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Diffstat (limited to 'src/argaze/PupilFeatures.py')
-rw-r--r-- | src/argaze/PupilFeatures.py | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/src/argaze/PupilFeatures.py b/src/argaze/PupilFeatures.py new file mode 100644 index 0000000..c38d10a --- /dev/null +++ b/src/argaze/PupilFeatures.py @@ -0,0 +1,83 @@ +""" + +This program is free software: you can redistribute it and/or modify it under +the terms of the GNU General Public License as published by the Free Software +Foundation, either version 3 of the License, or (at your option) any later +version. +This program is distributed in the hope that it will be useful, but WITHOUT +ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS +FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. +You should have received a copy of the GNU General Public License along with +this program. If not, see <http://www.gnu.org/licenses/>. +""" + +__author__ = "Théo de la Hogue" +__credits__ = [] +__copyright__ = "Copyright 2023, Ecole Nationale de l'Aviation Civile (ENAC)" +__license__ = "GPLv3" + +import math + +from argaze import DataFeatures + + +class PupilDiameter(float, DataFeatures.TimestampedObject): + """Define pupil diameter as a single float value. + + Parameters: + value: pupil diameter value. + """ + def __new__(cls, value: float = math.nan, **kwargs): + + return float.__new__(cls, value) + + def __init__(self, value: float = math.nan, **kwargs): + + super().__init__(**kwargs) + + @property + def value(self): + """Get pupil diameter value.""" + return float(self) + +class TimeStampedPupilDiameters(DataFeatures.TimestampedObjectsList): + """Handle timestamped pupil diameters into a list.""" + + def __init__(self, pupil_diameters: list = []): + + DataFeatures.TimestampedObjectsList.__init__(self, PupilDiameter, pupil_diameters) + +class PupilDiameterAnalyzer(DataFeatures.PipelineStepObject): + """Abstract class to define what should provide a pupil diameter analyser.""" + + @DataFeatures.PipelineStepMethod + def analyze(self, pupil_diameter: PupilDiameter) -> any: + """Analyze pupil diameter from successive timestamped pupil diameters.""" + + raise NotImplementedError('analyze() method not implemented') + + def browse(self, ts_pupil_diameters: TimeStampedPupilDiameters) -> list: + """Analyze by browsing timestamped pupil diameters. + + Parameters: + ts_pupil_diameters: list of timestamped pupil diameters. + + Returns: + ts_analysis: list of (timestamp, analysis). + """ + + assert(type(ts_pupil_diameters) == TimeStampedPupilDiameters) + + # TODO: Have TimestampedDataDictionary and TimestampedDataDictionaryList classes? + ts_analysis = [] + + # Iterate on pupil diameters + for pupil_diameter in ts_pupil_diameters: + + analysis = self.analyze(pupil_diameter.timestamp, pupil_diameter) + + if analysis is not None: + + ts_analysis.append((pupil_diameter.timestamp, analysis)) + + return ts_analysis |