huncholaneAn AI project that includes a scraper for NFL data, postgres database, and user interface. It uses a classification algorithm to predict winners.
added docker
huncholane6 files changed, +1438 -182
+0-1__scores.har
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+7-0docker-compose.yml
| @@ -0,0 +1,7 @@ | ||
| 1 | +services: | |
| 2 | + postgres: | |
| 3 | + image: postgres:16-alpine | |
| 4 | + ports: | |
| 5 | + - ${POSTGRES_PORT}:5432 | |
| 6 | + env_file: | |
| 7 | + - .env |
+1-0nfl_client/__init__.py
| @@ -0,0 +1 @@ | ||
| 1 | +from .nfl_client import NFLClient |
+199-0nfl_client/nfl_client.py
| @@ -0,0 +1,199 @@ | ||
| 1 | + | |
| 2 | +import time | |
| 3 | +from browsermobproxy import Server | |
| 4 | +from selenium import webdriver | |
| 5 | +from pathlib import Path | |
| 6 | +import json | |
| 7 | +import requests | |
| 8 | +import os | |
| 9 | + | |
| 10 | +class NFLClient(): | |
| 11 | + """ | |
| 12 | + ## Manages access to the internal nfl.com api | |
| 13 | + | |
| 14 | + ### Global Variables | |
| 15 | + * `BMP_PATH` - Path to browsermob-proxy | |
| 16 | + * `AUTH_PATH` - Path to auth file | |
| 17 | + * `AUTH_ENDPOINT` - Endpoint used to get auth token | |
| 18 | + * `API_ROOT` - Root for nfl.com api endpoints | |
| 19 | + * `HAR_DIR` - Storage directory for har files | |
| 20 | + * `URL_JSON_PATH` - Path for json list of found api endpoints | |
| 21 | + * `TOKEN_EXPIRE_RATE` - How many seconds to download a new auth token | |
| 22 | + * `TOKEN_AUTH_TIMEOUT` - Timeout when searching har file for Authorization | |
| 23 | + | |
| 24 | + ### Class Variables | |
| 25 | + * `har` - The current har in json | |
| 26 | + * `har_path` - Where to store the current har | |
| 27 | + * `server` - The browsermob server | |
| 28 | + * `proxy` - The browsermob proxy | |
| 29 | + * `driver` - The selenium driver | |
| 30 | + * `auth_token` - The current auth token | |
| 31 | + * `last_auth_download_time` - When the current auth token was downloaded | |
| 32 | + * `headers` - Headers sent through requests | |
| 33 | + | |
| 34 | + ### Notes | |
| 35 | + * HAR stands for HTTP Access Requests. This is like the network tab on Chrome inspector. | |
| 36 | + """ | |
| 37 | + BMP_PATH = os.path.abspath('browsermob-proxy-2.1.4/bin/browsermob-proxy.bat') | |
| 38 | + AUTH_PATH = Path('auth.json') | |
| 39 | + AUTH_ENDPOINT = 'https://nfl.com/scores' | |
| 40 | + API_ROOT = 'https://api.nfl.com' | |
| 41 | + HAR_DIR = Path('nfl_client_data/har_files') | |
| 42 | + URL_JSON_PATH = Path('nfl_client_data/urls.json') | |
| 43 | + TOKEN_EXPIRE_RATE = 60*60 | |
| 44 | + TOKEN_AUTH_TIMEOUT = 10 | |
| 45 | + | |
| 46 | + # Har download variables | |
| 47 | + har = {} | |
| 48 | + har_path = None | |
| 49 | + server = None | |
| 50 | + proxy = None | |
| 51 | + driver = None | |
| 52 | + | |
| 53 | + # Auth variables | |
| 54 | + auth_token = None | |
| 55 | + last_auth_download_time = 0 | |
| 56 | + headers = {} | |
| 57 | + | |
| 58 | + def __init__(self): | |
| 59 | + os.makedirs(self.HAR_DIR, exist_ok=True) | |
| 60 | + | |
| 61 | + def load_auth_token(self): | |
| 62 | + """Loads the auth token into the client.""" | |
| 63 | + if os.path.exists(self.AUTH_PATH): | |
| 64 | + with open(self.AUTH_PATH, 'r') as f: | |
| 65 | + auth_json = json.load(f) | |
| 66 | + self.auth_token = auth_json['token'] | |
| 67 | + self.last_auth_download_time = auth_json['time'] | |
| 68 | + if self.last_auth_download_time < time.time()-self.TOKEN_EXPIRE_RATE or not self.auth_token: | |
| 69 | + self.download_auth_token() | |
| 70 | + | |
| 71 | + def prep_proxy(self, endpoint=None): | |
| 72 | + """Prepares the driver and proxy to get the har""" | |
| 73 | + endpoint = endpoint or self.AUTH_ENDPOINT | |
| 74 | + # Start BrowserMob Proxy | |
| 75 | + self.server = Server(self.BMP_PATH) | |
| 76 | + self.server.start() | |
| 77 | + self.proxy = self.server.create_proxy() | |
| 78 | + | |
| 79 | + # Configure Chrome with the proxy | |
| 80 | + chrome_options = webdriver.ChromeOptions() | |
| 81 | + chrome_options.add_argument(f'--proxy-server={self.proxy.proxy}') | |
| 82 | + chrome_options.add_argument('--ignore-certificate-errors') | |
| 83 | + chrome_options.add_argument('--headless') | |
| 84 | + self.driver = webdriver.Chrome(options=chrome_options) | |
| 85 | + # Navigate to the website | |
| 86 | + self.driver.get(endpoint) | |
| 87 | + self.driver.implicitly_wait(10) | |
| 88 | + | |
| 89 | + # Start capturing network traffic | |
| 90 | + self.proxy.new_har(f"nfl{time.time()}", options={'captureHeaders': True}) | |
| 91 | + | |
| 92 | + # Create the path for storing har data | |
| 93 | + try: | |
| 94 | + raw_path = endpoint.split('.com')[1] | |
| 95 | + raw_path = raw_path.split('?')[0] | |
| 96 | + str_path = raw_path.replace('/', '__') | |
| 97 | + except: | |
| 98 | + str_path = 'nfl' | |
| 99 | + self.har_path = self.HAR_DIR/Path(str_path+'.har') | |
| 100 | + | |
| 101 | + def close_proxy(self): | |
| 102 | + """Closes the driver and proxy""" | |
| 103 | + self.server.stop() | |
| 104 | + self.driver.quit() | |
| 105 | + | |
| 106 | + def wait_for_auth_token(self): | |
| 107 | + """Downloads the auth token using the scores page of nfl.com""" | |
| 108 | + # Wait for the header with the name "Authorization" | |
| 109 | + def get_auth_token(): | |
| 110 | + start_time = time.time() | |
| 111 | + while time.time() - start_time < self.TOKEN_AUTH_TIMEOUT: | |
| 112 | + self.har = self.proxy.har | |
| 113 | + for entry in self.har['log']['entries']: | |
| 114 | + request_headers = entry['request']['headers'] | |
| 115 | + for header in request_headers: | |
| 116 | + if header['name'] == 'Authorization': | |
| 117 | + return header['value'] | |
| 118 | + time.sleep(1) | |
| 119 | + return None | |
| 120 | + self.auth_token = get_auth_token() | |
| 121 | + | |
| 122 | + def store_auth_token(self): | |
| 123 | + """Stores the current auth token""" | |
| 124 | + # Store the auth token | |
| 125 | + self.time = time.time() | |
| 126 | + auth_json = { | |
| 127 | + 'time': self.time, | |
| 128 | + 'token': self.auth_token | |
| 129 | + } | |
| 130 | + with open(self.AUTH_PATH, 'w') as f: | |
| 131 | + json.dump(auth_json, f) | |
| 132 | + | |
| 133 | + def store_har(self): | |
| 134 | + """Stores the current har""" | |
| 135 | + # Store the har data | |
| 136 | + with open(self.har_path, 'w') as f: | |
| 137 | + json.dump(self.har, f) | |
| 138 | + | |
| 139 | + def download_auth_token(self, store_har=False): | |
| 140 | + """Downloads the auth token""" | |
| 141 | + self.prep_proxy() | |
| 142 | + self.wait_for_auth_token() | |
| 143 | + self.store_auth_token() | |
| 144 | + if store_har: | |
| 145 | + self.store_har() | |
| 146 | + | |
| 147 | + def download_endpoints(self, endpoint=None): | |
| 148 | + """Downloads the endpoints found in har, stores json, updates readme, updates Mixin for the class""" | |
| 149 | + if not endpoint: | |
| 150 | + endpoint = self.AUTH_ENDPOINT | |
| 151 | + self.prep_proxy(endpoint) | |
| 152 | + time.sleep(20) | |
| 153 | + self.har = self.proxy.har | |
| 154 | + self.wait_for_auth_token() | |
| 155 | + self.store_auth_token() | |
| 156 | + self.store_har() | |
| 157 | + self.close_proxy() | |
| 158 | + | |
| 159 | + # Gather the list of endpoints | |
| 160 | + url_list = [] | |
| 161 | + for entry in self.har['log']['entries']: | |
| 162 | + request = entry['request'] | |
| 163 | + raw_url = request['url'] | |
| 164 | + if self.API_ROOT in raw_url: | |
| 165 | + print(raw_url) | |
| 166 | + url_split = raw_url.split('?') | |
| 167 | + full_url = url_split[0] | |
| 168 | + new_endpoint = '' | |
| 169 | + base_split = full_url.split('.com') | |
| 170 | + if len(base_split) > 1: | |
| 171 | + new_endpoint = base_split[1] | |
| 172 | + param_list = [] | |
| 173 | + if len(url_split) > 1: | |
| 174 | + param_split = url_split[1].split('&') | |
| 175 | + for param in param_split: | |
| 176 | + param, val = param.split('=') | |
| 177 | + param_list.append({ | |
| 178 | + 'param': param, | |
| 179 | + 'val': val | |
| 180 | + }) | |
| 181 | + url_list.append({ | |
| 182 | + 'raw_url': raw_url, | |
| 183 | + 'endpoint': new_endpoint, | |
| 184 | + 'params': param_list | |
| 185 | + }) | |
| 186 | + | |
| 187 | + # Store the url list json | |
| 188 | + with open(self.URL_JSON_PATH, 'w') as f: | |
| 189 | + json.dump(url_list, f) | |
| 190 | + | |
| 191 | + def request(self, endpoint) -> dict: | |
| 192 | + """Request an endpoint""" | |
| 193 | + self.load_auth_token() | |
| 194 | + try: | |
| 195 | + return requests.get(endpoint, headers=self.headers) | |
| 196 | + except Exception as e: | |
| 197 | + return { | |
| 198 | + 'error': e | |
| 199 | + } |
+1015-0nfl_client_data/urls.json
| @@ -0,0 +1,1015 @@ | ||
| 1 | +[ | |
| 2 | + { | |
| 3 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 4 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 5 | + "params": [] | |
| 6 | + }, | |
| 7 | + { | |
| 8 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 9 | + "endpoint": "/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 10 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 11 | + }, | |
| 12 | + { | |
| 13 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 14 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 15 | + "params": [] | |
| 16 | + }, | |
| 17 | + { | |
| 18 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 19 | + "endpoint": "/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 20 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 21 | + }, | |
| 22 | + { | |
| 23 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 24 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 25 | + "params": [] | |
| 26 | + }, | |
| 27 | + { | |
| 28 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 29 | + "endpoint": "/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 30 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 31 | + }, | |
| 32 | + { | |
| 33 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 34 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 35 | + "params": [] | |
| 36 | + }, | |
| 37 | + { | |
| 38 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 39 | + "endpoint": "/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 40 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 41 | + }, | |
| 42 | + { | |
| 43 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 44 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 45 | + "params": [] | |
| 46 | + }, | |
| 47 | + { | |
| 48 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 49 | + "endpoint": "/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 50 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 51 | + }, | |
| 52 | + { | |
| 53 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 54 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 55 | + "params": [] | |
| 56 | + }, | |
| 57 | + { | |
| 58 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 59 | + "endpoint": "/content/v1/videos/replays", | |
| 60 | + "params": [ | |
| 61 | + { "param": "gameId", "val": "b07ec866-f053-11ed-b4a7-bab79e4492fa" } | |
| 62 | + ] | |
| 63 | + }, | |
| 64 | + { | |
| 65 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 66 | + "endpoint": "/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 67 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 68 | + }, | |
| 69 | + { | |
| 70 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 71 | + "endpoint": "/content/v1/videos/replays", | |
| 72 | + "params": [ | |
| 73 | + { "param": "gameId", "val": "b07eb9ec-f053-11ed-b4a7-bab79e4492fa" } | |
| 74 | + ] | |
| 75 | + }, | |
| 76 | + { | |
| 77 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 78 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 79 | + "params": [] | |
| 80 | + }, | |
| 81 | + { | |
| 82 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 83 | + "endpoint": "/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 84 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 85 | + }, | |
| 86 | + { | |
| 87 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 88 | + "endpoint": "/content/v1/videos/replays", | |
| 89 | + "params": [ | |
| 90 | + { "param": "gameId", "val": "b07eccd5-f053-11ed-b4a7-bab79e4492fa" } | |
| 91 | + ] | |
| 92 | + }, | |
| 93 | + { | |
| 94 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 95 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 96 | + "params": [] | |
| 97 | + }, | |
| 98 | + { | |
| 99 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 100 | + "endpoint": "/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 101 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 102 | + }, | |
| 103 | + { | |
| 104 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 105 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 106 | + "params": [] | |
| 107 | + }, | |
| 108 | + { | |
| 109 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 110 | + "endpoint": "/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 111 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 112 | + }, | |
| 113 | + { | |
| 114 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 115 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 116 | + "params": [] | |
| 117 | + }, | |
| 118 | + { | |
| 119 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 120 | + "endpoint": "/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 121 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 122 | + }, | |
| 123 | + { | |
| 124 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 125 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 126 | + "params": [] | |
| 127 | + }, | |
| 128 | + { | |
| 129 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 130 | + "endpoint": "/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 131 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 132 | + }, | |
| 133 | + { | |
| 134 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 135 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 136 | + "params": [] | |
