"""
``DataNbaPbpLoader`` loads pbp data for a game and creates :obj:`~pbpstats.resources.pbp.data_nba_pbp_item.DataNbaPbpItem` 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
.. code-block:: python
from pbpstats.data_loader import DataNbaPbpFileLoader, DataNbaPbpLoader
source_loader = DataNbaPbpFileLoader("/data")
pbp_loader = DataNbaPbpLoader("0021900001", source_loader)
print(pbp_loader.items[0].data) # prints dict with the first event of the game
"""
from pbpstats.data_loader.data_nba.base import DataNbaLoaderBase
from pbpstats.resources.pbp.data_nba_pbp_item import DataNbaPbpItem
[docs]class DataNbaPbpLoader(DataNbaLoaderBase):
"""
Loads data.nba.com source pbp data for game.
Events are stored in items attribute as :obj:`~pbpstats.resources.pbp.data_nba_pbp_item.DataNbaPbpItem` objects
:param str game_id: NBA Stats Game Id
:param source_loader: :obj:`~pbpstats.data_loader.data_nba.pbp.file.DataNbaPbpFileLoader` or :obj:`~pbpstats.data_loader.data_nba.pbp.web.DataNbaPbpWebLoader` object
"""
data_provider = "data_nba"
resource = "Pbp"
parent_object = "Game"
def __init__(self, game_id, source_loader):
self.game_id = game_id
self.source_data = source_loader.load_data(self.game_id)
self._make_pbp_items()
def _make_pbp_items(self):
self.items = [
DataNbaPbpItem(event, item["p"])
for item in self.data
for event in item["pla"]
]
@property
def data(self):
"""
returns raw JSON response data
"""
return self.source_data["g"]["pd"]