argoverse / av2-api

Argoverse 2: Next generation datasets for self-driving perception and forecasting.
https://argoverse.github.io/user-guide/
MIT License
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Question about SynchronizationDB class #250

Open jhkwag970 opened 4 months ago

jhkwag970 commented 4 months ago

Hello, Thank you for your great work!

As I am working on map change detection (including TbV code), I encounter the problem on SynchronizationDB class. (line 123)

for log_fpath in log_fpaths:
            log_id = Path(log_fpath).name

            self.per_log_cam_timestamps_index[log_id] = {}
            for cam_name in list(RingCameras) + list(StereoCameras):

                **sensor_folder_wildcard** = f"{dataset_dir}/{log_id}/sensors/cameras/{cam_name}/*.jpg"

                cam_timestamps = get_timestamps_from_sensor_folder(sensor_folder_wildcard)
                self.per_log_cam_timestamps_index[log_id][cam_name] = cam_timestamps

            sensor_folder_wildcard = f"{dataset_dir}/{log_id}/sensors/lidar/*.feather"
            lidar_timestamps = get_timestamps_from_sensor_folder(sensor_folder_wildcard)
            self.per_log_lidar_timestamps_index[log_id] = lidar_timestamps

This code is from SynchronizationDB's init method. In the second for loop, it is extracting constant values of RingCameras and StereoCameras and assign it to sensor_folder_wildcard variable. And RingtCamera and StereoCameras class constant looks like this:

from enum import Enum, unique

@unique
class RingCameras(str, Enum):
    """Ring Camera names."""

    RING_REAR_LEFT = "ring_rear_left"
    RING_SIDE_LEFT = "ring_side_left"
    RING_FRONT_LEFT = "ring_front_left"
    RING_FRONT_CENTER = "ring_front_center"
    RING_FRONT_RIGHT = "ring_front_right"
    RING_SIDE_RIGHT = "ring_side_right"
    RING_REAR_RIGHT = "ring_rear_right"

@unique
class StereoCameras(str, Enum):
    """Stereo camera names."""

    STEREO_FRONT_LEFT = "stereo_front_left"
    STEREO_FRONT_RIGHT = "stereo_front_right"

So, sensor_folder_wildcard variable should have directory and jpg name like this:

/data/logs/8YhgWIdiWHsFLNb38FDcHRc48I78SJx0__Autumn_2020/sensors/cameras/ring_front_center/*.jpg

because when I download the dataset from Argoverse2 User Guide Script (https://argoverse.github.io/user-guide/getting_started.html#downloading-the-data) from Download the Dataset section, the folder directories look like this:

image

However, actual result of sensor_folder_wildcard variable is

/data/logs/8nJWS9DfEqrtcvBcMfrPCOaQACTB4KNs__Spring_2020/sensors/cameras/RingCameras.RING_REAR_LEFT/*.jpg

So, SynchronizationDB class does not hold any camera img directory value in the dictionary.

Is this something that was updated that I was not able to catch?

the problem can be solve by changing

sensor_folder_wildcard = f"{dataset_dir}/{log_id}/sensors/cameras/{cam_name}/*.jpg"

to

sensor_folder_wildcard = f"{dataset_dir}/{log_id}/sensors/cameras/{cam_name.value}/*.jpg"

However, I am wonder I can just change it by myself and it might cause another error on other side.