| 137 | + }, | |
| 138 | + { | |
| 139 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 140 | + "endpoint": "/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 141 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 142 | + }, | |
| 143 | + { | |
| 144 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 145 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 146 | + "params": [] | |
| 147 | + }, | |
| 148 | + { | |
| 149 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 150 | + "endpoint": "/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 151 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 152 | + }, | |
| 153 | + { | |
| 154 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 155 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 156 | + "params": [] | |
| 157 | + }, | |
| 158 | + { | |
| 159 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 160 | + "endpoint": "/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 161 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 162 | + }, | |
| 163 | + { | |
| 164 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 165 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 166 | + "params": [] | |
| 167 | + }, | |
| 168 | + { | |
| 169 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 170 | + "endpoint": "/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 171 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 172 | + }, | |
| 173 | + { | |
| 174 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 175 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 176 | + "params": [] | |
| 177 | + }, | |
| 178 | + { | |
| 179 | + "raw_url": "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 180 | + "endpoint": "/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 181 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 182 | + }, | |
| 183 | + { | |
| 184 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 185 | + "endpoint": "/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 186 | + "params": [] | |
| 187 | + }, | |
| 188 | + { | |
| 189 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 190 | + "endpoint": "/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 191 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 192 | + }, | |
| 193 | + { | |
| 194 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 195 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 196 | + "params": [] | |
| 197 | + }, | |
| 198 | + { | |
| 199 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 200 | + "endpoint": "/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 201 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 202 | + }, | |
| 203 | + { | |
| 204 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 205 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 206 | + "params": [] | |
| 207 | + }, | |
| 208 | + { | |
| 209 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 210 | + "endpoint": "/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 211 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 212 | + }, | |
| 213 | + { | |
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| 778 | + }, | |
| 779 | + { | |
| 780 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 781 | + "endpoint": "/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa", | |
| 782 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 783 | + }, | |
| 784 | + { | |
| 785 | + "raw_url": "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 786 | + "endpoint": "/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa", | |
| 787 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 788 | + }, | |
| 789 | + { | |
| 790 | + "raw_url": "https://api.nfl.com/content/v1/videos?clipType=Preview&season=2023&seasonType=REG&week=9&sort=contentDate%3Adesc", | |
| 791 | + "endpoint": "/content/v1/videos", | |
| 792 | + "params": [ | |
| 793 | + { "param": "clipType", "val": "Preview" }, | |
| 794 | + { "param": "season", "val": "2023" }, | |
| 795 | + { "param": "seasonType", "val": "REG" }, | |
| 796 | + { "param": "week", "val": "9" }, | |
| 797 | + { "param": "sort", "val": "contentDate%3Adesc" } | |
| 798 | + ] | |
| 799 | + }, | |
| 800 | + { | |
| 801 | + "raw_url": "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa", | |
| 802 | + "endpoint": "/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa", | |
| 803 | + "params": [] | |
| 804 | + }, | |
| 805 | + { | |
| 806 | + "raw_url": "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true", | |
| 807 | + "endpoint": "/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa", | |
| 808 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 809 | + }, | |
| 810 | + { | |
| 811 | + "raw_url": "https://api.nfl.com/content/v1/videos?clipType=Preview&season=2023&seasonType=REG&week=9&sort=contentDate%3Adesc", | |
| 812 | + "endpoint": "/content/v1/videos", | |
| 813 | + "params": [ | |
| 814 | + { "param": "clipType", "val": "Preview" }, | |
| 815 | + { "param": "season", "val": "2023" }, | |
| 816 | + { "param": "seasonType", "val": "REG" }, | |
| 817 | + { "param": "week", "val": "9" }, | |
| 818 | + { "param": "sort", "val": "contentDate%3Adesc" } | |
| 819 | + ] | |
| 820 | + }, | |
| 821 | + { | |
| 822 | + "raw_url": "https://api.nfl.com/football/v2/games/season/2023/seasonType/REG/week/10?withExternalIds=true", | |
| 823 | + "endpoint": "/football/v2/games/season/2023/seasonType/REG/week/10", | |
| 824 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 825 | + }, | |
| 826 | + { | |
| 827 | + "raw_url": "https://api.nfl.com/football/v2/games/season/2023/seasonType/REG/week/10?withExternalIds=true", | |
| 828 | + "endpoint": "/football/v2/games/season/2023/seasonType/REG/week/10", | |
| 829 | + "params": [{ "param": "withExternalIds", "val": "true" }] | |
| 830 | + }, | |
| 831 | + { | |
| 832 | + "raw_url": "https://api.nfl.com/football/v2/standings?seasonType=REG&week=8&season=2023&limit=100", | |
| 833 | + "endpoint": "/football/v2/standings", | |
| 834 | + "params": [ | |
| 835 | + { "param": "seasonType", "val": "REG" }, | |
| 836 | + { "param": "week", "val": "8" }, | |
| 837 | + { "param": "season", "val": "2023" }, | |
| 838 | + { "param": "limit", "val": "100" } | |
| 839 | + ] | |
| 840 | + }, | |
| 841 | + { | |
| 842 | + "raw_url": "https://api.nfl.com/football/v2/standings?seasonType=REG&week=8&season=2023&limit=100", | |
| 843 | + "endpoint": "/football/v2/standings", | |
| 844 | + "params": [ | |
| 845 | + { "param": "seasonType", "val": "REG" }, | |
| 846 | + { "param": "week", "val": "8" }, | |
| 847 | + { "param": "season", "val": "2023" }, | |
| 848 | + { "param": "limit", "val": "100" } | |
| 849 | + ] | |
| 850 | + }, | |
| 851 | + { | |
| 852 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eaa67-f053-11ed-b4a7-bab79e4492fa", | |
| 853 | + "endpoint": "/content/v1/videos/replays", | |
| 854 | + "params": [ | |
| 855 | + { "param": "gameId", "val": "b07eaa67-f053-11ed-b4a7-bab79e4492fa" } | |
