def getMatchesByPlayer(account_id,
game_mode=None,
lobby_type=None,
write_to_file=True):
# create an instance of the API class
api_instance = od_python.PlayersApi()
# account_id = 87278757 # int | Steam32 account ID
# limit = 56 # int | Number of matches to limit to (optional)
# offset = 56 # int | Number of matches to offset start by (optional)
# win = 56 # int | Whether the player won (optional)
# patch = 56 # int | Patch ID (optional)
game_mode = game_mode # int | Game Mode ID (optional)
# lobby_type = lobby_type # int | Lobby type ID (optional)
# region = 56 # int | Region ID (optional)
# date = 56 # int | Days previous (optional)
# lane_role = 56 # int | Lane Role ID (optional)
# hero_id = 56 # int | Hero ID (optional)
# is_radiant = 56 # int | Whether the player was radiant (optional)
# included_account_id = 56 # int | Account IDs in the match (array) (optional)
# excluded_account_id = 56 # int | Account IDs not in the match (array) (optional)
# with_hero_id = 56 # int | Hero IDs on the player's team (array) (optional)
# against_hero_id = 56 # int | Hero IDs against the player's team (array) (optional)
# significant = 56 # int | Whether the match was significant for aggregation purposes (optional)
# having = 56 # int | The minimum number of games played, for filtering hero stats (optional)
# sort = 'sort_example' # str | The field to return matches sorted by in descending order (optional)
# project = 'project_example' # str | Fields to project (array) (optional)
try:
# GET /players/{account_id}/matches
# api_response = api_instance.players_account_id_matches_get(account_id, game_mode=game_mode, lobby_type=lobby_type)
api_response = api_instance.players_account_id_matches_get(
account_id, game_mode=game_mode)
matches = {}
for match in api_response:
mat = match.to_dict()
matches[mat['match_id']] = mat
if write_to_file:
with open(
'playerMatches/player_' + str(account_id) + '_' +
str(game_mode) + '.json', 'w') as outfile:
json.dump(matches, outfile, indent=4, sort_keys=False)
return matches
except ApiException as e:
print(
"Exception when calling PlayersApi->players_account_id_matches_get: %s\n"
% e)
def greet():
account_ids = request.args['favfood']
api_instance = od_python.PlayersApi()
api_response = api_instance.players_account_id_matches_get(account_ids,
limit=1)
dict1 = eval(str(api_response[0]))
match_id = dict1['match_id']
#Get all 10 players from the match
player_list = []
api_instance = od_python.MatchesApi()
api_response = api_instance.matches_match_id_get(match_id)
dict2 = eval(str(api_response))
list1 = eval(str(dict2['players']))
for x in list1:
if x['account_id'] != None:
player_list.append(x['account_id'])
else:
player_list.append('Anonymous')
# create a player id to personaname dictionary with hero id as well and player slot
persona_dict = {}
for x in list1:
if x['account_id'] == 'None':
persona_dict.update({'anonymous': 'none'})
else:
persona_dict.update({
x['account_id']:
[x['personaname'], x['hero_id'], x['player_slot']]
})
#get SQL variables ready
sqliteConnection = sqlite3.connect('toxicity_database.db')
cursor = sqliteConnection.cursor()
query = "SELECT * FROM toxicity WHERE account_id=?"
