Skip to content

Run fails on the provided example #7

Description

@ivanovaos

Hi,
I installed the package with python 3.9 (in conda env with pip and no default packages). When I try to run copyvae with default example, it starts but eventually fails with

�[A
100%|██████████| 200/200 [00:07<00:00, 26.87epoch/s, loss=828]
Traceback (most recent call last):
  File "copyvae_cnv221/bin/copyvae", line 33, in <module>
    sys.exit(load_entry_point('copyVAE', 'console_scripts', 'copyvae')())
  File "/home/temp_copyvae/copyVAE-main/copyvae/pipeline.py", line 305, in main
    run_pipeline(file, cc_genes, bin_size, max_cp, intermediate_dim, latent_dim, batch_size, epochs, number_of_clones)
  File "/home/temp_copyvae/copyVAE-main/copyvae/pipeline.py", line 216, in run_pipeline
    data.obsm['latent'] = z
  File "copyvae_cnv221/lib/python3.9/site-packages/anndata/_core/aligned_mapping.py", line 216, in __setitem__
    value = self._validate_value(value, key)
  File "copyvae_cnv221/lib/python3.9/site-packages/anndata/_core/aligned_mapping.py", line 279, in _validate_value
    return super()._validate_value(val, key)
  File "copyvae_cnv221/lib/python3.9/site-packages/anndata/_core/aligned_mapping.py", line 100, in _validate_value
    return coerce_array(val, name=name, allow_df=self._allow_df)
  File "copyvae_cnv221/lib/python3.9/site-packages/anndata/_core/storage.py", line 104, in coerce_array
    raise ValueError(msg) from e
ValueError: Obsm 'latent' needs to be of one of np.ndarray, numpy.ma.core.MaskedArray, scipy.sparse.spmatrix, awkward.Array, h5py.Dataset, zarr.Array, zappy.base.ZappyArray, anndata.experimental.[CSC,CSR]Dataset, dask.array.Array, cupy.ndarray, or cupyx.scipy.sparse.spmatrix, not <class 'tensorflow.python.framework.ops.EagerTensor'>.