These are list of packages that I installed on the conda env

# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
alsa-lib                  1.2.10               hd590300_0    conda-forge
antlr-python-runtime      4.9.3              pyhd8ed1ab_1    conda-forge
aom                       3.8.1                h59595ed_0    conda-forge
argcomplete               3.2.2                    pypi_0    pypi
astroid                   3.0.3           py312h7900ff3_0    conda-forge
atk-1.0                   2.38.0               hd4edc92_1    conda-forge
attr                      2.5.1                h166bdaf_1    conda-forge
av                        11.0.0                   pypi_0    pypi
av2                       0.1.0                    pypi_0    pypi
aws-c-auth                0.7.16               ha03d3f0_5    conda-forge
aws-c-cal                 0.6.10               hb29e0c7_1    conda-forge
aws-c-common              0.9.13               hd590300_0    conda-forge
aws-c-compression         0.2.18               hecc5fa9_1    conda-forge
aws-c-event-stream        0.4.2                h5e81bdb_3    conda-forge
aws-c-http                0.8.1                h359bc3d_4    conda-forge
aws-c-io                  0.14.4               h90346a2_2    conda-forge
aws-c-mqtt                0.10.2               ha8e6ef5_3    conda-forge
aws-c-s3                  0.5.1                h54412c4_6    conda-forge
aws-c-sdkutils            0.1.15               hecc5fa9_1    conda-forge
aws-checksums             0.1.18               hecc5fa9_1    conda-forge
aws-crt-cpp               0.26.2               he2a05a2_5    conda-forge
aws-sdk-cpp               1.11.267             h5606698_1    conda-forge
black                     24.2.0          py312h7900ff3_0    conda-forge
blas                      1.0                         mkl    conda-forge
bokeh                     3.3.4              pyhd8ed1ab_0    conda-forge
brotli                    1.1.0                hd590300_1    conda-forge
brotli-bin                1.1.0                hd590300_1    conda-forge
brotli-python             1.1.0           py312h30efb56_1    conda-forge
bzip2                     1.0.8                hd590300_5    conda-forge
c-ares                    1.27.0               hd590300_0    conda-forge
ca-certificates           2024.2.2             hbcca054_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cairo                     1.18.0               h3faef2a_0    conda-forge
captum                    0.7.0                    pypi_0    pypi
certifi                   2024.2.2           pyhd8ed1ab_0    conda-forge
charset-normalizer        3.3.2              pyhd8ed1ab_0    conda-forge
click                     8.1.7           unix_pyh707e725_0    conda-forge
cloudpickle               3.0.0              pyhd8ed1ab_0    conda-forge
colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
colorlog                  6.8.2                    pypi_0    pypi
contourpy                 1.2.0           py312h8572e83_0    conda-forge
coverage                  7.4.3           py312h98912ed_1    conda-forge
cudatoolkit               11.3.1              hb98b00a_13    conda-forge
cycler                    0.12.1             pyhd8ed1ab_0    conda-forge
cytoolz                   0.12.3          py312h98912ed_0    conda-forge
dask                      2024.2.0           pyhd8ed1ab_0    conda-forge
dask-core                 2024.2.0           pyhd8ed1ab_0    conda-forge
dav1d                     1.2.1                hd590300_0    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
dill                      0.3.8              pyhd8ed1ab_0    conda-forge
distlib                   0.3.8                    pypi_0    pypi
distributed               2024.2.0           pyhd8ed1ab_0    conda-forge
exceptiongroup            1.2.0              pyhd8ed1ab_2    conda-forge
expat                     2.5.0                hcb278e6_1    conda-forge
ffmpeg                    6.1.1           gpl_h8007c5b_104    conda-forge
filelock                  3.13.1             pyhd8ed1ab_0    conda-forge
flake8                    7.0.0              pyhd8ed1ab_0    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                 h77eed37_1    conda-forge
fontconfig                2.14.2               h14ed4e7_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.49.0          py312h98912ed_0    conda-forge
freeglut                  3.2.2                hac7e632_2    conda-forge
freetype                  2.12.1               h267a509_2    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
fsspec                    2024.2.0           pyhca7485f_0    conda-forge
gdk-pixbuf                2.42.10              h829c605_4    conda-forge
geos                      3.12.1               h59595ed_0    conda-forge
gettext                   0.21.1               h27087fc_0    conda-forge
