fix(pre_commit): 🎨 auto format pre-commit hooks

Author: pre-commit-ci[bot]

trackers/dataset/core.py

@@ -47,9 +47,7 @@ def get_sequence_info(self, sequence_name: str) -> Dict[str, Any]:
         pass
 
     @abc.abstractmethod
-    def get_frame_iterator(
-        self, sequence_name: str
-    ) -> Iterator[Dict[str, Any]]:
+    def get_frame_iterator(self, sequence_name: str) -> Iterator[Dict[str, Any]]:
         """
         Returns an iterator over frame information dictionaries for a sequence.
 
@@ -320,9 +318,7 @@ def get_sequence_info(self, sequence_name: str) -> Dict[str, Any]:
             print(f"Error parsing {seq_info_path}: {e}")
             return {}
 
-    def get_frame_iterator(
-        self, sequence_name: str
-    ) -> Iterator[Dict[str, Any]]:
+    def get_frame_iterator(self, sequence_name: str) -> Iterator[Dict[str, Any]]:
         """
         Returns an iterator yielding information about each frame in a sequence.
 

trackers/eval/eval.py

@@ -154,7 +154,9 @@ def get_detections(
             )
 
     def _process_tracking(
-        detections: sv.Detections, frame: Optional[np.ndarray], frame_info: Dict[str, Any]
+        detections: sv.Detections,
+        frame: Optional[np.ndarray],
+        frame_info: Dict[str, Any],
     ) -> sv.Detections:
         sequence_name = frame_info.get("sequence_name")
         frame_idx = frame_info.get("frame_idx")
@@ -493,7 +495,7 @@ def evaluate_tracks(
             print("Warning: No sequences found in the dataset to load tracks for.")
             return {"per_sequence": {}, "overall": {}}
 
-        tracks = load_tracks_from_disk(tracks_path or ".", sequence_names) # type: ignore
+        tracks = load_tracks_from_disk(tracks_path or ".", sequence_names)  # type: ignore
 
     # Compute metrics for each sequence
     results: Dict[str, Dict[str, Any]] = {

trackers/eval/metrics/__init__.py

@@ -11,7 +11,6 @@
 from .clear import CLEARMetric
 from .count import CountMetric
 
-
 # --- Available Metrics Registry ---
 # Maps metric names (lowercase for consistency) to their class implementation.
 # The name() method of the class should ideally return the key used here,
@@ -49,8 +48,8 @@ def get_metric_instance(name: str) -> Optional[TrackingMetric]:
 __all__ = [
     "AVAILABLE_METRICS",
     "PLACEHOLDER_METRIC_NAMES",
-    "CountMetric",
     "CLEARMetric",  # Added CLEARMetric to __all__
+    "CountMetric",
     "TrackingMetric",
     "get_metric_instance",
     "instantiate_metrics",  # Added instantiate_metrics to __all__

trackers/eval/metrics/base_tracking_metric.py

@@ -107,4 +107,3 @@ def aggregate(
                 aggregated[key] = 0.0  # Or some other default/indicator
 
         return aggregated
-

trackers/eval/metrics/clear.py

@@ -158,9 +158,7 @@ def compute(
             A dictionary containing computed CLEAR metric components and final
             derived metrics (MOTA, MOTP, etc.) for the sequence.
         """
-        res: Dict[str, float] = {
-            field: 0.0 for field in [*self.fields, "MOTP_sum"]
-        }
+        res: Dict[str, float] = {field: 0.0 for field in [*self.fields, "MOTP_sum"]}
 
         # --- Input Validation ---
         if "frame_idx" not in ground_truth.data: