Fix issue #154.

pylossless/config/rejection.py

@@ -4,6 +4,8 @@
 # License: MIT
 
 import numpy as np
+from importlib.metadata import version
+import warnings
 
 from .config import ConfigMixin
 
@@ -90,7 +92,7 @@ def __init__(
         )
 
     def __repr__(self):
-        """Return a summary of the Calibration object."""
+        """Return a summary of the RejectionPolicy object."""
         return (
             f"RejectionPolicy: |\n"
             f"  config_fname: {self['config_fname']}\n"
@@ -101,7 +103,7 @@ def __repr__(self):
             f"  remove_flagged_ics: {self['remove_flagged_ics']}\n"
         )
 
-    def apply(self, pipeline, return_ica=False):
+    def apply(self, pipeline, return_ica=False, version_mismatch="raise"):
         """Return a cleaned new raw object based on the rejection policy.
 
         Parameters
@@ -119,6 +121,21 @@ def apply(self, pipeline, return_ica=False):
             An :class:`~mne.io.Raw` instance with the appropriate channels and ICs
             added to mne bads, interpolated, or dropped.
         """
+        if pipeline.config["version"] != version("pylossless"):
+            error_message = (
+                "The output of the pipeline was saved with pylossless version "
+                f"{pipeline.config['version']} and you are currently using "
+                f"version {version('pylossless')}. The behavior is undefined."
+            )
+            if version_mismatch == "raise":
+                raise RuntimeError(error_message)
+            elif version_mismatch == "warning":
+                warnings.warn(error_message, RuntimeWarning)
+            elif version_mismatch != "ignore":
+                raise ValueError("version_mismatch can take values 'raise', "
+                                 "'warning', or 'ignore'. Received "
+                                 f"{version_mismatch}.")
+
         # Get the raw object
         raw = pipeline.raw.copy()
 

pylossless/pipeline.py

@@ -10,6 +10,7 @@
 from copy import deepcopy
 from pathlib import Path
 from functools import partial
+from importlib.metadata import version
 
 # Math and data structures
 import numpy as np
@@ -461,6 +462,8 @@ def __init__(self, config_path=None, config=None):
             "epoch": FlaggedEpochs(self),
             "ic": FlaggedICs(),
         }
+        self._config = None
+
         if config:
             self.config = config
             if config_path is None:
@@ -526,6 +529,15 @@ def _repr_html_(self):
 
         return html
 
+    @property
+    def config(self):
+        return self._config
+
+    @config.setter
+    def config(self, config):
+        self._config = config
+        self._config["version"] = version("pylossless")
+
     @property
     def config_fname(self):
         warn('config_fname is deprecated and will be removed from future versions.',
@@ -1094,6 +1106,7 @@ def save(self, derivatives_path, overwrite=False, format="EDF", event_id=None):
         config_bidspath = bpath.update(
             extension=".yaml", suffix="ll_config", check=False
         )
+
         self.config.save(config_bidspath)
 
         # Save flag["ch"]

pylossless/tests/test_rejection.py

@@ -16,7 +16,19 @@ def test_rejection_policy(clean_ch_mode, pipeline_fixture):
     want_flags = ["noisy", "uncorrelated", "bridged"]
     assert rejection_config["ch_flags_to_reject"] == want_flags
 
-    raw, ica = rejection_config.apply(pipeline_fixture, return_ica=True)
+    pipeline_fixture.config["version"] = "-1"
+    with pytest.raises(RuntimeError, match="The output of the pipeline was"):
+        raw, ica = rejection_config.apply(pipeline_fixture,
+                                          version_mismatch="raise")
+    with pytest.raises(RuntimeWarning, match="The output of the pipeline was"):
+        raw, ica = rejection_config.apply(pipeline_fixture,
+                                          version_mismatch="warning")
+    with pytest.raises(ValueError, match="version_mismatch can take values"):
+        raw, ica = rejection_config.apply(pipeline_fixture,
+                                          version_mismatch="sdfdf")
+    raw, ica = rejection_config.apply(pipeline_fixture, return_ica=True,
+                                      version_mismatch="ignore")
+
     flagged_chs = []
     for key in rejection_config["ch_flags_to_reject"]:
         flagged_chs.extend(pipeline_fixture.flags["ch"][key].tolist())