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the error cNMF #107

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zhoushican opened this issue Jul 16, 2024 · 4 comments
Closed

the error cNMF #107

zhoushican opened this issue Jul 16, 2024 · 4 comments
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bug Something isn't working

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@zhoushican
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cnmf_obj.consensus(k=selected_K, 
                   density_threshold=density_threshold, 
                   show_clustering=True, 
                   close_clustergram_fig=False)

error

{
	"name": "TypeError",
	"message": "H should have the same dtype as X. Got H.dtype = float32.",
	"stack": "---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[26], line 1
----> 1 cnmf_obj.consensus(k=selected_K, 
      2                    density_threshold=density_threshold, 
      3                    show_clustering=True, 
      4                    close_clustergram_fig=False)

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/omicverse/single/_cnmf.py:838, in cNMF.consensus(self, k, density_threshold, local_neighborhood_size, show_clustering, skip_density_and_return_after_stats, close_clustergram_fig, refit_usage)
    835     spectra_tpm_rf = spectra_tpm.loc[:,hvgs]
    837     spectra_tpm_rf = spectra_tpm_rf.div(tpm_stats.loc[hvgs, '__std'], axis=1)
--> 838     rf_usages = self.refit_usage(norm_tpm.X, spectra_tpm_rf)
    839     rf_usages = pd.DataFrame(rf_usages, index=norm_counts.obs.index, columns=spectra_tpm_rf.index)                                                                  
    841 save_df_to_npz(median_spectra, self.paths['consensus_spectra']%(k, density_threshold_repl))

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/omicverse/single/_cnmf.py:667, in cNMF.refit_usage(self, X, spectra)
    664 else:
    665     refit_nmf_kwargs.update(dict(n_components = spectra.shape[0], H = spectra, update_H = False))
--> 667 _, rf_usages = self._nmf(X, nmf_kwargs=refit_nmf_kwargs)
    668 if (type(X) is pd.DataFrame) and (type(spectra) is pd.DataFrame):
    669     rf_usages = pd.DataFrame(rf_usages, index=X.index, columns=spectra.index)

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/omicverse/single/_cnmf.py:546, in cNMF._nmf(self, X, nmf_kwargs)
    535 def _nmf(self, X, nmf_kwargs):
    536     \"\"\"
    537     Parameters
    538     ----------
   (...)
    544 
    545     \"\"\"
--> 546     (usages, spectra, niter) = non_negative_factorization(X, **nmf_kwargs)
    548     return(spectra, usages)

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/sklearn/utils/_param_validation.py:214, in validate_params.<locals>.decorator.<locals>.wrapper(*args, **kwargs)
    208 try:
    209     with config_context(
    210         skip_parameter_validation=(
    211             prefer_skip_nested_validation or global_skip_validation
    212         )
    213     ):
--> 214         return func(*args, **kwargs)
    215 except InvalidParameterError as e:
    216     # When the function is just a wrapper around an estimator, we allow
    217     # the function to delegate validation to the estimator, but we replace
    218     # the name of the estimator by the name of the function in the error
    219     # message to avoid confusion.
    220     msg = re.sub(
    221         r\"parameter of \\w+ must be\",
    222         f\"parameter of {func.__qualname__} must be\",
    223         str(e),
    224     )

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/sklearn/decomposition/_nmf.py:1122, in non_negative_factorization(X, W, H, n_components, init, update_H, solver, beta_loss, tol, max_iter, alpha_W, alpha_H, l1_ratio, random_state, verbose, shuffle)
   1119 X = check_array(X, accept_sparse=(\"csr\", \"csc\"), dtype=[np.float64, np.float32])
   1121 with config_context(assume_finite=True):
-> 1122     W, H, n_iter = est._fit_transform(X, W=W, H=H, update_H=update_H)
   1124 return W, H, n_iter

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/sklearn/decomposition/_nmf.py:1670, in NMF._fit_transform(self, X, y, W, H, update_H)
   1663     raise ValueError(
   1664         \"When beta_loss <= 0 and X contains zeros, \"
   1665         \"the solver may diverge. Please add small values \"
   1666         \"to X, or use a positive beta_loss.\"
   1667     )
   1669 # initialize or check W and H
-> 1670 W, H = self._check_w_h(X, W, H, update_H)
   1672 # scale the regularization terms
   1673 l1_reg_W, l1_reg_H, l2_reg_W, l2_reg_H = self._compute_regularization(X)

