I'm having a problem where i can scrape data from a website by using the java pathing. I'm trying to scrape from Rocket League Tracker. here's my code:
import requests
import re
import json
import math
def rankGetter():
trackerLink = 'https://rocketleague.tracker.network/rocket-league/profile/epic/DirectPanda/overview'
# now we have the tracker link we're going to scrape the website
# all the HTML of the site is now in result
result = requests.get(trackerLink)
# checker to make sure the user used the correct information
if result.status_code == 400:
print('profile not found')
else:
# Extract everything needed to render the current page. Data is stored as Json in the
# JavaScript variable: window.__INITIAL_STATE__={"route":{"path":"\u0 ... }};
json_string = re.search(r"window.__INITIAL_STATE__\s?=\s?(\{.*?\});", result.text).group(1)
# convert text string to structured json data
rocketleague = json.loads(json_string)
# Save structured json data to a text file that helps you orient yourself and pick
# the parts you are interested in.
with open('rocketleague_json_data.txt', 'w') as outfile:
outfile.write(json.dumps(rocketleague, indent=4, sort_keys=True))
The error is the text doc made doesn't have the ranks I want anymore.
"stats": {
"standardLeaderboardLeaders": {},
"standardLeaderboards": [],
"standardPlayers": {},
"standardTitles": {}
},
**"stats-v2": {
"segments": {},
"standardProfileMatches": {},
"standardProfileSummaries": {},
"standardProfiles": {},
"standardProfilesHistory": {},
"standardSessions": {},
"subscriptions": {}
},**
"titles": {
"currentTitle": {
"name": "Rocket League",
"platforms": [
The Ranks should be under stats-V2 but as you can see its empty now. whats happening and how do i fix it? I was able to get ranks for a week but all the sudden it stopped working today.
Seems that the data are loaded from external URL:
import json
import requests
url = "https://api.tracker.gg/api/v2/rocket-league/standard/profile/epic/DirectPanda"
headers = {
"User-Agent": "Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:87.0) Gecko/20100101 Firefox/87.0"
}
data = requests.get(url, headers=headers).json()
print(json.dumps(data, indent=4))
Prints:
{
"data": {
"platformInfo": {
"platformSlug": "epic",
"platformUserId": null,
"platformUserHandle": "DirectPanda",
"platformUserIdentifier": "DirectPanda",
"avatarUrl": null,
"additionalParameters": null
},
"userInfo": {
"userId": null,
"isPremium": false,
"isVerified": false,
"isInfluencer": false,
"isPartner": false,
"countryCode": null,
"customAvatarUrl": null,
"customHeroUrl": null,
"socialAccounts": [],
"pageviews": 592,
"isSuspicious": null
},
"metadata": {
"lastUpdated": {
"value": "2021-04-22T17:39:42.277-04:00",
"displayValue": "2021-04-22T21:39:42.2770000+00:00"
},
"playerId": 16603481,
"currentSeason": 17
},
"segments": [
{
"type": "overview",
"attributes": {},
"metadata": {
"name": "Lifetime"
},
"expiryDate": "0001-01-01T00:00:00+00:00",
"stats": {
"wins": {
"rank": 30357,
"percentile": 98.3,
"displayName": "Wins",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 4985,
"displayValue": "4,985",
"displayType": "Number"
},
"goals": {
"rank": 23698,
"percentile": 98.7,
"displayName": "Goals",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 14363,
"displayValue": "14,363",
"displayType": "Number"
},
"mVPs": {
"rank": 35646,
"percentile": 98.0,
"displayName": "MVPs",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 2093,
"displayValue": "2,093",
"displayType": "Number"
},
"saves": {
"rank": 30864,
"percentile": 98.3,
"displayName": "Saves",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 9231,
"displayValue": "9,231",
"displayType": "Number"
},
"assists": {
"rank": 29228,
"percentile": 98.4,
"displayName": "Assists",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 4763,
"displayValue": "4,763",
"displayType": "Number"
},
"shots": {
"rank": 24596,
"percentile": 98.6,
"displayName": "Shots",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 29139,
"displayValue": "29,139",
"displayType": "Number"
},
"goalShotRatio": {
"rank": 1409320,
"percentile": 15.0,
"displayName": "Goal Shot Ratio",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 49.29132777377398,
"displayValue": "49.3",
"displayType": "NumberPrecision1"
},
"score": {
"rank": 28260,
"percentile": 98.4,
"displayName": "TRN Score",
"displayCategory": "General",
"category": "general",
"metadata": {},
"value": 2398222.83,
"displayValue": "2,398,222.8",
"displayType": "NumberPrecision1"
},
"seasonRewardLevel": {
"rank": null,
"percentile": 85.0,
"displayName": "Season Reward Level",
"displayCategory": "General",
"category": "general",
"metadata": {
"iconUrl": "https://trackercdn.com/cdn/tracker.gg/rocket-league/ranks/s4-13.png",
"rankName": "Diamond"
},
"value": 5,
"displayValue": "5",
"displayType": "Number"
},
"seasonRewardWins": {
"rank": null,
"percentile": 95.8,
"displayName": "Season Reward Wins",
"displayCategory": "General",
"category": "general",
"metadata": {},
"value": 9,
"displayValue": "9",
"displayType": "Number"
}
}
},
{
"type": "playlist",
"attributes": {
