How to use the pynets.core.utils.do_dir_path function in pynets

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github dPys / PyNets / tests / test_utils.py View on Github external
def test_do_dir_path():
    """
    Test do_dir_path functionality
    """
    base_dir = str(Path(__file__).parent/"examples")
    func_path = base_dir + '/002/fmri'
    dwi_path = base_dir + '/002/dmri'
    in_func = func_path + '/002.nii.gz'
    in_dwi = dwi_path + '/std_dmri/iso_eddy_corrected_data_denoised_pre_reor.nii.gz'
    in_files = [in_func, in_dwi]

    atlases = ['Power', 'Shirer', 'Shen', 'Smith']
    for inputs in in_files:
        for atlas in atlases:
            dir_path = utils.do_dir_path(atlas, inputs)
            assert dir_path is not None
github dPys / PyNets / pynets / pynets_run.py View on Github external
atlas_par = uatlas.split('/')[-1].split('.')[0]
            print(atlas_par)
            ref_txt = "%s%s" % (uatlas.split('/')[-1:][0].split('.')[0], '.txt')
            print("%s%s" % ('Using label reference: ', ref_txt))
        if multi_atlas:
            print('\nIterating across multiple predefined atlases...')
            if dwi_file_list:
                for _dwi_file in dwi_file_list:
                    for _atlas in multi_atlas:
                        if (parc is True) and (_atlas in nilearn_coord_atlases):
                            raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                         ' is a coordinate atlas and must be used with the -spheres '
                                                         'flag.'))
                        else:
                            print(_atlas)
                            do_dir_path(_atlas, _dwi_file)
            else:
                for _atlas in multi_atlas:
                    if (parc is True) and (_atlas in nilearn_coord_atlases):
                        raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                     ' is a coordinate atlas and must be used with the -spheres '
                                                     'flag.'))
                    else:
                        print(_atlas)
                        do_dir_path(_atlas, dwi_file)
        elif atlas:
            if (parc is True) and (atlas in nilearn_coord_atlases):
                raise ValueError("%s%s%s" % ('\nERROR: ', atlas,
                                             ' is a coordinate atlas and must be used with the -spheres flag.'))
            else:
                print("%s%s" % ("\nNilearn atlas: ", atlas))
                if dwi_file_list:
github dPys / PyNets / pynets / pynets_run.py View on Github external
print('\nUsing multiple custom input graphs...')
            conn_model = None
            conn_model_list = []
            i = 1
            for graph in multi_graph:
                conn_model_list.append(str(i))
                if '.txt' in graph:
                    graph_name = op.basename(graph).split('.txt')[0]
                elif '.npy' in graph:
                    graph_name = op.basename(graph).split('.npy')[0]
                else:
                    print('Error: input graph file format not recognized. See -help for supported formats.')
                    sys.exit(0)
                print(graph_name)
                atlas = "%s%s%s" % (graph_name, '_', ID)
                do_dir_path(atlas, graph)
                i = i + 1
        else:
            if '.txt' in graph:
                graph_name = op.basename(graph).split('.txt')[0]
            elif '.npy' in graph:
                graph_name = op.basename(graph).split('.npy')[0]
            else:
                print('Error: input graph file format not recognized. See -help for supported formats.')
                sys.exit(0)
            print('\nUsing single custom graph input...')
            print(graph_name)
            atlas = "%s%s%s" % (graph_name, '_', ID)
            do_dir_path(atlas, graph)

    if func_file or func_file_list:
        if (uatlas is not None) and (k_clustering == 0) and (user_atlas_list is None):
github dPys / PyNets / pynets / pynets_run.py View on Github external
print('Error: the -ua flag cannot be used alone with the clustering option. Use the -cm flag instead.')
            sys.exit(0)

