Navigation links in headers do not work on databricks notebooks

[invalidarg]

Current Behaviour

When the links in the headers are clicked a new window opens

Expected Behaviour

Expected behavior would be to scroll down the the appropriate section.

This fixes the problem:

report_html = profile.to_html()
# hack to fix links in header
fix_link_script = f"""
document.querySelectorAll('a[href^="#"]').forEach(el => {{
    el.setAttribute('onclick', "event.preventDefault(); document.querySelector(this.getAttribute('href')).scrollIntoView({{ behavior: 'smooth' }});");
}});"""
report_html = report_html.replace("/* Link */", f"/* Link */ {fix_link_script}")
displayHTML(report_html)

Data Description

N/A

Code that reproduces the bug

profile = ProfileReport(df)

report_html = profile.to_html()
displayHTML(report_html)


profile.to_notebook_iframe() # same problem

pandas-profiling version

4.12.2

Dependencies

alembic==1.14.1
annotated-types==0.7.0
asttokens==2.0.5
astunparse==1.6.3
attrs==25.1.0
azure-core==1.30.2
azure-storage-blob==12.19.1
azure-storage-file-datalake==12.14.0
backcall==0.2.0
black==23.3.0
blinker==1.9.0
boto3==1.34.39
botocore==1.34.39
cachetools==5.3.3
certifi==2023.7.22
cffi==1.15.1
chardet==4.0.0
charset-normalizer==2.0.4
click==8.1.8
cloudpickle==2.2.1
comm==0.1.2
contourpy==1.0.5
cryptography==41.0.3
cycler==0.11.0
Cython==0.29.32
dacite==1.9.1
databricks-sdk==0.20.0
dbus-python==1.2.18
debugpy==1.6.7
decorator==5.1.1
Deprecated==1.2.18
distlib==0.3.8
distro==1.7.0
distro-info==1.1+ubuntu0.2
docker==7.1.0
entrypoints==0.4
executing==0.8.3
facets-overview==1.1.1
filelock==3.13.4
Flask==3.1.0
fonttools==4.25.0
gitdb==4.0.11
GitPython==3.1.43
google-api-core==2.18.0
google-auth==2.31.0
google-cloud-core==2.4.1
google-cloud-storage==2.17.0
google-crc32c==1.5.0
google-resumable-media==2.7.1
googleapis-common-protos==1.63.2
graphene==3.4.3
graphql-core==3.2.6
graphql-relay==3.2.0
greenlet==3.1.1
grpcio==1.60.0
grpcio-status==1.60.0
gunicorn==23.0.0
htmlmin==0.1.12
httplib2==0.20.2
idna==3.4
ImageHash==4.3.1
importlib-metadata==6.0.0
ipyflow-core==0.0.198
ipykernel==6.25.1
ipython==8.15.0
ipython-genutils==0.2.0
ipywidgets @ https://databricks-build-artifacts-manual-staging.s3-accelerate.amazonaws.com/ipywidgets/ipywidgets-7.7.2-2databricksnojsdeps-py2.py3-none-any.whl?AWSAccessKeyId=AKIAX7HWM34HCSVHYQ7M&Expires=2028837235&Signature=gJ%2BjzENPoM6UKsDxe1M3VIrgWco%3D#sha256=903ead20c8d40de671853515fcad2f34b43ebf3eff80e4df3f876b8dd64c903b
isodate==0.6.1
itsdangerous==2.2.0
jedi==0.18.1
jeepney==0.7.1
Jinja2==3.1.5
jmespath==0.10.0
joblib==1.2.0
jupyter_client==7.4.9
jupyter_core==5.3.0
keyring==23.5.0
kiwisolver==1.4.4
launchpadlib==1.10.16
lazr.restfulclient==0.14.4
lazr.uri==1.0.6
Mako==1.3.8
Markdown==3.7
MarkupSafe==3.0.2
matplotlib==3.7.2
matplotlib-inline==0.1.6
mlflow==2.20.1
mlflow-skinny==2.20.1
more-itertools==8.10.0
multimethod==1.12
mypy-extensions==0.4.3
nest-asyncio==1.5.6
networkx==3.4.2
numpy==1.23.5
oauthlib==3.2.0
opentelemetry-api==1.29.0
opentelemetry-sdk==1.29.0
opentelemetry-semantic-conventions==0.50b0
packaging==23.2
pandas==2.2.3
parso==0.8.3
pathspec==0.10.3
patsy==0.5.3
pexpect==4.8.0
phik==0.12.4
pickleshare==0.7.5
Pillow==9.4.0
platformdirs==3.10.0
plotly==5.9.0
prompt-toolkit==3.0.36
proto-plus==1.24.0
protobuf==4.24.1
psutil==5.9.0
psycopg2==2.9.3
ptyprocess==0.7.0
pure-eval==0.2.2
py4j==0.10.9.7
pyarrow==14.0.1
pyasn1==0.4.8
pyasn1-modules==0.2.8
pyccolo==0.0.52
pycparser==2.21
pydantic==2.10.6
pydantic_core==2.27.2
Pygments==2.15.1
PyGObject==3.42.1
PyJWT==2.3.0
pyodbc==4.0.39
pyparsing==3.0.9
pyspark==3.5.4
python-apt==2.4.0+ubuntu4
python-dateutil==2.8.2
python-lsp-jsonrpc==1.1.1
pytz==2022.7
PyWavelets==1.8.0
PyYAML==6.0
pyzmq==23.2.0
requests==2.31.0
rsa==4.9
s3transfer==0.10.2
scikit-learn==1.3.0
scipy==1.11.1
seaborn==0.12.2
SecretStorage==3.3.1
six==1.16.0
smmap==5.0.1
SQLAlchemy==2.0.37
sqlparse==0.5.0
ssh-import-id==5.11
stack-data==0.2.0
statsmodels==0.13.5
tabulate==0.9.0
tenacity==8.2.2
threadpoolctl==2.2.0
tokenize-rt==4.2.1
tornado==6.3.2
tqdm==4.67.1
traitlets==5.7.1
typeguard==4.4.1
typing_extensions==4.12.2
tzdata==2025.1
ujson==5.4.0
unattended-upgrades==0.1
urllib3==1.26.16
virtualenv==20.24.2
visions==0.7.6
wadllib==1.3.6
wcwidth==0.2.5
Werkzeug==3.1.3
wordcloud==1.9.4
wrapt==1.17.2
ydata-profiling==4.12.2
zipp==3.11.0

OS

No response

Checklist

• There is not yet another bug report for this issue in the issue tracker
• The problem is reproducible from this bug report. This guide can help to craft a minimal bug report.
• The issue has not been resolved by the entries listed under Common Issues.

[fabclmnt]

Hi @invalidarg ,

thank you for your reported issue. Given that you have already a solution suggested, I do invite you to contribute with a PR to have it fixed sooner.