"playlistId": 0,
"season": 17
},
"metadata": {
"name": "Un-Ranked"
},
"expiryDate": "0001-01-01T00:00:00+00:00",
"stats": {
"tier": {
"rank": null,
"percentile": null,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"iconUrl": "https://trackercdn.com/cdn/tracker.gg/rocket-league/ranks/s4-0.png",
"name": "Unranked"
},
"value": 0,
"displayValue": "0",
"displayType": "Number"
},
"division": {
"rank": null,
"percentile": null,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"name": "Division I"
},
"value": 0,
"displayValue": "0",
"displayType": "Number"
},
"matchesPlayed": {
"rank": null,
"percentile": null,
"displayName": "Matches",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 0,
"displayValue": "0",
"displayType": "Number"
},
"winStreak": {
"rank": null,
"percentile": null,
"displayName": "WinStreak",
"displayCategory": "Performance",
"category": "performance",
"metadata": {
"type": "win"
},
"value": 0,
"displayValue": "0",
"displayType": "Number"
},
"rating": {
"rank": 215152,
"percentile": 90.0,
"displayName": "Rating",
"displayCategory": "Skill",
"category": "skill",
"metadata": {},
"value": 1597,
"displayValue": "1,597",
"displayType": "Number"
}
}
},
{
"type": "playlist",
"attributes": {
"playlistId": 10,
"season": 17
},
"metadata": {
"name": "Ranked Duel 1v1"
},
"expiryDate": "0001-01-01T00:00:00+00:00",
"stats": {
"tier": {
"rank": null,
"percentile": 98.2,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"iconUrl": "https://trackercdn.com/cdn/tracker.gg/rocket-league/ranks/s4-16.png",
"name": "Champion I"
},
"value": 16,
"displayValue": "16",
"displayType": "Number"
},
"division": {
"rank": null,
"percentile": 88.0,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"deltaDown": 13,
"deltaUp": 6,
"name": "Division III"
},
"value": 2,
"displayValue": "2",
"displayType": "Number"
},
"matchesPlayed": {
"rank": null,
"percentile": 57.0,
"displayName": "Matches",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 2,
"displayValue": "2",
"displayType": "Number"
},
"winStreak": {
"rank": null,
"percentile": 60.0,
"displayName": "WinStreak",
"displayCategory": "Performance",
"category": "performance",
"metadata": {
"type": "win"
},
"value": 1,
"displayValue": "1",
"displayType": "Number"
},
"rating": {
"rank": 101541,
"percentile": 96.1,
"displayName": "Rating",
"displayCategory": "Skill",
"category": "skill",
"metadata": {},
"value": 1031,
"displayValue": "1,031",
"displayType": "Number"
}
}
},
{
"type": "playlist",
"attributes": {
"playlistId": 11,
"season": 17
},
"metadata": {
"name": "Ranked Doubles 2v2"
},
"expiryDate": "0001-01-01T00:00:00+00:00",
"stats": {
"tier": {
"rank": null,
"percentile": 87.0,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"iconUrl": "https://trackercdn.com/cdn/tracker.gg/rocket-league/ranks/s4-16.png",
"name": "Champion I"
},
"value": 16,
"displayValue": "16",
"displayType": "Number"
},
"division": {
"rank": null,
"percentile": 90.0,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"deltaDown": 15,
"deltaUp": 3,
"name": "Division IV"
},
"value": 3,
"displayValue": "3",
"displayType": "Number"
},
"matchesPlayed": {
"rank": null,
"percentile": 80.0,
"displayName": "Matches",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 40,
"displayValue": "40",
"displayType": "Number"
},
"winStreak": {
"rank": null,
"percentile": 34.0,
"displayName": "WinStreak",
"displayCategory": "Performance",
"category": "performance",
"metadata": {
"type": "loss"
},
"value": 1,
"displayValue": "-1",
"displayType": "Number"
},
"rating": {
"rank": 311789,
"percentile": 89.0,
"displayName": "Rating",
"displayCategory": "Skill",
"category": "skill",
"metadata": {},
"value": 1177,
"displayValue": "1,177",
"displayType": "Number"
}
}
},
{
"type": "playlist",
"attributes": {
"playlistId": 13,
"season": 17
},
"metadata": {
"name": "Ranked Standard 3v3"
},
"expiryDate": "0001-01-01T00:00:00+00:00",
"stats": {
"tier": {
"rank": null,
"percentile": 96.0,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"iconUrl": "https://trackercdn.com/cdn/tracker.gg/rocket-league/ranks/s4-17.png",
"name": "Champion II"
},
"value": 17,
"displayValue": "17",
"displayType": "Number"
},
"division": {
"rank": null,
"percentile": 79.0,
"displayName": "Matches",
"displayCategory": "General",
"category": "general",
"metadata": {
"deltaDown": 7,
"deltaUp": 27,
"name": "Division III"
},
"value": 2,
"displayValue": "2",
"displayType": "Number"
},
"matchesPlayed": {
"rank": null,
"percentile": 97.8,
"displayName": "Matches",
"displayCategory": "Performance",
"category": "performance",
"metadata": {},
"value": 95,
"displayValue": "95",
"displayType": "Number"
},
"winStreak": {
"rank": null,
"percentile": 16.0,
"displayName": "WinStreak",
"displayCategory": "Performance",
"category": "performance",
"metadata": {
"type": "loss"
},
"value": 2,
"displayValue": "-2",
"displayType": "Number"
},
"rating": {
"rank": 122500,
"percentile": 95.8,
"displayName": "Rating",
"displayCategory": "Skill",
"category": "skill",
"metadata": {},
"value": 1255,
"displayValue": "1,255",
"displayType": "Number"
}
}
},
...