Force saving seldict

tedana/interfaces/tedana.py

@@ -650,8 +650,8 @@ def fitmodels_direct(catd, mmix, mask, t2s, t2sG, tes, combmode, ref_img,
     return seldict, comptab, betas, mmix_new
 
 
-def selcomps(seldict, mmix, mask, ref_img, manacc, n_echos, t2s, s0, olevel=2, oversion=99,
-             filecsdata=False, savecsdiag=True, strict_mode=False):
+def selcomps(seldict, mmix, mask, ref_img, manacc, n_echos, t2s, s0, olevel=2,
+             oversion=99, savecsdiag=True, strict_mode=False):
     """
     Labels components in `mmix`
 
@@ -674,8 +674,6 @@ def selcomps(seldict, mmix, mask, ref_img, manacc, n_echos, t2s, s0, olevel=2, o
         Default: 2
     oversion : int, optional
         Default: 99
-    filecsdata: bool, optional
-        Default: False
     savecsdiag: bool, optional
         Default: True
     strict_mode: bool, optional
@@ -692,23 +690,8 @@ def selcomps(seldict, mmix, mask, ref_img, manacc, n_echos, t2s, s0, olevel=2, o
     ign : list
         Indices of ignored components in `mmix`
     """
-
-    if filecsdata:
-        import bz2
-        if seldict is not None:
-            lgr.info('++ Saving component selection data')
-            csstate_f = bz2.BZ2File('compseldata.pklbz', 'wb')
-            pickle.dump(seldict, csstate_f)
-            csstate_f.close()
-        else:
-            try:
-                csstate_f = bz2.BZ2File('compseldata.pklbz', 'rb')
-                seldict = pickle.load(csstate_f)
-                csstate_f.close()
-            except FileNotFoundError:
-                lgr.warning('++ Failed to load component selection data')
-                return None
-
+    with open('compsel.json', 'w') as f:
+        json.dump(seldict, f)
     # List of components
     midk = []
     ign = []
@@ -1749,7 +1732,7 @@ def writeresults_echoes(catd, mmix, mask, acc, rej, midk, ref_img):
 def main(data, tes, mixm=None, ctab=None, manacc=None, strict=False,
          no_gscontrol=False, kdaw=10., rdaw=1., conv=2.5e-5, ste=-1,
          combmode='t2s', dne=False, initcost='tanh', finalcost='tanh',
-         stabilize=False, fout=False, filecsdata=False, label=None,
+         stabilize=False, fout=False, label=None,
          fixed_seed=42):
     """
     Parameters
@@ -1796,8 +1779,6 @@ def main(data, tes, mixm=None, ctab=None, manacc=None, strict=False,
         Default is False.
     fout : :obj:`bool`, optional
         Save output TE-dependence Kappa/Rho SPMs. Default is False.
-    filecsdata : :obj:`bool`, optional
-        Save component selection data to file. Default is False.
     label : :obj:`str` or :obj:`None`, optional
         Label for output directory. Default is None.
     fixed_seed : :obj:`int`, optional
@@ -1884,8 +1865,7 @@ def main(data, tes, mixm=None, ctab=None, manacc=None, strict=False,
         np.savetxt(op.join(out_dir, 'meica_mix.1D'), mmix)
 
         acc, rej, midk, empty = selcomps(seldict, mmix, mask, ref_img, manacc, n_echos, t2s, s0,
-                                         strict_mode=strict,
-                                         filecsdata=filecsdata)
+                                         strict_mode=strict)
     else:
         mmix_orig = np.loadtxt(op.join(out_dir, 'meica_mix.1D'))
         seldict, comptable, betas, mmix = fitmodels_direct(catd, mmix_orig,
@@ -1896,7 +1876,6 @@ def main(data, tes, mixm=None, ctab=None, manacc=None, strict=False,
         if ctab is None:
             acc, rej, midk, empty = selcomps(seldict, mmix, mask, ref_img, manacc,
                                              n_echos, t2s, s0,
-                                             filecsdata=filecsdata,
                                              strict_mode=strict)
         else:
             acc, rej, midk, empty = ctabsel(ctab)