gflags                    2.2.2             he1b5a44_1004    conda-forge
giflib                    5.2.1                h0b41bf4_3    conda-forge
glib                      2.78.4               hfc55251_0    conda-forge
glib-tools                2.78.4               hfc55251_0    conda-forge
glog                      0.7.0                hed5481d_0    conda-forge
gmp                       6.3.0                h59595ed_0    conda-forge
gnutls                    3.7.9                hb077bed_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
graphviz                  9.0.0                h78e8752_1    conda-forge
gst-plugins-base          1.22.9               h8e1006c_0    conda-forge
gstreamer                 1.22.9               h98fc4e7_0    conda-forge
gtk2                      2.24.33              h7f000aa_3    conda-forge
gts                       0.7.6                h977cf35_4    conda-forge
h5py                      3.10.0          nompi_py312h1b477d7_101    conda-forge
harfbuzz                  8.3.0                h3d44ed6_0    conda-forge
hdf5                      1.14.3          nompi_h4f84152_100    conda-forge
hydra-core                1.3.2              pyhd8ed1ab_0    conda-forge
icu                       73.2                 h59595ed_0    conda-forge
idna                      3.6                pyhd8ed1ab_0    conda-forge
imageio                   2.34.0             pyh4b66e23_0    conda-forge
importlib-metadata        7.0.1              pyha770c72_0    conda-forge
importlib_metadata        7.0.1                hd8ed1ab_0    conda-forge
importlib_resources       6.1.1              pyhd8ed1ab_0    conda-forge
iniconfig                 2.0.0              pyhd8ed1ab_0    conda-forge
intel-openmp              2023.1.0         hdb19cb5_46306  
isort                     5.13.2             pyhd8ed1ab_0    conda-forge
jasper                    4.2.1                he6dfbbe_0    conda-forge
jinja2                    3.1.3              pyhd8ed1ab_0    conda-forge
joblib                    1.3.2              pyhd8ed1ab_0    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.5           py312h8572e83_1    conda-forge
krb5                      1.21.2               h659d440_0    conda-forge
lame                      3.100             h166bdaf_1003    conda-forge
lazy-loader               0.3                      pypi_0    pypi
lcms2                     2.16                 hb7c19ff_0    conda-forge
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
lerc                      4.0.0                h27087fc_0    conda-forge
libabseil                 20240116.1      cxx17_h59595ed_1    conda-forge
libaec                    1.1.2                h59595ed_1    conda-forge
libarrow                  15.0.0           h5001e6d_7_cpu    conda-forge
libarrow-acero            15.0.0           h59595ed_7_cpu    conda-forge
libarrow-dataset          15.0.0           h59595ed_7_cpu    conda-forge
libarrow-flight           15.0.0           hf334d8d_7_cpu    conda-forge
libarrow-flight-sql       15.0.0           h469e5c9_7_cpu    conda-forge
libarrow-gandiva          15.0.0           h3f306ff_7_cpu    conda-forge
libarrow-substrait        15.0.0           h469e5c9_7_cpu    conda-forge
libass                    0.17.1               h8fe9dca_1    conda-forge
libblas                   3.9.0           1_h86c2bf4_netlib    conda-forge
libbrotlicommon           1.1.0                hd590300_1    conda-forge
libbrotlidec              1.1.0                hd590300_1    conda-forge
libbrotlienc              1.1.0                hd590300_1    conda-forge
libcap                    2.69                 h0f662aa_0    conda-forge
libcblas                  3.9.0           5_h92ddd45_netlib    conda-forge
libclang                  15.0.7          default_hb11cfb5_4    conda-forge
libclang13                15.0.7          default_ha2b6cf4_4    conda-forge
libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
libcups                   2.3.3                h4637d8d_4    conda-forge
libcurl                   8.5.0                hca28451_0    conda-forge
libdeflate                1.19                 hd590300_0    conda-forge
libdrm                    2.4.120              hd590300_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 hd590300_2    conda-forge
libevent                  2.1.12               hf998b51_1    conda-forge
libexpat                  2.5.0                hcb278e6_1    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libflac                   1.4.3                h59595ed_0    conda-forge
libgcc-ng                 13.2.0               h807b86a_5    conda-forge
libgcrypt                 1.10.3               hd590300_0    conda-forge
libgd                     2.3.3                h119a65a_9    conda-forge
libgfortran-ng            13.2.0               h69a702a_5    conda-forge
