HTenkanen/pyrosm

osm.get_network() returning None type after one use

hulsiejames opened this issue ยท 5 comments

I think there may be a bug or at least issue within the OSM.get_network() function?

For reproducibility, this error has occurred on a system running Windows 10 (10.0.18363 Build 18363) with 16GB Ram and a i5-10310U Processor running python within a conda environment with the following packages installed.

(OSMforPython) C:\>conda list
# packages in environment at C:\Users\medjjch\Anaconda3\envs\OSMforPython:
#
# Name                    Version                   Build  Channel
alabaster                 0.7.12             pyhd3eb1b0_0
appdirs                   1.4.4              pyhd3eb1b0_0
argon2-cffi               21.3.0             pyhd3eb1b0_0
argon2-cffi-bindings      21.2.0           py38h2bbff1b_0
arrow                     1.2.2              pyhd3eb1b0_0
astroid                   2.6.6            py38haa95532_0
asttokens                 2.0.5              pyhd3eb1b0_0
atomicwrites              1.4.0                      py_0
attrs                     21.4.0             pyhd3eb1b0_0
autopep8                  1.6.0              pyhd3eb1b0_0
aws-c-common              0.4.57               ha925a31_1
aws-c-event-stream        0.1.6                hd77b12b_5
aws-checksums             0.1.9                ha925a31_0
aws-sdk-cpp               1.8.185              hd77b12b_0
babel                     2.9.1              pyhd3eb1b0_0
backcall                  0.2.0              pyhd3eb1b0_0
bcrypt                    3.2.0            py38he774522_0
binaryornot               0.4.4              pyhd3eb1b0_1
black                     19.10b0                    py_0
blas                      1.0                         mkl
bleach                    4.1.0              pyhd3eb1b0_0
blosc                     1.21.0               h0e60522_0    conda-forge
boost-cpp                 1.74.0               h9f4b32c_8    conda-forge
bottleneck                1.3.4            py38h080aedc_0
branca                    0.4.2              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                ha925a31_2
brotlipy                  0.7.0           py38h2bbff1b_1003
bzip2                     1.0.8                he774522_0
ca-certificates           2021.10.8            h5b45459_0    conda-forge
cairo                     1.16.0            h15b3021_1010    conda-forge
certifi                   2021.10.8        py38haa244fe_2    conda-forge
cffi                      1.15.0           py38h2bbff1b_1
cfitsio                   4.1.0                h5a969a9_0    conda-forge
chardet                   4.0.0           py38haa95532_1003
charset-normalizer        2.0.4              pyhd3eb1b0_0
click                     7.1.2              pyhd3eb1b0_0
click-plugins             1.1.1              pyhd3eb1b0_0
cligj                     0.7.2            py38haa95532_0
cloudpickle               2.0.0              pyhd3eb1b0_0
colorama                  0.4.4              pyhd3eb1b0_0
confuse                   1.5.0              pyhd3eb1b0_0
cookiecutter              1.7.3              pyhd3eb1b0_0
cryptography              36.0.0           py38h21b164f_0
curl                      7.82.0               h2bbff1b_0
cycler                    0.11.0             pyhd3eb1b0_0
cykhash                   2.0.0            py38h885f38d_1    conda-forge
cython                    0.29.28          py38h885f38d_2    conda-forge
debugpy                   1.5.1            py38hd77b12b_0
decorator                 5.1.1              pyhd3eb1b0_0
defusedxml                0.7.1              pyhd3eb1b0_0
descartes                 1.1.0                      py_4    conda-forge
diff-match-patch          20200713           pyhd3eb1b0_0
docutils                  0.17.1           py38haa95532_1
entrypoints               0.3                      py38_0
executing                 0.8.3              pyhd3eb1b0_0
expat                     2.4.8                h39d44d4_0    conda-forge
fiona                     1.8.21           py38h19672d5_0    conda-forge
flake8                    3.9.2              pyhd3eb1b0_0
folium                    0.12.1.post1       pyhd8ed1ab_1    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.0               hce3cb01_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.25.0             pyhd3eb1b0_0
freetype                  2.10.4               hd328e21_0
freexl                    1.0.6                h2bbff1b_0
gdal                      3.4.2            py38hf334de5_4    conda-forge
geopandas                 0.9.0                      py_1
geopandas-base            0.9.0                      py_1
geos                      3.10.2               h39d44d4_0    conda-forge
geotiff                   1.7.1                h38b14a8_1    conda-forge
gettext                   0.19.8.1          ha2e2712_1008    conda-forge
hdf4                      4.2.15               h0e5069d_3    conda-forge
hdf5                      1.12.1          nompi_h2a0e4a3_104    conda-forge
htmlmin                   0.1.12             pyhd3eb1b0_1
icc_rt                    2019.0.0             h0cc432a_1
icu                       69.1                 h0e60522_0    conda-forge
idna                      3.3                pyhd3eb1b0_0
imagehash                 4.2.1              pyhd3eb1b0_0
imagesize                 1.3.0              pyhd3eb1b0_0
importlib-metadata        4.11.3           py38haa95532_0
importlib_metadata        4.11.3               hd3eb1b0_0
inflection                0.5.1            py38haa95532_0
intel-openmp              2021.4.0          haa95532_3556
intervaltree              3.1.0              pyhd3eb1b0_0
ipykernel                 6.9.1            py38haa95532_0
ipython                   8.2.0            py38haa95532_0
ipython_genutils          0.2.0              pyhd3eb1b0_1
ipywidgets                7.6.5              pyhd3eb1b0_1
isort                     5.9.3              pyhd3eb1b0_0
jbig                      2.1               h8d14728_2003    conda-forge
jedi                      0.18.1           py38haa95532_1
jinja2                    3.0.3              pyhd3eb1b0_0
jinja2-time               0.2.0              pyhd3eb1b0_3
joblib                    1.1.0              pyhd3eb1b0_0
jpeg                      9e                   h8ffe710_0    conda-forge
jsonschema                3.2.0              pyhd3eb1b0_2
jupyter_client            6.1.12             pyhd3eb1b0_0
jupyter_core              4.9.2            py38haa95532_0
jupyterlab_pygments       0.1.2                      py_0
jupyterlab_widgets        1.0.0              pyhd3eb1b0_1
kealib                    1.4.14               h8995ca9_3    conda-forge
keyring                   23.4.0           py38haa95532_0
kiwisolver                1.3.2            py38hd77b12b_0
krb5                      1.19.2               h5b6d351_0
lazy-object-proxy         1.6.0            py38h2bbff1b_0
lcms2                     2.12                 h2a16943_0    conda-forge
lerc                      3.0                  h0e60522_0    conda-forge
libclang                  13.0.1          default_h81446c8_0    conda-forge
libcurl                   7.82.0               h86230a5_0
libdeflate                1.10                 h8ffe710_0    conda-forge
libffi                    3.4.2                h8ffe710_5    conda-forge
libgdal                   3.4.2                h0bdba65_4    conda-forge
libglib                   2.70.2               h3be07f2_4    conda-forge
libiconv                  1.16                 he774522_0    conda-forge
libkml                    1.3.0             h9859afa_1014    conda-forge
libnetcdf                 4.8.1           nompi_h1cc8e9d_101    conda-forge
libpng                    1.6.37               h2a8f88b_0
libpq                     14.2                 hfcc5ef8_0    conda-forge
librttopo                 1.1.0                hb1df466_9    conda-forge
libspatialindex           1.9.3                h6c2663c_0
libspatialite             5.0.1               h36c16d9_15    conda-forge
libssh2                   1.9.0                h7a1dbc1_1
libtiff                   4.3.0                hc4061b1_3    conda-forge
libwebp                   1.2.2                h2bbff1b_0
libwebp-base              1.2.2                h8ffe710_1    conda-forge
libxml2                   2.9.12               h0ad7f3c_0
libxslt                   1.1.34               he774522_0
libzip                    1.8.0                hfed4ece_1    conda-forge
libzlib                   1.2.11            h8ffe710_1014    conda-forge
llvmlite                  0.36.0           py38h34b8924_4
lxml                      4.8.0            py38h1985fb9_0
lz4-c                     1.9.3                h2bbff1b_1
m2w64-expat               2.1.1                         2
m2w64-gcc-libgfortran     5.3.0                         6
m2w64-gcc-libs            5.3.0                         7
m2w64-gcc-libs-core       5.3.0                         7
m2w64-gettext             0.19.7                        2
m2w64-gmp                 6.1.0                         2
m2w64-libiconv            1.14                          6
m2w64-libwinpthread-git   5.0.0.4634.697f757               2
m2w64-xz                  5.2.2                         2
mapclassify               2.4.3              pyhd3eb1b0_0
markupsafe                2.0.1            py38h2bbff1b_0
matplotlib                3.5.1            py38haa95532_1
matplotlib-base           3.5.1            py38hd77b12b_1
matplotlib-inline         0.1.2              pyhd3eb1b0_2
mccabe                    0.6.1                    py38_1
missingno                 0.4.2              pyhd3eb1b0_1
mistune                   0.8.4           py38he774522_1000
mkl                       2021.4.0           haa95532_640
mkl-service               2.4.0            py38h2bbff1b_0
mkl_fft                   1.3.1            py38h277e83a_0
mkl_random                1.2.2            py38hf11a4ad_0
msys2-conda-epoch         20160418                      1
munch                     2.5.0              pyhd3eb1b0_0
munkres                   1.1.4                      py_0
mypy_extensions           0.4.3            py38haa95532_1
nbclient                  0.5.11             pyhd3eb1b0_0
nbconvert                 6.1.0            py38haa95532_0
nbformat                  5.1.3              pyhd3eb1b0_0
nest-asyncio              1.5.1              pyhd3eb1b0_0
networkx                  2.7.1              pyhd3eb1b0_0
notebook                  6.4.8            py38haa95532_0
numba                     0.53.0           py38hf11a4ad_0
numexpr                   2.8.1            py38hb80d3ca_0
numpy                     1.21.5           py38ha4e8547_0
numpy-base                1.21.5           py38hc2deb75_0
numpydoc                  1.2                pyhd3eb1b0_0
openjpeg                  2.4.0                h4fc8c34_0
openssl                   1.1.1n               h8ffe710_0    conda-forge
osmnx                     1.0.1              pyhd3deb0d_0    conda-forge
packaging                 21.3               pyhd3eb1b0_0
pandas                    1.4.1            py38hd77b12b_1
pandas-datareader         0.10.0             pyhd3eb1b0_0
pandas-profiling          2.9.0              pyhd3eb1b0_0
pandocfilters             1.5.0              pyhd3eb1b0_0
paramiko                  2.8.1              pyhd3eb1b0_0
parso                     0.8.3              pyhd3eb1b0_0
pathspec                  0.7.0                      py_0
pcre                      8.45                 h0e60522_0    conda-forge
pexpect                   4.8.0              pyhd3eb1b0_3
phik                      0.11.2             pyhd3eb1b0_1
pickleshare               0.7.5           pyhd3eb1b0_1003
pillow                    9.0.1            py38hdc2b20a_0
pip                       21.2.2           py38haa95532_0
pixman                    0.40.0               h8ffe710_0    conda-forge
pluggy                    1.0.0            py38haa95532_1
poppler                   22.01.0              h24fffdf_2    conda-forge
poppler-data              0.4.11               hd8ed1ab_0    conda-forge
postgresql                14.2                 h1c22c4f_0    conda-forge
poyo                      0.5.0              pyhd3eb1b0_0
proj                      9.0.0                h1cfcee9_1    conda-forge
prometheus_client         0.13.1             pyhd3eb1b0_0
prompt-toolkit            3.0.20             pyhd3eb1b0_0
psutil                    5.8.0            py38h2bbff1b_1
ptyprocess                0.7.0              pyhd3eb1b0_2
pure_eval                 0.2.2              pyhd3eb1b0_0
pycodestyle               2.7.0              pyhd3eb1b0_0
pycparser                 2.21               pyhd3eb1b0_0
pydocstyle                6.1.1              pyhd3eb1b0_0
pyflakes                  2.3.1              pyhd3eb1b0_0
pygeos                    0.12.0           py38h1e1a050_2    conda-forge
pygments                  2.11.2             pyhd3eb1b0_0
pylint                    2.9.6            py38haa95532_1
pyls-spyder               0.4.0              pyhd3eb1b0_0
pynacl                    1.4.0            py38h62dcd97_1
pyopenssl                 22.0.0             pyhd3eb1b0_0
pyparsing                 3.0.4              pyhd3eb1b0_0
pyproj                    3.3.0            py38h3b5edaa_2    conda-forge
pyqt                      5.12.3           py38haa244fe_8    conda-forge
pyqt-impl                 5.12.3           py38h885f38d_8    conda-forge
pyqt5-sip                 4.19.18          py38h885f38d_8    conda-forge
pyqtchart                 5.12             py38h885f38d_8    conda-forge
pyqtwebengine             5.12.1           py38h885f38d_8    conda-forge
pyrobuf                   0.9.3            py38h885f38d_3    conda-forge
pyrosm                    0.6.1            py38h885f38d_1    conda-forge
pyrsistent                0.18.0           py38h196d8e1_0
pysocks                   1.7.1            py38haa95532_0
python                    3.8.13               h6244533_0
python-dateutil           2.8.2              pyhd3eb1b0_0
python-lsp-black          1.0.0              pyhd3eb1b0_0
python-lsp-jsonrpc        1.0.0              pyhd3eb1b0_0
python-lsp-server         1.2.4              pyhd3eb1b0_0
python-rapidjson          1.6              py38h885f38d_0    conda-forge
python-slugify            5.0.2              pyhd3eb1b0_0
python_abi                3.8                      2_cp38    conda-forge
pytz                      2021.3             pyhd3eb1b0_0
pywavelets                1.3.0            py38h2bbff1b_0
pywin32                   302              py38h827c3e9_1
pywin32-ctypes            0.2.0                 py38_1000
pywinpty                  2.0.2            py38h5da7b33_0
pyyaml                    6.0              py38h2bbff1b_1
pyzmq                     22.3.0           py38hd77b12b_2
qdarkstyle                3.0.2              pyhd3eb1b0_0
qstylizer                 0.1.10             pyhd3eb1b0_0
qt                        5.12.9               h556501e_6    conda-forge
qtawesome                 1.0.3              pyhd3eb1b0_0
qtconsole                 5.3.0              pyhd3eb1b0_0
qtpy                      2.0.1              pyhd3eb1b0_0
regex                     2022.3.15        py38h2bbff1b_0
requests                  2.27.1             pyhd3eb1b0_0
rope                      0.22.0             pyhd3eb1b0_0
rtree                     0.9.7            py38h2eaa2aa_1
scikit-learn              1.0.2            py38hf11a4ad_1
scipy                     1.7.3            py38h0a974cb_0
seaborn                   0.11.2             pyhd3eb1b0_0
send2trash                1.8.0              pyhd3eb1b0_1
setuptools                58.0.4           py38haa95532_0
shapely                   1.8.0            py38h1e1a050_6    conda-forge
sip                       4.19.13          py38hd77b12b_0
six                       1.16.0             pyhd3eb1b0_1
snowballstemmer           2.2.0              pyhd3eb1b0_0
sortedcontainers          2.4.0              pyhd3eb1b0_0
sphinx                    4.4.0              pyhd3eb1b0_0
sphinxcontrib-applehelp   1.0.2              pyhd3eb1b0_0
sphinxcontrib-devhelp     1.0.2              pyhd3eb1b0_0
sphinxcontrib-htmlhelp    2.0.0              pyhd3eb1b0_0
sphinxcontrib-jsmath      1.0.1              pyhd3eb1b0_0
sphinxcontrib-qthelp      1.0.3              pyhd3eb1b0_0
sphinxcontrib-serializinghtml 1.1.5              pyhd3eb1b0_0
spyder                    5.1.5            py38haa95532_1
spyder-kernels            2.1.3            py38haa95532_0
sqlite                    3.38.2               h2bbff1b_0
stack_data                0.2.0              pyhd3eb1b0_0
tangled-up-in-unicode     0.1.0              pyhd3eb1b0_0
terminado                 0.13.1           py38haa95532_0
testpath                  0.5.0              pyhd3eb1b0_0
text-unidecode            1.3                pyhd3eb1b0_0
textdistance              4.2.1              pyhd3eb1b0_0
threadpoolctl             2.2.0              pyh0d69192_0
three-merge               0.1.1              pyhd3eb1b0_0
tiledb                    2.7.2                h95dad36_0    conda-forge
tinycss                   0.4             pyhd3eb1b0_1002
tk                        8.6.11               h2bbff1b_0
toml                      0.10.2             pyhd3eb1b0_0
tornado                   6.1              py38h2bbff1b_0
tqdm                      4.63.0             pyhd3eb1b0_0
traitlets                 5.1.1              pyhd3eb1b0_0
typed-ast                 1.4.3            py38h2bbff1b_1
typing-extensions         4.1.1                hd3eb1b0_0
typing_extensions         4.1.1              pyh06a4308_0
ujson                     5.1.0            py38hd77b12b_0
unidecode                 1.2.0              pyhd3eb1b0_0
urllib3                   1.26.8             pyhd3eb1b0_0
vc                        14.2                 h21ff451_1
visions                   0.5.0              pyhd3eb1b0_0
vs2015_runtime            14.27.29016          h5e58377_2
watchdog                  2.1.6            py38haa95532_0
wcwidth                   0.2.5              pyhd3eb1b0_0
webencodings              0.5.1                    py38_1
wheel                     0.37.1             pyhd3eb1b0_0
widgetsnbextension        3.5.2            py38haa95532_0
win_inet_pton             1.1.0            py38haa95532_0
wincertstore              0.2              py38haa95532_2
winpty                    0.4.3                         4
wrapt                     1.12.1           py38he774522_1
xerces-c                  3.2.3                ha925a31_0
xz                        5.2.5                h62dcd97_0
yaml                      0.2.5                he774522_0
yapf                      0.31.0             pyhd3eb1b0_0
zipp                      3.7.0              pyhd3eb1b0_0
zlib                      1.2.11            h8ffe710_1014    conda-forge
zstd                      1.5.2                h6255e5f_0    conda-forge

