chore(deps): bump the lockfile-minor-patch group with 4 updates

Bumps the lockfile-minor-patch group with 4 updates: [mpi4py](https://github.com/mpi4py/mpi4py), [numpy](https://github.com/numpy/numpy), [snakemake](https://github.com/snakemake/snakemake) and [black](https://github.com/psf/black).


Updates `mpi4py` from 4.1.1 to 4.1.2
- [Release notes](https://github.com/mpi4py/mpi4py/releases)
- [Changelog](https://github.com/mpi4py/mpi4py/blob/master/CHANGES.rst)
- [Commits](mpi4py/mpi4py@4.1.1...4.1.2)

Updates `numpy` from 2.4.4 to 2.4.6
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.4.4...v2.4.6)

Updates `snakemake` from 9.20.0 to 9.21.0
- [Release notes](https://github.com/snakemake/snakemake/releases)
- [Changelog](https://github.com/snakemake/snakemake/blob/main/CHANGELOG.md)
- [Commits](snakemake/snakemake@v9.20.0...v9.21.0)

Updates `black` from 26.3.1 to 26.5.1
- [Release notes](https://github.com/psf/black/releases)
- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)
- [Commits](psf/black@26.3.1...26.5.1)

---
updated-dependencies:
- dependency-name: mpi4py
  dependency-version: 4.1.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: lockfile-minor-patch
- dependency-name: numpy
  dependency-version: 2.4.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: lockfile-minor-patch
- dependency-name: snakemake
  dependency-version: 9.21.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: lockfile-minor-patch
- dependency-name: black
  dependency-version: 26.5.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: lockfile-minor-patch
...

Signed-off-by: dependabot[bot] <support@github.com>

Author: dependabot[bot]

pyproject.toml

@@ -26,9 +26,9 @@ dependencies = [
     "matplotlib>=3.10",
     "mccd>=1.2.4",
     "modopt>=1.6",
-    "mpi4py>=4.0",
+    "mpi4py>=4.1.2",
     "numba>=0.59",           # numpy 2 support
-    "numpy>=2.0",            # major 1 → 2
+    "numpy>=2.4.6",            # major 1 → 2
     "pandas>=3.0.3",           # major 2 → 3
     "python-dateutil",
     "python-pysap>=0.3",
@@ -58,7 +58,7 @@ doc = [
 jupyter = [
     "ipython>=8.18",
     "jupyterlab>=4.5.7",
-    "snakemake>=9.20.0",
+    "snakemake>=9.21.0",
 ]
 lint = [
     "black",