From a425c6d35a3af71cf74f81d88b7f9d6cc2a0cf29 Mon Sep 17 00:00:00 2001 From: KevinTrinh1227 Date: Tue, 30 Jan 2024 20:56:22 -0600 Subject: [PATCH] Minor updates and fixes --- .gitignore | 3 - json files/assists.json | 164 + json files/match_results.json | 20215 +++++++++++++++++++ json files/points.json | 146 + json files/points_assists.json | 56 + json files/points_assists_rebounds.json | 56 + json files/points_rebounds.json | 56 + json files/post_formatted_projections.json | 522 + json files/pre_formatted_projections.json | 4999 +++++ json files/rebounds.json | 164 + json files/team_elos.json | 14272 +++++++++++++ main.py | 26 +- utils/current_player_stats.py | 4 +- utils/json_functions.py | 21 + 14 files changed, 40685 insertions(+), 19 deletions(-) create mode 100644 json files/assists.json create mode 100644 json files/match_results.json create mode 100644 json files/points.json create mode 100644 json files/points_assists.json create mode 100644 json files/points_assists_rebounds.json create mode 100644 json files/points_rebounds.json create mode 100644 json files/post_formatted_projections.json create mode 100644 json files/pre_formatted_projections.json create mode 100644 json files/rebounds.json create mode 100644 json files/team_elos.json create mode 100644 utils/json_functions.py diff --git a/.gitignore b/.gitignore index b2788c1..0e75bdf 100644 --- a/.gitignore +++ b/.gitignore @@ -6,9 +6,6 @@ __pycache__/ # C extensions *.so -#json files -*.json - # Distribution / packaging .idea .Python diff --git a/json files/assists.json b/json files/assists.json new file mode 100644 index 0000000..8186fe2 --- /dev/null +++ b/json files/assists.json @@ -0,0 +1,164 @@ +[ + { + "Cameron Johnson": { + "general": { + "player_id": 666679, + "team_name": "Nets", + "team_market": "Brooklyn", + "picture_link": "https://static.prizepicks.com/images/players/nba/Cameron_Johnson_2fe5b749-7bd4-4dbc-acfb-6d675f541e37.webp", + "player_position": "F" + }, + "stats": { + "type": "assists", + "strike_value": 1.5, + "predicted_value": 2.62, + "bet_recommendation": "Higher", + "difference": 1.12 + } + } + }, + { + "Tobias Harris": { + "general": { + "player_id": 200, + "team_name": "76ers", + "team_market": "Philadelphia", + "picture_link": "https://static.prizepicks.com/images/players/nba/Tobias_Harris_82f09975-6a8d-42e4-b42c-a52b9349ed50.webp", + "player_position": "F" + }, + "stats": { + "type": "assists", + "strike_value": 4.5, + "predicted_value": 3.14, + "bet_recommendation": "Lower", + "difference": 1.36 + } + } + }, + { + "Bradley Beal": { + "general": { + "player_id": 37, + "team_name": "Suns", + "team_market": "Phoenix", + "picture_link": "https://static.prizepicks.com/images/players/nba/Bradley_Beal_ff461754-ad20-4eeb-af02-2b46cc980b24.webp", + "player_position": "G" + }, + "stats": { + "type": "assists", + "strike_value": 5.5, + "predicted_value": 4.3, + "bet_recommendation": "Lower", + "difference": 1.2 + } + } + }, + { + "Kevin Durant": { + "general": { + "player_id": 140, + "team_name": "Suns", + "team_market": "Phoenix", + "picture_link": "https://static.prizepicks.com/images/players/nba/Kevin_Durant__53f2fa48-e61b-49fb-843d-8a3e872257eb.webp", + "player_position": "F" + }, + "stats": { + "type": "assists", + "strike_value": 3.5, + "predicted_value": 5.7, + "bet_recommendation": "Higher", + "difference": 2.2 + } + } + }, + { + "Andrew Wiggins": { + "general": { + "player_id": 475, + "team_name": "Warriors", + "team_market": "Golden