I have been conducting my analysis in both the Spyder IDE (version: 5.1.5) and jupyter notebook (version: 6.4.8) both running Python 3.8.13.

I have been following along with the basic usage guide from the package documentation step by step and keep running into the same issue with get_network() described below.

As a resident of Leeds, I have been performing my analysis on this dataset as I understand what it should look like, rather than the Helsinki test datasets.

# Load available .osm.pbf datasets from BBBike of Geofrabrik and check desired city is one of them! 

places = pyrosm.data.available

"Leeds" in places[cities]   # Returns True, as expected, and I can see the .osm.pbf folder within my Temp folder

I get the the data and initialise the osm.pbf parser object as per the user guide

# Load the data and initialise the OSM reader
  
file_path = pyrosm.get_data('Leeds')
osm = pyrosm.OSM(file_path)

I am able to successfully obtain and plot the network of leeds using network_type='all' (next, I plan on demonstrating that specific networks i.e. "cycling", "driving" can be obtained by passing these to network_type= rather than "all")

# Here we plot the entire network of Leeds

leeds_total_network = osm.get_network(network_type='all' )
print(leeds_total_network.shape)
leeds_total_network.plot()

(135546, 39) # Clearly a GeoDataFrame is returned consisting 125,546 features.

download

So everything has worked as expected. However, now if I try to plot network_type='driving' exclusively, using the same osm parser object as before, a None type is returned.

# Here we request and plot only driavebale roads with a public right of way.

leeds_driving_network = osm.get_network(network_type='driving')
leeds_driving_network.plot()

returns the error:

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Input In [16], in <cell line: 4>()
      1 # Here we request and plot only driavebale roads with a public right of way.
      3 leeds_driving_network = osm.get_network(network_type='driving')
----> 4 print(leeds_driving_network.shape)
      5 leeds_driving_network.plot()

AttributeError: 'NoneType' object has no attribute 'shape'

I have also tried re-initialising the osm parser every time I request a new network, however this still yields the same results

# Here we request and plot ways that are friendly to pedestrians
fp = pyrosm.get_data('Leeds')
osm = pyrosm.OSM(fp)

leeds_walking_network = osm.get_network(network_type='walking')
leeds_walking_network.plot()

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Input In [17], in <cell line: 6>()
      3 osm = pyrosm.OSM(fp)
      5 leeds_walking_network = osm.get_network(network_type='walking')
----> 6 leeds_walking_network.plot()

AttributeError: 'NoneType' object has no attribute 'plot'

Giving up on my analysis within a conda environment I decided I would try using google colab, which has worked exactly as expected and I was able to complete all steps demonstrated within the user guide.