File ~/mambaforge/envs/omicverse_gpu/lib/python3.10/site-packages/sklearn/decomposition/_nmf.py:1202, in _BaseNMF._check_w_h(self, X, W, H, update_H)
   1200 _check_init(H, (self._n_components, n_features), \"NMF (input H)\")
   1201 if H.dtype != X.dtype:
-> 1202     raise TypeError(
   1203         \"H should have the same dtype as X. Got H.dtype = {}.\".format(
   1204             H.dtype
   1205         )
   1206     )
   1207 # 'mu' solver should not be initialized by zeros
   1208 if self.solver == \"mu\":

TypeError: H should have the same dtype as X. Got H.dtype = float32."
}

https://omicverse.readthedocs.io/en/latest/Tutorials-single/t_cnmf/
dylkot/cNMF#10

@Starlitnightly
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@DBinary Please resolve this issue.

@Starlitnightly Starlitnightly added the bug Something isn't working label Jul 16, 2024
@zhoushican
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The demo data from this tutorial is used. [(https://omicverse.readthedocs.io/en/latest/Tutorials-single/t_cnmf/)]

packages in environment at omicverse_gpu:

Name Version Build Channel

_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_kmp_llvm conda-forge
absl-py 2.1.0 pyhd8ed1ab_0 conda-forge
adjusttext 1.2.0 pyhd8ed1ab_0 conda-forge
aiohttp 3.9.5 py310h2372a71_0 conda-forge
aiosignal 1.3.1 pyhd8ed1ab_0 conda-forge
alembic 1.13.2 pypi_0 pypi
anndata 0.10.8 pyhd8ed1ab_0 conda-forge
annotated-types 0.7.0 pyhd8ed1ab_0 conda-forge
annoy 1.17.3 pypi_0 pypi
anyio 4.4.0 pyhd8ed1ab_0 conda-forge
aom 3.9.1 hac33072_0 conda-forge
appdirs 1.4.4 pyh9f0ad1d_0 conda-forge
argon2-cffi 23.1.0 pyhd8ed1ab_0 conda-forge
argon2-cffi-bindings 21.2.0 py310h2372a71_4 conda-forge
arpack 3.9.1 nompi_h77f6705_101 conda-forge
array-api-compat 1.7.1 pyhd8ed1ab_0 conda-forge
arrow 1.3.0 pyhd8ed1ab_0 conda-forge
ase 3.23.0 pyhd8ed1ab_0 conda-forge
astor 0.8.1 pyh9f0ad1d_0 conda-forge
asttokens 2.4.1 pyhd8ed1ab_0 conda-forge
async-lru 2.0.4 pyhd8ed1ab_0 conda-forge
async-timeout 4.0.3 pyhd8ed1ab_0 conda-forge
atk-1.0 2.38.0 hd4edc92_1 conda-forge
attrs 23.2.0 pyh71513ae_0 conda-forge
autograd 1.6.2 pyhd8ed1ab_0 conda-forge
autograd-gamma 0.5.0 pyh9f0ad1d_0 conda-forge
autopage 0.5.2 pypi_0 pypi
aws-c-auth 0.7.20 h5f1c8d9_0 conda-forge
aws-c-cal 0.6.12 h2ba76a8_0 conda-forge
aws-c-common 0.9.17 h4ab18f5_0 conda-forge
aws-c-compression 0.2.18 h36a0aea_4 conda-forge
aws-c-event-stream 0.4.2 h161de36_10 conda-forge
aws-c-http 0.8.1 h63f54a0_13 conda-forge
aws-c-io 0.14.8 h96d4d28_0 conda-forge
aws-c-mqtt 0.10.4 hcc7299c_2 conda-forge
aws-c-s3 0.5.9 h10bd90f_0 conda-forge
aws-c-sdkutils 0.1.16 h36a0aea_0 conda-forge
aws-checksums 0.1.18 h36a0aea_4 conda-forge
aws-crt-cpp 0.26.8 h4f3a3cc_11 conda-forge