State", + "picture_link": "https://static.prizepicks.com/images/players/nba/Andrew_Wiggins_77c425f0-0fce-4fab-bd1e-c915c8fb5bc7.webp", + "player_position": "F" + }, + "stats": { + "type": "assists", + "strike_value": 2.5, + "predicted_value": 1.56, + "bet_recommendation": "Lower", + "difference": 0.94 + } + } + }, + { + "Devin Booker": { + "general": { + "player_id": 57, + "team_name": "Suns", + "team_market": "Phoenix", + "picture_link": "https://static.prizepicks.com/images/players/nba/Devin_Booker_31baa84f-c759-4f92-8e1f-a92305ade3d6.webp", + "player_position": "G" + }, + "stats": { + "type": "assists", + "strike_value": 4.5, + "predicted_value": 7.29, + "bet_recommendation": "Higher", + "difference": 2.79 + } + } + }, + { + "Joel Embiid": { + "general": { + "player_id": 145, + "team_name": "76ers", + "team_market": "Philadelphia", + "picture_link": "https://static.prizepicks.com/images/players/nba/Joel_Embiid_bf9ad0fd-0cb8-4360-8970-5f1b5cf3fa8d.webp", + "player_position": "C-F" + }, + "stats": { + "type": "assists", + "strike_value": 7.5, + "predicted_value": 5.79, + "bet_recommendation": "Lower", + "difference": 1.71 + } + } + }, + { + "Mikal Bridges": { + "general": { + "player_id": 61, + "team_name": "Nets", + "team_market": "Brooklyn", + "picture_link": "https://static.prizepicks.com/images/players/nba/Mikal_Bridges_83cc5b28-36a7-43ba-ba20-8347bd1de583.webp", + "player_position": "F" + }, + "stats": { + "type": "assists", + "strike_value": 4.5, + "predicted_value": 3.7, + "bet_recommendation": "Lower", + "difference": 0.8 + } + } + }, + { + "Cam Thomas": { + "general": { + "player_id": 17896048, + "team_name": "Nets", + "team_market": "Brooklyn", + "picture_link": "https://static.prizepicks.com/images/players/nba/Cameron_Thomas_c6289b1b-7bb2-4ee6-8111-1a6e96aa9104.webp", + "player_position": "G" + }, + "stats": { + "type": "assists", + "strike_value": 3.5, + "predicted_value": 2.32, + "bet_recommendation": "Lower", + "difference": 1.18 + } + } + } +] \ No newline at end of file diff --git a/json files/match_results.json b/json files/match_results.json new file mode 100644 index 0000000..f98f8ec --- /dev/null +++ b/json files/match_results.json @@ -0,0 +1,20215 @@ +[ + { + "id": 1037593, + "date": "2023-10-24T00:00:00.000Z", + "home_team": { + "id": 8, + "abbreviation": "DEN", + "city": "Denver", + "conference": "West", + "division": "Northwest", + "full_name": "Denver Nuggets", + "name": "Nuggets" + }, + "home_team_score": 119, + "period": 4, + "postseason": false, + "season": 2023, + "status": "Final", + "time": "Final", + "visitor_team": { + "id": 14, + "abbreviation": "LAL", + "city": "Los Angeles", + "conference": "West", + "division": "Pacific", + "full_name": "Los Angeles Lakers", + "name": "Lakers" + }, + "visitor_team_score": 107 + }, + { + "id": 1037594, + "date": "2023-10-24T00:00:00.000Z", + "home_team": { + "id": 10, + "abbreviation": "GSW", + "city": "Golden State", + "conference": "West", + "division": "Pacific", + "full_name": "Golden State Warriors", + "name": "Warriors" + }, + "home_team_score": 104, + "period": 4, + "postseason": false, + "season": 2023, + "status": "Final", + "time": "Final", + "visitor_team": { + "id": 24, + "abbreviation": "PHX", + "city": "Phoenix", + "conference": "West", + "division": "Pacific", + "full_name": "Phoenix Suns", + "name": "Suns" + }, + "visitor_team_score": 108 + }, + { + "id": 1037595, + "date": 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"conference": "East", + "division": "Southeast", + "full_name": "Washington