Updating the .pre-commit-yaml to fix CI.

.pre-commit-config.yaml

@@ -24,12 +24,12 @@ repos:
       - id: mixed-line-ending
 
   - repo: https://github.com/psf/black
-    rev: 22.12.0
+    rev: 23.1.0
     hooks:
       - id: black
 
   - repo: https://github.com/PyCQA/isort
-    rev: 5.11.4
+    rev: 5.12.0
     hooks:
       - id: isort
 

moabb/analysis/results.py

@@ -176,7 +176,6 @@ def to_dataframe(self, pipelines=None):
 
         with h5py.File(self.filepath, "r") as f:
             for digest, p_group in f.items():
-
                 # skip if not in pipeline list
                 if (pipelines is not None) & (digest not in digests):
                     continue

moabb/datasets/epfl.py

@@ -82,7 +82,6 @@ def __init__(self):
         )
 
     def _get_single_run_data(self, file_path):
-
         # data from the .mat
         data = loadmat(file_path)
         signals = data["data"]
@@ -157,7 +156,6 @@ def _get_single_subject_data(self, subject):
         sessions = {}
 
         for file_path in sorted(file_path_list):
-
             session_name = "session_" + file_path.split(os.sep)[-2].replace("session", "")
 
             if session_name not in sessions.keys():
@@ -171,7 +169,6 @@ def _get_single_subject_data(self, subject):
     def data_path(
         self, subject, path=None, force_update=False, update_path=None, verbose=None
     ):
-
         if subject not in self.subject_list:
             raise (ValueError("Invalid subject number"))
 

moabb/datasets/fake.py

@@ -52,7 +52,6 @@ def __init__(
         )
 
     def _get_single_subject_data(self, subject):
-
         data = dict()
         for session in range(self.n_sessions):
             data[f"session_{session}"] = {

moabb/datasets/huebner_llp.py

@@ -20,7 +20,6 @@ class _BaseVisualMatrixSpellerDataset(BaseDataset, ABC):
     def __init__(
         self, src_url, n_subjects, raw_slice_offset, use_blocks_as_sessions=True, **kwargs
     ):
-
         self.n_channels = 31  # all channels except 5 times x_* CH and EOGvu
         if kwargs["interval"] is None:
             # "Epochs were windowed to [−200, 700] ms relative to the stimulus onset [...]."

moabb/datasets/sosulski2019.py

@@ -163,7 +163,6 @@ def _get_single_subject_data(self, subject):
     def data_path(
         self, subject, path=None, force_update=False, update_path=None, verbose=None
     ):
-
         if subject not in self.subject_list:
             raise (ValueError("Invalid subject number"))
 

moabb/datasets/ssvep_exo.py

@@ -81,7 +81,6 @@ def _get_single_subject_data(self, subject):
     def data_path(
         self, subject, path=None, force_update=False, update_path=None, verbose=None
     ):
-
         runs = {s + 1: n for s, n in enumerate([2] * 6 + [3] + [2] * 2 + [4, 2, 5])}
 
         if subject not in self.subject_list:

moabb/evaluations/evaluations.py

@@ -603,7 +603,6 @@ def _grid_search(self, param_grid, name_grid, name, clf, pipelines, X, y, cv, gr
                 return pipelines[name]
 
         elif param_grid is not None and os.path.isdir(name_grid):
-
             search = joblib.load(os.path.join(name_grid, "Grid_Search_CrossSubject.pkl"))
 
             pipelines[name].set_params(**search.best_params_)
@@ -645,7 +644,6 @@ def evaluate(self, dataset, pipelines, param_grid):
 
         # Implement Grid Search
         for name, clf in pipelines.items():
-
             name_grid = os.path.join(
                 str(self.hdf5_path), "GridSearch_CrossSubject", dataset.code, name
             )
@@ -660,7 +658,6 @@ def evaluate(self, dataset, pipelines, param_grid):
             total=n_subjects,
             desc=f"{dataset.code}-CrossSubject",
         ):
-
             subject = groups[test[0]]
             # now we can check if this subject has results
             run_pipes = self.results.not_yet_computed(pipelines, dataset, subject)

moabb/pipelines/utils.py

@@ -137,15 +137,13 @@ def generate_paradigms(pipeline_configs, context=None, logger=log):
     context = context or {}
     paradigms = OrderedDict()
     for config in pipeline_configs:
-
         if "paradigms" not in config.keys():
             logger.error("{} must have a 'paradigms' key.".format(config))
             continue
 
         # iterate over paradigms
 
         for paradigm in config["paradigms"]:
-
             # check if it is in the context parameters file
             if len(context) > 0:
                 if paradigm not in context.keys():
@@ -174,11 +172,9 @@ def generate_paradigms(pipeline_configs, context=None, logger=log):
 
 
 def generate_param_grid(pipeline_configs, context=None, logger=log):
-
     context = context or {}
     param_grid = {}
     for config in pipeline_configs:
-
         if "paradigms" not in config:
             logger.error("{} must have a 'paradigms' key.".format(config))
             continue

moabb/tests/datasets.py

@@ -33,7 +33,6 @@ def test_fake_dataset(self):
         n_runs = 2
 
         for paradigm in ["imagery", "p300", "ssvep"]:
-
             ds = FakeDataset(
                 n_sessions=n_sessions,
                 n_runs=n_runs,