Google colab running Python 3.7.13 (default, Mar 16 2022, 17:37:17) with the following packages installed:

Package                       Version               Location                               Installer
----------------------------- --------------------- -------------------------------------- ---------
absl-py                       1.0.0                 /usr/local/lib/python3.7/dist-packages pip
alabaster                     0.7.12                /usr/local/lib/python3.7/dist-packages pip
albumentations                0.1.12                /usr/local/lib/python3.7/dist-packages pip
altair                        4.2.0                 /usr/local/lib/python3.7/dist-packages pip
anyio                         3.5.0                 /usr/local/lib/python3.7/dist-packages pip
appdirs                       1.4.4                 /usr/local/lib/python3.7/dist-packages pip
argon2-cffi                   21.3.0                /usr/local/lib/python3.7/dist-packages pip
argon2-cffi-bindings          21.2.0                /usr/local/lib/python3.7/dist-packages pip
arviz                         0.12.0                /usr/local/lib/python3.7/dist-packages pip
astor                         0.8.1                 /usr/local/lib/python3.7/dist-packages pip
astropy                       4.3.1                 /usr/local/lib/python3.7/dist-packages pip
astunparse                    1.6.3                 /usr/local/lib/python3.7/dist-packages pip
atari-py                      0.2.9                 /usr/local/lib/python3.7/dist-packages pip
atomicwrites                  1.4.0                 /usr/local/lib/python3.7/dist-packages pip
attrs                         21.4.0                /usr/local/lib/python3.7/dist-packages pip
audioread                     2.1.9                 /usr/local/lib/python3.7/dist-packages pip
autograd                      1.4                   /usr/local/lib/python3.7/dist-packages pip
Babel                         2.9.1                 /usr/local/lib/python3.7/dist-packages pip
backcall                      0.2.0                 /usr/local/lib/python3.7/dist-packages pip
beautifulsoup4                4.11.1                /usr/local/lib/python3.7/dist-packages pip
bleach                        5.0.0                 /usr/local/lib/python3.7/dist-packages pip
blis                          0.4.1                 /usr/local/lib/python3.7/dist-packages pip
bokeh                         2.3.3                 /usr/local/lib/python3.7/dist-packages pip
Bottleneck                    1.3.4                 /usr/local/lib/python3.7/dist-packages pip
bqplot                        0.12.33               /usr/local/lib/python3.7/dist-packages pip
branca                        0.4.2                 /usr/local/lib/python3.7/dist-packages pip
bs4                           0.0.1                 /usr/local/lib/python3.7/dist-packages pip
CacheControl                  0.12.10               /usr/local/lib/python3.7/dist-packages pip
cached-property               1.5.2                 /usr/local/lib/python3.7/dist-packages pip
cachetools                    4.2.4                 /usr/local/lib/python3.7/dist-packages pip
catalogue                     1.0.0                 /usr/local/lib/python3.7/dist-packages pip
certifi                       2021.10.8             /usr/local/lib/python3.7/dist-packages pip
cffi                          1.15.0                /usr/local/lib/python3.7/dist-packages pip
cftime                        1.6.0                 /usr/local/lib/python3.7/dist-packages pip
chardet                       3.0.4                 /usr/local/lib/python3.7/dist-packages pip
charset-normalizer            2.0.12                /usr/local/lib/python3.7/dist-packages pip
click                         7.1.2                 /usr/local/lib/python3.7/dist-packages pip
click-plugins                 1.1.1                 /usr/local/lib/python3.7/dist-packages pip
cligj                         0.7.2                 /usr/local/lib/python3.7/dist-packages pip
cloudpickle                   1.3.0                 /usr/local/lib/python3.7/dist-packages pip
cmake                         3.12.0                /usr/local/lib/python3.7/dist-packages pip
cmdstanpy                     0.9.5                 /usr/local/lib/python3.7/dist-packages pip
colorcet                      3.0.0                 /usr/local/lib/python3.7/dist-packages pip
colorlover                    0.3.0                 /usr/local/lib/python3.7/dist-packages pip
colour                        0.1.5                 /usr/local/lib/python3.7/dist-packages pip
community                     1.0.0b1               /usr/local/lib/python3.7/dist-packages pip
contextlib2                   0.5.5                 /usr/local/lib/python3.7/dist-packages pip
convertdate                   2.4.0                 /usr/local/lib/python3.7/dist-packages pip
coverage                      3.7.1                 /usr/local/lib/python3.7/dist-packages pip
coveralls                     0.5                   /usr/local/lib/python3.7/dist-packages pip
crcmod                        1.7                   /usr/local/lib/python3.7/dist-packages pip
cufflinks                     0.17.3                /usr/local/lib/python3.7/dist-packages pip
cvxopt                        1.2.7                 /usr/local/lib/python3.7/dist-packages pip
cvxpy                         1.0.31                /usr/local/lib/python3.7/dist-packages pip
cycler                        0.11.0                /usr/local/lib/python3.7/dist-packages pip
cykhash                       2.0.0                 /usr/local/lib/python3.7/dist-packages pip
cymem                         2.0.6                 /usr/local/lib/python3.7/dist-packages pip
Cython                        0.29.28               /usr/local/lib/python3.7/dist-packages pip
daft                          0.0.4                 /usr/local/lib/python3.7/dist-packages pip
dask                          2.12.0                /usr/local/lib/python3.7/dist-packages pip
datascience                   0.10.6                /usr/local/lib/python3.7/dist-packages pip
debugpy                       1.0.0                 /usr/local/lib/python3.7/dist-packages pip
decorator                     4.4.2                 /usr/local/lib/python3.7/dist-packages pip
defusedxml                    0.7.1                 /usr/local/lib/python3.7/dist-packages pip
descartes                     1.1.0                 /usr/local/lib/python3.7/dist-packages pip
dill                          0.3.4                 /usr/local/lib/python3.7/dist-packages pip
distributed                   1.25.3                /usr/local/lib/python3.7/dist-packages pip
dlib                          19.18.0               /usr/local/lib/python3.7/dist-packages pip
dm-tree                       0.1.7                 /usr/local/lib/python3.7/dist-packages pip
docopt                        0.6.2                 /usr/local/lib/python3.7/dist-packages pip
docutils                      0.17.1                /usr/local/lib/python3.7/dist-packages pip
dopamine-rl                   1.0.5                 /usr/local/lib/python3.7/dist-packages pip
earthengine-api               0.1.306               /usr/local/lib/python3.7/dist-packages pip
easydict                      1.9                   /usr/local/lib/python3.7/dist-packages pip
ecos                          2.0.10                /usr/local/lib/python3.7/dist-packages pip
editdistance                  0.5.3                 /usr/local/lib/python3.7/dist-packages pip
ee-extra                      0.0.13                /usr/local/lib/python3.7/dist-packages pip
en-core-web-sm                2.2.5                 /usr/local/lib/python3.7/dist-packages pip
entrypoints                   0.4                   /usr/local/lib/python3.7/dist-packages pip
ephem                         4.1.3                 /usr/local/lib/python3.7/dist-packages pip
et-xmlfile                    1.1.0                 /usr/local/lib/python3.7/dist-packages pip
fa2                           0.3.5                 /usr/local/lib/python3.7/dist-packages pip
fastai                        1.0.61                /usr/local/lib/python3.7/dist-packages pip
fastdtw                       0.3.4                 /usr/local/lib/python3.7/dist-packages pip
fastjsonschema                2.15.3                /usr/local/lib/python3.7/dist-packages pip
fastprogress                  1.0.2                 /usr/local/lib/python3.7/dist-packages pip
fastrlock                     0.8                   /usr/local/lib/python3.7/dist-packages pip
fbprophet                     0.7.1                 /usr/local/lib/python3.7/dist-packages
feather-format                0.4.1                 /usr/local/lib/python3.7/dist-packages pip
ffmpeg-python                 0.2.0                 /usr/local/lib/python3.7/dist-packages pip
filelock                      3.6.0                 /usr/local/lib/python3.7/dist-packages pip
Fiona                         1.8.21                /usr/local/lib/python3.7/dist-packages pip
firebase-admin                4.4.0                 /usr/local/lib/python3.7/dist-packages pip
fix-yahoo-finance             0.0.22                /usr/local/lib/python3.7/dist-packages pip
Flask                         1.1.4                 /usr/local/lib/python3.7/dist-packages pip
flatbuffers                   2.0                   /usr/local/lib/python3.7/dist-packages pip
folium                        0.12.1.post1          /usr/local/lib/python3.7/dist-packages pip
fonttools                     4.33.2                /usr/local/lib/python3.7/dist-packages pip
future                        0.16.0                /usr/local/lib/python3.7/dist-packages pip
gast                          0.5.3                 /usr/local/lib/python3.7/dist-packages pip
GDAL                          2.2.2                 /usr/local/lib/python3.7/dist-packages pip
gdown                         4.4.0                 /usr/local/lib/python3.7/dist-packages pip
geeadd                        0.5.5                 /usr/local/lib/python3.7/dist-packages pip
geemap                        0.13.2                /usr/local/lib/python3.7/dist-packages pip
gensim                        3.6.0                 /usr/local/lib/python3.7/dist-packages pip
geocoder                      1.38.1                /usr/local/lib/python3.7/dist-packages pip
geographiclib                 1.52                  /usr/local/lib/python3.7/dist-packages pip
geojson                       2.5.0                 /usr/local/lib/python3.7/dist-packages pip
geopandas                     0.10.2                /usr/local/lib/python3.7/dist-packages pip
geopy                         1.17.0                /usr/local/lib/python3.7/dist-packages pip
gin-config                    0.5.0                 /usr/local/lib/python3.7/dist-packages pip
glob2                         0.7                   /usr/local/lib/python3.7/dist-packages pip
google                        2.0.3                 /usr/local/lib/python3.7/dist-packages pip
google-api-core               1.31.5                /usr/local/lib/python3.7/dist-packages pip
google-api-python-client      1.12.11               /usr/local/lib/python3.7/dist-packages pip
google-auth                   1.35.0                /usr/local/lib/python3.7/dist-packages pip
google-auth-httplib2          0.0.4                 /usr/local/lib/python3.7/dist-packages pip
google-auth-oauthlib          0.4.6                 /usr/local/lib/python3.7/dist-packages pip
google-cloud-bigquery         1.21.0                /usr/local/lib/python3.7/dist-packages pip
google-cloud-bigquery-storage 1.1.1                 /usr/local/lib/python3.7/dist-packages pip
google-cloud-core             1.0.3                 /usr/local/lib/python3.7/dist-packages pip
google-cloud-datastore        1.8.0                 /usr/local/lib/python3.7/dist-packages pip
google-cloud-firestore        1.7.0                 /usr/local/lib/python3.7/dist-packages pip
google-cloud-language         1.2.0                 /usr/local/lib/python3.7/dist-packages pip
google-cloud-storage          1.18.1                /usr/local/lib/python3.7/dist-packages pip
google-cloud-translate        1.5.0                 /usr/local/lib/python3.7/dist-packages pip
google-colab                  1.0.0                 /usr/local/lib/python3.7/dist-packages pip
google-pasta                  0.2.0                 /usr/local/lib/python3.7/dist-packages pip
google-resumable-media        0.4.1                 /usr/local/lib/python3.7/dist-packages pip
googleapis-common-protos      1.56.0                /usr/local/lib/python3.7/dist-packages pip
googledrivedownloader         0.4                   /usr/local/lib/python3.7/dist-packages pip
graphviz                      0.10.1                /usr/local/lib/python3.7/dist-packages pip
greenlet                      1.1.2                 /usr/local/lib/python3.7/dist-packages pip
grpcio                        1.44.0                /usr/local/lib/python3.7/dist-packages pip
gspread                       3.4.2                 /usr/local/lib/python3.7/dist-packages pip
gspread-dataframe             3.0.8                 /usr/local/lib/python3.7/dist-packages pip
gym                           0.17.3                /usr/local/lib/python3.7/dist-packages pip
h5py                          3.1.0                 /usr/local/lib/python3.7/dist-packages pip
HeapDict                      1.0.1                 /usr/local/lib/python3.7/dist-packages pip
hijri-converter               2.2.3                 /usr/local/lib/python3.7/dist-packages pip
holidays                      0.10.5.2              /usr/local/lib/python3.7/dist-packages pip
holoviews                     1.14.8                /usr/local/lib/python3.7/dist-packages pip
html5lib                      1.0.1                 /usr/local/lib/python3.7/dist-packages pip