Wizards", + "name": "Wizards" + }, + "visitor_team_score": 120 + }, + { + "id": 1037597, + "date": "2023-10-25T00:00:00.000Z", + "home_team": { + "id": 20, + "abbreviation": "NYK", + "city": "New York", + "conference": "East", + "division": "Atlantic", + "full_name": "New York Knicks", + "name": "Knicks" + }, + "home_team_score": 104, + "period": 4, + "postseason": false, + "season": 2023, + "status": "Final", + "time": "Final", + "visitor_team": { + "id": 2, + "abbreviation": "BOS", + "city": "Boston", + "conference": "East", + "division": "Atlantic", + "full_name": "Boston Celtics", + "name": "Celtics" + }, + "visitor_team_score": 108 + }, + { + "id": 1037598, + "date": "2023-10-25T00:00:00.000Z", + "home_team": { + "id": 22, + "abbreviation": "ORL", + "city": "Orlando", + "conference": "East", + "division": "Southeast", + "full_name": "Orlando Magic", + "name": "Magic" + }, + "home_team_score": 116, + 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"opposing_team": "Hawks", + "scores": { + "winner_score": 125, + "losser_score": 114 + } + }, + { + "match_id": 1037887, + "elo": 1562.2593007845805, + "result": "Win", + "opposing_team": "Wizards", + "scores": { + "winner_score": 146, + "losser_score": 101 + } + }, + { + "match_id": 1037902, + "elo": 1565.1499207722777, + "result": "Win", + "opposing_team": "Pistons", + "scores": { + "winner_score": 129, + "losser_score": 111 + } + }, + { + "match_id": 1037919, + "elo": 1571.9640715016012, + "result": "Win", + "opposing_team": "Pistons", + "scores": { + "winner_score": 124, + "losser_score": 92 + } + }, + { + "match_id": 1037927, + "elo": 1576.0899657507555, + "result": "Win", + "opposing_team": "Hornets", + "scores": { + "winner_score": 135, + "losser_score": 82 + } + }, + { + "match_id": 1037943, + "elo": 1565.5746490923523, + "result": "Loss", + "opposing_team": "Bulls", + "scores": { + "winner_score": 104, + "losser_score": 108 + } + }, + { + "match_id": 1037959, + "elo": 1579.546711238964, + "result": "Win", + "opposing_team": "Timberwolves", + "scores": { + "winner_score": 127, + "losser_score": 113 + } + }, + { + "match_id": 1037974, + "elo": 1589.2740750845248, + "result": "Win", + "opposing_team": "Raptors", + "scores": { + "winner_score": 121, + "losser_score": 111 + } + }, + { + "match_id": 1037996, + "elo": 1575.1964910821682, + "result": "Loss", + "opposing_team": "Heat", + "scores": { + "winner_score": 113, + "losser_score": 119 + } + }, + { + "match_id": 1038007, + "elo": 1581.577781817569, + "result": "Win", + "opposing_team": "Magic", + "scores": { + "winner_score": 112, + "losser_score": 92 + } + }, + { + "match_id": 1038026, + "elo": 1586.949159932301, + "result": "Win", + "opposing_team": "Rockets", + "scores": { + "winner_score": 131, + "losser_score": 127 + } + }, + { + "match_id": 1038034, + "elo": 1571.8326884788664, + "result": "Loss", + "opposing_team": "Bulls", + "scores": { + "winner_score": 92, + "losser_score": 105 + } + }, + { + "match_id": 1038051, + "elo": 1582.8066432409628, + "result": "Win", + "opposing_team": "Bulls", + "scores": { + "winner_score": 110, + "losser_score": 97 + } + }, + { + "match_id": 1038075, + "elo": 1574.0018620658311, + "result": "Loss", + "opposing_team": "Knicks", + "scores": { + "winner_score": 92, + "losser_score": 128 + } + }, + { + "match_id": 1038087, + "elo": 1564.077441265041, + "result": "Loss", + "opposing_team": "Jazz", + "scores": { + "winner_score": 109, + "losser_score": 120 + } + }, + { + "match_id": 1038113, + "elo": 1548.160849346179, + "result": "Loss", + "opposing_team": "Hawks", + "scores": { + "winner_score": 132, + "losser_score": 139 + } + }, + { + "match_id": 1038124, + "elo": 1561.347448734853, + "result": "Win", + "opposing_team": "Kings", + "scores": { + "winner_score": 112, + "losser_score": 93 + } + }, + { + "match_id": 1038147, + "elo": 1572.3869638151257, + "result": "Win", + "opposing_team": "Rockets", + "scores": { + "winner_score": 124, + "losser_score": 115 + } + }, + { + "match_id": 1038158, + "elo": 1585.7873634716705, + "result": "Win", + "opposing_team": "Nuggets", + "scores": { + "winner_score": 126, + "losser_score": 121 + } + }, + { + "match_id": 1038177, + "elo": 1590.7795853989621, + "result": "Win", + "opposing_team": "Magic", + "scores": { + "winner_score": 124, + "losser_score": 109 + } + }, + { + "match_id": 1038185, + "elo": 1593.2497397392538, + "result": "Win", + "opposing_team": "Hornets", + "scores": { + "winner_score": 97, + "losser_score": 89 + } + }, + { + "match_id": 1038200, + "elo": 1598.6604109643129, + "result": "Win", + "opposing_team": "Spurs", + "scores": { + "winner_score": 133, + "losser_score": 123 + } + }, + { + "match_id": 1038219, + "elo": 1583.7672555799866, + "result": "Loss", + "opposing_team": "Pacers", + "scores": { + "winner_score": 122, + "losser_score": 134 + } + }, + { + "match_id": 1038236, + "elo": 1570.989600118716, + "result": "Loss", + "opposing_team": "Nuggets", + "scores": { + "winner_score": 105, + "losser_score": 111 + } + }, + { + "match_id": 1038260, + "elo": 1553.9643042468208, + "result": "Loss", + "opposing_team": "Trail Blazers", + "scores": { + "winner_score": 104, + "losser_score": 130 + } + } + ] + } +} \ No newline at end of file diff --git a/main.py b/main.py index ebd444d..6cafefe 100644 --- a/main.py +++ b/main.py @@ -21,6 +21,7 @@ # from utils.team_finder import * from utils.calculate_elo import * from utils.get_all_matches import * +from utils.json_functions import * from selenium import webdriver from selenium.webdriver.firefox.service import Service @@ -28,6 +29,7 @@ from bs4 import BeautifulSoup import json +json_dir_location = "json files" pre_json = "json files/pre_formatted_projections.json" # where we copied and paste api into post_json = "json files/post_formatted_projections.json" # organized json file points_json = "json files/points.json" # player points recommendations json @@ -39,6 +41,8 @@ season_matches_json = "json files/match_results.json" # displays the season's match results team_elos_json = "json files/team_elos.json" # All 30 NBA team's elo ratings and history +wipe_json_files(json_dir_location) # we clean all json files for new data only + print(""" ______ _ _____ _ _ _____ _ _ _ _ | __ \ (_) | __ (_) | | | __ \ | (_) | | (_) @@ -87,7 +91,7 @@ json_data = json.loads(json_content) - filename = "./json files/pre_formatted_projections.json" + filename = pre_json with open(filename, 'w', encoding='utf-8') as json_file: @@ -113,18 +117,6 @@ n_a = "--" # default value if a stat is NULL # Each stat type is going to be separated into its own json file -# Function to handle file opening or creation -def open_or_create_json(file_path, default_data): - try: - with open(file_path, 'r') as file: - data = json.load(file) - except FileNotFoundError: - # Create the file if it doesn't exist - with open(file_path, 'w') as file: - json.dump(default_data, file) - data = default_data - return data - default_data = [] # Open or create each JSON file and initialize data @@ -182,7 +174,7 @@ def open_or_create_json(file_path, default_data): num_attempts = i try: fp_player_stats, fp_player_id, fp_team_name, fp_points, fp_rebounds, fp_assists, fp_ftm, fp_points_rebounds, fp_points_assists, fp_points_rebounds_assists = get_player_stats( - player_name) + player_name, current_season_year) # making the recommendations on points recommendation_pts = predict(points, fp_points, n_a) @@ -241,6 +233,7 @@ def open_or_create_json(file_path, default_data): points_data.append({ player_name: { "general": { + "player_id": fp_player_id, "team_name": team_name, "team_market": team_city_state, "picture_link": photo_link, @@ -261,6 +254,7 @@ def open_or_create_json(file_path, default_data): assists_data.append({ player_name: { "general": { + "player_id": fp_player_id, "team_name": team_name, "team_market": team_city_state, "picture_link": photo_link, @@ -281,6 +275,7 @@ def open_or_create_json(file_path, default_data): rebounds_data.append({ player_name: { "general": { + "player_id": fp_player_id, "team_name": team_name, "team_market": team_city_state, "picture_link": photo_link, @@ -301,6 +296,7 @@ def open_or_create_json(file_path, default_data): points_assists_data.append({ player_name: { "general": { + "player_id": fp_player_id, "team_name": team_name, "team_market": team_city_state, "picture_link": photo_link, @@ -321,6 +317,7 @@ def open_or_create_json(file_path, default_data): points_rebounds_data.append({ player_name: { "general": { + "player_id": fp_player_id, "team_name": team_name, "team_market": team_city_state, "picture_link": photo_link, @@ -341,6 +338,7 @@ def open_or_create_json(file_path, default_data): points_assists_rebounds_data.append({ player_name: { "general": { + "player_id": fp_player_id, "team_name": team_name, "team_market": team_city_state, "picture_link": photo_link, diff --git a/utils/current_player_stats.py b/utils/current_player_stats.py index f4a34b1..f229c93 100644 --- a/utils/current_player_stats.py +++ b/utils/current_player_stats.py @@ -8,7 +8,7 @@ import json import requests -def get_player_stats(player_name): +def get_player_stats(player_name, current_season_year): # API endpoint for player search player_search_url = "https://www.balldontlie.io/api/v1/players?search=" + player_name @@ -19,7 +19,7 @@ def get_player_stats(player_name): fp_team_name = player_data['data'][0]['team']['full_name'] # API endpoint for player stats - player_stats_url = "https://www.balldontlie.io/api/v1/season_averages?season=2022&player_ids[]=" + str(fp_player_id) + player_stats_url = f"https://www.balldontlie.io/api/v1/season_averages?season={current_season_year}&player_ids[]=" + str(fp_player_id) # Retrieve player stats response = requests.get(player_stats_url) diff --git a/utils/json_functions.py b/utils/json_functions.py new file mode 100644 index 0000000..10ba824 --- /dev/null +++ b/utils/json_functions.py @@ -0,0 +1,21 @@ +import os +import json + +def wipe_json_files(folder_path): + for filename in os.listdir(folder_path): + if filename.endswith('.json'): + file_path = os.path.join(folder_path, filename) + with open(file_path, 'w') as file: + json.dump([], file) + +# Function to handle file opening or creation +def open_or_create_json(file_path, default_data): + try: + with open(file_path, 'r') as file: + data = json.load(file) + except FileNotFoundError: + # Create the file if it doesn't exist + with open(file_path, 'w') as file: + json.dump(default_data, file) + data = default_data + return data \ No newline at end of file