## Summary
This crate only contains types, and I want to introduce a new crate for
all _operations_ on distributions, so this feels like a more natural
name given we also have `pypi-types`.
## Summary
This is a refactor to address a TODO in the build context whereby we
aren't respecting the resolution options in recursive resolutions. Now,
the options are split out from the resolution _manifest_, and shared
across the build context tree.
This script can compare different requirements between pip(-compile) and
puffin across python versions, with debug and release builds.
Examples:
```shell
scripts/compare_with_pip/compare_with_pip.py
scripts/compare_with_pip/compare_with_pip.py -p 3.10
scripts/compare_with_pip/compare_with_pip.py --release -p 3.9 --target 'transformers[deepspeed-testing,dev-tensorflow]'
```
It found a bunch of fixed bugs, e.g. the lack of yanked package handling
and source dist handling, as well as #423, which is currently most of
the output.
Example output:
https://gist.github.com/konstin/9ccf8dc7c2dcca737bf705429ced4892#443 should be merged first
Extends #424 with support for URL dependency incompatibilities.
Requires changes to `miette` to prevent URLs from being word wrapped;
accepted upstream in https://github.com/zkat/miette/pull/321
We're willing to use platform-incompatible wheels during resolution, to
quicken access to metadata... But we should avoid choosing an
incompatible wheel if the package lacks a source distribution since, in
that case, we definitely won't be able to install it.
Closes https://github.com/astral-sh/puffin/issues/439.
Always¹ clear the temporary directories we create.
* Clear source dist downloads: Previously, the temporary directories
would remain in the cache dir, now they are cleared properly
* Clear wheel file downloads: Delete the `.whl` file, we only need to
cache the unpacked wheel
* Consistent handling of cache arguments: Abstract the handling for CLI
cache args away, again making sure we remove the `--no-cache` temp dir.
There are no more `into_path()` calls that persist `TempDir`s that i
could find.
¹Assuming drop is run, and deleting the directory doesn't silently
error.
Addresses
https://github.com/astral-sh/puffin/issues/309#issuecomment-1792648969
Similar to #338 this throws an error when merging versions results in an
empty set. Instead of propagating that error, we capture it and return a
new dependency type of `Unusable`. Unusable dependencies are a new
incompatibility kind which includes an arbitrary "reason" string that we
present to the user. Adding a new incompatibility kind requires changes
to the vendored pubgrub crate.
We could use this same incompatibility kind for conflicting urls as in
#284 which should allow the solver to backtrack to another valid version
instead of failing (see #425).
Unlike #383 this does not require changes to PubGrub's package mapping
model. I think in the long run we'll want PubGrub to accept multiple
versions per package to solve this specific issue, but we're interested
in it being merged upstream first. This pull request is just using the
issue as a simple case to explore adding a new incompatibility type.
We may or may not be able convince them to add this new incompatibility
type upstream. As discussed in
https://github.com/pubgrub-rs/pubgrub/issues/152, we may want a more
general incompatibility kind instead which can be used for arbitrary
problems. An upstream pull request has been opened for discussion at
https://github.com/pubgrub-rs/pubgrub/pull/153.
Related to:
- https://github.com/pubgrub-rs/pubgrub/issues/152
- #338
- #383
---------
Co-authored-by: konsti <konstin@mailbox.org>
A fork will let us stay up to date with the upstream while replaying our
work on top of it.
I expect a similar workflow to the RustPython-Parser fork we maintained,
except that I wrote an automation to create tags for each commit on the
fork (https://github.com/zanieb/pubgrub/pull/2) so we do not need to
manually tag and document each commit.
To update with the upstream:
- Rebase our fork's `main` branch on top of the latest changes in
upstream's `dev` branch
- Force push, overwriting our `main` branch history
- Change the commit hash here to the last commit on `main` in our fork
Since we automatically tag each commit on the fork, we should never lose
the commits that are dropped from `main` during rebase.
This works by filtering out files with a more recent upload time, so if
the index you use does not provide upload times, the results might be
inaccurate. pypi provides upload times for all files. This is, the field
is non-nullable in the warehouse schema, but the simple API PEP does not
know this field.
If you have only pypi dependencies, this means deterministic,
reproducible(!) resolution. We could try doing the same for git repos
but it doesn't seem worth the effort, i'd recommend pinning commits
since git histories are arbitrarily malleable and also if you care about
reproducibility and such you such not use git dependencies but a custom
index.
Timestamps are given either as RFC 3339 timestamps such as
`2006-12-02T02:07:43Z` or as UTC dates in the same format such as
`2006-12-02`. Dates are interpreted as including this day, i.e. until
midnight UTC that day. Date only is required to make this ergonomic and
midnight seems like an ergonomic choice.
