Fix package build dependencies

[awaelchli]

What does this PR do?

1. Limits the max version of the package build dependencies such that external version updates don't compromise our CI stability. This recently happened here: Add atomic save to checkpoint routine #20011, https://github.com/Lightning-AI/pytorch-lightning/actions/runs/9668066713/job/26671522244?pr=20011

   Traceback (most recent call last):
     File "/opt/hostedtoolcache/Python/3.9.19/x64/bin/twine", line 5, in <module>
       from twine.__main__ import main
     File "/opt/hostedtoolcache/Python/3.9.19/x64/lib/python3.9/site-packages/twine/__init__.py", line 43, in <module>
       __license__ = metadata["license"]
     File "/opt/hostedtoolcache/Python/3.9.19/x64/lib/python3.9/site-packages/importlib_metadata/_adapters.py", line 54, in __getitem__
       raise KeyError(item)
   KeyError: 'license'
   

   Because the twine package has a dependency on importlib-metadata which brought an update.

2. Restricts the NumPy package since deepdiff is not compatible with numpy 2.0:

   tests_app/conftest.py:13: in <module>
       from lightning_app.core import constants
   ../src/lightning_app/__init__.py:33: in <module>
       from lightning_app.core.app import LightningApp  # noqa: E402
   ../src/lightning_app/core/__init__.py:1: in <module>
       from lightning_app.core.app import LightningApp
   ../src/lightning_app/core/app.py:25: in <module>
       from deepdiff import DeepDiff, Delta
   ../../../../hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages/deepdiff/__init__.py:10: in <module>
       from .diff import DeepDiff
   ../../../../hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages/deepdiff/diff.py:19: in <module>
       from deepdiff.helper import (strings, bytes_type, numbers, uuids, datetimes, ListItemRemovedOrAdded, notpresent,
   ../../../../hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages/deepdiff/helper.py:67: in <module>
       np_float_ = np.float_
   ../../../../hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages/numpy/__init__.py:[39](https://github.com/Lightning-AI/pytorch-lightning/actions/runs/9668637901/job/26673295463?pr=20015#step:16:40)7: in __getattr__
       raise AttributeError(
   E   AttributeError: `np.float_` was removed in the NumPy 2.0 release. Use `np.float64` instead.
   

cc @carmocca @Borda

[github-actions]

⚡ Required checks status: All passing 🟢

Groups summary

🟢 lightning_app: Tests workflow

Check ID	Status
app-pytest (macOS-11, lightning, 3.8, latest)	success	✅
app-pytest (macOS-11, lightning, 3.8, oldest)	success	✅
app-pytest (macOS-11, app, 3.9, latest)	success	✅
app-pytest (macOS-12, app, 3.11, latest)	success	✅
app-pytest (ubuntu-20.04, lightning, 3.8, latest)	success	✅
app-pytest (ubuntu-20.04, lightning, 3.8, oldest)	success	✅
app-pytest (ubuntu-20.04, app, 3.9, latest)	success	✅
app-pytest (ubuntu-22.04, app, 3.11, latest)	success	✅
app-pytest (windows-2022, lightning, 3.8, latest)	success	✅
app-pytest (windows-2022, lightning, 3.8, oldest)	success	✅
app-pytest (windows-2022, app, 3.8, latest)	success	✅
app-pytest (windows-2022, app, 3.11, latest)	success	✅

These checks are required after the changes to requirements/app/app.txt.

🟢 lightning_app: Examples

Check ID	Status
app-examples (macOS-11, lightning, 3.9, latest)	success	✅
app-examples (macOS-11, lightning, 3.9, oldest)	success	✅
app-examples (macOS-11, app, 3.9, latest)	success	✅
app-examples (ubuntu-20.04, lightning, 3.9, latest)	success	✅
app-examples (ubuntu-20.04, lightning, 3.9, oldest)	success	✅
app-examples (ubuntu-20.04, app, 3.9, latest)	success	✅
app-examples (windows-2022, lightning, 3.9, latest)	success	✅
app-examples (windows-2022, lightning, 3.9, oldest)	success	✅
app-examples (windows-2022, app, 3.9, latest)	success	✅

These checks are required after the changes to requirements/app/app.txt.

🟢 lightning_app: Docs

Check ID	Status
docs-make (app, doctest)	success	✅
docs-make (app, html)	success	✅

These checks are required after the changes to requirements/app/app.txt.

🟢 mypy

Check ID	Status
mypy	success	✅

These checks are required after the changes to requirements/app/app.txt, requirements/ci.txt.

🟢 install

Check ID	Status
install-pkg (ubuntu-22.04, app, 3.8)	success	✅
install-pkg (ubuntu-22.04, app, 3.11)	success	✅
install-pkg (ubuntu-22.04, fabric, 3.8)	success	✅
install-pkg (ubuntu-22.04, fabric, 3.11)	success	✅
install-pkg (ubuntu-22.04, pytorch, 3.8)	success	✅
install-pkg (ubuntu-22.04, pytorch, 3.11)	success	✅
install-pkg (ubuntu-22.04, lightning, 3.8)	success	✅
install-pkg (ubuntu-22.04, lightning, 3.11)	success	✅
install-pkg (ubuntu-22.04, notset, 3.8)	success	✅
install-pkg (ubuntu-22.04, notset, 3.11)	success	✅
install-pkg (macOS-12, app, 3.8)	success	✅
install-pkg (macOS-12, app, 3.11)	success	✅
install-pkg (macOS-12, fabric, 3.8)	success	✅
install-pkg (macOS-12, fabric, 3.11)	success	✅
install-pkg (macOS-12, pytorch, 3.8)	success	✅
install-pkg (macOS-12, pytorch, 3.11)	success	✅
install-pkg (macOS-12, lightning, 3.8)	success	✅
install-pkg (macOS-12, lightning, 3.11)	success	✅
install-pkg (macOS-12, notset, 3.8)	success	✅
install-pkg (macOS-12, notset, 3.11)	success	✅
install-pkg (windows-2022, app, 3.8)	success	✅
install-pkg (windows-2022, app, 3.11)	success	✅
install-pkg (windows-2022, fabric, 3.8)	success	✅
install-pkg (windows-2022, fabric, 3.11)	success	✅
install-pkg (windows-2022, pytorch, 3.8)	success	✅
install-pkg (windows-2022, pytorch, 3.11)	success	✅
install-pkg (windows-2022, lightning, 3.8)	success	✅
install-pkg (windows-2022, lightning, 3.11)	success	✅
install-pkg (windows-2022, notset, 3.8)	success	✅
install-pkg (windows-2022, notset, 3.11)	success	✅

These checks are required after the changes to requirements/app/app.txt, requirements/ci.txt.

---

Thank you for your contribution! 💜

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 81%. Comparing base (55b95f2) to head (12f691b).
Report is 80 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff            @@
##           master   #20015     +/-   ##
=========================================
- Coverage      84%      81%     -3%     
=========================================
  Files         426      426             
  Lines       35296    35296             
=========================================
- Hits        29695    28692   -1003     
- Misses       5601     6604   +1003