143 lines
4.7 KiB
Python
143 lines
4.7 KiB
Python
"""
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Copyright 2024, Zep Software, Inc.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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import asyncio
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import json
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import logging
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import os
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import sys
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from datetime import datetime
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from pathlib import Path
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from typing import TypedDict
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from dotenv import load_dotenv
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from nba_api.stats.endpoints import commonteamroster, teamdetails
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from nba_api.stats.static import players, teams
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from graphiti_core import Graphiti
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from graphiti_core.llm_client.anthropic_client import AnthropicClient
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from graphiti_core.llm_client.config import LLMConfig
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from graphiti_core.nodes import EpisodeType
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from graphiti_core.utils.bulk_utils import RawEpisode
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from graphiti_core.utils.maintenance.graph_data_operations import clear_data
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load_dotenv()
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neo4j_uri = os.environ.get('NEO4J_URI', 'bolt://localhost:7687')
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neo4j_user = os.environ.get('NEO4J_USER', 'neo4j')
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neo4j_password = os.environ.get('NEO4J_PASSWORD', 'password')
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class PlayerInfo(TypedDict):
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team_name: str
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player_id: int
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player_name: str
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player_number: str
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player_position: str
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player_school: str
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def setup_logging():
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# Create a logger
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logger = logging.getLogger()
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logger.setLevel(logging.INFO) # Set the logging level to INFO
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# Create console handler and set level to INFO
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console_handler = logging.StreamHandler(sys.stdout)
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console_handler.setLevel(logging.INFO)
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# Create formatter
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formatter = logging.Formatter('%(name)s - %(levelname)s - %(message)s')
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# Add formatter to console handler
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console_handler.setFormatter(formatter)
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# Add console handler to logger
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logger.addHandler(console_handler)
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return logger
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def fetch_current_roster():
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all_teams = teams.get_teams()
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players_json = []
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for t in all_teams:
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name = t['full_name']
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print(name)
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if name == 'Golden State Warriors' or name == 'Boston Celtics' or name == 'Toronto Raptors':
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roster = commonteamroster.CommonTeamRoster(team_id=t['id']).get_dict()
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players_data = roster['resultSets'][0]
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headers = players_data['headers']
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row_set = players_data['rowSet']
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for row in row_set:
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player_dict = dict(zip(headers, row))
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player_dict['team_name'] = name
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print(player_dict)
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meaningful_data = {
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'team_name': name,
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'player_id': player_dict['PLAYER_ID'],
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'player_name': player_dict['PLAYER'],
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# 'player_number': player_dict['NUM'],
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# 'player_position': player_dict['POSITION'],
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# 'player_school': player_dict['SCHOOL'],
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}
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players_json.append(meaningful_data)
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script_dir = Path(__file__).parent
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filename = script_dir / 'current_nba_roster.json'
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print(players_json)
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with open(filename, 'w') as f:
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# write the players_json to the file and clear the file before doing so
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f.truncate(0)
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json.dump(players_json, f, indent=2)
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async def main():
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# fetch_current_roster()
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current_roster_from_file: list[PlayerInfo] = []
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script_dir = Path(__file__).parent
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filename = script_dir / 'current_nba_roster.json'
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with open(filename) as f:
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current_roster_from_file = json.load(f)
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print(current_roster_from_file)
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client = Graphiti(neo4j_uri, neo4j_user, neo4j_password)
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await clear_data(client.driver)
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await client.build_indices_and_constraints()
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players_grouped_by_team = {}
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for player in current_roster_from_file:
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team_name = player['team_name']
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if team_name not in players_grouped_by_team:
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players_grouped_by_team[team_name] = []
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players_grouped_by_team[team_name].append(player)
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for _, _ in players_grouped_by_team.items():
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episodes: list[RawEpisode] = [
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RawEpisode(
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name=f'Player {player["player_id"]}',
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content=str(player),
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source_description='NBA current roster',
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source=EpisodeType.json,
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reference_time=datetime.now(),
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)
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for player in players
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]
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await client.add_episode_bulk(episodes)
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if __name__ == '__main__':
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asyncio.run(main())
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