"""
``StatsNbaScoreboardLoader`` loads all games for a date and
creates :obj:`~pbpstats.resources.games.stats_nba_game_item.StatsNbaGameItem`
objects for each game
The following code will load data for 02/03/2020
.. code-block:: python
from pbpstats.data_loader import StatsNbaScoreboardLoader
game_finder_loader = StatsNbaScoreboardLoader("02/03/2020", "nba", "/data, "file")
print(game_finder_loader.items[0].data) # prints dict for first game
"""
import json
import os
from pbpstats import (
NBA_STRING,
G_LEAGUE_STRING,
WNBA_STRING,
NBA_GAME_ID_PREFIX,
G_LEAGUE_GAME_ID_PREFIX,
WNBA_GAME_ID_PREFIX,
)
from pbpstats.data_loader.abs_data_loader import check_file_directory
from pbpstats.data_loader.stats_nba.file_loader import StatsNbaFileLoader
from pbpstats.data_loader.stats_nba.web_loader import StatsNbaWebLoader
from pbpstats.resources.games.stats_nba_game_item import StatsNbaGameItem
[docs]class StatsNbaScoreboardLoader(StatsNbaFileLoader, StatsNbaWebLoader):
"""
Loads stats.nba.com source data for date.
Games are stored in items attribute
as :obj:`~pbpstats.resources.games.stats_nba_game_item.StatsNbaGameItem` objects
:param str date: Formatted as MM/DD/YYYY
:param str league_string: Options are 'nba', 'wnba' or 'gleague'
:param str file_directory: (optional if source is 'web')
Directory in which data should be either stored (if source is web) or loaded from (if source is file).
The specific file location will be `stats_<league>_<date>.json` in the `/schedule` subdirectory.
If None response data will not be saved on disk.
:param str source: Where should data be loaded from. Options are 'web' or 'file'
"""
data_provider = "stats_nba"
resource = "Games"
parent_object = "Day"
def __init__(self, date, league_string, file_directory, source):
self.date = date
self.league_string = league_string
self.file_directory = file_directory
self.source = source
self._load_data()
self._make_scoreboard_items()
def _load_data(self):
source_method = getattr(self, f"_from_{self.source}")
source_method()
@check_file_directory
def _from_file(self):
self.file_path = f'{self.file_directory}/schedule/stats_{self.league_string}_{self.date.replace("/", "_")}.json'
self._load_data_from_file()
def _from_web(self):
league_url_part = (
f"{G_LEAGUE_STRING}.{NBA_STRING}"
if self.league_string == G_LEAGUE_STRING
else self.league_string
)
self.base_url = f"https://stats.{league_url_part}.com/stats/scoreboardV2"
self.parameters = {
"DayOffset": 0,
"LeagueID": self.league_id,
"gameDate": self.date,
}
self._load_request_data()
def _save_data_to_file(self):
if self.file_directory is not None and os.path.isdir(self.file_directory):
file_path = f'{self.file_directory}/schedule/stats_{self.league_string}_{self.date.replace("/", "_")}.json'
with open(file_path, "w") as outfile:
json.dump(self.source_data, outfile)
@property
def league_id(self):
"""
Returns League Id for league.
00 for nba, 10 for wnba, 20 for g-league
"""
if self.league_string == NBA_STRING:
return NBA_GAME_ID_PREFIX
elif self.league_string == WNBA_STRING:
return WNBA_GAME_ID_PREFIX
elif self.league_string == G_LEAGUE_STRING:
return G_LEAGUE_GAME_ID_PREFIX
def _make_scoreboard_items(self):
self.items = [StatsNbaGameItem(item) for item in self.data]