In action for `pandas`:
```console
$ target/debug/puffin pip-compile --exclude-newer 2023-11-16 target/pandas.in
Resolved 6 packages in 679ms
# This file was autogenerated by Puffin v0.0.1 via the following command:
# target/debug/puffin pip-compile --exclude-newer 2023-11-16 target/pandas.in
numpy==1.26.2
# via pandas
pandas==2.1.3
python-dateutil==2.8.2
# via pandas
pytz==2023.3.post1
# via pandas
six==1.16.0
# via python-dateutil
tzdata==2023.3
# via pandas
$ target/debug/puffin pip-compile --exclude-newer 2022-11-16 target/pandas.in
Resolved 5 packages in 655ms
# This file was autogenerated by Puffin v0.0.1 via the following command:
# target/debug/puffin pip-compile --exclude-newer 2022-11-16 target/pandas.in
numpy==1.23.4
# via pandas
pandas==1.5.1
python-dateutil==2.8.2
# via pandas
pytz==2022.6
# via pandas
six==1.16.0
# via python-dateutil
$ target/debug/puffin pip-compile --exclude-newer 2021-11-16 target/pandas.in
Resolved 5 packages in 594ms
# This file was autogenerated by Puffin v0.0.1 via the following command:
# target/debug/puffin pip-compile --exclude-newer 2021-11-16 target/pandas.in
numpy==1.21.4
# via pandas
pandas==1.3.4
python-dateutil==2.8.2
# via pandas
pytz==2021.3
# via pandas
six==1.16.0
# via python-dateutil
```
[PEP 691](https://peps.python.org/pep-0691/#project-detail) has slightly
different, more relaxed rules around file metadata. These changes are
now reflected in the `File` struct. This will make it easier to support
alternative indices.
I had expected that i need to introduce a separate type for that, so i'm
happy it's two `Option`s more and an alias.
Part of #412
Previously, we were assuming that `which <python>` return the path to
the python executable. This is not true when using pyenv shims, which
are bash scripts. Instead, we have to use `sys.executable`. Luckily,
we're already querying the python interpreter and can do it in that
pass.
We are also not allowed to cache the execution of the python interpreter
through the shim because pyenv might change the target. As a heuristic,
we check whether `sys.executable`, the real binary, is the same our
canonicalized `which` result.
---------
Co-authored-by: Zanie Blue <contact@zanie.dev>
## Summary
This PR implements logic to sort wheels by priority, where priority is
defined as preferring more "specific" wheels over less "specific"
wheels. For example, in the case of Black, my machine now selects
`black-23.11.0-cp311-cp311-macosx_11_0_arm64.whl`, whereas sorting by
lowest priority instead gives me `black-23.11.0-py3-none-any.whl`.
As part of this change, I've also modified the resolver to fallback to
using incompatible wheels when determining package metadata, if no
compatible wheels are available.
The `VersionMap` was also moved out of `resolver.rs` and into its own
file with a wrapper type, for clarity.
Closes https://github.com/astral-sh/puffin/issues/380.
Closes https://github.com/astral-sh/puffin/issues/421.
The pip compile test now explicitly set their python version and `puffin
venv` resolves e.g. `python3.12` correctly now. The venv creation is
moved to a shared method
Implement two behaviors for yanked versions:
* During `pip-compile`, yanked versions are filtered out entirely, we
currently treat them is if they don't exist. This is leads to confusing
error messages because a version that does exist seems to have suddenly
disappeared.
* During `pip-sync`, we warn when we fetch a remote distribution and it
has been yanked. We currently don't warn on cached or installed
distributions that have been yanked.
Filter out source dists and wheels whose `requires-python` from the
simple api is incompatible with the current python version.
This change showed an important problem: When we use a fake python
version for resolving, building source distributions breaks down because
we can only build with versions we actually have.
This change became surprisingly big. The tests now require python 3.7 to
be installed, but changing that would mean an even bigger change.
