Panel in jupyterlab no interactivity

Hi,

Installed panel in Jupyterlab 3.2.3 following the Getting Started:
https://panel.holoviz.org/getting_started/index.html

Running a simple example:

import panel as pn
pn.extension()
pn.interact(lambda x: x+2, x=2)

shows the widget:
image
But the output value is not updated (4+2!=4) while changing the slider, i.e. there is no interactivity in Jupyterlab.
The widget is working in a regular Notebook.

Apparantly, an additional labextension can be installed for Jupyterlab:

Support for classic Jupyter Notebook is included with Panel. If you want to work with JupyterLab, you will also need to install the optional PyViz JupyterLab extension:
jupyter labextension install @pyviz/jupyterlab_pyviz

However, the documentation is not exactly clear on this as a few paragraphs below it states:

For versions of jupyterlab>=3.0 the necessary extension is automatically bundled in the pyviz_comms package, which must be >=2.0. However note that for version of jupyterlab<3.0 you must also manually install the JupyterLab extension with:
jupyter labextension install @pyviz/jupyterlab_pyviz

So apparantly for jupyterlab>=3.0, this labextension is not necessary. Furthermore, if i try to install the labextension anyway it fails with conflicting depencies (which makes sense considering the above):

(base) root@49a6b281e4c9:~# jupyter labextension install @pyviz/jupyterlab_pyviz
An error occurred.
ValueError: The extension "@pyviz/jupyterlab_pyviz" does not yet support the current version of JupyterLab.


Conflicting Dependencies:
JupyterLab                        Extension      Package
>=3.2.3 <3.3.0                    >=2.0.0 <3.0.0 @jupyterlab/application
>=3.2.3 <3.3.0                    >=2.0.0 <3.0.0 @jupyterlab/apputils
>=3.2.3 <3.3.0                    >=2.0.0 <3.0.0 @jupyterlab/notebook
>=3.2.3 <3.3.0                    >=2.0.0 <3.0.0 @jupyterlab/rendermime-interfaces
>=6.2.3 <6.3.0                    >=5.0.0 <6.0.0 @jupyterlab/services
See the log file for details:  /tmp/jupyterlab-debug-wmss12c_.log

But this does not help, as i still have no interactivity.
Anyone have an idea how to fix this?

(manpy) root@49a6b281e4c9:~# conda list
# packages in environment at /opt/conda/envs/manpy:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       1_gnu    conda-forge
alabaster                 0.7.12                   pypi_0    pypi
alsa-lib                  1.2.3                h516909a_0    conda-forge
anyio                     3.4.0            py39hf3d152e_0    conda-forge
argh                      0.26.2                   pypi_0    pypi
argon2-cffi               21.1.0           py39h3811e60_2    conda-forge
async_generator           1.10                       py_0    conda-forge
attrs                     21.2.0             pyhd8ed1ab_0    conda-forge
babel                     2.9.1              pyh44b312d_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
bleach                    4.1.0              pyhd8ed1ab_0    conda-forge
bokeh                     2.4.2            py39hf3d152e_0    conda-forge
brotli                    1.0.9                h7f98852_6    conda-forge
brotli-bin                1.0.9                h7f98852_6    conda-forge
brotlipy                  0.7.0           py39h3811e60_1003    conda-forge
ca-certificates           2021.10.8            ha878542_0    conda-forge
certifi                   2021.10.8                pypi_0    pypi
cffi                      1.15.0           py39h4bc2ebd_0    conda-forge
charset-normalizer        2.0.9              pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
coverage                  4.5.1                    pypi_0    pypi
cryptography              36.0.0           py39h95dcef6_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
debugpy                   1.5.1            py39he80948d_0    conda-forge
decorator                 5.1.0              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
docutils                  0.18.1                   pypi_0    pypi
entrypoints               0.3             pyhd8ed1ab_1003    conda-forge
expat                     2.4.2                h9c3ff4c_0    conda-forge
flake8                    3.5.0                    pypi_0    pypi
fontconfig                2.13.1            hba837de_1005    conda-forge
fonttools                 4.28.5           py39h3811e60_0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
gettext                   0.19.8.1          h73d1719_1008    conda-forge
gst-plugins-base          1.18.5               hf529b03_2    conda-forge
gstreamer                 1.18.5               h9f60fe5_2    conda-forge
icu                       68.2                 h9c3ff4c_0    conda-forge
idna                      3.3                      pypi_0    pypi
imagesize                 1.3.0                    pypi_0    pypi
importlib-metadata        4.8.2            py39hf3d152e_0    conda-forge
importlib_resources       5.4.0              pyhd8ed1ab_0    conda-forge
ipydrawio                 1.1.3              pyhd8ed1ab_0    conda-forge
ipykernel                 6.6.0            py39hef51801_0    conda-forge
ipython                   7.30.1           py39hf3d152e_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                7.6.5              pyhd8ed1ab_0    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.1           py39hf3d152e_0    conda-forge
jinja2                    3.0.3              pyhd8ed1ab_0    conda-forge
jpeg                      9d                   h36c2ea0_0    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                4.3.0              pyhd8ed1ab_0    conda-forge
jupyter_client            7.1.0              pyhd8ed1ab_0    conda-forge
jupyter_core              4.9.1            py39hf3d152e_1    conda-forge
jupyter_server            1.13.1             pyhd8ed1ab_0    conda-forge
jupyterlab                3.2.5              pyhd8ed1ab_0    conda-forge
jupyterlab-widgets        2.0.0b0                  pypi_0    pypi
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
jupyterlab_server         2.9.0              pyhd8ed1ab_0    conda-forge
kiwisolver                1.3.2            py39h1a9c180_1    conda-forge
krb5                      1.19.2               hcc1bbae_3    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
lerc                      3.0                  h9c3ff4c_0    conda-forge
libblas                   3.9.0           12_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h7f98852_6    conda-forge
libbrotlidec              1.0.9                h7f98852_6    conda-forge
libbrotlienc              1.0.9                h7f98852_6    conda-forge
libcblas                  3.9.0           12_linux64_openblas    conda-forge
libclang                  11.1.0          default_ha53f305_1    conda-forge
libdeflate                1.8                  h7f98852_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libevent                  2.1.10               h9b69904_4    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libgcc-ng                 11.2.0              h1d223b6_11    conda-forge
libgfortran-ng            11.2.0              h69a702a_11    conda-forge
libgfortran5              11.2.0              h5c6108e_11    conda-forge
libglib                   2.70.2               h174f98d_0    conda-forge
libgomp                   11.2.0              h1d223b6_11    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
liblapack                 3.9.0           12_linux64_openblas    conda-forge
libllvm11                 11.1.0               hf817b99_2    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.18          pthreads_h8fe5266_0    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libpq                     13.5                 hd57d9b9_1    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_11    conda-forge
libtiff                   4.3.0                h6f004c6_2    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libwebp-base              1.2.1                h7f98852_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.0.3                he3ba5ed_0    conda-forge
libxml2                   2.9.12               h72842e0_0    conda-forge
libxslt                   1.1.33               h15afd5d_2    conda-forge
libzlib                   1.2.11            h36c2ea0_1013    conda-forge
lxml                      4.7.1            py39h107f48f_0    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
manpy                     0.1.2                    pypi_0    pypi
markdown                  3.3.6              pyhd8ed1ab_0    conda-forge
markupsafe                2.0.1            py39h3811e60_1    conda-forge
matplotlib                3.5.1            py39hf3d152e_0    conda-forge
matplotlib-base           3.5.1            py39h2fa2bec_0    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mccabe                    0.6.1                    pypi_0    pypi
mistune                   0.8.4           py39h3811e60_1005    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mysql-common              8.0.27               ha770c72_3    conda-forge
mysql-libs                8.0.27               hfa10184_3    conda-forge
nbclassic                 0.3.4              pyhd8ed1ab_0    conda-forge
nbclient                  0.5.9              pyhd8ed1ab_0    conda-forge
nbconvert                 6.3.0            py39hf3d152e_1    conda-forge
nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
ncurses                   6.2                  h58526e2_4    conda-forge
nest-asyncio              1.5.4              pyhd8ed1ab_0    conda-forge
notebook                  6.4.6              pyha770c72_0    conda-forge
nspr                      4.32                 h9c3ff4c_1    conda-forge
nss                       3.73                 hb5efdd6_0    conda-forge
numpy                     1.22.0rc2                pypi_0    pypi
olefile                   0.46               pyh9f0ad1d_1    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   1.1.1l               h7f98852_0    conda-forge
packaging                 21.3               pyhd8ed1ab_0    conda-forge
pandas                    1.3.5                    pypi_0    pypi
pandoc                    2.16.2               h7f98852_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
panel                     0.12.6                     py_0    pyviz
param                     1.12.0                     py_0    pyviz
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
pathtools                 0.1.2                    pypi_0    pypi
pcre                      8.45                 h9c3ff4c_0    conda-forge
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    8.4.0            py39ha612740_0    conda-forge
pip                       18.1                     pypi_0    pypi
pkginfo                   1.8.2                    pypi_0    pypi
plotly                    5.4.0              pyhd8ed1ab_0    conda-forge
prometheus_client         0.12.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.24             pyha770c72_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pycodestyle               2.3.1                    pypi_0    pypi
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyct                      0.4.8                      py_0    pyviz
pyct-core                 0.4.8                      py_0    pyviz
pyflakes                  1.6.0                    pypi_0    pypi
pygments                  2.10.0             pyhd8ed1ab_0    conda-forge
pyopenssl                 21.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.6              pyhd8ed1ab_0    conda-forge
pyqt                      5.12.3           py39hf3d152e_8    conda-forge
pyqt-impl                 5.12.3           py39hde8b62d_8    conda-forge
pyqt5-sip                 4.19.18          py39he80948d_8    conda-forge
pyqtchart                 5.12             py39h0fcd23e_8    conda-forge
pyqtwebengine             5.12.1           py39h0fcd23e_8    conda-forge
pyrsistent                0.18.0           py39h3811e60_0    conda-forge
pysocks                   1.7.1            py39hf3d152e_4    conda-forge
python                    3.9.7           hb7a2778_3_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python_abi                3.9                      2_cp39    conda-forge
pytz                      2021.3             pyhd8ed1ab_0    conda-forge
pyviz_comms               2.1.0                      py_0    pyviz
pyyaml                    6.0              py39h3811e60_3    conda-forge
pyzmq                     22.3.0           py39h37b5a0c_1    conda-forge
qt                        5.12.9               hda022c4_4    conda-forge
readline                  8.1                  h46c0cb4_0    conda-forge
readme-renderer           32.0                     pypi_0    pypi
requests                  2.26.0             pyhd8ed1ab_1    conda-forge
requests-toolbelt         0.9.1                    pypi_0    pypi
scipy                     1.7.3            py39hee8e79c_0    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                59.6.0           py39hf3d152e_0    conda-forge
simpy                     3.0.13                   pypi_0    pypi
six                       1.16.0             pyh6c4a22f_0    conda-forge
sniffio                   1.2.0            py39hf3d152e_2    conda-forge
snowballstemmer           2.2.0                    pypi_0    pypi
sphinx                    1.8.1                    pypi_0    pypi
sphinxcontrib-serializinghtml 1.1.5                    pypi_0    pypi
sphinxcontrib-websupport  1.2.4                    pypi_0    pypi
sqlite                    3.37.0               h9cd32fc_0    conda-forge
tenacity                  8.0.1              pyhd8ed1ab_0    conda-forge
terminado                 0.12.1           py39hf3d152e_1    conda-forge
testpath                  0.5.0              pyhd8ed1ab_0    conda-forge
tk                        8.6.11               h27826a3_1    conda-forge
tornado                   6.1              py39h3811e60_2    conda-forge
tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
twine                     1.12.1                   pypi_0    pypi
typing_extensions         4.0.1              pyha770c72_0    conda-forge
tzdata                    2021e                he74cb21_0    conda-forge
urllib3                   1.26.7             pyhd8ed1ab_0    conda-forge
watchdog                  0.9.0                    pypi_0    pypi
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                    pypi_0    pypi
websocket-client          1.2.3              pyhd8ed1ab_0    conda-forge
wheel                     0.32.1                   pypi_0    pypi
widgetsnbextension        3.5.2            py39hf3d152e_1    conda-forge
xlrd                      1.2.0                    pypi_0    pypi
xlwt                      1.3.0                    pypi_0    pypi
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zipp                      3.6.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h36c2ea0_1013    conda-forge
zope-dottedname           4.3                      pypi_0    pypi
zstd                      1.5.0                ha95c52a_0    conda-forge

Hi @nlooije !

I got your snippet working with the same versions of jupyterlab and panel as yours (3.2.5 and 0.12.6, respectively). So it’s strange. Maybe check your browser console to see if there are some error messages when you try to run the code? But I’d recommend just creating a fresh environment and see how that goes. Also as a side note, don’t use pip too much in a conda environment (what I usually do when I have to install something with pip because it’s not on conda is to run pip only after I’ve installed everything else with conda).

And you’re right the documentation is a little confusion, I’ll update it.

Hey @maximlt

I tried installing in a new environment but still not working.
I am seeing an error in the console:

523.cf94b68f6edde7eefd61.js:1 Error: widget model not found
    at x.get_model (523.cf94b68f6edde7eefd61.js:1)
    at u.renderModel (523.cf94b68f6edde7eefd61.js:1)
renderModel @ 523.cf94b68f6edde7eefd61.js:1
await in renderModel (async)
_rerender @ 523.cf94b68f6edde7eefd61.js:1
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
restoreWidgets @ 523.cf94b68f6edde7eefd61.js:1
await in restoreWidgets (async)
_handleKernelConnectionStatusChange @ 523.cf94b68f6edde7eefd61.js:1
(anonymous) @ 523.cf94b68f6edde7eefd61.js:1
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
_onConnectionStatusChanged @ sessioncontext.js:672
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
onKernelConnectionStatus @ default.js:299
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
_updateConnectionStatus @ default.js:1144
_onWSOpen @ default.js:86
523.cf94b68f6edde7eefd61.js:1 Error: widget model not found
    at x.get_model (523.cf94b68f6edde7eefd61.js:1)
    at u.renderModel (523.cf94b68f6edde7eefd61.js:1)
renderModel @ 523.cf94b68f6edde7eefd61.js:1
await in renderModel (async)
_rerender @ 523.cf94b68f6edde7eefd61.js:1
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
restoreWidgets @ 523.cf94b68f6edde7eefd61.js:1
await in restoreWidgets (async)
_handleKernelConnectionStatusChange @ 523.cf94b68f6edde7eefd61.js:1
(anonymous) @ 523.cf94b68f6edde7eefd61.js:1
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
_onConnectionStatusChanged @ sessioncontext.js:672
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
onKernelConnectionStatus @ default.js:299
m @ index.es6.js:461
l @ index.es6.js:416
e.emit @ index.es6.js:99
_updateConnectionStatus @ default.js:1144
_onWSOpen @ default.js:86

Googling for the error return two hits but neither lead to a solution as far as i can find

the labextension seems to be loaded in the environemnt:

(manpy_gui) root@49a6b281e4c9:~# jupyter labextension list
Config option `kernel_spec_manager_class` not recognized by `ListLabExtensionsApp`.
[W 2021-12-23 12:04:33.439 LabApp] Config option `kernel_spec_manager_class` not recognized by `LabApp`.
JupyterLab v3.2.5
/opt/conda/envs/manpy_gui/share/jupyter/labextensions
        @pyviz/jupyterlab_pyviz v2.1.0 enabled OK (python, pyviz_comms)

Actually also getting another error on refreshing the webpage:

Uncaught TypeError: Cannot read properties of undefined (reading 'set_log_level')
    at inline_js (eval at evalInContext (index.js:12), <anonymous>:131:13)
    at run_inline_js (eval at evalInContext (index.js:12), <anonymous>:139:22)
    at eval (eval at evalInContext (index.js:12), <anonymous>:154:7)
    at eval (eval at evalInContext (index.js:12), <anonymous>:23:11)
    at Array.forEach (<anonymous>)
    at run_callbacks (eval at evalInContext (index.js:12), <anonymous>:21:36)
    at HTMLLinkElement.on_load (eval at evalInContext (index.js:12), <anonymous>:51:9)

Comparing to the working example in a Notebook i noticed some differences in the log:

Notebook:

Lab does not show the extensions loaded, only the [bokeh] logs.