final_dict = {}
final_dict_rad = {}
final_dict_dire = {}
running_list = []
for player in player_list:
cursor.execute(query, (player, ))
for row in cursor:
running_list.append(player)
if persona_dict[player][2] < 5:
final_dict_rad.update({
persona_dict[player][0]: [row[1], persona_dict[player][1]]
})
else:
final_dict_dire.update({
persona_dict[player][0]: [row[1], persona_dict[player][1]]
})
players_not_in_db = [x for x in player_list if x not in running_list]
# define word point values
half_point_words = ['shit', 's******g', 'shitter', 'ass', 'asshole']
one_point_words = [
'f**k', 'fck', 'f****d', 'f*****g', 'f****r', 'fuckr', 'f***s', 'jaja',
'fuckd', 'dick', 'dicking', 'dicked', 'bastard', 'bastards', 'twat',
'twats'
]
two_point_words = ['bitch', 'ez', 'easy', 'jew', 'jews']
three_point_words = [
'rape', 'raped', 'raping', 'c**t', 'cunts', 'retard', 'retards',
'retarded', 's**t', 's***s'
]
four_point_words = [
'n***a', 'n****s', 'autism', 'autistic', 'autist', 'autists'
]
five_point_words = ['chink', 'chinks', 'spic', 'spics', 'wetback']
six_point_words = ['f*g', 'fags', 'f****t', 'faggots']
ten_point_words = [
'nigger', 'niger', 'niggers', 'nygger', 'nyggers', 'niglet', 'nigglet'
]
#create a hero name to number dict
hero_dict = {
1: 'Anti-Mage',
'Anonymous': 'Anonymous',
2: 'Axe',
3: 'Bane',
4: 'Bloodseeker',
5: 'Crystal Maiden',
6: 'Drow Ranger',
7: 'Earthshaker',
8: 'Juggernaut',
9: 'Mirana',
10: 'Morphling',
11: 'Shadow Fiend',
12: 'Phantom Lancer',
13: 'Puck',
14: 'Pudge',
15: 'Razor',
16: 'Sand King',
17: 'Storm Spirit',
18: 'Sven',
19: 'Tiny',
20: 'Vengeful Spirit',
21: 'Windranger',
22: 'Zeus',
23: 'Kunkka',
25: 'Lina',
26: 'Lion',
27: 'Shadow Shaman',
28: 'Slardar',
29: 'Tidehunter',
30: 'Witch Doctor',
31: 'Lich',
32: 'Riki',
33: 'Enigma',
34: 'Tinker',
35: 'Sniper',
36: 'Necrophos',
37: 'Warlock',
38: 'Beastmaster',
39: 'Queen of Pain',
40: 'Venomancer',
41: 'Faceless Void',
42: 'Wraith King',
43: 'Death Prophet',
44: 'Phantom Assassin',
45: 'Pugna',
46: 'Templar Assassin',
47: 'Viper',
48: 'Luna',
49: 'Dragon Knight',
50: 'Dazzle',
51: 'Clockwerk',
52: 'Leshrac',
53: "Nature's Prophet",
54: 'Lifestealer',
55: 'Dark Seer',
56: 'Clinkz',
57: 'Omniknight',
58: 'Enchantress',
59: 'Huskar',
60: 'Night Stalker',
61: 'Broodmother',
62: 'Bounty Hunter',
63: 'Weaver',
64: 'Jakiro',
65: 'Batrider',
66: 'Chen',
67: 'Spectre',
68: 'Ancient Apparition',
69: 'Doom',
70: 'Ursa',
71: 'Spirit Breaker',
72: 'Gyrocopter',
73: 'Alchemist',
74: 'Invoker',
75: 'Silencer',
76: 'Outworld Devourer',
77: 'Lycan',
78: 'Brewmaster',
79: 'Shadow Demon',
80: 'Lone Druid',
81: 'Chaos Knight',
82: 'Meepo',
83: 'Treant Protector',
84: 'Ogre Magi',
85: 'Undying',
86: 'Rubick',
87: 'Disruptor',
88: 'Nyx Assassin',
89: 'Naga Siren',
90: 'Keeper of the Light',
91: 'Io',
92: 'Visage',
93: 'Slark',
94: 'Medusa',
95: 'Troll Warlord',
96: 'Centaur Warrunner',
97: 'Magnus',
98: 'Timbersaw',
99: 'Bristleback',
100: 'Tusk',
101: 'Skywrath Mage',
102: 'Abaddon',
103: 'Elder Titan',
104: 'Legion Commander',
105: 'Techies',
106: 'Ember Spirit',
107: 'Earth Spirit',
108: 'Underlord',
109: 'Terrorblade',
110: 'Phoenix',
111: 'Oracle',
112: 'Winter Wyvern',
113: 'Arc Warden',
114: 'Monkey King',
128: 'Snapfire',
129: 'Mars',
126: 'Void Spirit'
}
