folium.FitBounds Does not work

I am unable to get the folium.map.fit_bounds() method to work. I can verify that this works when I use a jupyter notebook to render the map. But it does not work in streamlit. My code:

map = folium.Map(location=lat_long,zoom_start=6, tiles='cartodbpositron')
map.fit_bounds(bounds=bounds)
chloropeth = folium.Choropleth(
geo_data='DATA/shapes/tl_2021_{}_tract.json'.format(state_code),
data = merged_geo,
columns=('tract_code', 'internet_broadband%'),
line_opacity=0.2,
key_on='feature.properties.GEOID',
)
chloropeth.geojson.add_to(map)
st_map = st_folium(map,use_container_width=True,height=600)

I have also tried to directly add a folium.FitBounds object to the child:

map = folium.Map(location=lat_long,zoom_start=6, tiles='cartodbpositron')
fg = folium.FeatureGroup(name="State bounds")
fg.add_child(folium.FitBounds(bounds))
chloropeth = folium.Choropleth(
geo_data='DATA/shapes/tl_2021_{}_tract.json'.format(state_code),
data = merged_geo,
columns=('tract_code', 'internet_broadband%'),
line_opacity=0.2,
key_on='feature.properties.GEOID',
)
chloropeth.geojson.add_to(map)
st_map = st_folium(map,use_container_width=True,height=600,feature_group_to_add=fg)

My versions:

> pip list
Package                       Version
----------------------------- ------------
aiohttp                       3.8.6
aiosignal                     1.3.1
altair                        5.1.2
annotated-types               0.6.0
anyio                         3.7.1
argon2-cffi                   23.1.0
argon2-cffi-bindings          21.2.0
arrow                         1.3.0
asttokens                     2.2.1
async-lru                     2.0.4
async-timeout                 4.0.3
attrs                         23.1.0
azure-core                    1.29.5
azure-storage-blob            12.18.3
Babel                         2.13.0
backcall                      0.2.0
backports.functools-lru-cache 1.6.5
beautifulsoup4                4.12.2
bleach                        6.1.0
blinker                       1.6.3
boltons                       23.0.0
branca                        0.7.0
brotlipy                      0.7.0
cachetools                    5.3.2
census                        0.8.20
certifi                       2023.7.22
cffi                          1.15.1
charset-normalizer            2.0.4
click                         8.1.7
click-plugins                 1.1.1
cligj                         0.7.2
colorama                      0.4.6
comm                          0.1.4
conda-content-trust           0.1.3
conda-package-handling        2.1.0
conda_package_streaming       0.8.0
contourpy                     1.1.1
cryptography                  39.0.1
cycler                        0.12.1
dataclasses-json              0.6.1
debugpy                       1.6.6
decorator                     5.1.1
defusedxml                    0.7.1
exceptiongroup                1.1.3
executing                     1.2.0
fastjsonschema                2.18.1
fiona                         1.9.5
Flask                         3.0.0
folium                        0.14.0
fonttools                     4.43.1
fqdn                          1.5.1
frozenlist                    1.4.0
geopandas                     0.14.1
gitdb                         4.0.11
GitPython                     3.1.40
greenlet                      3.0.0
idna                          3.4
importlib-metadata            6.8.0
IProgress                     0.4
ipykernel                     6.21.2
ipython                       8.10.0
ipython-genutils              0.2.0
ipywidgets                    8.1.1
isodate                       0.6.1
isoduration                   20.11.0
itsdangerous                  2.1.2
jedi                          0.18.2
jellyfish                     0.11.2
Jinja2                        3.1.2
joblib                        1.3.2
json5                         0.9.14
jsonpatch                     1.33
jsonpointer                   2.1
jsonschema                    4.19.1
jsonschema-specifications     2023.7.1
jupyter                       1.0.0
jupyter_client                8.0.3
jupyter-console               6.6.3
jupyter_core                  5.2.0
jupyter-events                0.8.0
jupyter-lsp                   2.2.0
jupyter_server                2.8.0
jupyter_server_terminals      0.4.4
jupyterlab                    4.0.7
jupyterlab-pygments           0.2.2
jupyterlab_server             2.25.0
jupyterlab-widgets            3.0.9
kiwisolver                    1.4.5
langchain                     0.0.317
langsmith                     0.0.46
libmambapy                    1.4.1
markdown-it-py                3.0.0
MarkupSafe                    2.1.3
marshmallow                   3.20.1
matplotlib                    3.8.0
matplotlib-inline             0.1.6
mdurl                         0.1.2
menuinst                      1.4.19
mistune                       3.0.2
multidict                     6.0.4
mypy-extensions               1.0.0
nbclient                      0.8.0
nbconvert                     7.9.2
nbformat                      5.9.2
nest-asyncio                  1.5.6
notebook                      7.0.6
notebook_shim                 0.2.3
numpy                         1.26.1
openai                        0.28.1
overrides                     7.4.0
packaging                     23.0
pandas                        2.1.1
pandocfilters                 1.5.0
parso                         0.8.3
pickleshare                   0.7.5
Pillow                        10.1.0
pip                           23.3.1
platformdirs                  3.0.0
pluggy                        1.0.0
predictionguard               1.4.2
prometheus-client             0.17.1
prompt-toolkit                3.0.37
protobuf                      4.25.1
psutil                        5.9.4
pure-eval                     0.2.2
pyarrow                       14.0.1
pycosat                       0.6.4
pycparser                     2.21
pydantic                      2.4.2
pydantic_core                 2.10.1
pydeck                        0.8.0
Pygments                      2.14.0
pyOpenSSL                     23.0.0
pyparsing                     3.1.1
pyproj                        3.6.1
PySocks                       1.7.1
python-dateutil               2.8.2
python-json-logger            2.0.7
pytz                          2023.3.post1
pywin32                       305
pywinpty                      2.0.12
PyYAML                        6.0.1
pyzmq                         25.0.0
qtconsole                     5.4.4
QtPy                          2.4.0
referencing                   0.30.2
requests                      2.31.0
rfc3339-validator             0.1.4
rfc3986-validator             0.1.1
rich                          13.7.0
rpds-py                       0.10.6
ruamel.yaml                   0.17.21
scikit-learn                  1.3.1
scipy                         1.11.3
seaborn                       0.13.0
Send2Trash                    1.8.2
setuptools                    68.2.2
shapely                       2.0.2
six                           1.16.0
smmap                         5.0.1
sniffio                       1.3.0
soupsieve                     2.5
SQLAlchemy                    2.0.22
stack-data                    0.6.2
streamlit                     1.28.2
streamlit-folium              0.16.0
tabulate                      0.9.0
tenacity                      8.2.3
terminado                     0.17.1
threadpoolctl                 3.2.0
tinycss2                      1.2.1
toml                          0.10.2
toolz                         0.12.0
tornado                       6.2
tqdm                          4.65.0
traitlets                     5.9.0
types-python-dateutil         2.8.19.14
typing_extensions             4.8.0
typing-inspect                0.9.0
tzdata                        2023.3
tzlocal                       5.2
uri-template                  1.3.0
urllib3                       1.26.16
us                            3.1.1
validators                    0.22.0
watchdog                      3.0.0
wcwidth                       0.2.6
webcolors                     1.13
webencodings                  0.5.1
websocket-client              1.6.4
Werkzeug                      3.0.1
wheel                         0.41.2
widgetsnbextension            4.0.9
win-inet-pton                 1.1.0
xgboost                       2.0.2
yarl                          1.9.2
zipp                          3.17.0
zstandard                     0.19.0

randyzwitch / streamlit-folium

folium.FitBounds Does not work #152