PBP¶
StatsNbaPbpLoader
loads pbp data for a game and
creates StatsNbaPbpItem
objects for each event
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 StatsNbaPbpFileLoader, StatsNbaPbpLoader
source_loader = StatsNbaPbpFileLoader("/data")
pbp_loader = StatsNbaPbpLoader("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.stats_nba.pbp.loader.
StatsNbaPbpLoader
(game_id, source_loader)[source]¶ Bases:
pbpstats.data_loader.stats_nba.base.StatsNbaLoaderBase
Loads stats.nba.com source pbp data for game. Events are stored in items attribute as
StatsNbaPbpItem
objectsParameters: - game_id (str) – NBA Stats Game Id
- source_loader –
StatsNbaPbpFileLoader
orStatsNbaPbpWebLoader
object
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data_provider
= 'stats_nba'¶
-
parent_object
= 'Game'¶
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resource
= 'Pbp'¶
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class
pbpstats.data_loader.stats_nba.pbp.file.
StatsNbaPbpFileLoader
(file_directory)[source]¶ Bases:
pbpstats.data_loader.stats_nba.file_loader.StatsNbaFileLoader
A
StatsNbaPbpFileLoader
object should be instantiated and passed intoStatsNbaPbpLoader
when loading data from fileParameters: file_directory (str) – Directory in which data should be loaded from. The specific file location will be stats_<game_id>.json in the /pbp subdirectory.
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class
pbpstats.data_loader.stats_nba.pbp.web.
StatsNbaPbpWebLoader
(file_directory=None)[source]¶ Bases:
pbpstats.data_loader.stats_nba.web_loader.StatsNbaWebLoader
A
StatsNbaPbpWebLoader
object should be instantiated and passed intoStatsNbaPbpLoader
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 stats_<game_id>.json in the /pbp subdirectory. If not provided response data will not be saved on disk.