#create a word cloud dictionary for each player on the list of players not in DB
word_cloud_master_dict = {}
api_instance = od_python.PlayersApi()
for player in players_not_in_db:
if player != 'Anonymous':
#time.sleep(2)
api_response = api_instance.players_account_id_wordcloud_get(
player, significant=0)
string = str(api_response)
dicti = eval(string)
my_dicti = dicti['my_word_counts']
word_cloud_master_dict.update({player: my_dicti})
else:
continue
#create a toxicity index for each player this is the main loop
for player in players_not_in_db:
if player != 'Anonymous':
#get a BBDS numerator
BBDS_numerator = 0
word_cloud = word_cloud_master_dict[player]
word_cloud = eval(str(word_cloud))
#create a list of all the keys in the word cloud dictionary
word_list = list(word_cloud.keys())
#print(word_cloud)
for halfword in half_point_words:
if halfword in word_list:
BBDS_numerator = BBDS_numerator + (0.5 *
word_cloud[halfword])
for word in one_point_words:
if word in word_list:
BBDS_numerator = BBDS_numerator + (1 * word_cloud[word])
for wordtwo in two_point_words:
if wordtwo in word_list:
BBDS_numerator = BBDS_numerator + (2 * word_cloud[wordtwo])
for wordthree in three_point_words:
if wordthree in word_list:
BBDS_numerator = BBDS_numerator + (3 *
word_cloud[wordthree])
for wordfour in four_point_words:
if wordfour in word_list:
BBDS_numerator = BBDS_numerator + (4 *
word_cloud[wordfour])
for wordfive in five_point_words:
if wordfive in word_list:
BBDS_numerator = BBDS_numerator + (5 *
word_cloud[wordfive])
for wordsix in six_point_words:
if wordsix in word_list:
BBDS_numerator = BBDS_numerator + (6 * word_cloud[wordsix])
for wordten in ten_point_words:
if wordten in word_list:
BBDS_numerator = BBDS_numerator + (10 *
word_cloud[wordten])
#final_dict.update({persona_dict[player][0]:[str(BBDS_numerator),persona_dict[player][1]]})
if persona_dict[player][2] < 5:
final_dict_rad.update({
persona_dict[player][0]: [row[1], persona_dict[player][1]]
})
else:
final_dict_dire.update({
persona_dict[player][0]: [row[1], persona_dict[player][1]]
})
finallist = list(final_dict_rad.items())
for x in range(0, 6):
if len(finallist) < x:
finallist.append(('Anonymous', ['Anonymous', 'Anonymous']))
final_dict_dire = list(final_dict_dire.items())
for y in final_dict_dire:
finallist.append(y)
for x in range(0, 11):
if len(finallist) < x:
finallist.append(('Anonymous', ['Anonymous', 'Anonymous']))
return """
<html><head>
<style type="text/css">
.tg {{border-collapse:collapse;border-spacing:0;}}
.tg td{{font-family:Arial, sans-serif;font-size:14px;padding:10px 5px;border-style:solid;border-width:1px;overflow:hidden;word-break:normal;border-color:black;}}
.tg th{{font-family:Arial, sans-serif;font-size:14px;font-weight:normal;padding:10px 5px;border-style:solid;border-width:1px;overflow:hidden;word-break:normal;border-color:black;}}
.tg .tg-pi0s{{font-family:"Courier New", Courier, monospace !important;;text-align:center;vertical-align:middle}}
.tg .tg-r5us{{font-family:"Courier New", Courier, monospace !important;;text-align:center;vertical-align:top}}
</style>
</head><body><font face="courier">
<h2>Dota 2 Toxicity Index</h2>
<table class="tg">
<tr>
<th class="tg-pi0s"></th>
<th class="tg-pi0s"></th>
<th class="tg-pi0s">Radiant</th>
<th class="tg-pi0s"></th>
<th class="tg-pi0s"></th>
<th class="tg-pi0s">|</th>