httpimport                    0.5.18                /usr/local/lib/python3.7/dist-packages pip
httplib2                      0.17.4                /usr/local/lib/python3.7/dist-packages pip
httplib2shim                  0.0.3                 /usr/local/lib/python3.7/dist-packages pip
humanize                      0.5.1                 /usr/local/lib/python3.7/dist-packages pip
hyperopt                      0.1.2                 /usr/local/lib/python3.7/dist-packages pip
ideep4py                      2.0.0.post3           /usr/local/lib/python3.7/dist-packages pip
idna                          2.10                  /usr/local/lib/python3.7/dist-packages pip
imageio                       2.4.1                 /usr/local/lib/python3.7/dist-packages pip
imagesize                     1.3.0                 /usr/local/lib/python3.7/dist-packages pip
imbalanced-learn              0.8.1                 /usr/local/lib/python3.7/dist-packages pip
imblearn                      0.0                   /usr/local/lib/python3.7/dist-packages pip
imgaug                        0.2.9                 /usr/local/lib/python3.7/dist-packages pip
importlib-metadata            4.11.3                /usr/local/lib/python3.7/dist-packages pip
importlib-resources           5.7.0                 /usr/local/lib/python3.7/dist-packages pip
imutils                       0.5.4                 /usr/local/lib/python3.7/dist-packages pip
inflect                       2.1.0                 /usr/local/lib/python3.7/dist-packages pip
iniconfig                     1.1.1                 /usr/local/lib/python3.7/dist-packages pip
intel-openmp                  2022.0.2              /usr/local/lib/python3.7/dist-packages pip
intervaltree                  2.1.0                 /usr/local/lib/python3.7/dist-packages pip
ipyevents                     2.0.1                 /usr/local/lib/python3.7/dist-packages pip
ipyfilechooser                0.6.0                 /usr/local/lib/python3.7/dist-packages pip
ipykernel                     4.10.1                /usr/local/lib/python3.7/dist-packages pip
ipyleaflet                    0.16.0                /usr/local/lib/python3.7/dist-packages pip
ipython                       5.5.0                 /usr/local/lib/python3.7/dist-packages pip
ipython-genutils              0.2.0                 /usr/local/lib/python3.7/dist-packages pip
ipython-sql                   0.3.9                 /usr/local/lib/python3.7/dist-packages pip
ipytree                       0.2.1                 /usr/local/lib/python3.7/dist-packages pip
ipywidgets                    7.7.0                 /usr/local/lib/python3.7/dist-packages pip
itsdangerous                  1.1.0                 /usr/local/lib/python3.7/dist-packages pip
jax                           0.3.4                 /usr/local/lib/python3.7/dist-packages pip
jaxlib                        0.3.2+cuda11.cudnn805 /usr/local/lib/python3.7/dist-packages pip
jedi                          0.18.1                /usr/local/lib/python3.7/dist-packages pip
jieba                         0.42.1                /usr/local/lib/python3.7/dist-packages pip
Jinja2                        3.1.1                 /usr/local/lib/python3.7/dist-packages pip
joblib                        1.1.0                 /usr/local/lib/python3.7/dist-packages pip
jpeg4py                       0.1.4                 /usr/local/lib/python3.7/dist-packages pip
json5                         0.9.6                 /usr/local/lib/python3.7/dist-packages pip
jsonschema                    4.3.3                 /usr/local/lib/python3.7/dist-packages pip
jupyter                       1.0.0                 /usr/local/lib/python3.7/dist-packages pip
jupyter-client                7.2.2                 /usr/local/lib/python3.7/dist-packages pip
jupyter-console               5.2.0                 /usr/local/lib/python3.7/dist-packages pip
jupyter-core                  4.9.2                 /usr/local/lib/python3.7/dist-packages pip
jupyter-server                1.16.0                /usr/local/lib/python3.7/dist-packages pip
jupyterlab                    3.3.4                 /usr/local/lib/python3.7/dist-packages pip
jupyterlab-pygments           0.2.2                 /usr/local/lib/python3.7/dist-packages pip
jupyterlab-server             2.13.0                /usr/local/lib/python3.7/dist-packages pip
jupyterlab-widgets            1.1.0                 /usr/local/lib/python3.7/dist-packages pip
kaggle                        1.5.12                /usr/local/lib/python3.7/dist-packages pip
kapre                         0.3.7                 /usr/local/lib/python3.7/dist-packages pip
keras                         2.8.0                 /usr/local/lib/python3.7/dist-packages pip
Keras-Preprocessing           1.1.2                 /usr/local/lib/python3.7/dist-packages pip
keras-vis                     0.4.1                 /usr/local/lib/python3.7/dist-packages pip
kiwisolver                    1.4.2                 /usr/local/lib/python3.7/dist-packages pip
korean-lunar-calendar         0.2.1                 /usr/local/lib/python3.7/dist-packages pip
libclang                      13.0.0                /usr/local/lib/python3.7/dist-packages pip
librosa                       0.8.1                 /usr/local/lib/python3.7/dist-packages pip
lightgbm                      2.2.3                 /usr/local/lib/python3.7/dist-packages pip
llvmlite                      0.34.0                /usr/local/lib/python3.7/dist-packages pip
lmdb                          0.99                  /usr/local/lib/python3.7/dist-packages pip
logzero                       1.7.0                 /usr/local/lib/python3.7/dist-packages pip
LunarCalendar                 0.0.9                 /usr/local/lib/python3.7/dist-packages pip
lxml                          4.2.6                 /usr/local/lib/python3.7/dist-packages pip
Markdown                      3.3.6                 /usr/local/lib/python3.7/dist-packages pip
MarkupSafe                    2.0.1                 /usr/local/lib/python3.7/dist-packages pip
matplotlib                    3.5.1                 /usr/local/lib/python3.7/dist-packages pip
matplotlib-inline             0.1.3                 /usr/local/lib/python3.7/dist-packages pip
matplotlib-venn               0.11.7                /usr/local/lib/python3.7/dist-packages pip
missingno                     0.5.1                 /usr/local/lib/python3.7/dist-packages pip
mistune                       0.8.4                 /usr/local/lib/python3.7/dist-packages pip
mizani                        0.6.0                 /usr/local/lib/python3.7/dist-packages pip
mkl                           2019.0                /usr/local/lib/python3.7/dist-packages pip
mlxtend                       0.14.0                /usr/local/lib/python3.7/dist-packages pip
more-itertools                8.12.0                /usr/local/lib/python3.7/dist-packages pip
moviepy                       0.2.3.5               /usr/local/lib/python3.7/dist-packages pip
mpmath                        1.2.1                 /usr/local/lib/python3.7/dist-packages pip
msgpack                       1.0.3                 /usr/local/lib/python3.7/dist-packages pip
multiprocess                  0.70.12.2             /usr/local/lib/python3.7/dist-packages pip
multitasking                  0.0.10                /usr/local/lib/python3.7/dist-packages pip
munch                         2.5.0                 /usr/local/lib/python3.7/dist-packages pip
murmurhash                    1.0.6                 /usr/local/lib/python3.7/dist-packages pip
music21                       5.5.0                 /usr/local/lib/python3.7/dist-packages pip
natsort                       5.5.0                 /usr/local/lib/python3.7/dist-packages pip
nbclassic                     0.3.7                 /usr/local/lib/python3.7/dist-packages pip
nbclient                      0.6.0                 /usr/local/lib/python3.7/dist-packages pip
nbconvert                     6.5.0                 /usr/local/lib/python3.7/dist-packages pip
nbformat                      5.3.0                 /usr/local/lib/python3.7/dist-packages pip
nest-asyncio                  1.5.5                 /usr/local/lib/python3.7/dist-packages pip
netCDF4                       1.5.8                 /usr/local/lib/python3.7/dist-packages pip
networkx                      2.6.3                 /usr/local/lib/python3.7/dist-packages pip
nibabel                       3.0.2                 /usr/local/lib/python3.7/dist-packages pip
nltk                          3.2.5                 /usr/local/lib/python3.7/dist-packages pip
notebook                      5.3.1                 /usr/local/lib/python3.7/dist-packages pip
notebook-shim                 0.1.0                 /usr/local/lib/python3.7/dist-packages pip
numba                         0.51.2                /usr/local/lib/python3.7/dist-packages pip
numexpr                       2.8.1                 /usr/local/lib/python3.7/dist-packages pip
numpy                         1.21.6                /usr/local/lib/python3.7/dist-packages pip
nvidia-ml-py3                 7.352.0               /usr/local/lib/python3.7/dist-packages pip
oauth2client                  4.1.3                 /usr/local/lib/python3.7/dist-packages pip
oauthlib                      3.2.0                 /usr/local/lib/python3.7/dist-packages pip
okgrade                       0.4.3                 /usr/local/lib/python3.7/dist-packages pip
opencv-contrib-python         4.1.2.30              /usr/local/lib/python3.7/dist-packages pip
opencv-python                 4.1.2.30              /usr/local/lib/python3.7/dist-packages pip
openpyxl                      3.0.9                 /usr/local/lib/python3.7/dist-packages pip
opt-einsum                    3.3.0                 /usr/local/lib/python3.7/dist-packages pip
osmnx                         1.1.2                 /usr/local/lib/python3.7/dist-packages pip
osqp                          0.6.2.post0           /usr/local/lib/python3.7/dist-packages pip
packaging                     21.3                  /usr/local/lib/python3.7/dist-packages pip
palettable                    3.3.0                 /usr/local/lib/python3.7/dist-packages pip
pandas                        1.3.5                 /usr/local/lib/python3.7/dist-packages pip
pandas-datareader             0.9.0                 /usr/local/lib/python3.7/dist-packages pip
pandas-gbq                    0.13.3                /usr/local/lib/python3.7/dist-packages pip
pandas-profiling              1.4.1                 /usr/local/lib/python3.7/dist-packages pip
pandocfilters                 1.5.0                 /usr/local/lib/python3.7/dist-packages pip
panel                         0.12.1                /usr/local/lib/python3.7/dist-packages pip
param                         1.12.1                /usr/local/lib/python3.7/dist-packages pip
parso                         0.8.3                 /usr/local/lib/python3.7/dist-packages pip
pathlib                       1.0.1                 /usr/local/lib/python3.7/dist-packages pip
patsy                         0.5.2                 /usr/local/lib/python3.7/dist-packages pip
pep517                        0.12.0                /usr/local/lib/python3.7/dist-packages pip
pexpect                       4.8.0                 /usr/local/lib/python3.7/dist-packages pip
pickleshare                   0.7.5                 /usr/local/lib/python3.7/dist-packages pip
Pillow                        7.1.2                 /usr/local/lib/python3.7/dist-packages pip
pip                           21.1.3                /usr/local/lib/python3.7/dist-packages pip
pip-tools                     6.2.0                 /usr/local/lib/python3.7/dist-packages pip
plac                          1.1.3                 /usr/local/lib/python3.7/dist-packages pip
plotly                        5.5.0                 /usr/local/lib/python3.7/dist-packages pip
plotnine                      0.6.0                 /usr/local/lib/python3.7/dist-packages pip
pluggy                        0.7.1                 /usr/local/lib/python3.7/dist-packages pip
pooch                         1.6.0                 /usr/local/lib/python3.7/dist-packages pip
portpicker                    1.3.9                 /usr/local/lib/python3.7/dist-packages pip
prefetch-generator            1.0.1                 /usr/local/lib/python3.7/dist-packages pip
preshed                       3.0.6                 /usr/local/lib/python3.7/dist-packages pip
prettytable                   3.2.0                 /usr/local/lib/python3.7/dist-packages pip
progressbar2                  3.38.0                /usr/local/lib/python3.7/dist-packages pip
prometheus-client             0.14.1                /usr/local/lib/python3.7/dist-packages pip
promise                       2.3                   /usr/local/lib/python3.7/dist-packages pip
prompt-toolkit                1.0.18                /usr/local/lib/python3.7/dist-packages pip
protobuf                      3.17.3                /usr/local/lib/python3.7/dist-packages pip
psutil                        5.4.8                 /usr/local/lib/python3.7/dist-packages pip
psycopg2                      2.7.6.1               /usr/local/lib/python3.7/dist-packages pip
ptyprocess                    0.7.0                 /usr/local/lib/python3.7/dist-packages pip
py                            1.11.0                /usr/local/lib/python3.7/dist-packages pip
pyarrow                       6.0.1                 /usr/local/lib/python3.7/dist-packages pip
pyasn1                        0.4.8                 /usr/local/lib/python3.7/dist-packages pip
pyasn1-modules                0.2.8                 /usr/local/lib/python3.7/dist-packages pip
pycocotools                   2.0.4                 /usr/local/lib/python3.7/dist-packages pip
