Add hub checkpoint check

Imageomics · Nov 19, 2024 · e4dee39 · e4dee39
1 parent a9f2deb
commit e4dee39
Showing 1 changed file with 33 additions and 9 deletions.
diff --git a/tests/test_miniscene2behavior.py b/tests/test_miniscene2behavior.py
@@ -29,6 +29,12 @@ class TestMiniscene2Behavior(unittest.TestCase):
     def setUpClass(cls):
         cls.local_checkpoint = "checkpoint_epoch_00075.pyth"
 
+        # run tracks_extractor
+        sys.argv = ["tracks_extractor.py",
+                    "--video", "tests/detection_example/DJI_0068.mp4",
+                    "--annotation", "tests/detection_example/DJI_0068.xml"]
+        tracks_extractor.main()
+
     @classmethod
     def download_model(cls):
         if not os.path.exists(cls.local_checkpoint):
@@ -39,7 +45,7 @@ def download_model(cls):
             with open(f"{cls.local_checkpoint}.zip", "wb") as f:
                 f.write(r.content)
 
-            # unzip model checkpoint
+            # Unzip model checkpoint
             with zipfile.ZipFile(f"{cls.local_checkpoint}.zip", "r") as zip_ref:
                 zip_ref.extractall(".")
 
@@ -54,7 +60,8 @@ def tearDownClass(cls):
     def setUp(self):
         self.tool = "miniscene2behavior.py"
         self.hub = "imageomics/x3d-kabr-kinetics"
-        self.checkpoint = "checkpoint_epoch_00075.pyth.zip"
+        self.checkpoint = "checkpoint_epoch_00075.pyth"
+        self.checkpoint_archive = "checkpoint_epoch_00075.pyth.zip"
         self.miniscene = "mini-scenes/tests|detection_example|DJI_0068"
         self.video = "DJI_0068"
         self.config = "config.yml"
@@ -65,21 +72,38 @@ def tearDown(self):
         # TODO: delete outputs
         del_file(self.output)
 
-    def test_run(self):
-        # run tracks_extractor
-        sys.argv = ["tracks_extractor.py",
-                    "--video", "tests/detection_example/DJI_0068.mp4",
-                    "--annotation", "tests/detection_example/DJI_0068.xml"]
-        tracks_extractor.main()
+    def test_hub_checkpoint_archive(self):
+        # annotate mini-scenes
+        sys.argv = [self.tool,
+                    "--hub", self.hub,
+                    "--checkpoint", self.checkpoint_archive,
+                    "--miniscene", self.miniscene,
+                    "--video", self.video]
+        run()
 
+    @patch("kabr_tools.miniscene2behavior.create_model")
+    @patch("kabr_tools.miniscene2behavior.annotate_miniscene")
+    def test_hub_checkpoint(self, annotate_miniscene, create_model):
         # annotate mini-scenes
         sys.argv = [self.tool,
                     "--hub", self.hub,
-                    "--checkpoint", self.checkpoint,
+                    "--checkpoint", self.checkpoint_archive,
                     "--miniscene", self.miniscene,
                     "--video", self.video]
+
+        # patch create_model
+        create_model.return_value = (Mock(), Mock())
         run()
 
+        # check arguments to create_model
+        config_path = create_model.call_args[0][0]
+        checkpoint_path = create_model.call_args[0][1]
+        download_folder = f"{checkpoint_path.rsplit("/", 1)[0]}/"
+        self.assertEqual(self.checkpoint,
+                         checkpoint_path.replace(download_folder, ""))
+        self.assertEqual(self.config,
+                         config_path.replace(download_folder, ""))
+
     @patch('kabr_tools.utils.slowfast.utils.process_cv2_inputs')
     @patch('kabr_tools.utils.slowfast.utils.cv2.VideoCapture')
     def test_matching_tracks(self, video_capture, process_cv2_inputs):