Is this difference normal, or should lab also load those extensions? May be it does but just doesn’t log it?

I’m not super well versed in the Jupyter extensions system so I don’t really know how to help you more, for now. I’m not surprised by the differences between the Classic notebook and JupyterLab, there are I believe lots of differences in how they handle extensions. But of course what you’re trying to do should work! Maybe sharing the output of conda list, conda info, jupyter labextension list and jupyter lab --show-config would help, if you don’t mind.

A shot in the dark, but can you try installing panel in the base environment if you haven’t already?

2 Likes

@Hoxbro that seems to have solved the problem

1 Like

Awesome! I had a similar problem recently, but thought it was related to something I had done myself. But it seems to be a more general problem, so can you make an issue on GitHub about this?

1 Like

Wow this is such a strange thing! @nlooije I’d still be interest in the outputs of the commands I suggested you to run :upside_down_face:

@maximlt here you go, in two parts because of character limits :expressionless:

Environment:

conda list
(manpy_gui) root@49a6b281e4c9:~# conda list
# packages in environment at /opt/conda/envs/manpy_gui:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       1_gnu    conda-forge
anyio                     3.4.0           py310hff52083_0    conda-forge
argon2-cffi               21.1.0          py310h6acc77f_2    conda-forge
async_generator           1.10                       py_0    conda-forge
attrs                     21.2.0             pyhd8ed1ab_0    conda-forge
babel                     2.9.1              pyh44b312d_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
bleach                    4.1.0              pyhd8ed1ab_0    conda-forge
bokeh                     2.4.2           py310hff52083_0    conda-forge
brotlipy                  0.7.0           py310h6acc77f_1003    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
ca-certificates           2021.10.8            ha878542_0    conda-forge
certifi                   2021.10.8       py310hff52083_1    conda-forge
cffi                      1.15.0          py310h0fdd8cc_0    conda-forge
charset-normalizer        2.0.9              pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
cryptography              36.0.1          py310h685ca39_0    conda-forge
debugpy                   1.5.1           py310h122e73d_0    conda-forge
decorator                 5.1.0              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
entrypoints               0.3             pyhd8ed1ab_1003    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
icu                       69.1                 h9c3ff4c_0    conda-forge
idna                      3.1                pyhd3deb0d_0    conda-forge
importlib-metadata        4.10.0          py310hff52083_0    conda-forge
importlib_resources       5.4.0              pyhd8ed1ab_0    conda-forge
ipykernel                 6.6.0           py310hfdc917e_0    conda-forge
ipython                   7.30.1          py310hff52083_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                7.6.5              pyhd8ed1ab_0    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.1          py310hff52083_0    conda-forge
jinja2                    3.0.3              pyhd8ed1ab_0    conda-forge
jpeg                      9d                   h36c2ea0_0    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                4.3.2              pyhd8ed1ab_0    conda-forge
jupyter_bokeh             3.0.4                      py_0    bokeh
jupyter_client            7.1.0              pyhd8ed1ab_0    conda-forge
jupyter_core              4.9.1           py310hff52083_1    conda-forge
jupyter_server            1.13.1             pyhd8ed1ab_0    conda-forge
jupyterlab                3.2.5              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
jupyterlab_server         2.10.1             pyhd8ed1ab_0    conda-forge
jupyterlab_widgets        1.0.2              pyhd8ed1ab_0    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
lerc                      3.0                  h9c3ff4c_0    conda-forge
libblas                   3.9.0           12_linux64_openblas    conda-forge
libcblas                  3.9.0           12_linux64_openblas    conda-forge
libdeflate                1.8                  h7f98852_0    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libgcc-ng                 11.2.0              h1d223b6_11    conda-forge
libgfortran-ng            11.2.0              h69a702a_11    conda-forge
libgfortran5              11.2.0              h5c6108e_11    conda-forge
libgomp                   11.2.0              h1d223b6_11    conda-forge
liblapack                 3.9.0           12_linux64_openblas    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libopenblas               0.3.18          pthreads_h8fe5266_0    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_11    conda-forge
libtiff                   4.3.0                h6f004c6_2    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libuv                     1.42.0               h7f98852_0    conda-forge
libwebp-base              1.2.1                h7f98852_0    conda-forge
libzlib                   1.2.11            h36c2ea0_1013    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
markdown                  3.3.6              pyhd8ed1ab_0    conda-forge
markupsafe                2.0.1           py310h6acc77f_1    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mistune                   0.8.4           py310h6acc77f_1005    conda-forge
nb_conda_kernels          2.3.1           py310hff52083_1    conda-forge
nbclassic                 0.3.4              pyhd8ed1ab_0    conda-forge
nbclient                  0.5.9              pyhd8ed1ab_0    conda-forge
nbconvert                 6.3.0           py310hff52083_1    conda-forge
nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
ncurses                   6.2                  h58526e2_4    conda-forge
nest-asyncio              1.5.4              pyhd8ed1ab_0    conda-forge
nodejs                    17.1.0               h8ca31f7_2    conda-forge
notebook                  6.4.6              pyha770c72_0    conda-forge
numpy                     1.21.5          py310h647a097_0    conda-forge
olefile                   0.46               pyh9f0ad1d_1    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   1.1.1l               h7f98852_0    conda-forge
packaging                 21.3               pyhd8ed1ab_0    conda-forge
pandoc                    2.16.2               h7f98852_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
panel                     0.12.6                     py_0    pyviz
param                     1.12.0                     py_0    pyviz
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    8.4.0           py310h07f4688_0    conda-forge
pip                       21.3.1             pyhd8ed1ab_0    conda-forge
prometheus_client         0.12.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.24             pyha770c72_0    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyct                      0.4.8                      py_0    pyviz
pyct-core                 0.4.8                      py_0    pyviz
pygments                  2.10.0             pyhd8ed1ab_0    conda-forge
pyopenssl                 21.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.6              pyhd8ed1ab_0    conda-forge
pyrsistent                0.18.0          py310h6acc77f_0    conda-forge
pysocks                   1.7.1           py310hff52083_4    conda-forge
python                    3.10.1          h62f1059_2_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python_abi                3.10                    2_cp310    conda-forge
pytz                      2021.3             pyhd8ed1ab_0    conda-forge
pyviz_comms               2.1.0                      py_0    pyviz
pyyaml                    6.0             py310h6acc77f_3    conda-forge
pyzmq                     22.3.0          py310h675a958_1    conda-forge
readline                  8.1                  h46c0cb4_0    conda-forge
requests                  2.26.0             pyhd8ed1ab_1    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                60.0.4          py310hff52083_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
sniffio                   1.2.0           py310hff52083_2    conda-forge
sqlite                    3.37.0               h9cd32fc_0    conda-forge
terminado                 0.12.1          py310hff52083_1    conda-forge
testpath                  0.5.0              pyhd8ed1ab_0    conda-forge
tk                        8.6.11               h27826a3_1    conda-forge
tornado                   6.1             py310h6acc77f_2    conda-forge
tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
typing_extensions         4.0.1              pyha770c72_0    conda-forge
tzdata                    2021e                he74cb21_0    conda-forge
urllib3                   1.26.7             pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          1.2.3              pyhd8ed1ab_0    conda-forge
wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
widgetsnbextension        3.5.2           py310hff52083_1    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zipp                      3.6.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h36c2ea0_1013    conda-forge
zstd                      1.5.0                ha95c52a_0    conda-forge
conda info
(manpy_gui) root@49a6b281e4c9:~# conda info

     active environment : manpy_gui
    active env location : /opt/conda/envs/manpy_gui
            shell level : 2
       user config file : /home/jovyan/.condarc
 populated config files : /opt/conda/.condarc
          conda version : 4.10.3
    conda-build version : not installed
         python version : 3.9.7.final.0
       virtual packages : __linux=5.4.0=0
                          __glibc=2.31=0
                          __unix=0=0
                          __archspec=1=x86_64
       base environment : /opt/conda  (writable)
      conda av data dir : /opt/conda/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
          package cache : /opt/conda/pkgs
                          /home/jovyan/.conda/pkgs
       envs directories : /opt/conda/envs
                          /home/jovyan/.conda/envs
               platform : linux-64
             user-agent : conda/4.10.3 requests/2.26.0 CPython/3.9.7 Linux/5.4.0-91-generic ubuntu/20.04.3 glibc/2.31
                UID:GID : 0:0
             netrc file : None
           offline mode : False
jupyter labextension list
(manpy_gui) root@49a6b281e4c9:~# jupyter labextension list
Config option `kernel_spec_manager_class` not recognized by `ListLabExtensionsApp`.
[W 2021-12-28 13:18:48.385 LabApp] Config option `kernel_spec_manager_class` not recognized by `LabApp`.
JupyterLab v3.2.5
/opt/conda/envs/manpy_gui/share/jupyter/labextensions
        @pyviz/jupyterlab_pyviz v2.1.0 enabled OK (python, pyviz_comms)
        @bokeh/jupyter_bokeh v3.0.4 enabled OK (python, jupyter_bokeh)
        @jupyter-widgets/jupyterlab-manager v3.0.1 enabled OK (python, jupyterlab_widgets)