| 856 | + ] | |
| 857 | + }, | |
| 858 | + { | |
| 859 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eaef2-f053-11ed-b4a7-bab79e4492fa", | |
| 860 | + "endpoint": "/content/v1/videos/replays", | |
| 861 | + "params": [ | |
| 862 | + { "param": "gameId", "val": "b07eaef2-f053-11ed-b4a7-bab79e4492fa" } | |
| 863 | + ] | |
| 864 | + }, | |
| 865 | + { | |
| 866 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eb396-f053-11ed-b4a7-bab79e4492fa", | |
| 867 | + "endpoint": "/content/v1/videos/replays", | |
| 868 | + "params": [ | |
| 869 | + { "param": "gameId", "val": "b07eb396-f053-11ed-b4a7-bab79e4492fa" } | |
| 870 | + ] | |
| 871 | + }, | |
| 872 | + { | |
| 873 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eb9ec-f053-11ed-b4a7-bab79e4492fa", | |
| 874 | + "endpoint": "/content/v1/videos/replays", | |
| 875 | + "params": [ | |
| 876 | + { "param": "gameId", "val": "b07eb9ec-f053-11ed-b4a7-bab79e4492fa" } | |
| 877 | + ] | |
| 878 | + }, | |
| 879 | + { | |
| 880 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ebf16-f053-11ed-b4a7-bab79e4492fa", | |
| 881 | + "endpoint": "/content/v1/videos/replays", | |
| 882 | + "params": [ | |
| 883 | + { "param": "gameId", "val": "b07ebf16-f053-11ed-b4a7-bab79e4492fa" } | |
| 884 | + ] | |
| 885 | + }, | |
| 886 | + { | |
| 887 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec38f-f053-11ed-b4a7-bab79e4492fa", | |
| 888 | + "endpoint": "/content/v1/videos/replays", | |
| 889 | + "params": [ | |
| 890 | + { "param": "gameId", "val": "b07ec38f-f053-11ed-b4a7-bab79e4492fa" } | |
| 891 | + ] | |
| 892 | + }, | |
| 893 | + { | |
| 894 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec866-f053-11ed-b4a7-bab79e4492fa", | |
| 895 | + "endpoint": "/content/v1/videos/replays", | |
| 896 | + "params": [ | |
| 897 | + { "param": "gameId", "val": "b07ec866-f053-11ed-b4a7-bab79e4492fa" } | |
| 898 | + ] | |
| 899 | + }, | |
| 900 | + { | |
| 901 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07eccd5-f053-11ed-b4a7-bab79e4492fa", | |
| 902 | + "endpoint": "/content/v1/videos/replays", | |
| 903 | + "params": [ | |
| 904 | + { "param": "gameId", "val": "b07eccd5-f053-11ed-b4a7-bab79e4492fa" } | |
| 905 | + ] | |
| 906 | + }, | |
| 907 | + { | |
| 908 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ed134-f053-11ed-b4a7-bab79e4492fa", | |
| 909 | + "endpoint": "/content/v1/videos/replays", | |
| 910 | + "params": [ | |
| 911 | + { "param": "gameId", "val": "b07ed134-f053-11ed-b4a7-bab79e4492fa" } | |
| 912 | + ] | |
| 913 | + }, | |
| 914 | + { | |
| 915 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ed7da-f053-11ed-b4a7-bab79e4492fa", | |
| 916 | + "endpoint": "/content/v1/videos/replays", | |
| 917 | + "params": [ | |
| 918 | + { "param": "gameId", "val": "b07ed7da-f053-11ed-b4a7-bab79e4492fa" } | |
| 919 | + ] | |
| 920 | + }, | |
| 921 | + { | |
| 922 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07edc7f-f053-11ed-b4a7-bab79e4492fa", | |
| 923 | + "endpoint": "/content/v1/videos/replays", | |
| 924 | + "params": [ | |
| 925 | + { "param": "gameId", "val": "b07edc7f-f053-11ed-b4a7-bab79e4492fa" } | |
| 926 | + ] | |
| 927 | + }, | |
| 928 | + { | |
| 929 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ee104-f053-11ed-b4a7-bab79e4492fa", | |
| 930 | + "endpoint": "/content/v1/videos/replays", | |
| 931 | + "params": [ | |
| 932 | + { "param": "gameId", "val": "b07ee104-f053-11ed-b4a7-bab79e4492fa" } | |
| 933 | + ] | |
| 934 | + }, | |
| 935 | + { | |
| 936 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ee5cd-f053-11ed-b4a7-bab79e4492fa", | |
| 937 | + "endpoint": "/content/v1/videos/replays", | |
| 938 | + "params": [ | |
| 939 | + { "param": "gameId", "val": "b07ee5cd-f053-11ed-b4a7-bab79e4492fa" } | |
| 940 | + ] | |
| 941 | + }, | |
| 942 | + { | |
| 943 | + "raw_url": "https://api.nfl.com/content/v1/videos/replays?gameId=b07ea540-f053-11ed-b4a7-bab79e4492fa", | |
| 944 | + "endpoint": "/content/v1/videos/replays", | |
| 945 | + "params": [ | |
| 946 | + { "param": "gameId", "val": "b07ea540-f053-11ed-b4a7-bab79e4492fa" } | |
| 947 | + ] | |
| 948 | + }, | |
| 949 | + { | |
| 950 | + "raw_url": "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%22a2d4a910-4a59-447b-abde-dd969693e784%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7BbuyTicketsDefault%7Btext%2Curl%7D%2CbuyTicketsProBowl%7Btext%2Curl%7D%2CbuyTicketsSuperBowl%7Btext%2Curl%7D%2CrewatchCTA%7Btext%2Curl%7D%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22ScoresPage%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D", | |
| 951 | + "endpoint": "/fe-store/instances", | |
| 952 | + "params": [ | |
| 953 | + { | |
| 954 | + "param": "query", | |
| 955 | + "val": "query%7Bviewer%7Binstances(ids%3A%5B%22a2d4a910-4a59-447b-abde-dd969693e784%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7BbuyTicketsDefault%7Btext%2Curl%7D%2CbuyTicketsProBowl%7Btext%2Curl%7D%2CbuyTicketsSuperBowl%7Btext%2Curl%7D%2CrewatchCTA%7Btext%2Curl%7D%7D%7D%7D%7D%7D" | |
| 956 | + }, | |
| 957 | + { | |
| 958 | + "param": "variables", | |
| 959 | + "val": "%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22ScoresPage%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D" | |
| 960 | + } | |
| 961 | + ] | |
| 962 | + }, | |
| 963 | + { | |
| 964 | + "raw_url": "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%2248ca44cb-212e-4dfd-a277-1d40f26b0ed1%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7Bname%2Citems%7Bid%2Cname%2Cimage%7Bid%2Csrc%2Cname%2Calt%7D%2Clinks%7Bid%2Curl%2Cname%2Ctext%7D%2Csummary%2Ctitle%2Ccategory%7D%2Ctitle%2Ctype%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22CardList%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D", | |
| 965 | + "endpoint": "/fe-store/instances", | |
| 966 | + "params": [ | |
| 967 | + { | |
| 968 | + "param": "query", | |
| 969 | + "val": "query%7Bviewer%7Binstances(ids%3A%5B%2248ca44cb-212e-4dfd-a277-1d40f26b0ed1%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7Bname%2Citems%7Bid%2Cname%2Cimage%7Bid%2Csrc%2Cname%2Calt%7D%2Clinks%7Bid%2Curl%2Cname%2Ctext%7D%2Csummary%2Ctitle%2Ccategory%7D%2Ctitle%2Ctype%7D%7D%7D%7D%7D" | |
| 970 | + }, | |
| 971 | + { | |
| 972 | + "param": "variables", | |
| 973 | + "val": "%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22CardList%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D" | |
| 974 | + } | |
| 975 | + ] | |
| 976 | + }, | |
| 977 | + { | |
| 978 | + "raw_url": "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%22a2d4a910-4a59-447b-abde-dd969693e784%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7BbuyTicketsDefault%7Btext%2Curl%7D%2CbuyTicketsProBowl%7Btext%2Curl%7D%2CbuyTicketsSuperBowl%7Btext%2Curl%7D%2CrewatchCTA%7Btext%2Curl%7D%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22ScoresPage%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D", | |
| 979 | + "endpoint": "/fe-store/instances", | |
| 980 | + "params": [ | |
| 981 | + { | |
| 982 | + "param": "query", | |