        if multi_atlas is not None:
            print('\nIterating across multiple predefined atlases...')
            if func_file_list:
                for _func_file in func_file_list:
                    for _atlas in multi_atlas:
                        if (parc is True) and (_atlas in nilearn_coord_atlases or _atlas in
                                               nilearn_prob_atlases):
                            raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                         ' is a coordinate atlas and must be used with the -spheres '
                                                         'flag.'))
                        else:
                            print(_atlas)
                            do_dir_path(_atlas, _func_file)
            else:
                for _atlas in multi_atlas:
                    if (parc is True) and (_atlas in nilearn_coord_atlases or _atlas in
                                           nilearn_prob_atlases):
                        raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                     ' is a coordinate atlas and must be used with the -spheres '
                                                     'flag.'))
                    else:
                        print(_atlas)
                        do_dir_path(_atlas, func_file)
        elif atlas is not None:
            if (parc is True) and (atlas in nilearn_coord_atlases or atlas in nilearn_prob_atlases):
                raise ValueError("%s%s%s" % ('\nERROR: ', atlas,
                                             ' is a coordinate atlas and must be used with the -spheres flag.'))
            else:
                print("%s%s" % ("\nPredefined atlas: ", atlas))
github dPys / PyNets / pynets / pynets_run.py View on Github external
if (parc is True) and (_atlas in nilearn_coord_atlases):
                            raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                         ' is a coordinate atlas and must be used with the -spheres '
                                                         'flag.'))
                        else:
                            print(_atlas)
                            do_dir_path(_atlas, _dwi_file)
            else:
                for _atlas in multi_atlas:
                    if (parc is True) and (_atlas in nilearn_coord_atlases):
                        raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                     ' is a coordinate atlas and must be used with the -spheres '
                                                     'flag.'))
                    else:
                        print(_atlas)
                        do_dir_path(_atlas, dwi_file)
        elif atlas:
            if (parc is True) and (atlas in nilearn_coord_atlases):
                raise ValueError("%s%s%s" % ('\nERROR: ', atlas,
                                             ' is a coordinate atlas and must be used with the -spheres flag.'))
            else:
                print("%s%s" % ("\nNilearn atlas: ", atlas))
                if dwi_file_list:
                    for _dwi_file in dwi_file_list:
                        do_dir_path(atlas, _dwi_file)
                else:
                    do_dir_path(atlas, dwi_file)
        else:
            if uatlas is None:
                raise KeyError('\nERROR: No atlas specified!')
            else:
                pass
github dPys / PyNets / pynets / pynets_run.py View on Github external
if (parc is True) and (_atlas in nilearn_coord_atlases):
                        raise ValueError("%s%s%s" % ('\nERROR: ', _atlas,
                                                     ' is a coordinate atlas and must be used with the -spheres '
                                                     'flag.'))
                    else:
                        print(_atlas)
                        do_dir_path(_atlas, dwi_file)
        elif atlas:
            if (parc is True) and (atlas in nilearn_coord_atlases):
                raise ValueError("%s%s%s" % ('\nERROR: ', atlas,
                                             ' is a coordinate atlas and must be used with the -spheres flag.'))
            else:
                print("%s%s" % ("\nNilearn atlas: ", atlas))
                if dwi_file_list:
                    for _dwi_file in dwi_file_list:
                        do_dir_path(atlas, _dwi_file)
                else:
                    do_dir_path(atlas, dwi_file)
        else:
            if uatlas is None:
                raise KeyError('\nERROR: No atlas specified!')
            else:
                pass
        if target_samples:
            print("%s%s%s" % ('Using ', target_samples, ' samples...'))
        if max_length:
            print("%s%s%s" % ('Using ', max_length, ' maximum length of streamlines...'))

    if (dwi_file or dwi_file_list) and not (func_file or func_file_list):
        print('\nRunning dmri connectometry only...')
        if dwi_file_list:
            for (_dwi_file, _fbval, _fbvec, _anat_file) in dwi_file_list:
github dPys / PyNets / pynets / core / nodemaker.py View on Github external
except:
                    print("Label reference file not found. Attempting AAL naming...")
                    if use_AAL_naming is True:
                        try:
                            labels = nodemaker.AAL_naming(coords)
                        except:
                            print('AAL reference labeling failed!')
                            labels = np.arange(len(coords) + 1)[np.arange(len(coords) + 1) != 0].tolist()
                    else:
                        print('Using generic index labels...')
                        labels = np.arange(len(coords) + 1)[np.arange(len(coords) + 1) != 0].tolist()
    else:
        print('WARNING: No labels available since atlas name is not specified!')

    print("%s%s" % ('Labels:\n', labels))
    dir_path = utils.do_dir_path(atlas.replace('reor_RAS_nores2mm_', ''), in_file)

    if len(coords) != len(labels):
        labels = len(coords) * [np.nan]
        if len(coords) != len(labels):
            raise ValueError('ERROR: length of coordinates is not equal to length of label names')

    return labels, coords, atlas, networks_list, parcel_list, par_max, uatlas, dir_path