libgfortran5              13.2.0               ha4646dd_5    conda-forge
libglib                   2.78.4               h783c2da_0    conda-forge
libglu                    9.0.0             hac7e632_1003    conda-forge
libgomp                   13.2.0               h807b86a_5    conda-forge
libgoogle-cloud           2.21.0               h72bcb37_2    conda-forge
libgoogle-cloud-storage   2.21.0               hc7a4891_2    conda-forge
libgpg-error              1.48                 h71f35ed_0    conda-forge
libgrpc                   1.61.1               hccd595a_0    conda-forge
libhwloc                  2.9.3           default_h554bfaf_1009    conda-forge
libiconv                  1.17                 hd590300_2    conda-forge
libidn2                   2.3.7                hd590300_0    conda-forge
libjpeg-turbo             3.0.0                hd590300_1    conda-forge
liblapack                 3.9.0           5_h92ddd45_netlib    conda-forge
liblapacke                3.9.0           5_h92ddd45_netlib    conda-forge
libllvm15                 15.0.7               hb3ce162_4    conda-forge
libllvm16                 16.0.6               hb3ce162_3    conda-forge
libnghttp2                1.58.0               h47da74e_1    conda-forge
libnl                     3.9.0                hd590300_0    conda-forge
libnsl                    2.0.1                hd590300_0    conda-forge
libnuma                   2.0.16               h0b41bf4_1    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopencv                 4.9.0           py312h3e73a0f_8    conda-forge
libopenvino               2023.3.0             h2e90f83_2    conda-forge
libopenvino-auto-batch-plugin 2023.3.0             hd5fc58b_2    conda-forge
libopenvino-auto-plugin   2023.3.0             hd5fc58b_2    conda-forge
libopenvino-hetero-plugin 2023.3.0             h3ecfda7_2    conda-forge
libopenvino-intel-cpu-plugin 2023.3.0             h2e90f83_2    conda-forge
libopenvino-intel-gpu-plugin 2023.3.0             h2e90f83_2    conda-forge
libopenvino-ir-frontend   2023.3.0             h3ecfda7_2    conda-forge
libopenvino-onnx-frontend 2023.3.0             h469e5c9_2    conda-forge
libopenvino-paddle-frontend 2023.3.0             h469e5c9_2    conda-forge
libopenvino-pytorch-frontend 2023.3.0             h59595ed_2    conda-forge
libopenvino-tensorflow-frontend 2023.3.0             he1e0747_2    conda-forge
libopenvino-tensorflow-lite-frontend 2023.3.0             h59595ed_2    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libparquet                15.0.0           h352af49_7_cpu    conda-forge
libpciaccess              0.18                 hd590300_0    conda-forge
libpng                    1.6.43               h2797004_0    conda-forge
libpq                     16.2                 h33b98f1_0    conda-forge
libprotobuf               4.25.2               h08a7969_1    conda-forge
libre2-11                 2023.09.01           h5a48ba9_0    conda-forge
librsvg                   2.56.3               he3f83f7_1    conda-forge
libsndfile                1.2.2                hc60ed4a_1    conda-forge
libsqlite                 3.45.1               h2797004_0    conda-forge
libssh2                   1.11.0               h0841786_0    conda-forge
libstdcxx-ng              13.2.0               h7e041cc_5    conda-forge
libsystemd0               255                  h3516f8a_0    conda-forge
libtasn1                  4.19.0               h166bdaf_0    conda-forge
libthrift                 0.19.0               hb90f79a_1    conda-forge
libtiff                   4.6.0                ha9c0a0a_2    conda-forge
libunistring              0.9.10               h7f98852_0    conda-forge
libutf8proc               2.8.0                h166bdaf_0    conda-forge
libuuid                   2.38.1               h0b41bf4_0    conda-forge
libva                     2.20.0               hd590300_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libvpx                    1.13.1               h59595ed_0    conda-forge
libwebp                   1.3.2                h658648e_1    conda-forge
libwebp-base              1.3.2                hd590300_0    conda-forge
libxcb                    1.15                 h0b41bf4_0    conda-forge
libxcrypt                 4.4.36               hd590300_1    conda-forge
libxkbcommon              1.6.0                hd429924_1    conda-forge
libxml2                   2.12.5               h232c23b_0    conda-forge
libzlib                   1.2.13               hd590300_5    conda-forge
llvm-openmp               15.0.7               h0cdce71_0    conda-forge
llvmlite                  0.42.0                   pypi_0    pypi
locket                    1.0.0              pyhd8ed1ab_0    conda-forge
lz4                       4.3.3           py312h03f37cb_0    conda-forge
lz4-c                     1.9.4                hcb278e6_0    conda-forge
mapbox_earcut             1.0.1           py312h8572e83_0    conda-forge
markdown-it-py            3.0.0                    pypi_0    pypi
markupsafe                2.1.5           py312h98912ed_0    conda-forge
matplotlib                3.8.3           py312h7900ff3_0    conda-forge
matplotlib-base           3.8.3           py312he5832f3_0    conda-forge
mccabe                    0.7.0              pyhd8ed1ab_0    conda-forge
mdurl                     0.1.2                    pypi_0    pypi
mkl                       2023.1.0         h213fc3f_46344  
mpg123                    1.32.4               h59595ed_0    conda-forge
mpmath                    1.3.0              pyhd8ed1ab_0    conda-forge
mseg                      1.0.0                     dev_0    <develop>
msgpack-python            0.5.6                    pypi_0    pypi
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mypy                      1.8.0           py312h98912ed_0    conda-forge
mypy_extensions           1.0.0              pyha770c72_0    conda-forge
mysql-common              8.0.33               hf1915f5_6    conda-forge
mysql-libs                8.0.33               hca2cd23_6    conda-forge
ncurses                   6.4                  h59595ed_2    conda-forge
nettle                    3.9.1                h7ab15ed_0    conda-forge
networkx                  3.2.1              pyhd8ed1ab_0    conda-forge
nox                       2023.4.22                pypi_0    pypi
nspr                      4.35                 h27087fc_0    conda-forge
nss                       3.98                 h1d7d5a4_0    conda-forge
numba                     0.59.0                   pypi_0    pypi
numpy                     1.26.4          py312heda63a1_0    conda-forge
ocl-icd                   2.3.2                hd590300_0    conda-forge
omegaconf                 2.3.0              pyhd8ed1ab_0    conda-forge
opencv                    4.9.0           py312h33482e2_8    conda-forge
openh264                  2.4.1                h59595ed_0    conda-forge
openjpeg                  2.5.0                h488ebb8_3    conda-forge
openssl                   3.2.1                hd590300_0    conda-forge
orc                       1.9.2                h00e871a_2    conda-forge
p11-kit                   0.24.1               hc5aa10d_0    conda-forge
packaging                 23.2               pyhd8ed1ab_0    conda-forge
pandas                    2.2.1           py312hfb8ada1_0    conda-forge
pango                     1.50.14              ha41ecd1_2    conda-forge
partd                     1.4.1              pyhd8ed1ab_0    conda-forge
pathspec                  0.12.1             pyhd8ed1ab_0    conda-forge
pcre2                     10.42                hcad00b1_0    conda-forge
pillow                    10.2.0          py312hf3581a9_0    conda-forge
pip                       24.0               pyhd8ed1ab_0    conda-forge
pixman                    0.43.2               h59595ed_0    conda-forge
platformdirs              4.2.0              pyhd8ed1ab_0    conda-forge
plotly                    5.19.0             pyhd8ed1ab_0    conda-forge
pluggy                    1.4.0              pyhd8ed1ab_0    conda-forge
ply                       3.11                       py_1    conda-forge
psutil                    5.9.8           py312h98912ed_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
pugixml                   1.14                 h59595ed_0    conda-forge
pulseaudio-client         16.1                 hb77b528_5    conda-forge
py-opencv                 4.9.0           py312hd8dbcf2_8    conda-forge
pyarrow                   15.0.0          py312h176e3d2_7_cpu    conda-forge
pyarrow-hotfix            0.6                pyhd8ed1ab_0    conda-forge
pycodestyle               2.11.1             pyhd8ed1ab_0    conda-forge
pyflakes                  3.2.0              pyhd8ed1ab_0    conda-forge
pygments                  2.17.2                   pypi_0    pypi
pylint                    3.0.4              pyhd8ed1ab_0    conda-forge
pyparsing                 3.1.1              pyhd8ed1ab_0    conda-forge
pyqt                      5.15.9          py312h949fe66_5    conda-forge
pyqt5-sip                 12.12.2         py312h30efb56_5    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pytest                    8.0.1              pyhd8ed1ab_1    conda-forge
python                    3.12.2          hab00c5b_0_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-graphviz           0.20.1             pyh22cad53_0    conda-forge
python-tzdata             2024.1             pyhd8ed1ab_0    conda-forge
python_abi                3.12                    4_cp312    conda-forge
pytorch                   2.2.1              py3.12_cpu_0    pytorch
