CSGO JSON Fantasy Data Parser

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Apr 1st, 2016

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# CSGO JSON Data Parser
# Version 0.3
# Calculates optimal picks for fantasy teams for specified day
# Requires properly formatted JSON data
# Shitty code by /u/fknsonikk
import json
import itertools
import pprint
import collections
from operator import itemgetter
from prettytable import PrettyTable
commando = [];
clutch_king = [];
eco_warrior = [];
entry_fragger = [];
sniper = [];
optimal_candidates = [];
optimal_combinations = [];
stageToParse = "stage2";
input_file = "day3.json"; # Download: http://pastebin.com/Hew6k6Ku
output_file = "day3points.txt";
def calculateCommando (name, kills, deaths):
global commando;
points = 2*kills;
points -= deaths;
plusminus = kills-deaths;
if plusminus > 0:
points += plusminus;
commando.append([name, points, plusminus]);
def calculateClutchKing (name, kills, deaths, clutch_kills):
global clutch_king;
points = 2*kills;
points -= deaths;
points += 4*clutch_kills;
clutch_king.append([name, points, clutch_kills]);
def calculateEcoWarrior (name, kills, deaths, pistol_kills):
global eco_warrior;
points = 2*kills;
points -= deaths;
points += 2*pistol_kills;
eco_warrior.append([name, points, pistol_kills]);
def calculateEntryFragger (name, kills, deaths, opening_kills):
global entry_fragger;
points = 2*kills;
points -= deaths;
points += 2*opening_kills;
entry_fragger.append([name, points, opening_kills]);
def calculateSniper (name, kills, deaths, sniper_kills):
global sniper;
points = 2*kills;
points -= deaths;
points += 2*sniper_kills;
sniper.append([name, points, sniper_kills]);
def findOptimal():
global s_commando, s_clutch_king, s_eco_warrior, s_entry_fragger, s_sniper, optimal_candidates, optimal_combinations;
for a in range (0,4):
for b in range (0,4):
for c in range (0,4):
for d in range (0,4):
for e in range(0,4):
optimal_candidates.append(
[s_commando[a][0], s_clutch_king[b][0], s_eco_warrior[c][0], s_entry_fragger[d][0], s_sniper[e][0],
s_commando[a][1] + s_clutch_king[b][1] + s_eco_warrior[c][1] + s_entry_fragger[d][1] + s_sniper[e][1]]
);
for candidate in optimal_candidates:
unique_values = set(candidate);
if len(unique_values) == 6:
optimal_combinations.append(candidate);
def printOptimal (sortedList, outFile):
outFile.write('Best lineups today:\n')
optimal = PrettyTable(["Commando", "Clutch King", "Eco Warrior", "Entry Fragger", "Sniper", "Total Points"]);
optimal.align = "l";
optimal.align["Total Points"] = "r";
for entry in sortedList:
optimal.add_row(entry);
str_optimal = optimal.get_string();
outFile.write(str_optimal);
def printCommando (sortedList, outFile):
outFile.write('\n\nCommando: \n');
commando = PrettyTable(["Name", "Points", "Kills - Deaths"]);
commando.align["Name"] = "l";
commando.align["Points"] = "r";
commando.align["Kills - Deaths"] = "r";
for entry in sortedList:
commando.add_row(entry);
str_commando = commando.get_string();
outFile.write(str_commando);
def printClutchKing (sortedList, outFile):
outFile.write('\n\nClutch King: \n');
clutch_king = PrettyTable(["Name", "Points", "Clutch Kills"]);
clutch_king.align["Name"] = "l";
clutch_king.align["Points"] = "r";
clutch_king.align["Clutch Kills"] = "r";
for entry in sortedList:
clutch_king.add_row(entry);
str_clutch_king = clutch_king.get_string();
outFile.write(str_clutch_king);
def printEcoWarrior (sortedList, outFile):
outFile.write('\n\nEco Warrior: \n');
eco_warrior = PrettyTable(["Name", "Points", "Pistol Kills"]);
eco_warrior.align["Name"] = "l";
eco_warrior.align["Points"] = "r";
eco_warrior.align["Pistol Kills"] = "r";
for entry in sortedList:
eco_warrior.add_row(entry);
str_eco_warrior = eco_warrior.get_string();
outFile.write(str_eco_warrior);
def printEntryFragger (sortedList, outFile):
outFile.write('\n\nEntry Fragger: \n');
entry_fragger = PrettyTable(["Name", "Points", "Opening Kills"]);
entry_fragger.align["Name"] = "l";
entry_fragger.align["Points"] = "r";
entry_fragger.align["Opening Kills"] = "r";
for entry in sortedList:
entry_fragger.add_row(entry);
str_entry_fragger = entry_fragger.get_string();
outFile.write(str_entry_fragger);
def printSniper (sortedList, outFile):
outFile.write('\n\nSniper: \n');
sniper = PrettyTable(["Name", "Points", "Sniper Kills"]);
sniper.align["Name"] = "l";
sniper.align["Points"] = "r";
sniper.align["Sniper Kills"] = "r";
for entry in sortedList:
sniper.add_row(entry);
str_sniper = sniper.get_string();
outFile.write(str_sniper);
with open(input_file) as inputfile:
data = json.load(inputfile);
for player in data['items_game_live']['pro_players'].values():
name = player['name'];
if stageToParse in player['events']['9']:
thisStage = player['events']['9'][stageToParse];
kills = int(thisStage['enemy_kills']);
deaths = int(thisStage['deaths']);
clutch_kills = int(thisStage['clutch_kills']);
opening_kills = int(thisStage['opening_kills']);
pistol_kills = int(thisStage['pistol_kills']);
sniper_kills = int(thisStage['sniper_kills']);
calculateCommando(name, kills, deaths);
calculateClutchKing(name, kills, deaths, clutch_kills);
calculateEcoWarrior(name, kills, deaths, pistol_kills);
calculateEntryFragger(name, kills, deaths, opening_kills);
calculateSniper(name, kills, deaths, sniper_kills);
s_commando = sorted(commando, key=itemgetter(1, 2), reverse=True);
s_clutch_king = sorted(clutch_king, key=itemgetter(1, 2), reverse=True);
s_eco_warrior = sorted(eco_warrior, key=itemgetter(1, 2), reverse=True);
s_entry_fragger = sorted(entry_fragger, key=itemgetter(1, 2), reverse=True);
s_sniper = sorted(sniper, key=itemgetter(1, 2), reverse=True);
findOptimal();
s_optimal_combinations = sorted(optimal_combinations, key=itemgetter(5), reverse=True);
with open(output_file, 'w') as outFile:
printOptimal(s_optimal_combinations, outFile);
printCommando(s_commando, outFile);
printClutchKing(s_clutch_king, outFile);
printEcoWarrior(s_eco_warrior, outFile);
printEntryFragger(s_entry_fragger, outFile);
printSniper(s_sniper, outFile);

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