aws-sdk-cpp 1.11.267 h51dfee4_8 conda-forge
babel 2.14.0 pyhd8ed1ab_0 conda-forge
backoff 2.2.1 pyhd8ed1ab_0 conda-forge
beautifulsoup4 4.12.3 pyha770c72_0 conda-forge
biopython 1.84 pypi_0 pypi
bioservices 1.11.2 pypi_0 pypi
bleach 6.1.0 pyhd8ed1ab_0 conda-forge
blessed 1.19.1 pyhe4f9e05_2 conda-forge
blinker 1.8.2 pyhd8ed1ab_0 conda-forge
blosc 1.21.5 hc2324a3_1 conda-forge
bokeh 3.4.2 pyhd8ed1ab_0 conda-forge
boltons 24.0.0 pyhd8ed1ab_0 conda-forge
boto3 1.34.144 pyhd8ed1ab_0 conda-forge
botocore 1.34.144 pyge310_1234567_0 conda-forge
branca 0.7.2 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 py310hc6cd4ac_1 conda-forge
bzip2 1.0.8 h4bc722e_7 conda-forge
c-ares 1.32.2 h4bc722e_0 conda-forge
ca-certificates 2024.7.4 hbcca054_0 conda-forge
cachecontrol 0.14.0 pyhd8ed1ab_1 conda-forge
cachecontrol-with-filecache 0.14.0 pyhd8ed1ab_1 conda-forge
cached-property 1.5.2 hd8ed1ab_1 conda-forge
cached_property 1.5.2 pyha770c72_1 conda-forge
cachetools 5.4.0 pyhd8ed1ab_0 conda-forge
cairo 1.18.0 h3faef2a_0 conda-forge
captum 0.6.0 pyhd8ed1ab_0 conda-forge
cattrs 23.2.3 pypi_0 pypi
certifi 2024.7.4 pyhd8ed1ab_0 conda-forge
cffi 1.16.0 py310h2fee648_0 conda-forge
cfitsio 4.3.1 hbdc6101_0 conda-forge
charset-normalizer 3.3.2 pyhd8ed1ab_0 conda-forge
chex 0.1.86 pypi_0 pypi
cleo 2.1.0 pyhd8ed1ab_0 conda-forge
click 8.1.7 unix_pyh707e725_0 conda-forge
cliff 4.7.0 pypi_0 pypi
cloudpickle 3.0.0 pyhd8ed1ab_0 conda-forge
cmaes 0.10.0 pypi_0 pypi
cmake 3.30.0 pypi_0 pypi
cmd2 2.4.3 pypi_0 pypi
colorama 0.4.6 pyhd8ed1ab_0 conda-forge
colorcet 3.1.0 pyhd8ed1ab_0 conda-forge
colorlog 6.8.2 pypi_0 pypi
comm 0.2.2 pyhd8ed1ab_0 conda-forge
contextlib2 21.6.0 pyhd8ed1ab_0 conda-forge
contourpy 1.2.1 py310hd41b1e2_0 conda-forge
crashtest 0.4.1 pyhd8ed1ab_0 conda-forge
croniter 1.4.1 pyhd8ed1ab_0 conda-forge
cryptography 42.0.8 py310hb1bd9d3_0 conda-forge
ctxcore 0.2.0 pypi_0 pypi
cubinlinker 0.3.0 py310hfdf336d_1 rapidsai
cucim 24.02.00 cuda11_py310_240212_g7d08ffc_0 rapidsai
cuda-cudart 11.8.89 0 nvidia
cuda-cupti 11.8.87 0 nvidia
cuda-libraries 11.8.0 0 nvidia
cuda-nvrtc 11.8.89 0 nvidia
cuda-nvtx 11.8.86 0 nvidia
cuda-profiler-api 11.8.86 0 nvidia
cuda-python 11.8.3 py310hf9913ef_0 nvidia
cuda-runtime 11.8.0 0 nvidia
cuda-version 11.8 h70ddcb2_3 conda-forge
cudatoolkit 11.8.0 h4ba93d1_13 conda-forge
cudf 24.02.02 cuda11_py310_240227_gdd34fdbe35_0 rapidsai
cudf_kafka 24.02.02 cuda11_py310_240227_gdd34fdbe35_0 rapidsai
cudnn 8.9.7.29 hbc23b4c_3 conda-forge
cugraph 24.02.00 cuda11_py310_240213_g3e5f47d0f_0 rapidsai
cuml 24.02.00 cuda11_py310_240213_geb50e481d_0 rapidsai
cuproj 24.02.00 cuda11_py310_240213_ga881c4a5_0 rapidsai
cupy 13.2.0 py310h189a05f_0 conda-forge
cupy-core 13.2.0 py310h71e26cc_0 conda-forge
cusparselt 0.5.0.1 hd5ab71f_1 conda-forge
