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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 graph settings
  • Loading branch information
not-heavychevy committed Apr 10, 2025
commit bd59522e4b85cc9db75f8c3638f047b0696163a1
42 changes: 42 additions & 0 deletions unravel/basketball/graphs/graph_settings.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,42 @@
class BasketballGraphSettings:
"""
Configuration settings for converting NBA tracking data into graph representations.
"""
def __init__(
self,
self_loop_ball: bool = True,
adjacency_matrix_connect_type: str = "ball",
adjacency_matrix_type: str = "split_by_team",
label_type: str = "binary",
max_player_speed: float = 20.0, # unit: feet per second (adjust as needed)
max_ball_speed: float = 30.0, # unit: feet per second (adjust as needed)
defending_team_node_value: float = 0.0,
attacking_team_node_value: float = 1.0,
normalize_coordinates: bool = True,
verbose: bool = False,
):
self.self_loop_ball = self_loop_ball
self.adjacency_matrix_connect_type = adjacency_matrix_connect_type
self.adjacency_matrix_type = adjacency_matrix_type
self.label_type = label_type
self.max_player_speed = max_player_speed
self.max_ball_speed = max_ball_speed
self.defending_team_node_value = defending_team_node_value
self.attacking_team_node_value = attacking_team_node_value
self.normalize_coordinates = normalize_coordinates
self.verbose = verbose

def as_dict(self) -> dict:
"""Return all settings as a dictionary."""
return {
"self_loop_ball": self.self_loop_ball,
"adjacency_matrix_connect_type": self.adjacency_matrix_connect_type,
"adjacency_matrix_type": self.adjacency_matrix_type,
"label_type": self.label_type,
"max_player_speed": self.max_player_speed,
"max_ball_speed": self.max_ball_speed,
"defending_team_node_value": self.defending_team_node_value,
"attacking_team_node_value": self.attacking_team_node_value,
"normalize_coordinates": self.normalize_coordinates,
"verbose": self.verbose,
}