<th class="tg-pi0s"></th>
<th class="tg-pi0s"></th>
<th class="tg-pi0s">Dire</th>
<th class="tg-pi0s"></th>
<th class="tg-pi0s"></th>
</tr>
<tr>
<td class="tg-pi0s"></td>
<td class="tg-pi0s"></td>
<td class="tg-pi0s">Radiant Score</td>
<td class="tg-pi0s"></td>
<td class="tg-pi0s"></td>
<td class="tg-pi0s">|</td>
<td class="tg-pi0s"></td>
<td class="tg-pi0s"></td>
<td class="tg-pi0s">Dire Score</td>
<td class="tg-pi0s"></td>
<td class="tg-pi0s"></td>
</tr>
<tr>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">|</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
<td class="tg-pi0s">======</td>
</tr>
<tr>
<td class="tg-pi0s">{0}</td>
<td class="tg-pi0s">{3}</td>
<td class="tg-pi0s">{6}</td>
<td class="tg-pi0s">{9}</td>
<td class="tg-pi0s">{12}</td>
<td class="tg-pi0s">|</td>
<td class="tg-pi0s">{15}</td>
<td class="tg-pi0s">{18}</td>
<td class="tg-pi0s">{21}</td>
<td class="tg-pi0s">{24}</td>
<td class="tg-pi0s">{27}</td>
</tr>
<tr>
<td class="tg-pi0s">{1}</td>
<td class="tg-pi0s">{4}</td>
<td class="tg-pi0s">{7}</td>
<td class="tg-pi0s">{10}</td>
<td class="tg-pi0s">{13}</td>
<td class="tg-pi0s">|</td>
<td class="tg-pi0s">{16}</td>
<td class="tg-pi0s">{19}</td>
<td class="tg-pi0s">{22}</td>
<td class="tg-pi0s">{25}</td>
<td class="tg-pi0s">{28}</td>
</tr>
<tr>
<td class="tg-r5us">{2}</td>
<td class="tg-r5us">{5}</td>
<td class="tg-r5us">{8}</td>
<td class="tg-r5us">{11}</td>
<td class="tg-r5us">{14}</td>
<td class="tg-r5us">|</td>
<td class="tg-r5us">{17}</td>
<td class="tg-r5us">{20}</td>
<td class="tg-r5us">{23}</td>
<td class="tg-r5us">{26}</td>
<td class="tg-r5us">{29}</td>
</tr>
</table>
</body></font></html>
""".format(
hero_dict[finallist[0][1][1]], finallist[0][0], finallist[0][1][0],
hero_dict[finallist[1][1][1]], finallist[1][0], finallist[1][1][0],
hero_dict[finallist[2][1][1]], finallist[2][0], finallist[2][1][0],
hero_dict[finallist[3][1][1]], finallist[3][0], finallist[3][1][0],
hero_dict[finallist[4][1][1]], finallist[4][0], finallist[4][1][0],
hero_dict[finallist[5][1][1]], finallist[5][0], finallist[5][1][0],
hero_dict[finallist[6][1][1]], finallist[6][0], finallist[6][1][0],
hero_dict[finallist[7][1][1]], finallist[7][0], finallist[7][1][0],
hero_dict[finallist[8][1][1]], finallist[8][0], finallist[8][1][0],
hero_dict[finallist[9][1][1]], finallist[9][0], finallist[9][1][0])
#we make the text file usable
fhand = open('player_list_1.txt')
master_player_list = list(fhand)
master_player_list = str(master_player_list[0])
master_player_list = eval(master_player_list)
#we get the SQL database ready
conn = sqlite3.connect('parsed_match_db1.db')
c = conn.cursor()
c.execute('''CREATE TABLE IF NOT EXISTS parsed_matches
(parsed_match_id text)''')
#main loop
apiinstance = od_python.PlayersApi()
progress = 0
for player in master_player_list:
try:
apiresponse = apiinstance.players_account_id_matches_get(
player, limit=99999999)
total_match_list = list(apiresponse)
print(str(progress) + ' of about 75,000 players')
progress = progress + 1
for x in range(len(total_match_list)):
dicti = eval(str(total_match_list[x]))
if dicti['version'] == None:
continue
else:
def __init__(self):
self.player_client = od_python.PlayersApi(api_client=client)
self.match_client = od_python.MatchesApi(api_client=client)
self.db = Database()
pass