Pradyun Gedam
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# `Podcast.__init__` Notes Episode topic: About their work to upgrade the dependency resolution capabilities of pip and improve its user experience ### Interview - Q: Introductions - Paul: pip maintainer, CPython Core Developer, BDFL-Delegate (and what that means). Contributor to various things in the past (Vim, Boost). - Pradyun: dumb college kid. pip maintainer. PyPI moderator. TOML Core dev. - Tzu-Ping: MacDown. Freelancer based on Taiwan. PyCon Taiwan organiser. pipenv maintainer. - Q: How did you get introduced to Python? - Paul: - Porting stuff to the ACORN - Ported perl once. :) - Horrible port, but I like this thing I built. - Didn't look at Python until got a PC, stuff just worked. - Frustrated w/ Perl's symbols, - Pradyun: Dad gave me a book, had too much free time as a kid, learnt Python from the book. Then GSoC happened. - Tzu-Ping: Started programming in college, and got a iBook G4 -- no Mac programs at that time, so I started writing some. Joined as an iOS dev -- the web-dev person left. Boss went -- hey, you know Django? -- I can try. And... now 70% Python, 0% iOS. - Q: Can you start by describing the focus of the work that you are doing? - Replacing the existing resolver, which is... broken in some ways. - Cover the UX work here. - What is the scope of the work, and what is the established criteria for when it is considered complete? - resolver: writing the replacement, getting it feature complete, and rolling it out - UX: collecting data and analysis which will be used to improve the CLI and messaging & error reporting - Q: What is your history with working on the pip source code and what interests you most about this project? - Speak in turn: Paul, Pradyun, TP - Q: What are the main sources or manifestations of technical debt that exist in pip as of today? - Pradyun will take this and run with it! - Originally designed to install everything from source. Lot's of code is for building from source. - Shifting to wheels + static metadata and more. There is still a transition within the code, even though user facing changes have occured. - NOT "we're fighting a dragon in there" - Unifying the "code flow" for various user workflows. - `RequirementSet`, `InstallRequirement` - Q: How does it currently handle dependency resolution? - Pradyun wants to take this and run with it! - Poorly. :) - Optimistically. - "first come first serve" -- assuming that the first choice "first found, wins" - Q: What are some of the workarounds that developers have had to resort to in the absence of a robust dependency resolver in pip? - no-deps, pip-tools, poetry - explicitly add version ranges (or pin version) to requirements so pip does the right thing - pinning in a library (which is bad). - adding top level requirements - Q: How is the new dependency resolver implemented? - Paul + Tzu-Ping to take this and run with it! - Paul describing dependency resolution in general, and how Python packaging makes it awkward in certain ways - how pip is unique: not fully-visible metadata, SAT in pip's use case - TP describes how ResolveLib came about - Q: How has your initial design evolved or shifted as you have gotten further along in its implementation? - Starts with TP, Paul and Pradyun fill in is missing something - Reporting progress during dependency resolution, presenting error messages / handling errors during resolution. - Adding pip's features (extras, constraints, etc) wasn't a major problem - tricky, yes - but resolvelib was flexible enough to cover it. - Q: What are the pieces of information that the resolver will rely on for determining which packages and versions to install? (e.g. will it install setuptools > 45.x in a Python 2 virtualenv?) - Paul to cover this. - Distinguish metadata, data in the index (data-requires-python), and wheel tags. - Name, version, dependency data. Generated from source code. - Python version restriction (Requires-Python vs wheel tags) - New resolver fixes the fact that old resolver would work out it was for Python 2 too late. - Backtracks, rather than just ploughing on and failing - Q: What are the new capabilities in pip that will be enabled by this upgrade to the dependency resolver? - Fixing things that were broken. Enables better "environment management" in other tools? - Library implementation is more shareable, people have other options. - Simplifying pip-tools -- . - Easier for Python projects to have shared implementations for dependency resolvers. - Q: What projects or features in the encompassing ecosystem will be unblocked with the introduction of this upgrade? - Adding an upgrade-all command. - Example of funded work helping: encouraging other projects in the ecosystem, to seek funding for long-standing high-impact issues, to get things over the final few hurdles? - https://wiki.python.org/psf/Fundable%20Packaging%20Improvements#Finish_dependency_resolver_for_pip - Q: What are some of the changes that users will need to make to adopt the updated pip? - Right now: --unstable-feature - Eventually: have it by default, "we aim to roll it out later this year." - Be more careful about dependencies -- ensure current environments are ready with `pip check`. - pinning in a library is bad. - But still put in sensible ranges - Part of the project is to sort out the rollout. - Q: How do you anticipate these changes in pip, impacting the viability or adoption of Python and its ecosystem within different communities or industries? - Paul! - The other way around: Python dependency resolution can be a problem (known in certain circles) - Possible a better resolver can encourage people to choose Python - Having good dependency resolution in pip emphasise the value of good, consistent metadata - Projects would be encouraged to provide such if they can benefit from them - Q: What are some of the additional changes or improvements that you would like to see in pip or other core elements of the Python landscape? - Moar static metadata! Other languages don't suffer from the level of dynamic data Python does... - (good chance to talk about how we handle interoperability standards, and why) - Standardizing a way for pip to get dependency information from a package index. - Pradyun: Create reusable libraries for package management workflows (building logic, install logic etc) - Like ResolveLib - Q: What are some of the most interesting, unexpected, or challenging lessons that you have learned while working on these updates to pip? - **take turns!** - first ever funded work in pip!? - pip has no resources at all. - Compare to package managers in other popular langauges -- npm (JS), cargo (Rust), pub (dart), bundler (Ruby). - PSF's PackagingWG is doing great work in this front! - It’s a pain to continue supporting both Python 2 and 3 at the same time. We're dropping support for Python 2 from pip in Jan 2021, but we're implementing the resolver with Python 2 compatibility. - Really hard to know all the ways people use pip :-( - Paul+Pradyun: It feels way different working on pip as paid-for-time vs volunteered time (should I watch TV or play a game or work on pip?) - Paul - more focused, less interruptions - tend to get less distracted since being paid bring a certain amount of work ethic - contrasting with PEP 517 implementation - hey, this is cool, I'm getting paid to do my hobby -- I'm actually doing work, and not my hobby makes tackling difficult problems easier. - first time getting paid for Python stuff. - Pradyun: - first time getting paid. :) - much faster feedback loops compared to when we only had volunteers. - face to face time - Tzu-Ping: Joining pip dev as a paid-for-time. - Actually my first full-remote project - pip as a project is managed even more differently - Much slower feedback loops - Need to be more indenpendence and self-concious, push things much harder

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