Fixes#388
This copies the allocator configuration used in the Ruff project. In
particular, this gives us an instant 10% win when resolving the top 1K
PyPI packages:
$ hyperfine \
"./target/profiling/puffin-dev-main resolve-many --cache-dir
cache-docker-no-build --no-build pypi_top_8k_flat.txt --limit 1000 2>
/dev/null" \
"./target/profiling/puffin-dev resolve-many --cache-dir
cache-docker-no-build --no-build pypi_top_8k_flat.txt --limit 1000 2>
/dev/null"
Benchmark 1: ./target/profiling/puffin-dev-main resolve-many --cache-dir
cache-docker-no-build --no-build pypi_top_8k_flat.txt --limit 1000 2>
/dev/null
Time (mean ± σ): 974.2 ms ± 26.4 ms [User: 17503.3 ms, System: 2205.3
ms]
Range (min … max): 943.5 ms … 1015.9 ms 10 runs
Benchmark 2: ./target/profiling/puffin-dev resolve-many --cache-dir
cache-docker-no-build --no-build pypi_top_8k_flat.txt --limit 1000 2>
/dev/null
Time (mean ± σ): 883.1 ms ± 23.3 ms [User: 14626.1 ms, System: 2542.2
ms]
Range (min … max): 849.5 ms … 916.9 ms 10 runs
Summary
'./target/profiling/puffin-dev resolve-many --cache-dir
cache-docker-no-build --no-build pypi_top_8k_flat.txt --limit 1000 2>
/dev/null' ran
1.10 ± 0.04 times faster than './target/profiling/puffin-dev-main
resolve-many --cache-dir cache-docker-no-build --no-build
pypi_top_8k_flat.txt --limit 1000 2> /dev/null'
I was moved to do this because I noticed `malloc`/`free` taking up a
fairly sizeable percentage of time during light profiling.
As is becoming a pattern, it will be easier to review this
commit-by-commit.
Ref #396 (wouldn't call this issue fixed)
-----
I did also try adding a `smallvec` optimization to the
`Version::release` field, but it didn't bare any fruit. I still think
there is more to explore since the results I observed don't quite line
up with what I expect. (So probably either my mental model is off or my
measurement process is flawed.) You can see that attempt with a little
more explanation here:
f9528b4ecd
In the course of adding the `smallvec` optimization, I also shrunk the
`Version` fields from a `usize` to a `u32`. They should at least be a
fixed size integer since version numbers aren't used to index memory,
and I shrunk it to `u32` since it seems reasonable to assume that all
version numbers will be smaller than `2^32`.
Before:
```
cargo run --bin puffin-dev -q -- resolve-cli "transformers[accelerate, agents, all, audio, codecarbon, deepspeed, deepspeed-testing, dev, dev-tensorflow, dev-torch, docs, docs_specific, flax, flax-speech, ftfy, integrations, ja, modelcreation, onnx, onnxruntime, optuna, quality, ray, retrieval, sagemaker, sentencepiece, serving, sigopt, sklearn, speech, testing, tf, tf-cpu, tf-speech, timm, tokenizers, torch, torch-speech, torch-vision, torchhub, video, vision]"
puffin-dev failed
Caused by: No solution found when resolving: transformers[accelerate,agents,all,audio,codecarbon,deepspeed,deepspeed-testing,dev,dev-tensorflow,dev-torch,docs,docs-specific,flax,flax-speech,ftfy,integrations,ja,modelcreation,onnx,onnxruntime,optuna,quality,ray,retrieval,sagemaker,sentencepiece,serving,sigopt,sklearn,speech,testing,tf,tf-cpu,tf-speech,timm,tokenizers,torch,torch-speech,torch-vision,torchhub,video,vision]
Caused by: Not a valid package or extra name: ".none". Names must start and end with a letter or digit and may only contain -, _, ., and alphanumeric characters
```
After:
```
cargo run --bin puffin-dev -q -- resolve-cli "transformers[accelerate, agents, all, audio, codecarbon, deepspeed, deepspeed-testing, dev, dev-tensorflow, dev-torch, docs, docs_specific, flax, flax-speech, ftfy, integrations, ja, modelcreation, onnx, onnxruntime, optuna, quality, ray, retrieval, sagemaker, sentencepiece, serving, sigopt, sklearn, speech, testing, tf, tf-cpu, tf-speech, timm, tokenizers, torch, torch-speech, torch-vision, torchhub, video, vision]"
puffin-dev failed
Caused by: No solution found when resolving: transformers[accelerate,agents,all,audio,codecarbon,deepspeed,deepspeed-testing,dev,dev-tensorflow,dev-torch,docs,docs-specific,flax,flax-speech,ftfy,integrations,ja,modelcreation,onnx,onnxruntime,optuna,quality,ray,retrieval,sagemaker,sentencepiece,serving,sigopt,sklearn,speech,testing,tf,tf-cpu,tf-speech,timm,tokenizers,torch,torch-speech,torch-vision,torchhub,video,vision]
Caused by: Couldn't parse metadata in fastapi-0.10.1-py3-none-any.whl (97ac91cb7c/fastapi-0.10.1-py3-none-any.whl)
Caused by: Not a valid package or extra name: ".none". Names must start and end with a letter or digit and may only contain -, _, ., and alphanumeric characters
```
## Summary
It looks like, when you install `pip`, it includes a bunch of
`__pycache__` directories in the RECORD file (although these directories
don't exist until you run `pip`). Our uninstaller assumed that the
RECORD file only contained _files_.
