Bump the pip group across 1 directory with 9 updates

Bumps the pip group with 9 updates in the /docker/xgboost directory:

| Package | From | To |
| --- | --- | --- |
| [certifi](https://github.com/certifi/python-certifi) | `2023.7.22` | `2024.7.4` |
| [cryptography](https://github.com/pyca/cryptography) | `45.0.5` | `46.0.6` |
| [flask](https://github.com/pallets/flask) | `1.1.1` | `3.1.3` |
| [jinja2](https://github.com/pallets/jinja) | `2.11.3` | `3.1.6` |
| [pillow](https://github.com/python-pillow/Pillow) | `9.1.1` | `12.1.1` |
| [requests](https://github.com/psf/requests) | `2.32.3` | `2.33.0` |
| [urllib3](https://github.com/urllib3/urllib3) | `1.26.5` | `2.6.3` |
| [werkzeug](https://github.com/pallets/werkzeug) | `0.15.6` | `3.1.6` |
| [wheel](https://github.com/pypa/wheel) | `0.45.1` | `0.46.2` |



Updates `certifi` from 2023.7.22 to 2024.7.4
- [Commits](certifi/python-certifi@2023.07.22...2024.07.04)

Updates `cryptography` from 45.0.5 to 46.0.6
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](pyca/cryptography@45.0.5...46.0.6)

Updates `flask` from 1.1.1 to 3.1.3
- [Release notes](https://github.com/pallets/flask/releases)
- [Changelog](https://github.com/pallets/flask/blob/main/CHANGES.rst)
- [Commits](pallets/flask@1.1.1...3.1.3)

Updates `jinja2` from 2.11.3 to 3.1.6
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)
- [Commits](pallets/jinja@2.11.3...3.1.6)

Updates `pillow` from 9.1.1 to 12.1.1
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
- [Commits](python-pillow/Pillow@9.1.1...12.1.1)

Updates `requests` from 2.32.3 to 2.33.0
- [Release notes](https://github.com/psf/requests/releases)
- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)
- [Commits](psf/requests@v2.32.3...v2.33.0)

Updates `urllib3` from 1.26.5 to 2.6.3
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](urllib3/urllib3@1.26.5...2.6.3)

Updates `werkzeug` from 0.15.6 to 3.1.6
- [Release notes](https://github.com/pallets/werkzeug/releases)
- [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst)
- [Commits](pallets/werkzeug@0.15.6...3.1.6)

Updates `wheel` from 0.45.1 to 0.46.2
- [Release notes](https://github.com/pypa/wheel/releases)
- [Changelog](https://github.com/pypa/wheel/blob/main/docs/news.rst)
- [Commits](pypa/wheel@0.45.1...0.46.2)

---
updated-dependencies:
- dependency-name: certifi
  dependency-version: 2024.7.4
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: cryptography
  dependency-version: 46.0.6
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: flask
  dependency-version: 3.1.3
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: jinja2
  dependency-version: 3.1.6
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: pillow
  dependency-version: 12.1.1
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: requests
  dependency-version: 2.33.0
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: urllib3
  dependency-version: 2.6.3
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: werkzeug
  dependency-version: 3.1.6
  dependency-type: direct:production
  dependency-group: pip
- dependency-name: wheel
  dependency-version: 0.46.2
  dependency-type: direct:production
  dependency-group: pip
...

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

Author: dependabot[bot]

docker/xgboost/requirements.txt

@@ -1,33 +1,33 @@
 boto3==1.17.52
 botocore==1.20.52
-certifi==2023.7.22
-cryptography==45.0.5
+certifi==2024.7.4
+cryptography==46.0.6
 cuda-python==12.6.0
 dask-cuda==24.12.00
 dask[dataframe]==2024.11.2
-Flask==1.1.1
+Flask==3.1.3
 gevent==23.9.1
 gunicorn==23.0.0
 itsdangerous==2.0.1
-jinja2==2.11.3
+jinja2==3.1.6
 MarkupSafe==1.1.1
 matplotlib==3.9.2
 multi-model-server==1.1.2
 numba==0.61.0
 numpy==2.1.0
 pandas==2.2.3
-Pillow==9.1.1
+Pillow==12.1.1
 psutil==5.8.0
 pynvml==11.4.1
 python-dateutil==2.8.2
 PyYAML==6.0.1
-requests==2.32.3
+requests==2.33.0
 retrying==1.3.3
 sagemaker-containers==2.8.6.post2
 sagemaker-inference==1.5.5
 scikit-learn==1.5.2
 scipy==1.15.0
 setuptools<81
-urllib3==1.26.5
-Werkzeug==0.15.6
-wheel==0.45.1
+urllib3==2.6.3
+Werkzeug==3.1.6
+wheel==0.46.2