Enhanced PBP¶
DataNbaEnhancedPbpLoader
loads pbp data for a game and creates EnhancedPbpItem
objects for each event
Enhanced data for each event includes current players on floor, score, fouls to give and number of fouls committed by each player, plus additional data depending on event type
The following code will load pbp data for game id “0021900001” from a file located in a subdirectory of the /data directory
from pbpstats.data_loader import DataNbaEnhancedPbpFileLoader, DataNbaEnhancedPbpLoader
source_loader = DataNbaEnhancedPbpFileLoader("/data")
pbp_loader = DataNbaEnhancedPbpLoader("0021900001", source_loader)
print(pbp_loader.items[0].data) # prints dict with the first event of the game
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class
pbpstats.data_loader.data_nba.enhanced_pbp.loader.
DataNbaEnhancedPbpLoader
(game_id, source_loader)[source]¶ Bases:
pbpstats.data_loader.data_nba.pbp.loader.DataNbaPbpLoader
,pbpstats.data_loader.nba_enhanced_pbp_loader.NbaEnhancedPbpLoader
Loads data.nba.com source enhanced pbp data for game. Events are stored in items attribute as
EnhancedPbpItem
objectsParameters: - game_id (str) – NBA Stats Game Id
- source_loader –
DataNbaEnhancedPbpFileLoader
orDataNbaEnhancedPbpWebLoader
object
Raises: InvalidNumberOfStartersException
: If all 5 players that start the period for a team can’t be determined. You can add the correct period starters to overrides/missing_period_starters.json in your data directory to fix this.-
data_provider
= 'data_nba'¶
-
parent_object
= 'Game'¶
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resource
= 'EnhancedPbp'¶
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class
pbpstats.data_loader.data_nba.enhanced_pbp.file.
DataNbaEnhancedPbpFileLoader
(file_directory=None)[source]¶ Bases:
pbpstats.data_loader.data_nba.pbp.file.DataNbaPbpFileLoader
A
DataNbaEnhancedPbpFileLoader
object should be instantiated and passed intoDataNbaEnhancedPbpLoader
when loading data from fileParameters: file_directory (str) – Directory in which data should be loaded from. The specific file location will be data_<game_id>.json in the /pbp subdirectory.
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class
pbpstats.data_loader.data_nba.enhanced_pbp.web.
DataNbaEnhancedPbpWebLoader
(file_directory=None)[source]¶ Bases:
pbpstats.data_loader.data_nba.pbp.web.DataNbaPbpWebLoader
A
DataNbaEnhancedPbpWebLoader
object should be instantiated and passed intoDataNbaEnhancedPbpLoader
when loading data directly from the NBA Stats APIParameters: file_directory (str) – (optional, use it if you want to store the response data on disk) Directory in which data should be either stored. The specific file location will be data_<game_id>.json in the /pbp subdirectory. If not provided response data will not be saved on disk.