pytorch-mutex             1.0                         cpu    pytorch
pytz                      2024.1             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0.1           py312h98912ed_1    conda-forge
qt-main                   5.15.8              h5810be5_19    conda-forge
rdma-core                 50.0                 hd3aeb46_0    conda-forge
re2                       2023.09.01           he738c6c_0    conda-forge
readline                  8.2                  h8228510_1    conda-forge
requests                  2.31.0             pyhd8ed1ab_0    conda-forge
rich                      13.7.0                   pypi_0    pypi
s2n                       1.4.4                h06160fa_0    conda-forge
scikit-image              0.22.0                   pypi_0    pypi
scikit-learn              1.4.1.post1     py312h394d371_0    conda-forge
scipy                     1.12.0          py312heda63a1_2    conda-forge
seaborn                   0.13.2                   pypi_0    pypi
setuptools                69.1.1             pyhd8ed1ab_0    conda-forge
shapely                   2.0.3           py312h9e6bd2c_0    conda-forge
sip                       6.7.12          py312h30efb56_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
snappy                    1.1.10               h9fff704_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
svt-av1                   1.8.0                h59595ed_0    conda-forge
sympy                     1.12               pyh04b8f61_3    conda-forge
tabulate                  0.9.0              pyhd8ed1ab_1    conda-forge
tbb                       2021.11.0            h00ab1b0_1    conda-forge
tblib                     3.0.0              pyhd8ed1ab_0    conda-forge
tbv                       0.1.0                     dev_0    <develop>
tenacity                  8.2.3              pyhd8ed1ab_0    conda-forge
threadpoolctl             3.3.0              pyhc1e730c_0    conda-forge
tifffile                  2024.2.12                pypi_0    pypi
tk                        8.6.13          noxft_h4845f30_101    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
tomlkit                   0.12.3             pyha770c72_0    conda-forge
toolz                     0.12.1             pyhd8ed1ab_0    conda-forge
torchvision               0.17.1                py312_cpu    pytorch
tornado                   6.4             py312h98912ed_0    conda-forge
tqdm                      4.66.2                   pypi_0    pypi
trimesh                   4.1.5              pyhd8ed1ab_0    conda-forge
typing_extensions         4.9.0              pyha770c72_0    conda-forge
tzdata                    2024a                h0c530f3_0    conda-forge
ucx                       1.15.0               h75e419f_3    conda-forge
umsgpack                  0.1.0                    pypi_0    pypi
urllib3                   2.2.1              pyhd8ed1ab_0    conda-forge
virtualenv                20.25.1                  pypi_0    pypi
wheel                     0.42.0             pyhd8ed1ab_0    conda-forge
x264                      1!164.3095           h166bdaf_2    conda-forge
x265                      3.5                  h924138e_3    conda-forge
xcb-util                  0.4.0                hd590300_1    conda-forge
xcb-util-image            0.4.0                h8ee46fc_1    conda-forge
xcb-util-keysyms          0.4.0                h8ee46fc_1    conda-forge
xcb-util-renderutil       0.3.9                hd590300_1    conda-forge
xcb-util-wm               0.4.1                h8ee46fc_1    conda-forge
xkeyboard-config          2.41                 hd590300_0    conda-forge
xorg-fixesproto           5.0               h7f98852_1002    conda-forge
xorg-inputproto           2.3.2             h7f98852_1002    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.1.1                hd590300_0    conda-forge
xorg-libsm                1.2.4                h7391055_0    conda-forge
xorg-libx11               1.8.7                h8ee46fc_0    conda-forge
xorg-libxau               1.0.11               hd590300_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
xorg-libxfixes            5.0.3             h7f98852_1004    conda-forge
xorg-libxi                1.7.10               h7f98852_0    conda-forge
xorg-libxrender           0.9.11               hd590300_0    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
xorg-xf86vidmodeproto     2.3.1             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xyzservices               2023.10.1          pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
zict                      3.0.0              pyhd8ed1ab_0    conda-forge
zipp                      3.17.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               hd590300_5    conda-forge
zstd                      1.5.5                hfc55251_0    conda-forge

Thank you!!!!