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bb7d854
added BasketballDataset class
not-heavychevy Apr 10, 2025
2abeeff
added BasketballPitchDimensions class
not-heavychevy Apr 10, 2025
bd59522
added graph settings
not-heavychevy Apr 10, 2025
8a83938
added optimized graph converter
not-heavychevy Apr 10, 2025
f5071c6
added ball handling
not-heavychevy Apr 10, 2025
26d6d85
added init files
not-heavychevy Apr 10, 2025
f2d164b
bugfix dataset load() bug
not-heavychevy Apr 10, 2025
d86c0af
added tests
not-heavychevy Apr 10, 2025
d1c0c73
added additional fields computation
not-heavychevy Apr 10, 2025
64f5ee3
BasketballDataset inherits from DefaultDataset
not-heavychevy Apr 12, 2025
835cd59
bugfix
not-heavychevy Apr 12, 2025
98f09ae
files read with kloppy.io
not-heavychevy Apr 19, 2025
0502aa7
added norm parameters
not-heavychevy Apr 19, 2025
d2f6b52
refactor: move get_dataframe to DefaultDataset
not-heavychevy Apr 20, 2025
53ea444
created post_init
not-heavychevy Apr 20, 2025
3482bf9
added self.settings to BasketballDataset
not-heavychevy Apr 20, 2025
51a6657
added add_dummy_labels и add_graph_ids
not-heavychevy Apr 20, 2025
1352f80
rewritten tests for dataset.py
not-heavychevy Apr 21, 2025
b0fc5c1
Refactor BasketballPitchDimensions
not-heavychevy Apr 25, 2025
1e04bfd
added tests for BasketballPitchDimensions
not-heavychevy Apr 25, 2025
627fae8
Refactor BasketballGraphSettings
not-heavychevy Apr 25, 2025
1bdd740
added tests for BasketballGraphSettings
not-heavychevy Apr 25, 2025
7c64156
Merge PitchDimensions and GraphSettings
not-heavychevy Apr 25, 2025
a70739c
graph_settings test update
not-heavychevy Apr 25, 2025
ebe0914
import bugs fix
not-heavychevy Apr 25, 2025
2dcd3fb
graph_converter refactoring
not-heavychevy Apr 26, 2025
4b96024
dataset separator bugfix
not-heavychevy Apr 26, 2025
af3a02a
added tests for graph_converter
not-heavychevy Apr 26, 2025
8a47337
moved the functionality to “features”
not-heavychevy Apr 26, 2025
633afca
tests update
not-heavychevy Apr 26, 2025
7463b1e
tests fix
not-heavychevy Apr 26, 2025
dcfa8e4
Deprecate speed/acceleration thresholds
not-heavychevy Apr 26, 2025
1b5bc3b
unify data/settings access on DefaultDataset
not-heavychevy Apr 26, 2025
7eb2081
Refactor _convert to use polars methods
not-heavychevy Apr 26, 2025
b0b9d72
Add unified graph-export API to GraphConverter
not-heavychevy Apr 26, 2025
e55d30e
added new tests for public export API
not-heavychevy Apr 26, 2025
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added tests for BasketballGraphSettings
  • Loading branch information
not-heavychevy committed Apr 25, 2025
commit 1bdd740f9a010acfc1f6f1be34b2ab9e8017267c
60 changes: 47 additions & 13 deletions tests/test_basketball.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
import numpy as np
import polars as pl
import pytest
from unravel.utils.features import AdjacencyMatrixType, AdjacenyMatrixConnectType, PredictionLabelType
from kloppy.domain import Unit

# Monkeypatch BasketballDataset.get_dataframe to return .data
Expand Down Expand Up @@ -128,18 +129,20 @@ def test_graph_settings_defaults():
"""
Test BasketballGraphSettings default values.
"""
settings = BasketballGraphSettings()
settings_dict = settings.as_dict()
assert settings_dict["self_loop_ball"] is True
assert settings_dict["adjacency_matrix_connect_type"] == "ball"
assert settings_dict["adjacency_matrix_type"] == "split_by_team"
assert settings_dict["label_type"] == "binary"
assert settings_dict["max_player_speed"] == 20.0
assert settings_dict["max_ball_speed"] == 30.0
assert settings_dict["normalize_coordinates"] is True
assert settings_dict["defending_team_node_value"] == 0.0
assert settings_dict["attacking_team_node_value"] == 1.0

pdims = BasketballPitchDimensions()
settings = BasketballGraphSettings(pitch_dimensions=pdims)
# Custom settings
assert settings.pitch_dimensions is pdims
assert settings.ball_carrier_threshold == 5.0
assert settings.defending_team_node_value == 0.0
assert settings.attacking_team_node_value == 1.0
# Inherited defaults
assert settings.self_loop_ball is True
assert settings.adjacency_matrix_connect_type == AdjacenyMatrixConnectType.BALL
assert settings.adjacency_matrix_type == AdjacencyMatrixType.SPLIT_BY_TEAM
assert settings.label_type == PredictionLabelType.BINARY
assert settings.max_player_speed == 12.0
assert settings.max_ball_speed == 28.0

def test_pitch_dimensions_defaults():
"""
Expand Down Expand Up @@ -291,4 +294,35 @@ def test_basketball_pitchdimensions_basket_coordinates():
pdims = BasketballPitchDimensions()
d = pdims.as_dict()
assert d["basket_x"] == pytest.approx(90.0)
assert d["basket_y"] == pytest.approx(25.0)
assert d["basket_y"] == pytest.approx(25.0)


# New tests for updated BasketballGraphSettings

def test_graph_settings_requires_pitch_dimensions():
with pytest.raises(TypeError): BasketballGraphSettings()


def test_graph_settings_invalid_pitch_dimensions_type():
with pytest.raises(TypeError): BasketballGraphSettings(pitch_dimensions="not a BasketballPitchDimensions")


def test_graph_settings_invalid_defending_team_node_value():
pdims=BasketballPitchDimensions()
with pytest.raises(ValueError): BasketballGraphSettings(pitch_dimensions=pdims,defending_team_node_value=-0.1)


def test_graph_settings_invalid_attacking_team_node_value():
pdims=BasketballPitchDimensions()
with pytest.raises(ValueError): BasketballGraphSettings(pitch_dimensions=pdims,attacking_team_node_value=1.1)


def test_graph_settings_custom_values_and_inheritance():
pdims=BasketballPitchDimensions()
settings=BasketballGraphSettings(pitch_dimensions=pdims,ball_carrier_threshold=7.5,defending_team_node_value=0.3,attacking_team_node_value=0.7)
assert settings.ball_carrier_threshold==7.5
assert settings.defending_team_node_value==0.3
assert settings.attacking_team_node_value==0.7
assert hasattr(settings,"self_loop_ball")
assert hasattr(settings,"adjacency_matrix_type")