Other labextensions (built into JupyterLab)
   app dir: /opt/conda/envs/manpy_gui/share/jupyter/lab
jupyter lab --show-config
(manpy_gui) root@49a6b281e4c9:~# jupyter lab --show-config
[W 2021-12-28 13:19:08.768 LabApp] Config option `kernel_spec_manager_class` not recognized by `LabApp`.
[W 2021-12-28 13:19:08.771 LabApp] Config option `kernel_spec_manager_class` not recognized by `LabApp`.
[W 2021-12-28 13:19:08.777 LabApp] Config option `kernel_spec_manager_class` not recognized by `LabApp`.
[I 2021-12-28 13:19:08.777 ServerApp] jupyterlab | extension was successfully linked.
[W 2021-12-28 13:19:08.779 NotebookApp] Config option `kernel_spec_manager_class` not recognized by `NotebookApp`.
[W 2021-12-28 13:19:08.781 NotebookApp] 'ip' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:19:08.781 NotebookApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:19:08.781 NotebookApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:19:08.781 NotebookApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:19:08.783 NotebookApp] Config option `kernel_spec_manager_class` not recognized by `NotebookApp`.
[W 2021-12-28 13:19:08.787 NotebookApp] Config option `kernel_spec_manager_class` not recognized by `NotebookApp`.
[I 2021-12-28 13:19:09.492 ServerApp] panel.io.jupyter_server_extension | extension was found and enabled by nbclassic. Consider moving the extension to Jupyter Server's extension paths.
[I 2021-12-28 13:19:09.492 ServerApp] nbclassic | extension was successfully linked.
[I 2021-12-28 13:19:09.749 ServerApp] [nb_conda_kernels] enabled, 5 kernels found
[I 2021-12-28 13:19:09.765 ServerApp] nbclassic | extension was successfully loaded.
[I 2021-12-28 13:19:09.766 LabApp] JupyterLab extension loaded from /opt/conda/envs/manpy_gui/lib/python3.10/site-packages/jupyterlab
[I 2021-12-28 13:19:09.766 LabApp] JupyterLab application directory is /opt/conda/envs/manpy_gui/share/jupyter/lab
[I 2021-12-28 13:19:09.769 ServerApp] jupyterlab | extension was successfully loaded.
[I 2021-12-28 13:19:09.769 ServerApp] The port 8888 is already in use, trying another port.
Loaded config files:
  /opt/conda/envs/manpy_gui/etc/jupyter/jupyter_config.json
  /etc/jupyter/jupyter_server_config.py

FileContentsManager
  .delete_to_trash = False
JupyterApp
  .kernel_spec_manager_class = 'nb_conda_kernels.CondaKernelSpecManager'
NotebookApp
  .nbserver_extensions = {'panel.io.jupyter_server_extension': False}
  .open_browser = False
ServerApp
  .default_url = '/lab'
  .file_url_prefix = '/lab/tree'
  .ip = '0.0.0.0'
  .jpserver_extensions = <LazyConfigValue value={'jupyterlab': True, 'nbclassic': True}>
  .open_browser = False
  .port = 8888

Base:

conda info
(base) root@49a6b281e4c9:~# conda info

     active environment : base
    active env location : /opt/conda
            shell level : 1
       user config file : /home/jovyan/.condarc
 populated config files : /opt/conda/.condarc
          conda version : 4.10.3
    conda-build version : not installed
         python version : 3.9.7.final.0
       virtual packages : __linux=5.4.0=0
                          __glibc=2.31=0
                          __unix=0=0
                          __archspec=1=x86_64
       base environment : /opt/conda  (writable)
      conda av data dir : /opt/conda/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
          package cache : /opt/conda/pkgs
                          /home/jovyan/.conda/pkgs
       envs directories : /opt/conda/envs
                          /home/jovyan/.conda/envs
               platform : linux-64
             user-agent : conda/4.10.3 requests/2.26.0 CPython/3.9.7 Linux/5.4.0-91-generic ubuntu/20.04.3 glibc/2.31
                UID:GID : 0:0
             netrc file : None
           offline mode : False
jupyter labextension list
(base) root@49a6b281e4c9:~# jupyter labextension list
JupyterLab v3.2.3
/opt/conda/share/jupyter/labextensions
        jupyter-matplotlib v0.10.2 enabled OK
        @jupyter-widgets/jupyterlab-manager v3.0.1 enabled OK (python, jupyterlab_widgets)
        @pyviz/jupyterlab_pyviz v2.1.0 enabled OK (python, pyviz_comms)
        @deathbeds/ipydrawio v1.1.3 enabled OK (python, ipydrawio)
        @deathbeds/ipydrawio-jupyter-templates v1.1.3 enabled OK (python, ipydrawio)
        @deathbeds/ipydrawio-webpack v15.8.700 enabled OK (python, ipydrawio)
        @deathbeds/ipydrawio-notebook v1.1.3 enabled OK (python, ipydrawio)
        @bokeh/jupyter_bokeh v3.0.4 enabled OK (python, jupyter_bokeh)

Other labextensions (built into JupyterLab)
   app dir: /opt/conda/share/jupyter/lab
        jupyterlab-plotly v5.4.0 enabled OK
        jupyterlab-spreadsheet v0.4.1 enabled OK
jupyter lab --show-config
(base) root@49a6b281e4c9:~# jupyter lab --show-config
[I 2021-12-28 13:23:55.949 ServerApp] jupyterlab | extension was successfully linked.
[W 2021-12-28 13:23:55.952 NotebookApp] 'ip' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:23:55.952 NotebookApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:23:55.952 NotebookApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
[W 2021-12-28 13:23:55.952 NotebookApp] 'port' has moved from NotebookApp to ServerApp. This config will be passed to ServerApp. Be sure to update your config before our next release.
NumExpr defaulting to 8 threads.
[I 2021-12-28 13:23:56.818 ServerApp] panel.io.jupyter_server_extension | extension was found and enabled by nbclassic. Consider moving the extension to Jupyter Server's extension paths.
[I 2021-12-28 13:23:56.818 ServerApp] nbclassic | extension was successfully linked.
[I 2021-12-28 13:23:56.839 ServerApp] nbclassic | extension was successfully loaded.
[I 2021-12-28 13:23:56.840 LabApp] JupyterLab extension loaded from /opt/conda/lib/python3.9/site-packages/jupyterlab
[I 2021-12-28 13:23:56.840 LabApp] JupyterLab application directory is /opt/conda/share/jupyter/lab
[I 2021-12-28 13:23:56.843 ServerApp] jupyterlab | extension was successfully loaded.
[I 2021-12-28 13:23:56.843 ServerApp] The port 8888 is already in use, trying another port.
Loaded config files:
  /etc/jupyter/jupyter_server_config.py

FileContentsManager
  .delete_to_trash = False
NotebookApp
  .nbserver_extensions = {'panel.io.jupyter_server_extension': False}
  .open_browser = False
ServerApp
  .default_url = '/lab'
  .file_url_prefix = '/lab/tree'
  .ip = '0.0.0.0'
  .jpserver_extensions = <LazyConfigValue value={'jupyterlab': True, 'nbclassic': True}>
  .open_browser = False
  .port = 8888

