init sequence_processor.py

Author: shunt16

hypernets_processor/sequence_processor.py

@@ -0,0 +1,74 @@
+"""
+Contains main class for processing sequence data
+"""
+
+from hypernets_processor.version import __version__
+from hypernets_processor.calibration.calibrate import Calibrate
+from hypernets_processor.surface_reflectance.surface_reflectance import SurfaceReflectance
+from hypernets_processor.interpolation.interpolate import InterpolateL1c
+from hypernets_processor.rhymer.rhymer.hypstar.rhymer_hypstar import RhymerHypstar
+from hypernets_processor.data_io.hypernets_reader import HypernetsReader
+from hypernets_processor.utils.paths import parse_sequence_path
+import numpy as np
+
+
+'''___Authorship___'''
+__author__ = "Sam Hunt"
+__created__ = "21/10/2020"
+__version__ = __version__
+__maintainer__ = "Sam Hunt"
+__email__ = "sam.hunt@npl.co.uk"
+__status__ = "Development"
+
+
+class SequenceProcessor:
+    """
+    Class for processing sequence data
+
+    :type context: processor context
+    :param context: hypernets_processor.context.Context
+    """
+
+    def __init__(self, context=None):
+        """
+        Constructor method
+        """
+        self.context = context
+
+    def process_sequence(self, sequence_path):
+        """
+        Processes sequence file
+        """
+
+        self.context.logger.info("Processing sequence: " + sequence_path)
+
+        # update context
+        self.context.set_config_value("time", parse_sequence_path(sequence_path)["datetime"])
+
+        # Read L0
+        self.context.logger.debug("Reading raw data...")
+        reader = HypernetsReader(self.context)
+        l0_irr, l0_rad, l0_bla = reader.read_sequence(sequence_path)
+        self.context.logger.debug("Done")
+
+        # Calibrate to L1a
+        self.context.logger.debug("Calibrating L1a...")
+        calibrate = Calibrate(self.context, MCsteps=100)
+        L1a_rad = calibrate.calibrate_l1a("radiance", l0_rad, l0_bla)
+        L1a_irr = calibrate.calibrate_l1a("irradiance", l0_irr, l0_bla)
+        self.context.logger.debug("Done")
+
+        if self.context.get_config_value("network") == "w":
+            pass
+
+        elif self.context.get_config_value("network") == "l":
+            pass
+
+        else:
+            raise NameError("Invalid network: " + self.context.get_config_value("network"))
+
+        return None
+
+
+if __name__ == "__main__":
+    pass