pycparser                     2.21                  /usr/local/lib/python3.7/dist-packages pip
PyCRS                         1.0.2                 /usr/local/lib/python3.7/dist-packages pip
pyct                          0.4.8                 /usr/local/lib/python3.7/dist-packages pip
pydata-google-auth            1.4.0                 /usr/local/lib/python3.7/dist-packages pip
pydot                         1.3.0                 /usr/local/lib/python3.7/dist-packages pip
pydot-ng                      2.0.0                 /usr/local/lib/python3.7/dist-packages pip
pydotplus                     2.0.2                 /usr/local/lib/python3.7/dist-packages pip
PyDrive                       1.3.1                 /usr/local/lib/python3.7/dist-packages pip
pyemd                         0.5.1                 /usr/local/lib/python3.7/dist-packages pip
pyerfa                        2.0.0.1               /usr/local/lib/python3.7/dist-packages pip
pygeos                        0.12.0                /usr/local/lib/python3.7/dist-packages pip
pyglet                        1.5.0                 /usr/local/lib/python3.7/dist-packages pip
Pygments                      2.6.1                 /usr/local/lib/python3.7/dist-packages pip
pygobject                     3.26.1                /usr/lib/python3/dist-packages
pymc3                         3.11.4                /usr/local/lib/python3.7/dist-packages pip
PyMeeus                       0.5.11                /usr/local/lib/python3.7/dist-packages pip
pymongo                       4.1.1                 /usr/local/lib/python3.7/dist-packages pip
pymystem3                     0.2.0                 /usr/local/lib/python3.7/dist-packages pip
PyOpenGL                      3.1.6                 /usr/local/lib/python3.7/dist-packages pip
pyparsing                     3.0.8                 /usr/local/lib/python3.7/dist-packages pip
pyproj                        3.2.1                 /usr/local/lib/python3.7/dist-packages pip
pyrobuf                       0.9.3                 /usr/local/lib/python3.7/dist-packages pip
pyrosm                        0.6.1                 /usr/local/lib/python3.7/dist-packages pip
pyrsistent                    0.18.1                /usr/local/lib/python3.7/dist-packages pip
pyshp                         2.2.0                 /usr/local/lib/python3.7/dist-packages pip
pysndfile                     1.3.8                 /usr/local/lib/python3.7/dist-packages pip
PySocks                       1.7.1                 /usr/local/lib/python3.7/dist-packages pip
pystan                        2.19.1.1              /usr/local/lib/python3.7/dist-packages pip
pytest                        3.6.4                 /usr/local/lib/python3.7/dist-packages pip
python-apt                    0.0.0                 /usr/local/lib/python3.7/dist-packages
python-box                    6.0.2                 /usr/local/lib/python3.7/dist-packages pip
python-chess                  0.23.11               /usr/local/lib/python3.7/dist-packages pip
python-dateutil               2.8.2                 /usr/local/lib/python3.7/dist-packages pip
python-louvain                0.16                  /usr/local/lib/python3.7/dist-packages pip
python-rapidjson              1.6                   /usr/local/lib/python3.7/dist-packages pip
python-slugify                6.1.1                 /usr/local/lib/python3.7/dist-packages pip
python-utils                  3.1.0                 /usr/local/lib/python3.7/dist-packages pip
pytz                          2022.1                /usr/local/lib/python3.7/dist-packages pip
pyviz-comms                   2.2.0                 /usr/local/lib/python3.7/dist-packages pip
PyWavelets                    1.3.0                 /usr/local/lib/python3.7/dist-packages pip
PyYAML                        3.13                  /usr/local/lib/python3.7/dist-packages pip
pyzmq                         22.3.0                /usr/local/lib/python3.7/dist-packages pip
qdldl                         0.1.5.post2           /usr/local/lib/python3.7/dist-packages pip
qtconsole                     5.3.0                 /usr/local/lib/python3.7/dist-packages pip
QtPy                          2.0.1                 /usr/local/lib/python3.7/dist-packages pip
ratelim                       0.1.6                 /usr/local/lib/python3.7/dist-packages pip
regex                         2019.12.20            /usr/local/lib/python3.7/dist-packages pip
requests                      2.27.1                /usr/local/lib/python3.7/dist-packages pip
requests-oauthlib             1.3.1                 /usr/local/lib/python3.7/dist-packages pip
resampy                       0.2.2                 /usr/local/lib/python3.7/dist-packages pip
rpy2                          3.4.5                 /usr/local/lib/python3.7/dist-packages pip
rsa                           4.8                   /usr/local/lib/python3.7/dist-packages pip
Rtree                         1.0.0                 /usr/local/lib/python3.7/dist-packages pip
sankee                        0.0.7                 /usr/local/lib/python3.7/dist-packages pip
scikit-image                  0.18.3                /usr/local/lib/python3.7/dist-packages pip
scikit-learn                  1.0.2                 /usr/local/lib/python3.7/dist-packages pip
scipy                         1.4.1                 /usr/local/lib/python3.7/dist-packages pip
screen-resolution-extra       0.0.0                 /usr/lib/python3/dist-packages
scs                           3.2.0                 /usr/local/lib/python3.7/dist-packages pip
seaborn                       0.11.2                /usr/local/lib/python3.7/dist-packages pip
semver                        2.13.0                /usr/local/lib/python3.7/dist-packages pip
Send2Trash                    1.8.0                 /usr/local/lib/python3.7/dist-packages pip
setuptools                    57.4.0                /usr/local/lib/python3.7/dist-packages pip
setuptools-git                1.2                   /usr/local/lib/python3.7/dist-packages pip
Shapely                       1.8.1.post1           /usr/local/lib/python3.7/dist-packages pip
simplegeneric                 0.8.1                 /usr/local/lib/python3.7/dist-packages pip
six                           1.15.0                /usr/local/lib/python3.7/dist-packages pip
sklearn                       0.0                   /usr/local/lib/python3.7/dist-packages pip
sklearn-pandas                1.8.0                 /usr/local/lib/python3.7/dist-packages pip
smart-open                    5.2.1                 /usr/local/lib/python3.7/dist-packages pip
sniffio                       1.2.0                 /usr/local/lib/python3.7/dist-packages pip
snowballstemmer               2.2.0                 /usr/local/lib/python3.7/dist-packages pip
sortedcontainers              2.4.0                 /usr/local/lib/python3.7/dist-packages pip
SoundFile                     0.10.3.post1          /usr/local/lib/python3.7/dist-packages pip
soupsieve                     2.3.2.post1           /usr/local/lib/python3.7/dist-packages pip
spacy                         2.2.4                 /usr/local/lib/python3.7/dist-packages pip
Sphinx                        1.8.6                 /usr/local/lib/python3.7/dist-packages pip
sphinxcontrib-serializinghtml 1.1.5                 /usr/local/lib/python3.7/dist-packages pip
sphinxcontrib-websupport      1.2.4                 /usr/local/lib/python3.7/dist-packages pip
SQLAlchemy                    1.4.35                /usr/local/lib/python3.7/dist-packages pip
sqlparse                      0.4.2                 /usr/local/lib/python3.7/dist-packages pip
srsly                         1.0.5                 /usr/local/lib/python3.7/dist-packages pip
statsmodels                   0.10.2                /usr/local/lib/python3.7/dist-packages pip
sympy                         1.7.1                 /usr/local/lib/python3.7/dist-packages pip
tables                        3.7.0                 /usr/local/lib/python3.7/dist-packages pip
tabulate                      0.8.9                 /usr/local/lib/python3.7/dist-packages pip
tblib                         1.7.0                 /usr/local/lib/python3.7/dist-packages pip
tenacity                      8.0.1                 /usr/local/lib/python3.7/dist-packages pip
tensorboard                   2.8.0                 /usr/local/lib/python3.7/dist-packages pip
tensorboard-data-server       0.6.1                 /usr/local/lib/python3.7/dist-packages pip
tensorboard-plugin-wit        1.8.1                 /usr/local/lib/python3.7/dist-packages pip
tensorflow                    2.8.0                 /usr/local/lib/python3.7/dist-packages pip
tensorflow-datasets           4.0.1                 /usr/local/lib/python3.7/dist-packages pip
tensorflow-estimator          2.8.0                 /usr/local/lib/python3.7/dist-packages pip
tensorflow-gcs-config         2.8.0                 /usr/local/lib/python3.7/dist-packages pip
tensorflow-hub                0.12.0                /usr/local/lib/python3.7/dist-packages pip
tensorflow-io-gcs-filesystem  0.24.0                /usr/local/lib/python3.7/dist-packages pip
tensorflow-metadata           1.7.0                 /usr/local/lib/python3.7/dist-packages pip
tensorflow-probability        0.16.0                /usr/local/lib/python3.7/dist-packages pip
termcolor                     1.1.0                 /usr/local/lib/python3.7/dist-packages pip
terminado                     0.13.3                /usr/local/lib/python3.7/dist-packages pip
testpath                      0.6.0                 /usr/local/lib/python3.7/dist-packages pip
text-unidecode                1.3                   /usr/local/lib/python3.7/dist-packages pip
textblob                      0.15.3                /usr/local/lib/python3.7/dist-packages pip
Theano-PyMC                   1.1.2                 /usr/local/lib/python3.7/dist-packages pip
thinc                         7.4.0                 /usr/local/lib/python3.7/dist-packages pip
threadpoolctl                 3.1.0                 /usr/local/lib/python3.7/dist-packages pip
tifffile                      2021.11.2             /usr/local/lib/python3.7/dist-packages pip
tinycss2                      1.1.1                 /usr/local/lib/python3.7/dist-packages pip
tomli                         2.0.1                 /usr/local/lib/python3.7/dist-packages pip
toolz                         0.11.2                /usr/local/lib/python3.7/dist-packages pip
torch                         1.10.0+cu111          /usr/local/lib/python3.7/dist-packages pip
torchaudio                    0.10.0+cu111          /usr/local/lib/python3.7/dist-packages pip
torchsummary                  1.5.1                 /usr/local/lib/python3.7/dist-packages pip
torchtext                     0.11.0                /usr/local/lib/python3.7/dist-packages pip
torchvision                   0.11.1+cu111          /usr/local/lib/python3.7/dist-packages pip
tornado                       6.1                   /usr/local/lib/python3.7/dist-packages pip
tqdm                          4.64.0                /usr/local/lib/python3.7/dist-packages pip
traitlets                     5.1.1                 /usr/local/lib/python3.7/dist-packages pip
traittypes                    0.2.1                 /usr/local/lib/python3.7/dist-packages pip
tweepy                        3.10.0                /usr/local/lib/python3.7/dist-packages pip
typeguard                     2.7.1                 /usr/local/lib/python3.7/dist-packages pip
typing-extensions             4.1.1                 /usr/local/lib/python3.7/dist-packages pip
tzlocal                       1.5.1                 /usr/local/lib/python3.7/dist-packages pip
uritemplate                   3.0.1                 /usr/local/lib/python3.7/dist-packages pip
urllib3                       1.24.3                /usr/local/lib/python3.7/dist-packages pip
vega-datasets                 0.9.0                 /usr/local/lib/python3.7/dist-packages pip
wasabi                        0.9.1                 /usr/local/lib/python3.7/dist-packages pip
wcwidth                       0.2.5                 /usr/local/lib/python3.7/dist-packages pip
webencodings                  0.5.1                 /usr/local/lib/python3.7/dist-packages pip
websocket-client              1.3.2                 /usr/local/lib/python3.7/dist-packages pip
Werkzeug                      1.0.1                 /usr/local/lib/python3.7/dist-packages pip
wheel                         0.37.1                /usr/local/lib/python3.7/dist-packages pip
whitebox                      2.1.2                 /usr/local/lib/python3.7/dist-packages pip
whiteboxgui                   0.7.0                 /usr/local/lib/python3.7/dist-packages pip
widgetsnbextension            3.6.0                 /usr/local/lib/python3.7/dist-packages pip
wordcloud                     1.5.0                 /usr/local/lib/python3.7/dist-packages pip
wrapt                         1.14.0                /usr/local/lib/python3.7/dist-packages pip
xarray                        0.18.2                /usr/local/lib/python3.7/dist-packages pip
xgboost                       0.90                  /usr/local/lib/python3.7/dist-packages pip
xkit                          0.0.0                 /usr/lib/python3/dist-packages
xlrd                          1.1.0                 /usr/local/lib/python3.7/dist-packages pip
xlwt                          1.3.0                 /usr/local/lib/python3.7/dist-packages pip
xyzservices                   2022.4.0              /usr/local/lib/python3.7/dist-packages pip
yellowbrick                   1.4                   /usr/local/lib/python3.7/dist-packages pip
zict                          2.1.0                 /usr/local/lib/python3.7/dist-packages pip
zipp                          3.8.0                 /usr/local/lib/python3.7/dist-packages pip

