added tests and function prototype for getting time stamps' for label changes

skais/ais/ais_trajectory.py

@@ -214,3 +214,6 @@ class AISTrajectory(AISPoints):
             return self
         else:
             return AISTrajectory(new_df, mmsi=self.mmsi)
+
+    def get_time_per_label_shift(self):
+        pass
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skais/tests/ais/test_ais_trajectory.py

@@ -334,3 +334,48 @@ class TestAISTrajectory(unittest.TestCase):
         expected = np.array([2, 2, 2, 2, 2])
 
         np.testing.assert_equal(result, expected)
+
+    def test_get_time_per_label_shift_single_label(self):
+        trajectory = AISTrajectory(
+            pd.DataFrame(
+                {
+                    "label": [1 for _ in range(0, 101, 10)],
+                    "ts_sec": [i for i in range(0, 6001, 600)]
+                }
+            )
+        )
+
+        result = trajectory.get_time_per_label_shift()
+        expected = [(0, 1)]
+
+        self.assertListEqual(result, expected)
+
+    def test_get_time_per_label_shift_label_switch_1(self):
+        trajectory = AISTrajectory(
+            pd.DataFrame(
+                {
+                    "label": [1 for _ in range(0, 101, 10)] + [2 for _ in range(0, 101, 10)],
+                    "ts_sec": [i for i in range(0, 12001, 600)]
+                }
+            )
+        )
+
+        result = trajectory.get_time_per_label_shift()
+        expected = [(0, 1), (6600, 2)]
+
+        self.assertListEqual(result, expected)
+
+    def test_get_time_per_label_shift_label_switch_2(self):
+        trajectory = AISTrajectory(
+            pd.DataFrame(
+                {
+                    "label": [1 for _ in range(0, 101, 10)] + [2 for _ in range(0, 101, 10)]+ [1 for _ in range(0, 101, 10)],
+                    "ts_sec": [i for i in range(0, 18001, 600)]
+                }
+            )
+        )
+
+        result = trajectory.get_time_per_label_shift()
+        expected = [(0, 1), (6600, 2), (12600, 1)]
+
+        self.assertListEqual(result, expected)
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