| 983 | + "val": "query%7Bviewer%7Binstances(ids%3A%5B%22a2d4a910-4a59-447b-abde-dd969693e784%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7BbuyTicketsDefault%7Btext%2Curl%7D%2CbuyTicketsProBowl%7Btext%2Curl%7D%2CbuyTicketsSuperBowl%7Btext%2Curl%7D%2CrewatchCTA%7Btext%2Curl%7D%7D%7D%7D%7D%7D" | |
| 984 | + }, | |
| 985 | + { | |
| 986 | + "param": "variables", | |
| 987 | + "val": "%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22ScoresPage%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D" | |
| 988 | + } | |
| 989 | + ] | |
| 990 | + }, | |
| 991 | + { | |
| 992 | + "raw_url": "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%2248ca44cb-212e-4dfd-a277-1d40f26b0ed1%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7Bname%2Citems%7Bid%2Cname%2Cimage%7Bid%2Csrc%2Cname%2Calt%7D%2Clinks%7Bid%2Curl%2Cname%2Ctext%7D%2Csummary%2Ctitle%2Ccategory%7D%2Ctitle%2Ctype%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22CardList%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D", | |
| 993 | + "endpoint": "/fe-store/instances", | |
| 994 | + "params": [ | |
| 995 | + { | |
| 996 | + "param": "query", | |
| 997 | + "val": "query%7Bviewer%7Binstances(ids%3A%5B%2248ca44cb-212e-4dfd-a277-1d40f26b0ed1%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7Bname%2Citems%7Bid%2Cname%2Cimage%7Bid%2Csrc%2Cname%2Calt%7D%2Clinks%7Bid%2Curl%2Cname%2Ctext%7D%2Csummary%2Ctitle%2Ccategory%7D%2Ctitle%2Ctype%7D%7D%7D%7D%7D" | |
| 998 | + }, | |
| 999 | + { | |
| 1000 | + "param": "variables", | |
| 1001 | + "val": "%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22CardList%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D" | |
| 1002 | + } | |
| 1003 | + ] | |
| 1004 | + }, | |
| 1005 | + { | |
| 1006 | + "raw_url": "https://api.nfl.com/play/v1/asset/L5P64hq7cI6KLFiWM_XVSA", | |
| 1007 | + "endpoint": "/play/v1/asset/L5P64hq7cI6KLFiWM_XVSA", | |
| 1008 | + "params": [] | |
| 1009 | + }, | |
| 1010 | + { | |
| 1011 | + "raw_url": "https://api.nfl.com/play/v1/asset/L5P64hq7cI6KLFiWM_XVSA", | |
| 1012 | + "endpoint": "/play/v1/asset/L5P64hq7cI6KLFiWM_XVSA", | |
| 1013 | + "params": [] | |
| 1014 | + } | |
| 1015 | +] |
+216-181notes.ipynb
| @@ -87,208 +87,243 @@ | ||
| 87 | 87 | }, |
| 88 | 88 | { |
| 89 | 89 | "cell_type": "code", |
| 90 | - "execution_count": 8, | |
| 90 | + "execution_count": 1, | |
| 91 | 91 | "metadata": {}, |
| 92 | 92 | "outputs": [], |
| 93 | 93 | "source": [ |
| 94 | - "import time\n", | |
| 95 | - "from browsermobproxy import Server\n", | |
| 96 | - "from selenium import webdriver\n", | |
| 97 | - "from pathlib import Path\n", | |
| 98 | - "import json\n", | |
| 99 | - "import requests\n", | |
| 100 | - "import os\n", | |
| 101 | - "\n", | |
| 102 | - "class NFLClient():\n", | |
| 103 | - " \"\"\"Manages access to the nfl.com api\"\"\"\n", | |
| 104 | - " BMP_PATH = os.path.abspath('browsermob-proxy-2.1.4/bin/browsermob-proxy.bat')\n", | |
| 105 | - " AUTH_PATH = Path('auth.json')\n", | |
| 106 | - " AUTH_ENDPOINT = 'https://nfl.com/scores'\n", | |
| 107 | - " API_ROOT = 'https://api.nfl.com'\n", | |
| 108 | - " HAR_DIR = Path('nfl_client_data/har_files')\n", | |
| 109 | - " URL_JSON_PATH = Path('nfl_client_data/urls.json')\n", | |
| 110 | - " TOKEN_EXPIRE_RATE = 60*60\n", | |
| 111 | - " TOKEN_AUTH_TIMEOUT = 60\n", | |
| 112 | - "\n", | |
| 113 | - " # Har download variables\n", | |
| 114 | - " har = {}\n", | |
| 115 | - " har_path = None\n", | |
| 116 | - " server = None\n", | |
| 117 | - " proxy = None\n", | |
| 118 | - " driver = None\n", | |
| 119 | - "\n", | |
| 120 | - " # Auth variables\n", | |
| 121 | - " auth_token = None\n", | |
| 122 | - " last_auth_download_time = 0\n", | |
| 123 | - " headers = {}\n", | |
| 124 | - "\n", | |
| 125 | - " def __init__(self):\n", | |
| 126 | - " os.makedirs(self.HAR_DIR, exist_ok=True)\n", | |
| 127 | - "\n", | |
| 128 | - " def load_auth_token(self):\n", | |
| 129 | - " \"\"\"Loads the auth token into the client.\"\"\"\n", | |
| 130 | - " if os.path.exists(self.AUTH_PATH):\n", | |
| 131 | - " with open(self.AUTH_PATH, 'r') as f:\n", | |
| 132 | - " auth_json = json.load(f)\n", | |
| 133 | - " self.auth_token = auth_json['token']\n", | |
| 134 | - " self.last_auth_download_time = auth_json['time']\n", | |
| 135 | - " if self.last_auth_download_time < time.time()-self.TOKEN_EXPIRE_RATE or not self.auth_token:\n", | |
| 136 | - " self.download_auth_token()\n", | |
| 137 | - "\n", | |
| 138 | - " def prep_proxy(self, endpoint=None):\n", | |
| 139 | - " \"\"\"Prepares the driver and proxy to get the har\"\"\"\n", | |
| 140 | - " if not endpoint:\n", | |
| 141 | - " endpoint = self.AUTH_ENDPOINT\n", | |
| 142 | - " # Start BrowserMob Proxy\n", | |
| 143 | - " self.server = Server(self.BMP_PATH)\n", | |
| 144 | - " self.server.start()\n", | |
| 145 | - " self.proxy = self.server.create_proxy()\n", | |
| 146 | - "\n", | |
| 147 | - " # Configure Chrome with the proxy\n", | |
| 148 | - " chrome_options = webdriver.ChromeOptions()\n", | |
| 149 | - " chrome_options.add_argument(f'--proxy-server={self.proxy.proxy}')\n", | |
| 150 | - " chrome_options.add_argument('--ignore-certificate-errors')\n", | |
| 151 | - " chrome_options.add_argument('--headless')\n", | |
| 152 | - " self.driver = webdriver.Chrome(options=chrome_options)\n", | |
| 153 | - " # Navigate to the website\n", | |
| 154 | - " self.driver.get(endpoint)\n", | |
| 155 | - "\n", | |
| 156 | - " # Start capturing network traffic\n", | |
| 157 | - " self.proxy.new_har(\"nfl\", options={'captureHeaders': True})\n", | |
| 158 | - "\n", | |
| 159 | - " # Create the path for storing har data\n", | |
| 160 | - " try:\n", | |
| 161 | - " raw_path = endpoint.split('.com')[1]\n", | |
| 162 | - " raw_path = raw_path.split('?')[0]\n", | |
| 163 | - " str_path = raw_path.replace('/', '__')\n", | |
| 164 | - " except:\n", | |
| 165 | - " str_path = 'nfl'\n", | |
| 166 | - " self.har_path = Path(str_path+'.har')\n", | |
| 167 | - "\n", | |
| 168 | - " def close_proxy(self):\n", | |
| 169 | - " \"\"\"Closes the driver and proxy\"\"\"\n", | |
| 170 | - " self.server.stop()\n", | |
| 171 | - " self.driver.quit()\n", | |
| 172 | - "\n", | |
| 173 | - " def wait_for_auth_token(self):\n", | |
| 174 | - " \"\"\"Downloads the auth token using the scores page of nfl.com\"\"\"\n", | |
| 175 | - " # Wait for the header with the name \"Authorization\"\n", | |
| 176 | - " def get_auth_token():\n", | |
| 177 | - " start_time = time.time()\n", | |
| 178 | - " while time.time() - start_time < self.TOKEN_AUTH_TIMEOUT:\n", | |
| 179 | - " self.har = self.proxy.har\n", | |
| 180 | - " for entry in self.har['log']['entries']:\n", | |
| 181 | - " request_headers = entry['request']['headers']\n", | |
| 182 | - " for header in request_headers:\n", | |
| 183 | - " if header['name'] == 'Authorization':\n", | |
| 184 | - " return header['value']\n", | |
| 185 | - " time.sleep(1)\n", | |
| 186 | - " return None\n", | |
| 187 | - " self.auth_token = get_auth_token()\n", | |