Base pt2:

conda list pt1
(base) root@49a6b281e4c9:~# conda list
# packages in environment at /opt/conda:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    cf
_openmp_mutex             4.5                      1_llvm    cf
_r-mutex                  1.0.1               anacondar_1    cf
alembic                   1.7.5              pyhd8ed1ab_0    cf
altair                    4.1.0                      py_1    cf
anyio                     3.3.4            py39hf3d152e_1    cf
appdirs                   1.4.4              pyh9f0ad1d_0    cf
argon2-cffi               21.1.0           py39h3811e60_2    cf
async_generator           1.10                       py_0    cf
attrs                     21.2.0             pyhd8ed1ab_0    cf
babel                     2.9.1              pyh44b312d_0    cf
backcall                  0.2.0              pyh9f0ad1d_0    cf
backports                 1.0                        py_2    cf
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    cf
beautifulsoup4            4.10.0             pyha770c72_0    cf
binutils_impl_linux-64    2.36.1               h193b22a_2    cf
binutils_linux-64         2.36                 hf3e587d_1    cf
blas                      2.112                  openblas    cf
blas-devel                3.9.0           12_linux64_openblas    cf
bleach                    4.1.0              pyhd8ed1ab_0    cf
blinker                   1.4                        py_1    cf
blosc                     1.21.0               h9c3ff4c_0    cf
bokeh                     2.4.1            py39hf3d152e_2    cf
bottleneck                1.3.2            py39hce5d2b2_5    cf
brotli                    1.0.9                h7f98852_6    cf
brotli-bin                1.0.9                h7f98852_6    cf
brotlipy                  0.7.0           py39h3811e60_1003    cf
brunsli                   0.1                  h9c3ff4c_0    cf
bwidget                   1.9.14               ha770c72_1    cf
bzip2                     1.0.8                h7f98852_4    cf
c-ares                    1.18.1               h7f98852_0    cf
c-blosc2                  2.0.4                h5f21a17_1    cf
ca-certificates           2021.10.8            ha878542_0    cf
cached-property           1.5.2                hd8ed1ab_1    cf
cached_property           1.5.2              pyha770c72_1    cf
cairo                     1.16.0            h6cf1ce9_1008    cf
certifi                   2021.10.8        py39hf3d152e_1    cf
certipy                   0.1.3                      py_0    cf
cffi                      1.15.0           py39h4bc2ebd_0    cf
cfitsio                   4.0.0                h9a35b8e_0    cf
chardet                   4.0.0            py39hf3d152e_2    cf
charls                    2.2.0                h9c3ff4c_0    cf
charset-normalizer        2.0.0              pyhd8ed1ab_0    cf
click                     8.0.3            py39hf3d152e_1    cf
cloudpickle               2.0.0              pyhd8ed1ab_0    cf
colorama                  0.4.4              pyh9f0ad1d_0    cf
conda                     4.10.3           py39hf3d152e_3    cf
conda-package-handling    1.7.3            py39h3811e60_1    cf
configurable-http-proxy   4.2.3           node12_hac6e442_0    cf
cryptography              35.0.0           py39h95dcef6_2    cf
curl                      7.80.0               h2574ce0_0    cf
cycler                    0.11.0             pyhd8ed1ab_0    cf
cython                    0.29.24          py39he80948d_1    cf
cytoolz                   0.11.2           py39h3811e60_1    cf
dask                      2021.11.1          pyhd8ed1ab_0    cf
dask-core                 2021.11.1          pyhd8ed1ab_0    cf
debugpy                   1.5.1            py39he80948d_0    cf
decorator                 5.1.0              pyhd8ed1ab_0    cf
defusedxml                0.7.1              pyhd8ed1ab_0    cf
dill                      0.3.4              pyhd8ed1ab_0    cf
distributed               2021.11.1        py39hf3d152e_0    cf
entrypoints               0.3             py39hde42818_1002    cf
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    cf
font-ttf-inconsolata      3.000                h77eed37_0    cf
font-ttf-source-code-pro  2.038                h77eed37_0    cf
font-ttf-ubuntu           0.83                 hab24e00_0    cf
fontconfig                2.13.1            hba837de_1005    cf
fonts-conda-ecosystem     1                             0    cf
fonts-cf         1                             0    cf
freetype                  2.10.4               h0708190_1    cf
fribidi                   1.0.10               h36c2ea0_0    cf
fsspec                    2021.11.0          pyhd8ed1ab_0    cf
gcc_impl_linux-64         9.4.0               h03d3576_11    cf
gcc_linux-64              9.4.0                h391b98a_1    cf
gettext                   0.19.8.1          h73d1719_1008    cf
gfortran_impl_linux-64    9.4.0               h0003116_11    cf
gfortran_linux-64         9.4.0                hf0ab688_1    cf
giflib                    5.2.1                h36c2ea0_2    cf
gmp                       6.2.1                h58526e2_0    cf
gmpy2                     2.1.0rc1         py39h78fa15d_0    cf
graphite2                 1.3.13            h58526e2_1001    cf
greenlet                  1.1.2            py39he80948d_1    cf
gsl                       2.7                  he838d99_0    cf
gxx_impl_linux-64         9.4.0               h03d3576_11    cf
gxx_linux-64              9.4.0                h0316aca_1    cf
h5py                      3.4.0           nompi_py39h7e08c79_101    cf
harfbuzz                  3.1.1                h83ec7ef_0    cf
hdf5                      1.12.1          nompi_h2750804_101    cf
heapdict                  1.0.1                      py_0    cf
icu                       68.2                 h9c3ff4c_0    cf
idna                      3.1                pyhd3deb0d_0    cf
imagecodecs               2021.8.26        py39h571908b_2    cf
imageio                   2.9.0                      py_0    cf
importlib-metadata        4.8.2            py39hf3d152e_0    cf
importlib_resources       5.4.0              pyhd8ed1ab_0    cf
ipydrawio                 1.1.3              pyhd8ed1ab_0    cf
ipykernel                 6.5.0            py39hef51801_1    cf
ipympl                    0.8.2              pyhd8ed1ab_0    cf
ipython                   7.29.0           py39hef51801_2    cf
ipython_genutils          0.2.0                      py_1    cf
ipywidgets                7.6.5              pyhd8ed1ab_0    cf
jbig                      2.1               h7f98852_2003    cf
jedi                      0.18.0           py39hf3d152e_3    cf
jinja2                    3.0.3              pyhd8ed1ab_0    cf
joblib                    1.1.0              pyhd8ed1ab_0    cf
jpeg                      9d                   h36c2ea0_0    cf
json5                     0.9.5              pyh9f0ad1d_0    cf
jsonschema                4.2.1              pyhd8ed1ab_0    cf
jupyter_bokeh             3.0.4              pyhd8ed1ab_0    cf
jupyter_client            7.0.6              pyhd8ed1ab_0    cf
jupyter_core              4.9.1            py39hf3d152e_1    cf
jupyter_server            1.11.2             pyhd8ed1ab_0    cf
jupyter_telemetry         0.1.0              pyhd8ed1ab_1    cf
jupyterhub                1.5.0            py39hf3d152e_1    cf