cuspatial 24.02.00 cuda11_py310_240213_ga881c4a5_0 rapidsai
custreamz 24.02.02 cuda11_py310_240227_gdd34fdbe35_0 rapidsai
cutensor 2.0.1.2 hcdd5f01_0 conda-forge
cuxfilter 24.02.00 cuda11_py310_240213_g4a431d7_0 rapidsai
cycler 0.12.1 pyhd8ed1ab_0 conda-forge
cyrus-sasl 2.1.27 h54b06d7_7 conda-forge
cython 3.0.10 pypi_0 pypi
cytoolz 0.12.3 py310h2372a71_0 conda-forge
dask 2024.1.1 pyhd8ed1ab_0 conda-forge
dask-core 2024.1.1 pyhd8ed1ab_0 conda-forge
dask-cuda 24.02.00 py310_240212_g96bedbc_0 rapidsai
dask-cudf 24.02.02 cuda11_py310_240227_gdd34fdbe35_0 rapidsai
datashader 0.16.3 pyhd8ed1ab_0 conda-forge
datetime 5.5 pypi_0 pypi
dateutils 0.6.12 py_0 conda-forge
dav1d 1.2.1 hd590300_0 conda-forge
dbus 1.13.6 h5008d03_3 conda-forge
debugpy 1.8.2 py310h76e45a6_0 conda-forge
decorator 5.1.1 pyhd8ed1ab_0 conda-forge
deepdiff 7.0.1 pyhd8ed1ab_0 conda-forge
defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge
deprecated 1.2.14 pypi_0 pypi
dill 0.3.8 pyhd8ed1ab_0 conda-forge
distlib 0.3.8 pyhd8ed1ab_0 conda-forge
distributed 2024.1.1 pyhd8ed1ab_0 conda-forge
dlpack 0.5 h9c3ff4c_0 conda-forge
dm-tree 0.1.8 py310ha8c1f0e_4 conda-forge
dnspython 2.6.1 pyhd8ed1ab_1 conda-forge
docrep 0.3.2 pyh44b312d_0 conda-forge
dulwich 0.21.7 py310h2372a71_0 conda-forge
easydev 0.13.2 pypi_0 pypi
einops 0.8.0 pyhd8ed1ab_0 conda-forge
email-validator 2.2.0 pyhd8ed1ab_0 conda-forge
email_validator 2.2.0 hd8ed1ab_0 conda-forge
entrypoints 0.4 pyhd8ed1ab_0 conda-forge
et_xmlfile 1.1.0 pyhd8ed1ab_0 conda-forge
etils 1.7.0 pyhd8ed1ab_0 conda-forge
exceptiongroup 1.2.2 pyhd8ed1ab_0 conda-forge
executing 2.0.1 pyhd8ed1ab_0 conda-forge
expat 2.6.2 h59595ed_0 conda-forge
fa2 0.3.5 py310h5764c6d_2 conda-forge
fastapi 0.111.1 pyhd8ed1ab_0 conda-forge
fastapi-cli 0.0.4 pyhd8ed1ab_0 conda-forge
fastrlock 0.8.2 py310hc6cd4ac_2 conda-forge
fbpca 1.0 pypi_0 pypi
filelock 3.15.4 pyhd8ed1ab_0 conda-forge
flask 3.0.3 pyhd8ed1ab_0 conda-forge
flax 0.8.5 pyhd8ed1ab_0 conda-forge
fmt 10.2.1 h00ab1b0_0 conda-forge
folium 0.17.0 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_2 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 4.53.1 py310h5b4e0ec_0 conda-forge
formulaic 1.0.2 pyhd8ed1ab_0 conda-forge
fqdn 1.5.1 pyhd8ed1ab_0 conda-forge
freetype 2.12.1 h267a509_2 conda-forge
freexl 2.0.0 h743c826_0 conda-forge
fribidi 1.0.10 h36c2ea0_0 conda-forge
frozendict 2.4.4 pypi_0 pypi
frozenlist 1.4.1 py310h2372a71_0 conda-forge
fsspec 2024.6.1 pyhff2d567_0 conda-forge
future 1.0.0 pyhd8ed1ab_0 conda-forge
gdal 3.8.1 py310haaa150b_3 conda-forge
gdk-pixbuf 2.42.10 h829c605_5 conda-forge
gdown 5.2.0 pyhd8ed1ab_0 conda-forge
geopandas 1.0.1 pyhd8ed1ab_0 conda-forge
geopandas-base 1.0.1 pyha770c72_0 conda-forge
geos 3.12.1 h59595ed_0 conda-forge