| 188 | - "\n", | |
| 189 | - " def store_auth_token(self):\n", | |
| 190 | - " \"\"\"Stores the current auth token\"\"\"\n", | |
| 191 | - " # Store the auth token\n", | |
| 192 | - " self.time = time.time()\n", | |
| 193 | - " auth_json = {\n", | |
| 194 | - " 'time': self.time,\n", | |
| 195 | - " 'token': self.auth_token\n", | |
| 196 | - " }\n", | |
| 197 | - " with open(self.AUTH_PATH, 'w') as f:\n", | |
| 198 | - " json.dump(auth_json, f)\n", | |
| 199 | - "\n", | |
| 200 | - " def store_har(self):\n", | |
| 201 | - " \"\"\"Stores the current har\"\"\"\n", | |
| 202 | - " # Store the har as well\n", | |
| 203 | - " with open(self.har_path, 'w') as f:\n", | |
| 204 | - " json.dump(self.har, f)\n", | |
| 205 | - "\n", | |
| 206 | - " def download_auth_token(self):\n", | |
| 207 | - " \"\"\"Downloads the auth token\"\"\"\n", | |
| 208 | - " self.prep_proxy() \n", | |
| 209 | - " self.wait_for_auth_token()\n", | |
| 210 | - " self.store_auth_token()\n", | |
| 211 | - " self.store_har()\n", | |
| 212 | - "\n", | |
| 213 | - " def download_endpoints(self, endpoint=None):\n", | |
| 214 | - " \"\"\"Downloads the endpoints found in har, stores json, updates readme, updates Mixin for the class\"\"\"\n", | |
| 215 | - " if not self.har:\n", | |
| 216 | - " self.prep_proxy(endpoint)\n", | |
| 217 | - " self.wait_for_auth_token()\n", | |
| 218 | - " self.store_auth_token()\n", | |
| 219 | - " self.store_har()\n", | |
| 220 | - " self.close_proxy()\n", | |
| 221 | - "\n", | |
| 222 | - " # Gather the list of endpoints\n", | |
| 223 | - " url_list = []\n", | |
| 224 | - " for entry in self.har['log']['entries']:\n", | |
| 225 | - " request = entry['request']\n", | |
| 226 | - " raw_url = request['url']\n", | |
| 227 | - " if self.API_ROOT in raw_url:\n", | |
| 228 | - " url_split = raw_url.split('?')\n", | |
| 229 | - " full_url = url_split[0]\n", | |
| 230 | - " new_endpoint = ''\n", | |
| 231 | - " base_split = full_url.split('.com') \n", | |
| 232 | - " if len(base_split) > 1:\n", | |
| 233 | - " new_endpoint = base_split[1]\n", | |
| 234 | - " param_list = []\n", | |
| 235 | - " if len(url_split) > 1:\n", | |
| 236 | - " for param in url_split[1]:\n", | |
| 237 | - " param, val = param.split('=')\n", | |
| 238 | - " param_list.append({\n", | |
| 239 | - " 'param': param,\n", | |
| 240 | - " 'val': val\n", | |
| 241 | - " }) \n", | |
| 242 | - " url_list.append({\n", | |
| 243 | - " 'raw_url': raw_url,\n", | |
| 244 | - " 'endpoint': new_endpoint,\n", | |
| 245 | - " 'params': param_list\n", | |
| 246 | - " })\n", | |
| 247 | - "\n", | |
| 248 | - " # Store the url list json\n", | |
| 249 | - " with open(self.URL_JSON_PATH, 'w') as f:\n", | |
| 250 | - " json.dump(url_list, f)\n", | |
| 251 | - "\n", | |
| 252 | - " def request(self, endpoint) -> dict:\n", | |
| 253 | - " \"\"\"Request an endpoint\"\"\"\n", | |
| 254 | - " self.load_auth_token()\n", | |
| 255 | - " try:\n", | |
| 256 | - " return requests.get(endpoint, headers=self.headers)\n", | |
| 257 | - " except Exception as e:\n", | |
| 258 | - " return {\n", | |
| 259 | - " 'error': e\n", | |
| 260 | - " } " | |
| 94 | + "from nfl_client import NFLClient\n", | |
| 95 | + "client = NFLClient()" | |
| 96 | + ] | |
| 97 | + }, | |
| 98 | + { | |
| 99 | + "cell_type": "code", | |
| 100 | + "execution_count": 2, | |
| 101 | + "metadata": {}, | |
| 102 | + "outputs": [ | |
| 103 | + { | |
| 104 | + "name": "stdout", | |
| 105 | + "output_type": "stream", | |
| 106 | + "text": [ | |
| 107 | + "Auth Token: Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJjbGllbnRJZCI6ImU1MzVjN2MwLTgxN2YtNDc3Ni04OTkwLTU2NTU2ZjhiMTkyOCIsImNsaWVudEtleSI6IjRjRlVXNkRtd0pwelQ5TDdMckczcVJBY0FCRzVzMDRnIiwiaXNzIjoiTkZMIiwiZGV2aWNlSWQiOiJkMTdlYThlYy02NWVlLTQ5YjUtOTYyNi04NThjN2I4NDFjNDUiLCJwbGFucyI6W3sicGxhbiI6ImZyZWUiLCJleHBpcmF0aW9uRGF0ZSI6IjIwMjQtMTEtMDQiLCJzb3VyY2UiOiJORkwiLCJzdGFydERhdGUiOiIyMDIzLTExLTA1Iiwic3RhdHVzIjoiQUNUSVZFIiwidHJpYWwiOmZhbHNlfV0sIkRpc3BsYXlOYW1lIjoiV0VCX0RFU0tUT1BfREVTS1RPUCIsIk5vdGVzIjoiIiwiZm9ybUZhY3RvciI6IkRFU0tUT1AiLCJsdXJhQXBwS2V5IjoiU1pzNTdkQkdSeGJMNzI4bFZwN0RZUSIsInBsYXRmb3JtIjoiREVTS1RPUCIsInByb2R1Y3ROYW1lIjoiV0VCIiwiY2l0eSI6ImFwcGxlIHZhbGxleSIsImNvdW50cnlDb2RlIjoiVVMiLCJkbWFDb2RlIjoiODAzIiwiaG1hVGVhbXMiOlsiMTA0MDI1MTAtODkzMS0wZDVmLTk4MTUtNzliYjc5NjQ5YTY1IiwiMTA0MDI1MjAtOTZiZi1lOWYyLTRmNjgtODUyMWNhODk2MDYwIiwiMTA0MDQ0MDAtM2IzNS0wNzNmLTE5N2UtMTk0YmI4MjQwNzIzIl0sInJlZ2lvbiI6IkNBIiwiYnJvd3NlciI6IkNocm9tZSBIZWFkbGVzcyIsImNlbGx1bGFyIjpmYWxzZSwiZW52aXJvbm1lbnQiOiJwcm9kdWN0aW9uIiwicm9sZXMiOlsiZnJlZSJdLCJleHAiOjE2OTkxNTkxNTN9.uq3VzAFHpGdUzkvWvYcWzykY6NBlCmuYUR-bR-y_-iQ\n" | |
| 108 | + ] | |
| 109 | + } | |
| 110 | + ], | |
| 111 | + "source": [ | |
| 112 | + "client.load_auth_token()\n", | |
| 113 | + "print('Auth Token:', client.auth_token)" | |
| 261 | 114 | ] |
| 262 | 115 | }, |
| 263 | 116 | { |
| 264 | 117 | "cell_type": "code", |
| 265 | - "execution_count": 9, | |
| 118 | + "execution_count": 3, | |
| 119 | + "metadata": {}, | |
| 120 | + "outputs": [ | |
| 121 | + { | |
| 122 | + "name": "stdout", | |
| 123 | + "output_type": "stream", | |
| 124 | + "text": [ | |
| 125 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 126 | + "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 127 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 128 | + "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 129 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 130 | + "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 131 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa\n", | |
| 132 | + "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 133 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa\n", | |
| 134 | + "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 135 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 136 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 137 | + "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 138 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 139 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 140 | + "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 141 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 142 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 143 | + "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 144 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 145 | + "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 146 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 147 | + "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 148 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 149 | + "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 150 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 151 | + "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 152 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 153 | + "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 154 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 155 | + "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 156 