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path: root/src/argaze.test/GazeFeatures.py
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#!/usr/bin/env python

import unittest

from argaze import GazeFeatures

import numpy

def random_gaze_positions(size):
    """ Generate random TimeStampedGazePsoitions for testing purpose.
        Timestamps are current time.
        GazePositions are random values.
    """

    import random
    import time

    ts_gaze_positions = GazeFeatures.TimeStampedGazePositions()
    
    for i in range(0, size):

        # Edit gaze position
        random_gaze_position = GazeFeatures.GazePosition((random.random(), random.random()))

        # Store gaze position
        ts_gaze_positions[time.time()] = random_gaze_position

    return ts_gaze_positions

class TestGazePositionClass(unittest.TestCase):
    """Test GazePosition class."""

    def test_new(self):
        """Test GazePosition creation."""
        
        # Check empty GazePosition
        empty_gaze_position = GazeFeatures.GazePosition()

        self.assertEqual(empty_gaze_position.value, (0, 0))
        self.assertEqual(empty_gaze_position[0], 0)
        self.assertEqual(empty_gaze_position[1], 0)

        for v in empty_gaze_position:
            self.assertEqual(v, 0)

        self.assertEqual(empty_gaze_position.accuracy, 0.)
        self.assertEqual(len(empty_gaze_position), 2)
        self.assertEqual(empty_gaze_position.valid, True)
        self.assertEqual(numpy.array(empty_gaze_position).shape, (2,))

        # Check integer GazePosition
        int_gaze_position = GazeFeatures.GazePosition((123, 456), accuracy=55)

        self.assertEqual(int_gaze_position.value, (123, 456))
        self.assertEqual(int_gaze_position[0], 123)
        self.assertEqual(int_gaze_position[1], 456)
        self.assertEqual(int_gaze_position.accuracy, 55)
        self.assertEqual(len(int_gaze_position), 2)
        self.assertEqual(int_gaze_position.valid, True)
        self.assertEqual(numpy.array(empty_gaze_position).shape, (2,))

        # Check float GazePosition
        float_gaze_position = GazeFeatures.GazePosition((1.23, 4.56), accuracy=5.5)

        self.assertEqual(float_gaze_position.value, (1.23, 4.56))
        self.assertEqual(float_gaze_position[0], 1.23)
        self.assertEqual(float_gaze_position[1], 4.56)
        self.assertEqual(float_gaze_position.accuracy, 5.5)
        self.assertEqual(len(float_gaze_position), 2)
        self.assertEqual(float_gaze_position.valid, True)
        self.assertEqual(numpy.array(empty_gaze_position).shape, (2,))

    def test_properties(self):
        """Test GazePosition properties cannot be modified after creation."""

        gaze_position = GazeFeatures.GazePosition()

        # Check that gaze position value setting fails
        with self.assertRaises(AttributeError):

            gaze_position.value = (123, 456)

        self.assertNotEqual(gaze_position.value, (123, 456))
        self.assertEqual(gaze_position.value, (0, 0))

    def test___repr__(self):
        """Test GazePosition string representation."""

        # Check empty GazePosition representation
        self.assertEqual(repr(GazeFeatures.GazePosition()), "{\"value\": [0, 0], \"accuracy\": 0.0}")

class TestUnvalidGazePositionClass(unittest.TestCase):
    """Test UnvalidGazePosition class."""

    def test_new(self):
        """Test UnvalidGazePosition creation."""

        import math
        
        unvalid_gaze_position = GazeFeatures.UnvalidGazePosition()

        self.assertEqual(unvalid_gaze_position.value, (None, None))
        self.assertEqual(unvalid_gaze_position.accuracy, None)
        self.assertEqual(unvalid_gaze_position.valid, False)

    def test___repr__(self):
        """Test UnvalidGazePosition string representation."""

        self.assertEqual(repr(GazeFeatures.UnvalidGazePosition()), "{\"value\": [null, null], \"accuracy\": null}")

class TestTimeStampedGazePositionsClass(unittest.TestCase):
    """Test TimeStampedGazePositions class."""