geosketch 1.2 pypi_0 pypi
geotiff 1.7.1 hf074850_14 conda-forge
get-annotations 0.1.2 pyhd8ed1ab_0 conda-forge
gettext 0.22.5 h59595ed_2 conda-forge
gettext-tools 0.22.5 h59595ed_2 conda-forge
gevent 24.2.1 pypi_0 pypi
gflags 2.2.2 he1b5a44_1004 conda-forge
giflib 5.2.2 hd590300_0 conda-forge
glog 0.7.1 hbabe93e_0 conda-forge
glpk 5.0 h445213a_0 conda-forge
gmock 1.14.0 ha770c72_2 conda-forge
gmp 6.3.0 hac33072_2 conda-forge
gmpy2 2.1.5 py310hc7909c9_1 conda-forge
graphite2 1.3.13 h59595ed_1003 conda-forge
graphlib-backport 1.0.3 pyhd8ed1ab_0 conda-forge
graphtools 1.5.3 pypi_0 pypi
graphviz 9.0.0 h78e8752_1 conda-forge
greenlet 3.0.3 pypi_0 pypi
grequests 0.7.0 pypi_0 pypi
grpcio 1.62.2 py310h1b8f574_0 conda-forge
gseapy 0.10.8 pypi_0 pypi
gtest 1.14.0 h434a139_2 conda-forge
gtk2 2.24.33 h280cfa0_4 conda-forge
gts 0.7.6 h977cf35_4 conda-forge
h11 0.14.0 pyhd8ed1ab_0 conda-forge
h2 4.1.0 pyhd8ed1ab_0 conda-forge
h5py 3.11.0 nompi_py310hf054cd7_102 conda-forge
harfbuzz 8.3.0 h3d44ed6_0 conda-forge
harmonypy 0.0.10 pypi_0 pypi
hdf4 4.2.15 h2a13503_7 conda-forge
hdf5 1.14.3 nompi_hdf9ad27_105 conda-forge
hnswlib 0.7.0 py310hcb52e73_2 conda-forge
holoviews 1.19.1 pyhd8ed1ab_0 conda-forge
hpack 4.0.0 pyh9f0ad1d_0 conda-forge
httpcore 1.0.5 pyhd8ed1ab_0 conda-forge
httpx 0.27.0 pyhd8ed1ab_0 conda-forge
hyperframe 6.0.1 pyhd8ed1ab_0 conda-forge
icu 73.2 h59595ed_0 conda-forge
idna 3.7 pyhd8ed1ab_0 conda-forge
igraph 0.10.13 hef0740d_0 conda-forge
imagecodecs-lite 2019.12.3 py310h261611a_8 conda-forge
imageio 2.34.2 pyh12aca89_0 conda-forge
importlib-metadata 8.0.0 pyha770c72_0 conda-forge
importlib_metadata 8.0.0 hd8ed1ab_0 conda-forge
importlib_resources 6.4.0 pyhd8ed1ab_0 conda-forge
inflect 7.3.1 pypi_0 pypi
inquirer 3.1.4 pyhd8ed1ab_0 conda-forge
interface_meta 1.3.0 pyhd8ed1ab_0 conda-forge
intervaltree 3.1.0 pypi_0 pypi
ipykernel 6.29.5 pyh3099207_0 conda-forge
ipython 8.26.0 pyh707e725_0 conda-forge
ipywidgets 8.1.3 pyhd8ed1ab_0 conda-forge
isodate 0.6.1 pyhd8ed1ab_0 conda-forge
isoduration 20.11.0 pyhd8ed1ab_0 conda-forge
itsdangerous 2.2.0 pyhd8ed1ab_0 conda-forge
jaraco.classes 3.4.0 pyhd8ed1ab_1 conda-forge
jax 0.4.27 pyhd8ed1ab_0 conda-forge
jaxlib 0.4.23 cuda118py310hd0f2884_202 conda-forge
jaxopt 0.8.3 pyhd8ed1ab_0 conda-forge
jbig 2.1 h7f98852_2003 conda-forge
jedi 0.19.1 pyhd8ed1ab_0 conda-forge
jeepney 0.8.0 pyhd8ed1ab_0 conda-forge
jinja2 3.1.4 pyhd8ed1ab_0 conda-forge
jmespath 1.0.1 pyhd8ed1ab_0 conda-forge
joblib 1.4.2 pyhd8ed1ab_0 conda-forge
json-c 0.17 h1220068_1 conda-forge
json5 0.9.25 pyhd8ed1ab_0 conda-forge
jsonpointer 3.0.0 py310hff52083_0 conda-forge
jsonschema 4.23.0 pyhd8ed1ab_0 conda-forge
jsonschema-specifications 2023.12.1 pyhd8ed1ab_0 conda-forge