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 157 | + "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 158 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 159 | + "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 160 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 161 | + "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 162 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 163 | + "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 164 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 165 | + "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 166 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 167 | + "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 168 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 169 | + "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 170 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 171 | + "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 172 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 173 | + "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 174 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 175 | + "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 176 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 177 | + "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 178 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 179 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 180 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 181 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 182 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 183 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 184 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 185 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 186 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 187 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 188 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 189 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 190 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 191 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 192 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 193 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ee5cd-f053-11ed-b4a7-bab79e4492fa\n", | |
| 194 | + "https://api.nfl.com/football/v2/games/b07eaa67-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 195 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaa67-f053-11ed-b4a7-bab79e4492fa\n", | |
| 196 | + "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 197 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 198 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa\n", | |
| 199 | + "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 200 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 201 | + "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 202 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 203 | + "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 204 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 205 | + "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 206 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 207 | + "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 208 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 209 | + "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 210 | + "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 211 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 212 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 213 | + "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 214 | + "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 215 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 216 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 217 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 218 | + "https://api.nfl.com/live/v1/livestreams?contentType=GAME&endTime=2023-11-07T08%3A00%3A00.000Z&startTime=2023-11-01T07%3A00%3A00.000Z\n", | |
| 219 | + "https://api.nfl.com/live/v1/livestreams?contentType=GAME&endTime=2023-11-05T07%3A00%3A00.000Z&startTime=2023-11-03T07%3A00%3A00.000Z\n", | |
| 220 | + "https://api.nfl.com/live/v1/livestreams?contentType=AUDIO&endTime=2023-11-07T08%3A00%3A00.000Z&startTime=2023-11-01T07%3A00%3A00.000Z\n", | |
| 221 | + "https://api.nfl.com/live/v1/livestreams?contentType=AUDIO&endTime=2023-11-05T07%3A00%3A00.000Z&startTime=2023-11-03T07%3A00%3A00.000Z\n", | |
| 222 | + "https://api.nfl.com/football/v2/games/b07eaa67-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 223 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 224 | + "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 225 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaa67-f053-11ed-b4a7-bab79e4492fa\n", | |
| 226 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa\n", | |
| 227 | + "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 228 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 229 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 230 | + "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 231 | + "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 232 | + "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 233 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 234 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 235 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 236 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 237 | + "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 238 | + "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 239 | + "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 240 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 241 | + "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 242 | + "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 243 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 244 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 245 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 246 | + "https://api.nfl.com/live/v1/livestreams?contentType=AUDIO&endTime=2023-11-05T07%3A00%3A00.000Z&startTime=2023-11-03T07%3A00%3A00.000Z\n", | |
| 247 | + "https://api.nfl.com/live/v1/livestreams?contentType=GAME&endTime=2023-11-07T08%3A00%3A00.000Z&startTime=2023-11-01T07%3A00%3A00.000Z\n", | |
| 248 | + "https://api.nfl.com/live/v1/livestreams?contentType=GAME&endTime=2023-11-05T07%3A00%3A00.000Z&startTime=2023-11-03T07%3A00%3A00.000Z\n", | |
| 249 | + "https://api.nfl.com/live/v1/livestreams?contentType=AUDIO&endTime=2023-11-07T08%3A00%3A00.000Z&startTime=2023-11-01T07%3A00%3A00.000Z\n", | |
| 250 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 251 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eaef2-f053-11ed-b4a7-bab79e4492fa\n", | |