    def test___setitem__(self):
        """Test __setitem__ method."""

        ts_gaze_positions = GazeFeatures.TimeStampedGazePositions()
        ts_gaze_positions[0] = GazeFeatures.GazePosition()
        ts_gaze_positions[1] = GazeFeatures.UnvalidGazePosition()
        ts_gaze_positions[2] = {"value": (0, 0), "accuracy": 0.}

        # Check GazePosition is correctly stored and accessible as a GazePosition
        self.assertIsInstance(ts_gaze_positions[0], GazeFeatures.GazePosition)
        self.assertEqual(ts_gaze_positions[0].valid, True)

        # Check UnvalidGazePosition is correctly stored and accessible as a UnvalidGazePosition
        self.assertIsInstance(ts_gaze_positions[1], GazeFeatures.UnvalidGazePosition)
        self.assertEqual(ts_gaze_positions[1].valid, False)

        # Check dict with "value" and "accuracy" keys is correctly stored and accessible as a GazePosition
        self.assertIsInstance(ts_gaze_positions[2], GazeFeatures.GazePosition)
        self.assertEqual(ts_gaze_positions[2].valid, True)

        # Check that bad data type insertion fails
        with self.assertRaises(AssertionError):

            ts_gaze_positions[3] = "This string is not a gaze position value."

        # Check that dict with bad keys insertion fails
        with self.assertRaises(AssertionError):

            ts_gaze_positions[4] = {"bad_key": (0, 0), "accuracy": 0.}

        # Check final lenght
        self.assertEqual(len(ts_gaze_positions), 3)

    def test___repr__(self):
        """Test inherited string representation."""

        ts_gaze_positions = GazeFeatures.TimeStampedGazePositions()

        self.assertEqual(repr(GazeFeatures.TimeStampedGazePositions()), "{}")

        ts_gaze_positions[0] = GazeFeatures.GazePosition()
        
        self.assertEqual(repr(ts_gaze_positions), "{\"0\": {\"value\": [0, 0], \"accuracy\": 0.0}}")

        ts_gaze_positions[0] = GazeFeatures.UnvalidGazePosition()

        self.assertEqual(repr(ts_gaze_positions), "{\"0\": {\"value\": [null, null], \"accuracy\": null}}")

    def test_as_dataframe(self):
        """Test inherited as_dataframe method."""

        ts_gaze_positions_dataframe = random_gaze_positions(10).as_dataframe()

        # Check dataframe conversion
        self.assertEqual(ts_gaze_positions_dataframe.index.name, "timestamp")
        self.assertEqual(ts_gaze_positions_dataframe.index.size, 10)

        self.assertEqual(ts_gaze_positions_dataframe.columns.size, 2)
        self.assertEqual(ts_gaze_positions_dataframe.columns[0], "value")
        self.assertEqual(ts_gaze_positions_dataframe.columns[1], "accuracy")

        self.assertEqual(ts_gaze_positions_dataframe["value"].dtype, 'object')
        self.assertEqual(ts_gaze_positions_dataframe["accuracy"].dtype, 'float64')

        # Check unvalid position conversion
        ts_gaze_positions = GazeFeatures.TimeStampedGazePositions()
        ts_gaze_positions[0] = GazeFeatures.UnvalidGazePosition()
        ts_gaze_positions_dataframe = ts_gaze_positions.as_dataframe()

        self.assertEqual(ts_gaze_positions_dataframe.index.name, "timestamp")
        self.assertEqual(ts_gaze_positions_dataframe.index.size, 1)

        self.assertEqual(ts_gaze_positions_dataframe.columns.size, 2)
        self.assertEqual(ts_gaze_positions_dataframe.columns[0], "value")
        self.assertEqual(ts_gaze_positions_dataframe.columns[1], "accuracy")

        self.assertEqual(ts_gaze_positions_dataframe["value"].dtype, 'object')
        self.assertEqual(ts_gaze_positions_dataframe["accuracy"].dtype, 'O') # Python object type

if __name__ == '__main__':

    unittest.main()