I'm not too sure why I have been successful with Google colabs but not my local instances - any clarification would be greatly appreciated.
Many thanks

UPDATE

I have since been provided with a new Ubuntu laptop, thus a fresh install and the problems still persist.

As can be seen below - I can request and plot the initial network request I make (leeds_total_network) however any subsequent requests I make (i.e. leeds_driving_network | leeds_walking_network | leeds_cycling_network etc.)

I can request and plot the intitial network I request however an subsequant requests return a NoneType, however I am still able to perform this analysis within google colab with no issues.

Running my script (courtesy of reprexpy)

import pyrosm
import osmnx 
#import geemap
import folium 

print('Hello World!')
#> Hello World!


# View available places  for analysis
available_places = pyrosm.data.available
available_places.keys()
#> dict_keys(['test_data', 'regions', 'subregions', 'cities'])
'Leeds' in available_places['cities']
#> True

# Gets data from pyrosm providers (BBBike or Geofabrik) and stores in /temp directory - file can be saved to a user specified
# location with additional arguments i.e. get_data(place_name, directory='Desired location to save file')
place_name = 'Leeds'
file_path = pyrosm.get_data(place_name)
print('Data downloaded to:', file_path)
#> Data downloaded to: /tmp/pyrosm/Leeds.osm.pbf

# Initialises the OSM object that parses .osm.pbf files
osm = pyrosm.OSM(file_path)
print('osm type:', type(osm))
#> osm type: <class 'pyrosm.pyrosm.OSM'>

# Obtaining the total network for 'Leeds'
leeds_total_network = osm.get_network(network_type = 'all')
print('Variable shape:',leeds_total_network.shape, 'and type:', type(leeds_total_network))
#> Variable shape: (135779, 39) and type: <class 'geopandas.geodataframe.GeoDataFrame'>


# View all columns of data returned
keys = leeds_total_network.columns
print(keys)
#> Index(['access', 'area', 'bicycle', 'bicycle_road', 'bridge', 'busway',
#>        'cycleway', 'est_width', 'foot', 'footway', 'highway', 'int_ref',
#>        'junction', 'lanes', 'lit', 'maxspeed', 'motorcar', 'motor_vehicle',
#>        'name', 'oneway', 'overtaking', 'psv', 'ref', 'service', 'segregated',
#>        'sidewalk', 'smoothness', 'surface', 'tracktype', 'tunnel', 'turn',
#>        'width', 'id', 'timestamp', 'version', 'tags', 'osm_type', 'geometry',
#>        'length'],
#>       dtype='object')

# Plotting the total network for Leeds
leeds_total_network.plot()
#> <AxesSubplot:>

# Plot the dirving network of Leeds
leeds_driving_network = osm.get_network(network_type='driving')
leeds_driving_network.plot()
#> Traceback (most recent call last):
#> /tmp/ipykernel_463772/2209984829.py in <cell line: 1>()
#> ----> 1 leeds_driving_network.plot()
#> AttributeError: 'NoneType' object has no attribute 'plot'

