fix(statsperform): Bugfixes for deserializer

- Use the correct coordinate system and pitch dimensions
- Remove "BALL_OWNING_TEAM" flag
- Metadata.periods should be a list, not a dict
- Skip frames for which ball_state = DEAD when only_alive = True

Fixes #299.

kloppy/_providers/statsperform.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from kloppy.domain import TrackingDataset
+from kloppy.domain import TrackingDataset, Provider
 from kloppy.infra.serializers.tracking.statsperform import (
     StatsPerformDeserializer,
     StatsPerformInputs,
@@ -11,12 +11,23 @@
 def load(
     meta_data: FileLike,  # Stats Perform MA1 file - xml or json - single game, live data & lineups
     raw_data: FileLike,  # Stats Perform MA25 file - txt - tracking data
+    provider_name: str = "sportvu",
+    pitch_length: Optional[float] = None,
+    pitch_width: Optional[float] = None,
     sample_rate: Optional[float] = None,
     limit: Optional[int] = None,
     coordinates: Optional[str] = None,
     only_alive: Optional[bool] = False,
 ) -> TrackingDataset:
+    if pitch_length is None or pitch_width is None:
+        if coordinates is None or coordinates != provider_name:
+            raise ValueError(
+                "Please provide the pitch dimensions "
+                "('pitch_length', 'pitch_width') "
+                f"or set 'coordinates' to '{provider_name}'"
+            )
     deserializer = StatsPerformDeserializer(
+        provider=Provider[provider_name.upper()],
         sample_rate=sample_rate,
         limit=limit,
         coordinate_system=coordinates,
@@ -27,6 +38,9 @@ def load(
     ) as raw_data_fp:
         return deserializer.deserialize(
             inputs=StatsPerformInputs(
-                meta_data=meta_data_fp, raw_data=raw_data_fp
+                meta_data=meta_data_fp,
+                raw_data=raw_data_fp,
+                pitch_length=pitch_length,
+                pitch_width=pitch_width,
             )
         )

kloppy/domain/models/common.py

@@ -96,6 +96,7 @@ class Provider(Enum):
         KLOPPY:
         DATAFACTORY:
         STATSPERFORM:
+        SPORTVU:
     """
 
     METRICA = "metrica"
@@ -109,6 +110,7 @@ class Provider(Enum):
     KLOPPY = "kloppy"
     DATAFACTORY = "datafactory"
     STATSPERFORM = "statsperform"
+    SPORTVU = "sportvu"
     OTHER = "other"
 
     def __str__(self):
@@ -764,10 +766,10 @@ def pitch_dimensions(self) -> PitchDimensions:
 
 
 @dataclass
-class StatsPerformCoordinateSystem(CoordinateSystem):
+class SportVUCoordinateSystem(CoordinateSystem):
     @property
     def provider(self) -> Provider:
-        return Provider.STATSPERFORM
+        return Provider.SportVU
 
     @property
     def origin(self) -> Origin:
@@ -779,13 +781,12 @@ def vertical_orientation(self) -> VerticalOrientation:
 
     @property
     def pitch_dimensions(self) -> PitchDimensions:
-        # FIXME: This does not seem correct
-        return NormalizedPitchDimensions(
-            x_dim=Dimension(0, 100),
-            y_dim=Dimension(0, 100),
-            pitch_length=105,
-            pitch_width=68,
-            standardized=True,
+        return MetricPitchDimensions(
+            x_dim=Dimension(0, self.pitch_length),
+            y_dim=Dimension(0, self.pitch_width),
+            pitch_length=self.pitch_length,
+            pitch_width=self.pitch_width,
+            standardized=False,
         )
 