jupyterhub-base           1.5.0            py39hf3d152e_1    cf
jupyterlab                3.2.3              pyhd8ed1ab_0    cf
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    cf
jupyterlab_server         2.8.2              pyhd8ed1ab_0    cf
jupyterlab_widgets        1.0.2              pyhd8ed1ab_0    cf
jxrlib                    1.1                  h7f98852_2    cf
kernel-headers_linux-64   2.6.32              he073ed8_15    cf
kiwisolver                1.3.2            py39h1a9c180_1    cf
krb5                      1.19.2               hcc1bbae_3    cf
lcms2                     2.12                 hddcbb42_0    cf
ld_impl_linux-64          2.36.1               hea4e1c9_2    cf
lerc                      3.0                  h9c3ff4c_0    cf
libaec                    1.0.6                h9c3ff4c_0    cf
libarchive                3.5.2                hccf745f_1    cf
libblas                   3.9.0           12_linux64_openblas    cf
libbrotlicommon           1.0.9                h7f98852_6    cf
libbrotlidec              1.0.9                h7f98852_6    cf
libbrotlienc              1.0.9                h7f98852_6    cf
libcblas                  3.9.0           12_linux64_openblas    cf
libcurl                   7.80.0               h2574ce0_0    cf
libdeflate                1.8                  h7f98852_0    cf
libedit                   3.1.20191231         he28a2e2_2    cf
libev                     4.33                 h516909a_1    cf
libffi                    3.4.2                h7f98852_5    cf
libgcc-devel_linux-64     9.4.0               hd854feb_11    cf
libgcc-ng                 11.2.0              h1d223b6_11    cf
libgfortran-ng            11.2.0              h69a702a_11    cf
libgfortran5              11.2.0              h5c6108e_11    cf
libgit2                   1.3.0                hee63804_1    cf
libglib                   2.70.1               h174f98d_0    cf
libgomp                   11.2.0              h1d223b6_11    cf
libiconv                  1.16                 h516909a_0    cf
liblapack                 3.9.0           12_linux64_openblas    cf
liblapacke                3.9.0           12_linux64_openblas    cf
libllvm11                 11.1.0               hf817b99_2    cf
libnghttp2                1.43.0               h812cca2_1    cf
libopenblas               0.3.18          pthreads_h8fe5266_0    cf
libpng                    1.6.37               h21135ba_2    cf
libprotobuf               3.19.1               h780b84a_0    cf
libsanitizer              9.4.0               h79bfe98_11    cf
libsodium                 1.0.18               h36c2ea0_1    cf
libsolv                   0.7.19               h780b84a_5    cf
libssh2                   1.10.0               ha56f1ee_2    cf
libstdcxx-devel_linux-64  9.4.0               hd854feb_11    cf
libstdcxx-ng              11.2.0              he4da1e4_11    cf
libtiff                   4.3.0                h6f004c6_2    cf
libuuid                   2.32.1            h7f98852_1000    cf
libuv                     1.42.0               h7f98852_0    cf
libwebp-base              1.2.1                h7f98852_0    cf
libxcb                    1.13              h7f98852_1004    cf
libxml2                   2.9.12               h72842e0_0    cf
libxslt                   1.1.33               h15afd5d_2    cf
libzlib                   1.2.11            h36c2ea0_1013    cf
libzopfli                 1.0.3                h9c3ff4c_0    cf
llvm-openmp               12.0.1               h4bd325d_1    cf
llvmlite                  0.37.0           py39h1bbdace_0    cf
locket                    0.2.0                      py_2    cf
lxml                      4.7.1            py39h107f48f_0    cf
lz4-c                     1.9.3                h9c3ff4c_1    cf
lzo                       2.10              h516909a_1000    cf
make                      4.3                  hd18ef5c_1    cf
mako                      1.1.5              pyhd8ed1ab_0    cf
mamba                     0.17.0           py39h951de11_0    cf
markdown                  3.3.6              pyhd8ed1ab_0    cf
markupsafe                2.0.1            py39h3811e60_1    cf
matplotlib-base           3.4.3            py39h2fa2bec_2    cf
matplotlib-inline         0.1.3              pyhd8ed1ab_0    cf
mistune                   0.8.4           py39h3811e60_1005    cf
mock                      4.0.3            py39hf3d152e_2    cf
mpc                       1.2.1                h9f54685_0    cf
mpfr                      4.1.0                h9202a9a_1    cf
mpmath                    1.2.1              pyhd8ed1ab_0    cf
msgpack-python            1.0.2            py39h1a9c180_2    cf
nbclassic                 0.3.4              pyhd8ed1ab_0    cf
nbclient                  0.5.8              pyhd8ed1ab_0    cf
nbconvert                 6.3.0            py39hf3d152e_1    cf
nbformat                  5.1.3              pyhd8ed1ab_0    cf
ncurses                   6.2                  h58526e2_4    cf
nest-asyncio              1.5.1              pyhd8ed1ab_0    cf
networkx                  2.6.3              pyhd8ed1ab_1    cf
nodejs                    12.22.6              h8b53aa1_0    cf
notebook                  6.4.5              pyha770c72_0    cf
numba                     0.54.1           py39h56b8d98_0    cf
numexpr                   2.7.3            py39hde0f152_1    cf
numpy                     1.20.3           py39hdbf815f_1    cf
oauthlib                  3.1.1              pyhd8ed1ab_0    cf
olefile                   0.46               pyh9f0ad1d_1    cf
openblas                  0.3.18          pthreads_h4748800_0    cf
openjpeg                  2.4.0                hb52868f_1    cf
openssl                   1.1.1l               h7f98852_0    cf
packaging                 21.2               pyhd8ed1ab_1    cf
pamela                    1.0.0                      py_0    cf
pandas                    1.3.4            py39hde0f152_1    cf
pandoc                    2.16.1               h7f98852_0    cf
pandocfilters             1.5.0              pyhd8ed1ab_0    cf
panel                     0.12.6                     py_0    pyviz
pango                     1.48.10              h54213e6_2    cf
param                     1.12.0                     py_0    pyviz
parso                     0.8.2              pyhd8ed1ab_0    cf
partd                     1.2.0              pyhd8ed1ab_0    cf
patsy                     0.5.2              pyhd8ed1ab_0    cf
pcre                      8.45                 h9c3ff4c_0    cf
pcre2                     10.37                h032f7d1_0    cf
pexpect                   4.8.0              pyh9f0ad1d_2    cf
pickleshare               0.7.5           py39hde42818_1002    cf
pillow                    8.4.0            py39ha612740_0    cf
pip                       21.3.1             pyhd8ed1ab_0    cf
pixman                    0.40.0               h36c2ea0_0    cf
pooch                     1.5.2              pyhd8ed1ab_0    cf
prometheus_client         0.12.0             pyhd8ed1ab_0    cf
prompt-toolkit            3.0.22             pyha770c72_0    cf
protobuf                  3.19.1           py39he80948d_1    cf
psutil                    5.8.0            py39h3811e60_2    cf
pthread-stubs             0.4               h36c2ea0_1001    cf
ptyprocess                0.7.0              pyhd3deb0d_0    cf

Base pt 3 :frowning:

Base pt2:

conda list
(base) root@49a6b281e4c9:~# conda list
# packages in environment at /opt/conda:
#
# Name                    Version                   Build  Channel
pycosat                   0.6.3           py39h3811e60_1009    
pycparser                 2.21               pyhd8ed1ab_0    
pyct                      0.4.8                      py_0    pyviz
pyct-core                 0.4.8                      py_0    pyviz
pycurl                    7.44.1           py39h72e3413_1    
pygments                  2.10.0             pyhd8ed1ab_0    
pyjwt                     2.3.0              pyhd8ed1ab_0    
pyopenssl                 21.0.0             pyhd8ed1ab_0    
pyparsing                 2.4.7              pyhd8ed1ab_1    
pyrsistent                0.18.0           py39h3811e60_0    
pysocks                   1.7.1            py39hf3d152e_4    
pytables                  3.6.1            py39h2669a42_4    
python                    3.9.7           hb7a2778_3_cpython    
python-dateutil           2.8.2              pyhd8ed1ab_0    
python-json-logger        2.0.1              pyh9f0ad1d_0    
python-tzdata             2021.5             pyhd8ed1ab_0    
python_abi                3.9                      2_cp39    
pytz                      2021.3             pyhd8ed1ab_0    
pytz-deprecation-shim     0.1.0.post0      py39hf3d152e_1    
pyviz_comms               2.1.0                      py_0    pyviz
pywavelets                1.2.0            py39hce5d2b2_0    
pyyaml                    6.0              py39h3811e60_3    
pyzmq                     22.3.0           py39h37b5a0c_1    
r-askpass                 1.1               r41hec24a_2    
r-assertthat              0.2.1             r41hc72bb7e_2    
r-backports               1.3.0             r41hec24a_0    
r-base                    4.1.1                hb93adac_1    
r-base64enc               0.1_3           r41hec24a_1004    
r-bit                     4.0.4             r41hec24a_0    
r-bit64                   4.0.5             r41hec24a_0    
r-bitops                  1.0_7             r41hec24a_0    
r-blob                    1.2.2             r41hc72bb7e_0    
r-brew                    1.0_6           r41hc72bb7e_1003    
r-brio                    1.1.2             r41hec24a_0    
r-broom                   0.7.10            r41hc72bb7e_0    
r-bslib                   0.3.1             r41hc72bb7e_0    
r-cachem                  1.0.6             r41hec24a_0    
r-callr                   3.7.0             r41hc72bb7e_0    
r-caret                   6.0_90            r41hec24a_0    
r-cellranger              1.1.0           r41hc72bb7e_1003    
r-class                   7.3_19            r41hec24a_0    
r-cli                     3.1.0             r41h03ef668_0    
r-clipr                   0.7.1             r41hc72bb7e_0    
r-codetools               0.2_18            r41hc72bb7e_0    
r-colorspace              2.0_2             r41hec24a_0    
r-commonmark              1.7             r41hec24a_1002    
r-conflicted              1.0.4             r41hc72bb7e_2    
r-covr                    3.5.1             r41h03ef668_0    
r-cpp11                   0.4.1             r41hc72bb7e_0    
r-crayon                  1.4.2             r41hc72bb7e_0    
r-credentials             1.3.1             r41hc72bb7e_0    
r-crosstalk               1.2.0             r41hc72bb7e_0    
r-curl                    4.3.2             r41hec24a_0    
r-data.table              1.14.2            r41hec24a_0    
r-dbi                     1.1.1             r41hc72bb7e_0    
r-dbplyr                  2.1.1             r41hc72bb7e_0    
r-desc                    1.4.0             r41hc72bb7e_0    
r-devtools                2.4.2             r41hc72bb7e_0    
r-dials                   0.0.10            r41hc72bb7e_0    
r-dicedesign              1.9               r41hec24a_0    
r-diffobj                 0.3.5             r41hec24a_0    
r-digest                  0.6.28            r41h03ef668_0    
r-dplyr                   1.0.7             r41h03ef668_0    
r-dt                      0.20              r41hc72bb7e_0    
r-dtplyr                  1.1.0             r41hc72bb7e_0    
r-e1071                   1.7_9             r41h03ef668_0    
r-ellipsis                0.3.2             r41hec24a_0    
r-evaluate                0.14              r41hc72bb7e_2    
r-fansi                   0.4.2             r41hec24a_0    
r-farver                  2.1.0             r41h03ef668_0    
r-fastmap                 1.1.0             r41h03ef668_0    
r-fontawesome             0.2.2             r41hc72bb7e_0    
r-forcats                 0.5.1             r41hc72bb7e_0    
r-foreach                 1.5.1             r41hc72bb7e_0    
r-forecast                8.15              r41h6dc32e9_0    
r-fracdiff                1.5_1             r41hbfbffee_1    
r-fs                      1.5.0             r41h03ef668_0    
r-furrr                   0.2.3             r41hc72bb7e_0    
r-future                  1.23.0            r41hc72bb7e_0    
r-future.apply            1.8.1             r41hc72bb7e_0    
r-gargle                  1.2.0             r41hc72bb7e_0    
r-generics                0.1.1             r41hc72bb7e_0    
r-gert                    1.4.3             r41h29657ab_0    
r-ggplot2                 3.3.5             r41hc72bb7e_0    
r-gh                      1.3.0             r41hc72bb7e_0    
r-git2r                   0.28.0            r41hf628c3e_1    
r-gitcreds                0.1.1             r41hc72bb7e_0    
r-globals                 0.14.0            r41hc72bb7e_0    
r-glue                    1.5.0             r41hec24a_0    
r-googledrive             2.0.0             r41hc72bb7e_0    
r-googlesheets4           1.0.0             r41h785f33e_0    
r-gower                   0.2.2             r41hec24a_0    
r-gpfit                   1.0_8             r41hc72bb7e_1    
r-gtable                  0.3.0             r41hc72bb7e_3    
r-hardhat                 0.1.6             r41hc72bb7e_0    
r-haven                   2.4.3             r41h2713e49_0    
r-hexbin                  1.28.2            r41h859d828_0    
r-highr                   0.9               r41hc72bb7e_0    
r-hms                     1.1.1             r41hc72bb7e_0    
r-htmltools               0.5.2             r41h03ef668_0    
r-htmlwidgets             1.5.4             r41hc72bb7e_0    
r-httpuv                  1.6.3             r41h03ef668_0    
r-httr                    1.4.2             r41hc72bb7e_0    
r-ids                     1.0.1             r41hc72bb7e_1    
r-infer                   1.0.0             r41hc72bb7e_0    
r-ini                     0.3.1           r41hc72bb7e_1003    
r-ipred                   0.9_12            r41hec24a_0    
r-irdisplay               1.0               r41hd8ed1ab_0    
r-irkernel                1.2               r41hc72bb7e_0    
r-isoband                 0.2.5             r41h03ef668_0    
r-iterators               1.0.13            r41hc72bb7e_0    
r-jquerylib               0.1.4             r41hc72bb7e_0    
r-jsonlite                1.7.2             r41hec24a_0    
r-kernsmooth              2.23_20           r41h742201e_0    
r-knitr                   1.35              r41hc72bb7e_0    
r-labeling                0.4.2             r41hc72bb7e_0    
r-later                   1.2.0             r41h03ef668_0    
r-lattice                 0.20_45           r41hec24a_0    
r-lava                    1.6.10            r41hc72bb7e_0    
r-lazyeval                0.2.2             r41hec24a_2    
r-lhs                     1.1.3             r41h03ef668_1    
r-lifecycle               1.0.1             r41hc72bb7e_0    
r-listenv                 0.8.0             r41hc72bb7e_1    
r-lmtest                  0.9_39            r41h859d828_0    
r-lubridate               1.8.0             r41h03ef668_0    
r-magrittr                2.0.1             r41hec24a_1    
r-markdown                1.1               r41hec24a_1    
r-mass                    7.3_54            r41hec24a_0    
r-matrix                  1.3_4             r41he454529_0    
r-memoise                 2.0.0             r41hc72bb7e_0    
r-mgcv                    1.8_38            r41he454529_0    
r-mime                    0.12              r41hec24a_0    
r-modeldata               0.1.1             r41hc72bb7e_0    
r-modelmetrics            1.2.2.2           r41h03ef668_1    
r-modelr                  0.1.8             r41hc72bb7e_0    
r-munsell                 0.5.0           r41hc72bb7e_1003    
r-nlme                    3.1_153           r41h859d828_0    
r-nnet                    7.3_16            r41hec24a_0    
r-numderiv                2016.8_1.1        r41hc72bb7e_3    
r-nylights13            1.0.2             r41hc72bb7e_0    
r-openssl                 1.4.5             r41he36bf35_1    
r-parallelly              1.28.1            r41hc72bb7e_0    
r-parsnip                 0.1.7             r41hc72bb7e_0    
r-patchwork               1.1.1             r41hc72bb7e_0    
r-pbdzmq                  0.3_6             r41h42bf92c_0    
r-pillar                  1.6.4             r41hc72bb7e_0    
r-pkgbuild                1.2.0             r41hc72bb7e_0    
r-pkgconfig               2.0.3             r41hc72bb7e_1    
r-pkgload                 1.2.3             r41h03ef668_0    
r-plogr                   0.2.0           r41hc72bb7e_1003    
r-plyr                    1.8.6             r41h03ef668_1    
r-praise                  1.0.0           r41hc72bb7e_1004    
r-prettyunits             1.1.1             r41hc72bb7e_1    