# Here we request and plot ways that a friendly to pedestrians
leeds_walking_network = osm.get_network(network_type='walking')
leeds_walking_network.plot()
#> Traceback (most recent call last):
#> /tmp/ipykernel_463772/3815383564.py in <cell line: 1>()
#> ----> 1 leeds_walking_network.plot()
#> AttributeError: 'NoneType' object has no attribute 'plot'

# Here we request and plot ways that a friendly to cyclists
leeds_cycling_network = osm.get_network(network_type='cycling')
leeds_cycling_network.plot()
#> Traceback (most recent call last):
#> /tmp/ipykernel_463772/1723449363.py in <cell line: 1>()
#> ----> 1 leeds_cycling_network.plot()
#> AttributeError: 'NoneType' object has no attribute 'plot'

# View the number of rows of each network returned
print('all:', leeds_total_network.shape[0],
     '\ndriving:', leeds_driving_network.shape[0],
     '\nwalking:', leeds_walking_network.shape[0],
     '\ncycling:', leeds_cycling_network.shape[0])
#> Traceback (most recent call last):
#> /tmp/ipykernel_463772/2184378707.py in <cell line: 2>()
#>       1 # View the number of rows of each network returned
#>       2 print('all:', leeds_total_network.shape[0],
#> ----> 3      '\ndriving:', leeds_driving_network.shape[0],
#>       4      '\nwalking:', leeds_walking_network.shape[0],
#>       5      '\ncycling:', leeds_cycling_network.shape[0])
#> AttributeError: 'NoneType' object has no attribute 'shape'

# Here we request and plot the dirivng and Public Service Vehicle network for Leeds
test_driving_and_psv = osm.get_network(network_type='driving_psv')
test_driving_and_psv.plot()
#> Traceback (most recent call last):
#> /tmp/ipykernel_463772/3864397027.py in <cell line: 1>()
#> ----> 1 test_driving_and_psv.plot()
#> AttributeError: 'NoneType' object has no attribute 'plot'

# Here we request and plot the driving + service network for Leeds
test_driving_and_Service = osm.get_network(network_type='driving+service')
test_driving_and_Service.plot()
#> Traceback (most recent call last):
#> /tmp/ipykernel_463772/2877354686.py in <cell line: 1>()
#> ----> 1 test_driving_and_Service.plot()
#> AttributeError: 'NoneType' object has no attribute 'plot'

Environment setup (through terminal):

# Create a new environment with spyder installed!
conda create -n OSM_Python spyder

# Select the newly created environment
conda activate OSM_Python

# Install a number of packages used in our analysis (pyrosm get OSM data)
conda install -c conda-forge pyrosm

# Now we install OSMnx (OSM data getting and network analysis)
conda install -c conda-forge osmnx

# Now we install Geemap (visualisation)
conda install -c conda-forge geemap 

# Now we install folium (visualisation)
conda install -c conda-forge folium

# ERROR | No such comm target registered: ipython.widget | error removed through installation of ipywidgets (https://stackoverflow.com/questions/41743837/no-such-comm-target-registered-error-in-ipython)
conda install ipywidgets


# There is some incorrect text rendering fixable with the following (https://stackoverflow.com/questions/63302911/incorrect-rendering-in-anaconda-spyder-wrong-colours-in-text) 
sudo apt install imagemagick-6.q16

# Followed by running
cd /home/james/anaconda3/envs/OSM_Spyder
mogrify $(find . -name '*.png')

Packages on current conda environment:

