GitHub user dosubot[bot] added a comment to the discussion: pypi installation 
vs. dependencies

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Hi @maederm! I'm [Dosu](https://go.dosu.dev/dosubot) and I'm helping the Apache 
Superset team.

Your observation is correct — there is a real gap between Docker and PyPI 
installations. The root cause is that Docker builds install from 
`requirements/base.txt` 
[[1]](https://github.com/apache/superset/blob/829e4d92d91ceae4b43b1ed3b063ffe45377799c/Dockerfile),
 which is a compiled lockfile with all transitive dependencies pinned to tested 
versions, while `pip install apache-superset` uses only `pyproject.toml` with 
version ranges and relies on dynamic resolution of transitive dependencies 
[[2]](https://github.com/apache/superset/blob/829e4d92d91ceae4b43b1ed3b063ffe45377799c/pyproject.toml).

Here's what's happening with your three workarounds:

- **`cachetools`** — This is a confirmed bug (#40962). Superset directly 
imports `cachetools` (in `aws_iam.py`), but it was only pulled in transitively 
via `google-auth`. When `google-auth` v2.53.0+ dropped `cachetools` from *its* 
dependencies, PyPI installs broke. Docker still works because `base.txt` pins 
`google-auth==2.43.0` which still includes it 
[[3]](https://github.com/apache/superset/issues/40962). This should be added as 
an explicit dependency in `pyproject.toml`.

- **`flask-sqlalchemy`** — The `pyproject.toml` doesn't pin this directly; it 
comes in via `flask-appbuilder` and `flask-migrate` 
[[4]](https://github.com/apache/superset/blob/829e4d92d91ceae4b43b1ed3b063ffe45377799c/requirements/base.txt#L134-L137).
 PyPI resolution can pull in v3.x, which has breaking API changes. Docker pins 
it to `2.5.1`.

- **`rich`** — This is a transitive dependency via `flask-limiter` 
[[5]](https://github.com/apache/superset/blob/829e4d92d91ceae4b43b1ed3b063ffe45377799c/requirements/base.txt#L339-L340)
 and isn't declared directly in `pyproject.toml`.

To answer your questions:

1. **Is `pyproject.toml` expected to be incomplete?** Not intentionally, but in 
practice it only declares top-level dependencies with loose ranges, and the 
project is primarily tested against the pinned `base.txt` versions. So yes, 
PyPI installs can drift into untested territory.

2. **Should you use `uv pip compile` with `base.txt`?** Using 
`requirements/base.txt` directly (or compiling from it) would give you the same 
pinned environment Docker uses — that's the most reliable approach for 
PyPI-based installs today.

3. **Can you contribute a fix?** Absolutely — adding `cachetools` as an 
explicit dependency in `pyproject.toml` (as suggested in #40962) and tightening 
the `flask-sqlalchemy` version constraint would be welcome contributions. These 
are legitimate gaps that affect PyPI users.


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GitHub link: 
https://github.com/apache/superset/discussions/41902#discussioncomment-17583648

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