jsonschema-with-format-nongpl 4.23.0 hd8ed1ab_0 conda-forge
jupyter-lsp 2.2.5 pyhd8ed1ab_0 conda-forge
jupyter-server-proxy 4.3.0 pyhd8ed1ab_0 conda-forge
jupyter_client 8.6.2 pyhd8ed1ab_0 conda-forge
jupyter_core 5.7.2 py310hff52083_0 conda-forge
jupyter_events 0.10.0 pyhd8ed1ab_0 conda-forge
jupyter_server 2.14.2 pyhd8ed1ab_0 conda-forge
jupyter_server_terminals 0.5.3 pyhd8ed1ab_0 conda-forge
jupyterlab 4.2.3 pyhd8ed1ab_0 conda-forge
jupyterlab_pygments 0.3.0 pyhd8ed1ab_1 conda-forge
jupyterlab_server 2.27.2 pyhd8ed1ab_0 conda-forge
jupyterlab_widgets 3.0.11 pyhd8ed1ab_0 conda-forge
kealib 1.5.3 hee9dde6_1 conda-forge
keyring 24.3.1 py310hff52083_0 conda-forge
keyutils 1.6.1 h166bdaf_0 conda-forge
kiwisolver 1.4.5 py310hd41b1e2_1 conda-forge
krb5 1.21.3 h659f571_0 conda-forge
ktplotspy 0.2.4 pypi_0 pypi
lazy_loader 0.4 pyhd8ed1ab_0 conda-forge
lcms2 2.16 hb7c19ff_0 conda-forge
ld_impl_linux-64 2.40 hf3520f5_7 conda-forge
legacy-api-wrap 1.4 pyhd8ed1ab_1 conda-forge
leidenalg 0.10.2 py310hc6cd4ac_0 conda-forge
lerc 4.0.0 h27087fc_0 conda-forge
libabseil 20240116.2 cxx17_he02047a_1 conda-forge
libaec 1.1.3 h59595ed_0 conda-forge
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typeguard 4.3.0 pypi_0 pypi
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typer-slim 0.12.3 pyhd8ed1ab_0 conda-forge
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types-python-dateutil 2.9.0.20240316 pyhd8ed1ab_0 conda-forge
typing-extensions 4.12.2 hd8ed1ab_0 conda-forge
typing_extensions 4.12.2 pyha770c72_0 conda-forge
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tzdata 2024a h0c530f3_0 conda-forge
uc-micro-py 1.0.3 pyhd8ed1ab_0 conda-forge
ucx 1.15.0 ha691c75_8 conda-forge
ucx-proc 1.0.0 gpu rapidsai
ucx-py 0.36.00 py310_240212_g1266b48_0 rapidsai
umap-learn 0.5.6 py310hff52083_0 conda-forge
unicodedata2 15.1.0 py310h2372a71_0 conda-forge
uri-template 1.3.0 pyhd8ed1ab_0 conda-forge
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xarray 2024.3.0 pyhd8ed1ab_0 conda-forge
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xgboost 2.0.3 rapidsai_pyh8da2078_2 rapidsai
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xorg-libsm 1.2.4 h7391055_0 conda-forge
xorg-libx11 1.8.9 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-libxrender 0.9.11 hd590300_0 conda-forge
xorg-renderproto 0.11.1 h7f98852_1002 conda-forge
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zope-interface 6.4.post2 pypi_0 pypi
zstd 1.5.6 ha6fb4c9_0 conda-forge

@zhoushican
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I tried many times, but the error still exists.

@Starlitnightly
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We have fixed this error in omicverse 1.6.6

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