# packages in environment at /home/james/anaconda3/envs/OSM_Python:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
affine                    2.3.1              pyhd8ed1ab_0    conda-forge
aiohttp                   3.8.1           py310h5764c6d_1    conda-forge
aiosignal                 1.2.0              pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.3.2              h166bdaf_0    conda-forge
anyio                     3.5.0           py310hff52083_0    conda-forge
aom                       3.3.0                h27087fc_1    conda-forge
argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0          py310h5764c6d_2    conda-forge
asttokens                 2.0.5              pyhd8ed1ab_0    conda-forge
async-timeout             4.0.2              pyhd8ed1ab_0    conda-forge
attrs                     21.4.0             pyhd8ed1ab_0    conda-forge
babel                     2.10.1             pyhd8ed1ab_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
beautifulsoup4            4.11.1             pyha770c72_0    conda-forge
bleach                    5.0.0              pyhd8ed1ab_0    conda-forge
blosc                     1.21.1               hd32f23e_0    conda-forge
boost-cpp                 1.74.0               h6cacc03_7    conda-forge
bqplot                    0.12.33            pyhd8ed1ab_0    conda-forge
branca                    0.4.2              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_7    conda-forge
brotli-bin                1.0.9                h166bdaf_7    conda-forge
brotlipy                  0.7.0           py310h5764c6d_1004    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.18.1               h7f98852_0    conda-forge
ca-certificates           2022.4.26            h06a4308_0  
cachetools                4.2.4              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            ha12eb4b_1010    conda-forge
certifi                   2020.6.20          pyhd3eb1b0_3  
cffi                      1.15.0          py310h0fdd8cc_0    conda-forge
cfitsio                   4.1.0                hd9d235c_0    conda-forge
charset-normalizer        2.0.12             pyhd8ed1ab_0    conda-forge
click                     8.1.3           py310hff52083_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
colour                    0.1.5                      py_0    conda-forge
cryptography              36.0.2          py310h597c629_1    conda-forge
curl                      7.83.0               h7bff187_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cykhash                   2.0.0           py310hd8f1fbe_1    conda-forge
cython                    0.29.28         py310hd8f1fbe_2    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
debugpy                   1.6.0           py310hd8f1fbe_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
earthengine-api           0.1.307            pyhd8ed1ab_0    conda-forge
ee_extra                  0.0.13             pyhd8ed1ab_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
executing                 0.8.3              pyhd8ed1ab_0    conda-forge
expat                     2.4.8                h27087fc_0    conda-forge
ffmpeg                    5.0.1                h594f047_0    conda-forge
ffmpeg-python             0.2.0                      py_0    conda-forge
filelock                  3.6.0              pyhd8ed1ab_0    conda-forge
fiona                     1.8.21          py310h35effa4_1    conda-forge
flit-core                 3.7.1              pyhd8ed1ab_0    conda-forge
folium                    0.12.1.post1       pyhd8ed1ab_1    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.0               h8e229c2_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.33.3          py310h5764c6d_0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
freexl                    1.0.6                h7f98852_0    conda-forge
frozenlist                1.3.0           py310h5764c6d_1    conda-forge
future                    0.18.2          py310hff52083_5    conda-forge
gdal                      3.4.2                    pypi_0    pypi
gdown                     4.4.0              pyhd8ed1ab_0    conda-forge
geeadd                    0.5.4              pyhd8ed1ab_0    conda-forge
geemap                    0.13.4             pyhd8ed1ab_1    conda-forge
geocoder                  1.38.1                     py_1    conda-forge
geojson                   2.5.0                      py_0    conda-forge
geopandas                 0.10.2             pyhd8ed1ab_1    conda-forge
geopandas-base            0.10.2             pyha770c72_1    conda-forge
geos                      3.10.2               h9c3ff4c_0    conda-forge
geotiff                   1.7.1                h509b78c_1    conda-forge
gettext                   0.19.8.1          h73d1719_1008    conda-forge
giflib                    5.2.1                h36c2ea0_2    conda-forge
gmp                       6.2.1                h58526e2_0    conda-forge
gnutls                    3.6.13               h85f3911_1    conda-forge
google-api-core           1.25.1             pyhd3eb1b0_0  
google-api-python-client  1.12.8             pyhd3deb0d_0    conda-forge
google-auth               1.35.0             pyh6c4a22f_0    conda-forge
google-auth-httplib2      0.1.0              pyhd8ed1ab_0    conda-forge
google-cloud-core         1.7.1              pyhd3eb1b0_0  
google-cloud-storage      1.19.0                     py_0    conda-forge
google-crc32c             1.1.2           py310he8fe98e_3    conda-forge
google-resumable-media    2.1.0              pyh6c4a22f_0    conda-forge
googleapis-common-protos  1.56.0          py310hff52083_0    conda-forge
grpcio                    1.45.0          py310h44b9e0c_0    conda-forge
gst-plugins-base          1.20.2               hcf0ee16_0    conda-forge
gstreamer                 1.20.2               hd4edc92_0    conda-forge
hdf4                      4.2.15               h10796ff_3    conda-forge
hdf5                      1.12.1          nompi_h2386368_104    conda-forge
httplib2                  0.20.4             pyhd8ed1ab_0    conda-forge
httplib2shim              0.0.3              pyh9f0ad1d_0    conda-forge
icu                       69.1                 h9c3ff4c_0    conda-forge
idna                      3.3                pyhd8ed1ab_0    conda-forge
importlib-metadata        4.11.3          py310hff52083_1    conda-forge
importlib_metadata        4.11.3               hd8ed1ab_1    conda-forge
importlib_resources       5.7.1              pyhd8ed1ab_0    conda-forge
ipyevents                 2.0.1              pyhd8ed1ab_0    conda-forge
ipyfilechooser            0.6.0              pyhd8ed1ab_0    conda-forge
ipykernel                 6.13.0          py310hfdc917e_0    conda-forge
ipyleaflet                0.16.0             pyhd8ed1ab_3    conda-forge
ipython                   8.3.0           py310hff52083_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipytree                   0.2.1              pyhd8ed1ab_0    conda-forge
ipywidgets                7.7.0              pyhd8ed1ab_0    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.1          py310hff52083_1    conda-forge
jinja2                    3.1.1              pyhd8ed1ab_0    conda-forge
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h166bdaf_1    conda-forge
json-c                    0.16                 hc379101_0    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                4.4.0              pyhd8ed1ab_0    conda-forge
jupyter_client            7.3.0              pyhd8ed1ab_0    conda-forge
jupyter_core              4.9.2           py310hff52083_0    conda-forge
jupyter_server            1.17.0             pyhd8ed1ab_0    conda-forge
jupyterlab                3.4.0              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
jupyterlab_server         2.13.0             pyhd8ed1ab_1    conda-forge
jupyterlab_widgets        1.1.0              pyhd8ed1ab_0    conda-forge
kealib                    1.4.14               h87e4c3c_3    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.2           py310hbf28c38_1    conda-forge
krb5                      1.19.3               h3790be6_0    conda-forge
lame                      3.100             h7f98852_1001    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           14_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h166bdaf_7    conda-forge
libbrotlidec              1.0.9                h166bdaf_7    conda-forge
libbrotlienc              1.0.9                h166bdaf_7    conda-forge
libcblas                  3.9.0           14_linux64_openblas    conda-forge
libclang                  13.0.1          default_hc23dcda_0    conda-forge
libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
libcurl                   7.83.0               h7bff187_0    conda-forge
libdap4                   3.20.6               hd7c4107_2    conda-forge
libdeflate                1.10                 h7f98852_0    conda-forge
libdrm                    2.4.109              h7f98852_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.10               h9b69904_4    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libgcc-ng                 11.2.0              h1d223b6_16    conda-forge
libgdal                   3.4.2                hb785293_6    conda-forge
libgfortran-ng            11.2.0              h69a702a_16    conda-forge
libgfortran5              11.2.0              h5c6108e_16    conda-forge
libglib                   2.70.2               h174f98d_4    conda-forge
libgomp                   11.2.0              h1d223b6_16    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
libkml                    1.3.0             h238a007_1014    conda-forge
liblapack                 3.9.0           14_linux64_openblas    conda-forge
libllvm13                 13.0.1               hf817b99_2    conda-forge
libnetcdf                 4.8.1           nompi_h329d8a1_102    conda-forge
libnghttp2                1.47.0               h727a467_0    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.20          pthreads_h78a6416_0    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpciaccess              0.16                 h516909a_0    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libpq                     14.2                 hd57d9b9_0    conda-forge
libprotobuf               3.20.0               h6239696_0    conda-forge
librttopo                 1.1.0                hf69c175_9    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libspatialindex           1.9.3                h9c3ff4c_4    conda-forge
libspatialite             5.0.1               ha867d66_15    conda-forge
libssh2                   1.10.0               ha56f1ee_2    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_16    conda-forge
libtiff                   4.3.0                h542a066_3    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libva                     2.14.0               h7f98852_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libvpx                    1.11.0               h9c3ff4c_3    conda-forge
libwebp                   1.2.2                h3452ae3_0    conda-forge
libwebp-base              1.2.2                h7f98852_1    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.0.3                he3ba5ed_0    conda-forge
libxml2                   2.9.12               h885dcf4_1    conda-forge
libzip                    1.8.0                h4de3113_1    conda-forge
libzlib                   1.2.11            h166bdaf_1014    conda-forge
logzero                   1.7.0           py310hff52083_2    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
mapclassify               2.4.3              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.1           py310h5764c6d_1    conda-forge
matplotlib                3.5.2           py310hff52083_0    conda-forge
matplotlib-base           3.5.2           py310h5701ce4_0    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mistune                   0.8.4           py310h6acc77f_1005    conda-forge
multidict                 6.0.2           py310h5764c6d_1    conda-forge
munch                     2.5.0                      py_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mysql-common              8.0.29               haf5c9bc_0    conda-forge
mysql-libs                8.0.29               h28c427c_0    conda-forge
nbclassic                 0.3.7              pyhd8ed1ab_0    conda-forge
nbclient                  0.6.2              pyhd8ed1ab_0    conda-forge
nbconvert                 6.5.0              pyhd8ed1ab_0    conda-forge
nbconvert-core            6.5.0              pyhd8ed1ab_0    conda-forge
nbconvert-pandoc          6.5.0              pyhd8ed1ab_0    conda-forge
nbformat                  5.4.0              pyhd8ed1ab_0    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
nest-asyncio              1.5.5              pyhd8ed1ab_0    conda-forge
nettle                    3.6                  he412f7d_0    conda-forge
networkx                  2.8                pyhd8ed1ab_0    conda-forge
notebook                  6.4.11             pyha770c72_0    conda-forge
notebook-shim             0.1.0              pyhd8ed1ab_0    conda-forge
nspr                      4.32                 h9c3ff4c_1    conda-forge
nss                       3.77                 h2350873_0    conda-forge
numpy                     1.22.3          py310h4ef5377_2    conda-forge
openh264                  2.1.1                h780b84a_0    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   1.1.1n               h7f8727e_0  
osmnx                     1.1.2              pyhd8ed1ab_0    conda-forge
packaging                 21.3               pyhd8ed1ab_0    conda-forge
pandas                    1.4.2           py310h769672d_1    conda-forge
pandoc                    2.18                 ha770c72_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
pcre                      8.45                 h9c3ff4c_0    conda-forge
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.1.0           py310he619898_2    conda-forge
pip                       22.0.4             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
plotly                    5.7.0              pyhd8ed1ab_0    conda-forge
poppler                   22.01.0              h1434ded_2    conda-forge
poppler-data              0.4.11               hd8ed1ab_0    conda-forge
postgresql                14.2                 h2510834_0    conda-forge
proj                      9.0.0                h93bde94_1    conda-forge
prometheus_client         0.14.1             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.29             pyha770c72_0    conda-forge
protobuf                  3.20.0          py310hd8f1fbe_4    conda-forge
psutil                    5.9.0           py310h5764c6d_1    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.7                      py_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pycrs                     1.0.2                      py_0    conda-forge
pygeos                    0.12.0          py310hb974679_2    conda-forge
pygments                  2.12.0             pyhd8ed1ab_0    conda-forge
pyopenssl                 22.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.8              pyhd8ed1ab_0    conda-forge
pyproj                    3.3.1           py310h9bf108f_0    conda-forge
pyqt                      5.12.3          py310hff52083_8    conda-forge
pyqt-impl                 5.12.3          py310h1f8e252_8    conda-forge
pyqt5-sip                 4.19.18         py310h122e73d_8    conda-forge
pyqtchart                 5.12            py310hfcd6d55_8    conda-forge
pyqtwebengine             5.12.1          py310hfcd6d55_8    conda-forge
pyrobuf                   0.9.3           py310hd8f1fbe_4    conda-forge
pyrosm                    0.6.1           py310hd8f1fbe_1    conda-forge
pyrsistent                0.18.1          py310h5764c6d_1    conda-forge
pyshp                     2.3.0              pyhd8ed1ab_0    conda-forge
pysocks                   1.7.1           py310hff52083_5    conda-forge
python                    3.10.4          h9a8a25e_0_cpython    conda-forge
python-box                6.0.2              pyhd8ed1ab_0    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-fastjsonschema     2.15.3             pyhd8ed1ab_0    conda-forge
python-rapidjson          1.6             py310hd8f1fbe_0    conda-forge
python_abi                3.10                    2_cp310    conda-forge
pytz                      2022.1             pyhd8ed1ab_0    conda-forge
pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
pyzmq                     22.3.0          py310h330234f_2    conda-forge
qt                        5.12.9               h1304e3e_6    conda-forge
rasterio                  1.2.10          py310hdadb6e9_5    conda-forge
ratelim                   0.1.6                      py_2    conda-forge
readline                  8.1                  h46c0cb4_0    conda-forge
requests                  2.27.1             pyhd8ed1ab_0    conda-forge
rsa                       4.8                pyhd8ed1ab_0    conda-forge
rtree                     1.0.0           py310hbdcdc62_1    conda-forge
ruamel.yaml               0.17.21         py310h5764c6d_1    conda-forge
ruamel.yaml.clib          0.2.6           py310h5764c6d_1    conda-forge
sankee                    0.0.7              pyhd8ed1ab_0    conda-forge
scikit-learn              1.0.2           py310h1246948_0    conda-forge
scipy                     1.8.0           py310hea5193d_1    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                62.1.0          py310hff52083_0    conda-forge
shapely                   1.8.2           py310hb974679_0    conda-forge
simplejson                3.17.6          py310h5764c6d_1    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
snappy                    1.1.8                he1b5a44_3    conda-forge
sniffio                   1.2.0           py310hff52083_3    conda-forge
snuggs                    1.4.7                      py_0    conda-forge
soupsieve                 2.3.1              pyhd8ed1ab_0    conda-forge
sqlite                    3.38.4               h4ff8645_0    conda-forge
stack_data                0.2.0              pyhd8ed1ab_0    conda-forge
svt-av1                   0.9.1                h27087fc_0    conda-forge
tenacity                  8.0.1              pyhd8ed1ab_0    conda-forge
terminado                 0.13.3          py310hff52083_1    conda-forge
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tiledb                    2.8.2                h1e4a385_0    conda-forge
tinycss2                  1.1.1              pyhd8ed1ab_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tornado                   6.1             py310h5764c6d_3    conda-forge
tqdm                      4.64.0             pyhd8ed1ab_0    conda-forge
traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
traittypes                0.2.1              pyh9f0ad1d_2    conda-forge
typing-extensions         4.2.0                hd8ed1ab_1    conda-forge
typing_extensions         4.2.0              pyha770c72_1    conda-forge
tzcode                    2022a                h166bdaf_0    conda-forge
tzdata                    2022a                h191b570_0    conda-forge
unicodedata2              14.0.0          py310h5764c6d_1    conda-forge
uritemplate               3.0.1                      py_0    conda-forge
urllib3                   1.26.9             pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          1.3.2              pyhd8ed1ab_0    conda-forge
wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
whitebox                  2.1.2              pyhd8ed1ab_0    conda-forge
whiteboxgui               0.7.0              pyhd8ed1ab_0    conda-forge
widgetsnbextension        3.6.0           py310hff52083_0    conda-forge
x264                      1!161.3030           h7f98852_1    conda-forge
x265                      3.5                  h924138e_3    conda-forge
xerces-c                  3.2.3                h8ce2273_4    conda-forge
xorg-fixesproto           5.0               h7f98852_1002    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.7.2                h7f98852_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h7f98852_1    conda-forge
xorg-libxfixes            5.0.3             h7f98852_1004    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xyzservices               2022.4.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yarl                      1.7.2           py310h5764c6d_2    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zipp                      3.8.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h166bdaf_1014    conda-forge
zstd                      1.5.2                ha95c52a_0    conda-forge

@hulsiejames : Thanks for reporting and good reproducible examples. Will take a look this in the coming days.

Hi, sorry to add to this, I'm having the same issue. I can only get one network for one session and need to restart the kernel to get another network.

@lenkahas Hmm, quite weird behavior. Thanks for reporting, will also look at this.

This has been hanging for veeery long, but I just tried to reproduce this error and things works as expected on my computer. I.e. I can retrieve multiple different networks using the same osm instance (without a need to re-initialize the object). In case this is still relevant, could you try to reinstall the new version of pyrosm v0.6.2 and see if the problem still exists?