve this and mypy does, but mypy has too many other issues (at the moment) for our org.
One substantial criticism of goroutines is that they're less safe than async/await because you need to make sure the code you're running is threadsafe. I appreciate this criticism, but I think it's the right tradeoff for Go's performance aspirations (another great high-performance alternative is Rust's borrow checker, but that's the wrong tradeoff for Go's developer productivity aspirations).