 
@@ -838,7 +839,7 @@ def build_coordinate_system(
         Provider.SKILLCORNER: SkillCornerCoordinateSystem,
         Provider.DATAFACTORY: DatafactoryCoordinateSystem,
         Provider.SECONDSPECTRUM: SecondSpectrumCoordinateSystem,
-        Provider.STATSPERFORM: StatsPerformCoordinateSystem,
+        Provider.SPORTVU: SportVUCoordinateSystem,
     }
 
     if provider in coordinate_systems:

kloppy/infra/serializers/tracking/statsperform.py

@@ -1,7 +1,7 @@
 import json
 import logging
-from datetime import datetime, timedelta
 import warnings
+from datetime import datetime, timedelta
 from typing import IO, Any, Dict, List, NamedTuple, Optional, Union
 
 from lxml import objectify
@@ -34,26 +34,30 @@
 class StatsPerformInputs(NamedTuple):
     meta_data: IO[bytes]
     raw_data: IO[bytes]
+    pitch_length: Optional[float] = None
+    pitch_width: Optional[float] = None
 
 
 class StatsPerformDeserializer(TrackingDataDeserializer[StatsPerformInputs]):
     def __init__(
         self,
+        provider: Provider,
         limit: Optional[int] = None,
         sample_rate: Optional[float] = None,
         coordinate_system: Optional[Union[str, Provider]] = None,
         only_alive: Optional[bool] = True,
     ):
         super().__init__(limit, sample_rate, coordinate_system)
         self.only_alive = only_alive
+        self._provider = provider
 
     @property
     def provider(self) -> Provider:
-        return Provider.STATSPERFORM
+        return self._provider
 
     @classmethod
     def __get_frame_rate(cls, tracking):
-        """gets the frame rate of the tracking data"""
+        """Infer the frame rate of the tracking data."""
 
         frame_numbers = [
             int(line.split(";")[1].split(",")[0]) for line in tracking[1:]
@@ -81,7 +85,6 @@ def _frame_from_framedata(cls, teams_list, period, frame_data):
         match_status = int(frame_info[1].split(",")[2])
 
         ball_state = BallState.ALIVE if match_status == 0 else BallState.DEAD
-        ball_owning_team = None
 
         if len(components) > 2:
             ball_data = components[2].split(";")[0].split(",")
@@ -122,7 +125,7 @@ def _frame_from_framedata(cls, teams_list, period, frame_data):
             timestamp=frame_timestamp,
             ball_coordinates=ball_coordinates,
             ball_state=ball_state,
-            ball_owning_team=ball_owning_team,
+            ball_owning_team=None,
             players_data=players_data,
             period=period,
             other_data={},
@@ -311,7 +314,10 @@ def deserialize(self, inputs: StatsPerformInputs) -> TrackingDataset:
         with performance_logging("Loading tracking data", logger=logger):
             frame_rate = self.__get_frame_rate(tracking_data)
 
-            transformer = self.get_transformer()
+            transformer = self.get_transformer(
+                pitch_length=inputs.pitch_length,
+                pitch_width=inputs.pitch_width,
+            )
 
             def _iter():
                 n = 0
@@ -332,6 +338,8 @@ def _iter():
                     teams_list, period, frame_data
                 )
                 frame = transformer.transform_frame(frame)
+                if self.only_alive and frame.ball_state == BallState.DEAD:
+                    continue
                 frames.append(frame)
 
                 if self.limit and n >= self.limit:
@@ -355,13 +363,13 @@ def _iter():
 
         meta_data = Metadata(
             teams=teams_list,
-            periods=periods,
+            periods=list(periods.values()),
             pitch_dimensions=transformer.get_to_coordinate_system().pitch_dimensions,
             score=None,
             frame_rate=frame_rate,
             orientation=orientation,
             provider=Provider.STATSPERFORM,
-            flags=DatasetFlag.BALL_OWNING_TEAM | DatasetFlag.BALL_STATE,
+            flags=DatasetFlag.BALL_STATE,
             coordinate_system=transformer.get_to_coordinate_system(),
         )
 

kloppy/tests/files/statsperform_ma25_tracking.txt

@@ -1,4 +1,4 @@
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@@ -89,4 +89,4 @@
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