Closes https://github.com/astral-sh/puffin/issues/389.
I intend this to become the main form of caching for puffin: You can
make http requests, you tranform the data to what you really need, you
have control over the cache key, and the cache is always json (or
anything else much faster we want to replace it with as long as it's
serde!)
## Summary
This PR refactors our `RemoteDistribution` type such that it now follows
a clear hierarchy that matches the actual variants, and encodes the
differences between source and built distributions:
```rust
pub enum Distribution {
Built(BuiltDistribution),
Source(SourceDistribution),
}
pub enum BuiltDistribution {
Registry(RegistryBuiltDistribution),
DirectUrl(DirectUrlBuiltDistribution),
}
pub enum SourceDistribution {
Registry(RegistrySourceDistribution),
DirectUrl(DirectUrlSourceDistribution),
Git(GitSourceDistribution),
}
/// A built distribution (wheel) that exists in a registry, like `PyPI`.
pub struct RegistryBuiltDistribution {
pub name: PackageName,
pub version: Version,
pub file: File,
}
/// A built distribution (wheel) that exists at an arbitrary URL.
pub struct DirectUrlBuiltDistribution {
pub name: PackageName,
pub url: Url,
}
/// A source distribution that exists in a registry, like `PyPI`.
pub struct RegistrySourceDistribution {
pub name: PackageName,
pub version: Version,
pub file: File,
}
/// A source distribution that exists at an arbitrary URL.
pub struct DirectUrlSourceDistribution {
pub name: PackageName,
pub url: Url,
}
/// A source distribution that exists in a Git repository.
pub struct GitSourceDistribution {
pub name: PackageName,
pub url: Url,
}
```
Most of the PR just stems downstream from this change. There are no
behavioral changes, so I'm largely relying on lint, tests, and the
compiler for correctness.
One of the most common errors i observed are build failures due to
missing header files. On ubuntu, this generally means that you need to
install some `<...>-dev` package that the documentation tells you about,
e.g. [mysqlclient](https://github.com/PyMySQL/mysqlclient#linux) needs
`default-libmysqlclient-dev`, [some psycopg
versions](https://www.psycopg.org/psycopg3/docs/basic/install.html#local-installation)
(i remember that this was always required at some earlier point) require
`libpq-dev` and pygraphviz wants `graphviz-dev`. This is quite common
for many scientific packages (where conda has an advantage because they
can provide those package as a dependency).
The error message can be completely inscrutable if you're just a python
programmer (or user) and not a c programmer (example: pygraphviz):
```
warning: no files found matching '*.png' under directory 'doc'
warning: no files found matching '*.txt' under directory 'doc'
warning: no files found matching '*.css' under directory 'doc'
warning: no previously-included files matching '*~' found anywhere in distribution
warning: no previously-included files matching '*.pyc' found anywhere in distribution
warning: no previously-included files matching '.svn' found anywhere in distribution
no previously-included directories found matching 'doc/build'
pygraphviz/graphviz_wrap.c:3020:10: fatal error: graphviz/cgraph.h: No such file or directory
3020 | #include "graphviz/cgraph.h"
| ^~~~~~~~~~~~~~~~~~~
compilation terminated.
error: command '/usr/bin/gcc' failed with exit code 1
```
The only relevant part is `Fatal error: graphviz/cgraph.h: No such file
or directory`. Why is this file not there and how do i get it to be
there?
This is even harder to spot in pip's output, where it's 11 lines above
the last line:
I've special cased missing headers and made sure that the last line
tells you the important information: We're missing some header, please
check the documentation of {package} {version} for what to install:
Scrolling up:
The difference gets even clearer with a default ubuntu terminal with its
80 columns:
---
Note that the situation is better for a missing compiler, there i get:
```
[...]
warning: no previously-included files matching '*~' found anywhere in distribution
warning: no previously-included files matching '*.pyc' found anywhere in distribution
warning: no previously-included files matching '.svn' found anywhere in distribution
no previously-included directories found matching 'doc/build'
error: command 'gcc' failed: No such file or directory
---
```
Putting the last line into google, the first two results tell me to
`sudo apt-get install gcc`, the third even tells me about `sudo apt
install build-essential`
By default, we will build source distributions for both resolving and
installing, running arbitrary code. `--no-build` adds an option to ban
this and only install from wheels, no source distributions or git builds
allowed. We also don't fetch these and instead report immediately.
I've heard from users for whom this is a requirement, i'm implementing
it now because it's helpful for testing.
I'm thinking about adding a shared `PuffinSharedArgs` struct so we don't
have to repeat each option everywhere.
Closes https://github.com/astral-sh/puffin/issues/356.
The example from the issue now renders as:
```
❯ cargo run --bin puffin-dev -q -- resolve-cli tensorflow-cpu-aws
puffin-dev failed
Caused by: No solution found when resolving build dependencies for source distribution:
Caused by: Because there is no available version for tensorflow-cpu-aws and root depends on tensorflow-cpu-aws, version solving failed.
```
It looks like Cargo, notice the bold green lines at the top (which
appear during the resolution, to indicate Git fetches and source
distribution builds):
<img width="868" alt="Screen Shot 2023-11-06 at 11 28 47 PM"
src="9647a480-7be7-41e9-b1d3-69faefd054ae">
<img width="868" alt="Screen Shot 2023-11-06 at 11 28 51 PM"
src="6bc491aa-5b51-4b37-9ee1-257f1bc1c049">
Closes https://github.com/astral-sh/puffin/issues/287 although we can do
a lot more here.
We now write the `direct_url.json` when installing, and _skip_
installing if we find a package installed via the direct URL that the
user is requesting.
A lot of TODOs, especially around cleaning up the `Source` abstraction
and its relationship to `DirectUrl`. I'm gonna keep working on these
today, but this works and makes the requirements clear.
Closes#332.
## Summary
This PR just adds the logic in `install-wheel-rs` to write
`direct_url.json`. We're not actually taking advantage of it yet (or
wiring it through) in Puffin.
Part of https://github.com/astral-sh/puffin/issues/332.
## Summary
This is a first-pass at adding source distribution support to the
installer.
The previous installation flow was:
1. Come up with a plan.
1. Find a distribution (specific file) for every package that we'll need
to download.
1. Download those distributions.
1. Unzip them (since we assumed they were all wheels).
1. Install them into the virtual environment.
Now, Step (3) downloads both wheels and source distributions, and we
insert a step between Steps (3) and (4) to build any source
distributions into zipped wheels.
There are a bunch of TODOs, the most important (IMO) is that we
basically have two implementations of downloading and building, between
the stuff in `puffin_installer` and `puffin_resolver` (namely in
`crates/puffin-resolver/src/distribution`). I didn't attempt to clean
that up here -- it's already a problem, and it's related to the overall
problem we need to solve around unified caching and resource management.
Closes#243.
`PackageName` and `ExtraName` can now only be constructed from valid
names. They share the same rules, so i gave them the same
implementation. Constructors are split between `new` (owned) and
`from_str` (borrowed), with the owned version avoiding allocations.
Closes#279
---------
Co-authored-by: Zanie <contact@zanie.dev>
## Summary
This just enables the `DistributionFinder` (previously known as the
`WheelFinder`) to select source distributions when there are no matching
wheels for a given platform. As a reminder, the `DistributionFinder` is
a simple resolver that doesn't look at any dependencies: it just takes a
set of pinned packages, and finds a distribution to install to satisfy
each requirement.
In the resolver, our current model for solving URL dependencies requires
that we visit the URL dependency _before_ the registry-based dependency.
This PR encodes a strict requirement that all URL dependencies be
declared upfront, either as requirements or constraints.
I wrote more about how it works and why it's necessary in documentation
[here](https://github.com/astral-sh/puffin/pull/319/files#diff-2b1c4f36af0c62a2b7bebeae9473ae083588f2a6b18a3ec52393a24266adecbbR20).
I think we could relax this constraint over time, but it requires a more
sophisticated model -- and for now, I just want something that's (1)
correct, (2) easy for us to reason about, and (3) easy for users to
reason about.
As additional motivation... allowing arbitrary URL dependencies anywhere
in the tree creates some really confusing situations in which I'm not
even sure what the right answers are. For example, assume you declare a
direct dependency on `Werkzeug==2.0.0`. You then depend on a version of
Flask that depends on a version of `Werkzeug` from some arbitrary URL.
You build the source distribution at that arbitrary URL, and it turns
out it _does_ build to a declared version of 2.0.0. What should happen?
(And if it resolves to a version that _isn't_ 2.0.0, what should happen
_then_?) I suspect different tools handle this differently, but it must
lead to a lot of "silent" failures. In my testing of Poetry, it seems
like Poetry just ignores the URL dependency, which seems wrong, but is
also a behavior we could implement in the future.
Closes https://github.com/astral-sh/puffin/issues/303.
Closes https://github.com/astral-sh/puffin/issues/284.