r-proc                    1.18.0            r41h03ef668_0    
r-processx                3.5.2             r41hec24a_0    
r-prodlim                 2019.11.13        r41h03ef668_1    
r-progress                1.2.2             r41hc72bb7e_2    
r-progressr               0.9.0             r41hc72bb7e_0    
r-promises                1.2.0.1           r41h03ef668_0    
r-proxy                   0.4_26            r41hec24a_0    
r-ps                      1.6.0             r41hec24a_0    
r-purrr                   0.3.4             r41hec24a_1    
r-quadprog                1.5_8             r41h742201e_3    
r-quantmod                0.4.18            r41hc72bb7e_0    
r-r6                      2.5.1             r41hc72bb7e_0    
r-randomforest            4.6_14          r41h859d828_1004    
r-rappdirs                0.3.3             r41hec24a_0    
r-rcmdcheck               1.4.0             r41h785f33e_0    
r-rcolorbrewer            1.1_2           r41h785f33e_1003    
r-rcpp                    1.0.7             r41h03ef668_0    
r-rcpparmadillo           0.10.7.3.0        r41h306847c_0    
r-rcurl                   1.98_1.5          r41hec24a_0    
r-readr                   2.1.0             r41h03ef668_0    
r-readxl                  1.3.1             r41h2713e49_4    
r-recipes                 0.1.17            r41hc72bb7e_0    
r-rematch                 1.0.1           r41hc72bb7e_1003    
r-rematch2                2.1.2             r41hc72bb7e_1    
r-remotes                 2.4.1             r41hc72bb7e_0    
r-repr                    1.1.3             r41h785f33e_0    
r-reprex                  2.0.1             r41hc72bb7e_0    
r-reshape2                1.4.4             r41h03ef668_1    
r-rex                     1.2.0             r41hc72bb7e_1    
r-rlang                   0.4.12            r41hec24a_0    
r-rmarkdown               2.11              r41hc72bb7e_0    
r-rodbc                   1.3_19            r41hec24a_0    
r-roxygen2                7.1.2             r41h03ef668_0    
r-rpart                   4.1_15            r41hec24a_2    
r-rprojroot               2.0.2             r41hc72bb7e_0    
r-rsample                 0.1.1             r41hc72bb7e_0    
r-rsqlite                 2.2.8             r41h03ef668_0    
r-rstudioapi              0.13              r41hc72bb7e_0    
r-rversions               2.1.1             r41hc72bb7e_0    
r-rvest                   1.0.2             r41hc72bb7e_0    
r-sass                    0.4.0             r41h03ef668_0    
r-scales                  1.1.1             r41hc72bb7e_0    
r-selectr                 0.4_2             r41hc72bb7e_1    
r-sessioninfo             1.2.1             r41hc72bb7e_0    
r-shiny                   1.7.1             r41h785f33e_0    
r-slider                  0.2.2             r41hec24a_0    
r-sourcetools             0.1.7           r41h9c3ff4c_1002    
r-squarem                 2021.1            r41hc72bb7e_0    
r-stringi                 1.7.5             r41hcabe038_0    
r-stringr                 1.4.0             r41hc72bb7e_2    
r-survival                3.2_13            r41hec24a_0    
r-sys                     3.4               r41hec24a_0    
r-testthat                3.1.0             r41h03ef668_0    
r-tibble                  3.1.6             r41hec24a_0    
r-tidymodels              0.1.4             r41hc72bb7e_0    
r-tidyr                   1.1.4             r41h03ef668_0    
r-tidyselect              1.1.1             r41hc72bb7e_0    
r-tidyverse               1.3.1             r41hc72bb7e_0    
r-timedate                3043.102        r41hc72bb7e_1002    
r-tinytex                 0.35              r41hc72bb7e_0    
r-tseries                 0.10_49           r41h742201e_0    
r-ttr                     0.24.2            r41hec24a_0    
r-tune                    0.1.6             r41hc72bb7e_0    
r-tzdb                    0.2.0             r41h03ef668_0    
r-urca                    1.3_0           r41h859d828_1006    
r-usethis                 2.1.3             r41hc72bb7e_0    
r-utf8                    1.2.2             r41hec24a_0    
r-uuid                    1.0_3             r41hec24a_0    
r-vctrs                   0.3.8             r41hec24a_1    
r-viridislite             0.4.0             r41hc72bb7e_0    
r-vroom                   1.5.6             r41h03ef668_0    
r-waldo                   0.3.1             r41hc72bb7e_0    
r-warp                    0.2.0             r41hec24a_1    
r-whisker                 0.4               r41hc72bb7e_1    
r-withr                   2.4.2             r41hc72bb7e_0    
r-workflows               0.2.4             r41hc72bb7e_0    
r-workflowsets            0.1.0             r41hc72bb7e_0    
r-xfun                    0.28              r41h03ef668_0    
r-xml2                    1.3.2             r41h03ef668_1    
r-xopen                   1.0.0           r41hc72bb7e_1003    
r-xtable                  1.8_4             r41hc72bb7e_3    
r-xts                     0.12.1            r41hec24a_0    
r-yaml                    2.2.1             r41hec24a_1    
r-yardstick               0.0.8             r41h03ef668_0    
r-zip                     2.2.0             r41hec24a_0    
r-zoo                     1.8_9             r41hec24a_1    
readline                  8.1                  h46c0cb4_0    
reproc                    14.2.3               h7f98852_0    
reproc-cpp                14.2.3               h9c3ff4c_0    
requests                  2.26.0             pyhd8ed1ab_0    
rpy2                      3.4.5           py39r41hce5d2b2_1    
ruamel.yaml               0.17.17          py39h3811e60_1    
ruamel.yaml.clib          0.2.6            py39h3811e60_0    
ruamel_yaml               0.15.80         py39h3811e60_1006    
scikit-image              0.18.3           py39hde0f152_0    
scikit-learn              1.0.1            py39h4dfa638_2    
scipy                     1.7.2            py39hee8e79c_0    
seaborn                   0.11.2               hd8ed1ab_0    
seaborn-base              0.11.2             pyhd8ed1ab_0    
sed                       4.8                  he412f7d_0    
send2trash                1.8.0              pyhd8ed1ab_0    
setuptools                59.1.1           py39hf3d152e_0    
simplegeneric             0.8.1                      py_1    
six                       1.16.0             pyh6c4a22f_0    
snappy                    1.1.8                he1b5a44_3    
sniffio                   1.2.0            py39hf3d152e_2    
sortedcontainers          2.4.0              pyhd8ed1ab_0    
soupsieve                 2.3                pyhd8ed1ab_0    
sqlalchemy                1.4.27           py39h3811e60_0    
sqlite                    3.36.0               h9cd32fc_2    
statsmodels               0.13.1           py39hce5d2b2_0    
sympy                     1.9              py39hf3d152e_1    
sysroot_linux-64          2.12                he073ed8_15    
tblib                     1.7.0              pyhd8ed1ab_0    
terminado                 0.12.1           py39hf3d152e_1    
testpath                  0.5.0              pyhd8ed1ab_0    
threadpoolctl             3.0.0              pyh8a188c0_0    
tifffile                  2021.11.2          pyhd8ed1ab_0    
tk                        8.6.11               h27826a3_1    
tktable                   2.10                 hb7b940f_3    
toolz                     0.11.2             pyhd8ed1ab_0    
tornado                   6.1              py39h3811e60_2    
tqdm                      4.62.3             pyhd8ed1ab_0    
traitlets                 5.1.1              pyhd8ed1ab_0    
typing_extensions         3.10.0.2           pyha770c72_0    
tzdata                    2021e                he74cb21_0    
tzlocal                   4.1              py39hf3d152e_0    
unixodbc                  2.3.9                hb166930_0    
urllib3                   1.26.7             pyhd8ed1ab_0    
wcwidth                   0.2.5              pyh9f0ad1d_2    
webencodings              0.5.1                      py_1    
websocket-client          1.2.1            py39hf3d152e_0    
wheel                     0.37.0             pyhd8ed1ab_1    
widgetsnbextension        3.5.2            py39hf3d152e_0    
xlrd                      2.0.1              pyhd8ed1ab_3    
xorg-kbproto              1.0.7             h7f98852_1002    
xorg-libice               1.0.10               h7f98852_0    
xorg-libsm                1.2.3             hd9c2040_1000    
xorg-libx11               1.7.2                h7f98852_0    
xorg-libxau               1.0.9                h7f98852_0    
xorg-libxdmcp             1.1.3                h7f98852_0    
xorg-libxext              1.3.4                h7f98852_1    
xorg-libxrender           0.9.10            h7f98852_1003    
xorg-libxt                1.2.1                h7f98852_2    
xorg-renderproto          0.11.1            h7f98852_1002    
xorg-xextproto            7.3.0             h7f98852_1002    
xorg-xproto               7.0.31            h7f98852_1007    
xz                        5.2.5                h516909a_1    
yaml                      0.2.5                h516909a_0    
zeromq                    4.3.4                h9c3ff4c_1    
zfp                       0.5.5                h9c3ff4c_7    
zict                      2.0.0                      py_0    
zipp                      3.6.0              pyhd8ed1ab_0    
zlib                      1.2.11            h36c2ea0_1013    
zstd                      1.5.0                ha95c52a_0    

Thanks @nlooije ! (I wasn’t aware of the character limit!)
I’ll try to see if I see something weird when I get the chance!