Model-free deconvolution with pySPFM

import json
import os
from glob import glob

import nibabel as nb

data_path = os.path.abspath('../DATA')

func_dir = os.path.join(data_path, "ds006185/sub-24053/ses-1/func/")
data_files = sorted(
    glob(
        os.path.join(
            func_dir,
            "sub-24053_ses-1_task-rat_rec-nordic_dir-PA_run-01_echo-*_part-mag_desc-preproc_bold.nii.gz",
        ),
    ),
)
echo_times = []
for f in data_files:
    json_file = f.replace('.nii.gz', '.json')
    with open(json_file, 'r') as fo:
        metadata = json.load(fo)
    echo_times.append(metadata['EchoTime'] * 1000)
mask_file = os.path.join(
    func_dir,
    "sub-24053_ses-1_task-rat_rec-nordic_dir-PA_run-01_part-mag_desc-brain_mask.nii.gz"
)
confounds_file = os.path.join(
    func_dir,
    "sub-24053_ses-1_task-rat_rec-nordic_dir-PA_run-01_part-mag_desc-confounds_timeseries.tsv",
)

out_dir = os.path.join(data_path, "pySPFM")

from pySPFM import pySPFM

pySPFM.pySPFM(
    data_fn=data_files,
    mask_fn=mask_file,
    output_filename=os.path.join(out_dir, "out"),
    tr=2.47,
    out_dir=out_dir,
    te=echo_times,
)

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
Cell In[3], line 1
----> 1 from pySPFM import pySPFM
      3 pySPFM.pySPFM(
      4     data_fn=data_files,
      5     mask_fn=mask_file,
   (...)      9     te=echo_times,
     10 )

ImportError: cannot import name 'pySPFM' from 'pySPFM' (/opt/hostedtoolcache/Python/3.12.11/x64/lib/python3.12/site-packages/pySPFM/__init__.py)

The pySPFM workflow writes out a number of files.

out_files = sorted(glob(os.path.join(out_dir, "*")))
out_files = [os.path.basename(f) for f in out_files]
print("\n".join(out_files))