| 252 | + "https://api.nfl.com/football/v2/games/b07eaef2-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 253 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 254 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 255 | + "https://api.nfl.com/football/v2/games/b07ebf16-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 256 | + "https://api.nfl.com/football/v2/games/b07eb9ec-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 257 | + "https://api.nfl.com/football/v2/games/b07ec38f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 258 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 259 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 260 | + "https://api.nfl.com/football/v2/games/b07eb396-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 261 | + "https://api.nfl.com/football/v2/games/b07ec866-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 262 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 263 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 264 | + "https://api.nfl.com/football/v2/games/b07ed134-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 265 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 266 | + "https://api.nfl.com/football/v2/games/b07eccd5-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 267 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 268 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 269 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 270 | + "https://api.nfl.com/football/v2/games/b07ed7da-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 271 | + "https://api.nfl.com/football/v2/games/b07edc7f-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 272 | + "https://api.nfl.com/content/v1/videos?clipType=Preview&season=2023&seasonType=REG&week=9&sort=contentDate%3Adesc\n", | |
| 273 | + "https://api.nfl.com/football/v2/stats/live/game-summaries/b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 274 | + "https://api.nfl.com/football/v2/games/b07ee104-f053-11ed-b4a7-bab79e4492fa?withExternalIds=true\n", | |
| 275 | + "https://api.nfl.com/content/v1/videos?clipType=Preview&season=2023&seasonType=REG&week=9&sort=contentDate%3Adesc\n", | |
| 276 | + "https://api.nfl.com/football/v2/games/season/2023/seasonType/REG/week/10?withExternalIds=true\n", | |
| 277 | + "https://api.nfl.com/football/v2/games/season/2023/seasonType/REG/week/10?withExternalIds=true\n", | |
| 278 | + "https://api.nfl.com/football/v2/standings?seasonType=REG&week=8&season=2023&limit=100\n", | |
| 279 | + "https://api.nfl.com/football/v2/standings?seasonType=REG&week=8&season=2023&limit=100\n", | |
| 280 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eaa67-f053-11ed-b4a7-bab79e4492fa\n", | |
| 281 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eaef2-f053-11ed-b4a7-bab79e4492fa\n", | |
| 282 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eb396-f053-11ed-b4a7-bab79e4492fa\n", | |
| 283 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eb9ec-f053-11ed-b4a7-bab79e4492fa\n", | |
| 284 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ebf16-f053-11ed-b4a7-bab79e4492fa\n", | |
| 285 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec38f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 286 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ec866-f053-11ed-b4a7-bab79e4492fa\n", | |
| 287 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07eccd5-f053-11ed-b4a7-bab79e4492fa\n", | |
| 288 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ed134-f053-11ed-b4a7-bab79e4492fa\n", | |
| 289 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ed7da-f053-11ed-b4a7-bab79e4492fa\n", | |
| 290 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07edc7f-f053-11ed-b4a7-bab79e4492fa\n", | |
| 291 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ee104-f053-11ed-b4a7-bab79e4492fa\n", | |
| 292 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ee5cd-f053-11ed-b4a7-bab79e4492fa\n", | |
| 293 | + "https://api.nfl.com/content/v1/videos/replays?gameId=b07ea540-f053-11ed-b4a7-bab79e4492fa\n", | |
| 294 | + "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%22a2d4a910-4a59-447b-abde-dd969693e784%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7BbuyTicketsDefault%7Btext%2Curl%7D%2CbuyTicketsProBowl%7Btext%2Curl%7D%2CbuyTicketsSuperBowl%7Btext%2Curl%7D%2CrewatchCTA%7Btext%2Curl%7D%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22ScoresPage%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D\n", | |
| 295 | + "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%2248ca44cb-212e-4dfd-a277-1d40f26b0ed1%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7Bname%2Citems%7Bid%2Cname%2Cimage%7Bid%2Csrc%2Cname%2Calt%7D%2Clinks%7Bid%2Curl%2Cname%2Ctext%7D%2Csummary%2Ctitle%2Ccategory%7D%2Ctitle%2Ctype%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22CardList%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D\n", | |
| 296 | + "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%22a2d4a910-4a59-447b-abde-dd969693e784%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7BbuyTicketsDefault%7Btext%2Curl%7D%2CbuyTicketsProBowl%7Btext%2Curl%7D%2CbuyTicketsSuperBowl%7Btext%2Curl%7D%2CrewatchCTA%7Btext%2Curl%7D%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22ScoresPage%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D\n", | |
| 297 | + "https://api.nfl.com/fe-store/instances?query=query%7Bviewer%7Binstances(ids%3A%5B%2248ca44cb-212e-4dfd-a277-1d40f26b0ed1%22%5D%2Clabel%3A%22%22)%7Bedges%7Bnode%7Bname%2Citems%7Bid%2Cname%2Cimage%7Bid%2Csrc%2Cname%2Calt%7D%2Clinks%7Bid%2Curl%2Cname%2Ctext%7D%2Csummary%2Ctitle%2Ccategory%7D%2Ctitle%2Ctype%7D%7D%7D%7D%7D&variables=%7B%22FE_STORE_INSTANCE_NAMESPACE%22%3A%22WEB.NDC%22%2C%22FE_STORE_TYPE_NAME%22%3A%22CardList%22%2C%22FE_STORE_TYPE_NAMESPACE%22%3A%22WEB%22%7D\n", | |
| 298 | + "https://api.nfl.com/play/v1/asset/L5P64hq7cI6KLFiWM_XVSA\n", | |
| 299 | + "https://api.nfl.com/play/v1/asset/L5P64hq7cI6KLFiWM_XVSA\n" | |
| 300 | + ] | |
| 301 | + } | |
| 302 | + ], | |
| 303 | + "source": [ | |
| 304 | + "client.download_endpoints()" | |
| 305 | + ] | |
| 306 | + }, | |
| 307 | + { | |
| 308 | + "cell_type": "code", | |
| 309 | + "execution_count": 25, | |
| 266 | 310 | "metadata": {}, |
| 267 | 311 | "outputs": [ |
| 268 | 312 | { |
| 269 | 313 | "data": { |
| 270 | 314 | "text/plain": [ |
| 271 | - "'Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.hFywyQGtR_PyFOTOezj0JxB0UkDQ6dU8yPgakipFagY'" | |
| 315 | + "WindowsPath('nfl_client_data/har_files')" | |
| 272 | 316 | ] |
| 273 | 317 | }, |
| 274 | - "execution_count": 9, | |
| 318 | + "execution_count": 25, | |
| 275 | 319 | "metadata": {}, |
| 276 | 320 | "output_type": "execute_result" |
| 277 | 321 | } |
| 278 | 322 | ], |
| 279 | 323 | "source": [ |
| 280 | - "client = NFLClient()\n", | |
| 281 | - "client.load_auth_token()\n", | |
| 282 | - "client.auth_token" | |
| 324 | + "client.HAR_DIR" | |
| 283 | 325 | ] |
| 284 | 326 | }, |
| 285 | - { | |
| 286 | - "cell_type": "code", | |
| 287 | - "execution_count": null, | |
| 288 | - "metadata": {}, | |
| 289 | - "outputs": [], | |
| 290 | - "source": [] | |
| 291 | - }, | |
| 292 | 327 | { |
| 293 | 328 | "cell_type": "code", |
| 294 | 329 | "execution_count": 103, |