Here is the package list I have in my env

(copyvae_cnv221) $ mamba list
# packages in environment at /.conda/envs/copyvae_cnv221:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
absl-py                   2.1.0                    pypi_0    pypi
anndata                   0.10.9                   pypi_0    pypi
array-api-compat          1.10.0                   pypi_0    pypi
astunparse                1.6.3                    pypi_0    pypi
attrs                     25.1.0                   pypi_0    pypi
bzip2                     1.0.8                h4bc722e_7    conda-forge
ca-certificates           2025.1.31            hbcca054_0    conda-forge
cattrs                    24.1.2                   pypi_0    pypi
certifi                   2025.1.31                pypi_0    pypi
charset-normalizer        3.4.1                    pypi_0    pypi
cloudpickle               3.1.1                    pypi_0    pypi
contourpy                 1.3.0                    pypi_0    pypi
copyvae                   1.0                       dev_0    <develop>
cycler                    0.12.1                   pypi_0    pypi
decorator                 5.2.1                    pypi_0    pypi
dm-tree                   0.1.8                    pypi_0    pypi
exceptiongroup            1.2.2                    pypi_0    pypi
flatbuffers               25.2.10                  pypi_0    pypi
fonttools                 4.56.0                   pypi_0    pypi
future                    1.0.0                    pypi_0    pypi
gast                      0.6.0                    pypi_0    pypi
get-annotations           0.1.2                    pypi_0    pypi
google-pasta              0.2.0                    pypi_0    pypi
grpcio                    1.70.0                   pypi_0    pypi
h5py                      3.13.0                   pypi_0    pypi
idna                      3.10                     pypi_0    pypi
importlib-metadata        8.6.1                    pypi_0    pypi
importlib-resources       6.5.2                    pypi_0    pypi
joblib                    1.4.2                    pypi_0    pypi
keras                     3.8.0                    pypi_0    pypi
kiwisolver                1.4.7                    pypi_0    pypi
ld_impl_linux-64          2.43                 h712a8e2_4    conda-forge
legacy-api-wrap           1.4.1                    pypi_0    pypi
libclang                  18.1.1                   pypi_0    pypi
libffi                    3.4.6                h2dba641_0    conda-forge
libgcc                    14.2.0               h767d61c_2    conda-forge
libgcc-ng                 14.2.0               h69a702a_2    conda-forge
libgomp                   14.2.0               h767d61c_2    conda-forge
liblzma                   5.6.4                hb9d3cd8_0    conda-forge
libnsl                    2.0.1                hd590300_0    conda-forge
libsqlite                 3.49.1               hee588c1_1    conda-forge
libuuid                   2.38.1               h0b41bf4_0    conda-forge
libxcrypt                 4.4.36               hd590300_1    conda-forge
libzlib                   1.3.1                hb9d3cd8_2    conda-forge
llvmlite                  0.43.0                   pypi_0    pypi
markdown                  3.7                      pypi_0    pypi
markdown-it-py            3.0.0                    pypi_0    pypi
markupsafe                3.0.2                    pypi_0    pypi
matplotlib                3.9.4                    pypi_0    pypi
mdurl                     0.1.2                    pypi_0    pypi
ml-dtypes                 0.4.1                    pypi_0    pypi
namex                     0.0.8                    pypi_0    pypi
natsort                   8.4.0                    pypi_0    pypi
ncurses                   6.5                  h2d0b736_3    conda-forge
networkx                  3.2.1                    pypi_0    pypi
numba                     0.60.0                   pypi_0    pypi
numpy                     2.0.2                    pypi_0    pypi
openssl                   3.4.1                h7b32b05_0    conda-forge
opt-einsum                3.4.0                    pypi_0    pypi
optree                    0.14.0                   pypi_0    pypi
packaging                 24.2                     pypi_0    pypi
pandas                    2.2.3                    pypi_0    pypi
patsy                     1.0.1                    pypi_0    pypi
pillow                    11.1.0                   pypi_0    pypi
pip                       25.0.1             pyh8b19718_0    conda-forge
platformdirs              4.3.6                    pypi_0    pypi
protobuf                  5.29.3                   pypi_0    pypi
pybiomart                 0.2.0                    pypi_0    pypi
pygments                  2.19.1                   pypi_0    pypi
pynndescent               0.5.13                   pypi_0    pypi
pyparsing                 3.2.1                    pypi_0    pypi
python                    3.9.21          h9c0c6dc_1_cpython    conda-forge
python-dateutil           2.9.0.post0              pypi_0    pypi
pytz                      2025.1                   pypi_0    pypi
readline                  8.2                  h8c095d6_2    conda-forge
requests                  2.32.3                   pypi_0    pypi
requests-cache            1.2.1                    pypi_0    pypi
rich                      13.9.4                   pypi_0    pypi
scanpy                    1.10.3                   pypi_0    pypi
scikit-learn              1.6.1                    pypi_0    pypi
scipy                     1.13.1                   pypi_0    pypi
seaborn                   0.13.2                   pypi_0    pypi
session-info              1.0.0                    pypi_0    pypi
setuptools                75.8.0             pyhff2d567_0    conda-forge
six                       1.17.0                   pypi_0    pypi
statsmodels               0.14.4                   pypi_0    pypi
stdlib-list               0.11.1                   pypi_0    pypi
tensorboard               2.18.0                   pypi_0    pypi
tensorboard-data-server   0.7.2                    pypi_0    pypi
tensorflow                2.18.0                   pypi_0    pypi
tensorflow-io-gcs-filesystem 0.37.1                   pypi_0    pypi
tensorflow-probability    0.25.0                   pypi_0    pypi
termcolor                 2.5.0                    pypi_0    pypi
tf-keras                  2.18.0                   pypi_0    pypi
threadpoolctl             3.5.0                    pypi_0    pypi
tk                        8.6.13          noxft_h4845f30_101    conda-forge
tqdm                      4.67.1                   pypi_0    pypi
typing-extensions         4.12.2                   pypi_0    pypi
tzdata                    2025.1                   pypi_0    pypi
umap-learn                0.5.7                    pypi_0    pypi
url-normalize             1.4.3                    pypi_0    pypi
urllib3                   2.3.0                    pypi_0    pypi
werkzeug                  3.1.3                    pypi_0    pypi
wheel                     0.45.1             pyhd8ed1ab_1    conda-forge
wrapt                     1.17.2                   pypi_0    pypi
zipp                      3.21.0                   pypi_0    pypi


Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions