Faceit dota2 stats

gen.sh

#!/bin/bash

# Usage: ./gen.sh [report] -u -l <league>
# Types of reports: pct (order by win percent), wins (order by number of wins) matches (order by number of games)
# -u boolean, whether or not to update the counts
# -l <league> the faceit league id to pull matches from

assume(){
  /usr/bin/python <(cat <&5) | column -t -s','
}

export CHOICE="wins"
league="90617f53-615f-479a-991f-ba74a163fa39"
update=0

if [[ $# > 0 ]]; then
  for opt in "$@"
  do
    case "$opt" in
    matches|pct|games)
      export CHOICE=$1
      shift;;
    -l)
      league=$2
      update=1
      shift 2;;
    -u)
      update=1
      shift;;
    *)
      shift;;
    esac
  done
fi

echo "For League: $league"
echo "Report: $CHOICE"
echo -e "Update? $update\n"

if [[ ! -e "results.json" || $update == 1 ]]; then
  curl -s "https://api.faceit.com/match-history/v4/matches/competition?id=$league&page=0&size=2000&type=hub" | \
  jq -r .payload[].matchId 2>/dev/null | \
  xargs -I{} curl -s 'https://api.faceit.com/stats/v1/stats/matches/{}' | \
  jq '{matchid: .[0].matchId, players: [.[0].teams[].players[] | {hero: .i6, result: .i5}]}' 2>/dev/null | jq -s '' > results.json
fi

assume 5<< "EOS"
#!/usr/bin/python

import json

heroes = open('heromap.json')
results = open('results.json')

jsonheroes = json.loads(heroes.read())
jsonresults = json.loads(results.read())

hmap = {}
for h in jsonheroes:
  hmap[h['key']] = h['value']

agg = {}
for match in jsonresults:
  for player in match['players']:
    if player['hero'] in agg:
      agg[player['hero']]['matches'] += 1.0
      agg[player['hero']]['wins'] += int(player['result'])
    else:
      agg[player['hero']] = {
        'matches': 1.0,
        'wins': int(player['result'])
      }

import os
c = os.environ['CHOICE']
print "Hero,Games,Wins,Pct"

if c == 'matches':
  for i, stats in sorted(agg.iteritems(), key=lambda (k,v): (v['matches'], k), reverse=True):
    print "%s,%s,%s,%0.2f%%" % (hmap[i], int(stats['matches']), stats['wins'], (stats['wins']/stats['matches'] * 100))
elif c == 'pct':
  agg = filter(lambda (k, v): v['matches'] >= 5, agg.iteritems())
  for i, stats in sorted(agg, key=lambda (k,v): ((v['wins']/v['matches']), k), reverse=True):
    print "%s,%s,%s,%0.2f%%" % (hmap[i], int(stats['matches']), stats['wins'], (stats['wins']/stats['matches'] * 100))
elif c == 'wins':
  for i, stats in sorted(agg.iteritems(), key=lambda (k,v): (v['wins'], k), reverse=True):
    print "%s,%s,%s,%0.2f%%" % (hmap[i], int(stats['matches']), stats['wins'], (stats['wins']/stats['matches'] * 100))
EOS

heromap.json

[
  {
    "key": "1",
    "value": "Anti-Mage"
  },
  {
    "key": "2",
    "value": "Axe"
  },
  {
    "key": "3",
    "value": "Bane"
  },
  {
    "key": "4",
    "value": "Bloodseeker"
  },
  {
    "key": "5",
    "value": "Crystal Maiden"
  },
  {
    "key": "6",
    "value": "Drow Ranger"
  },
  {
    "key": "7",
    "value": "Earthshaker"
  },
  {
    "key": "8",
    "value": "Juggernaut"
  },
  {
    "key": "9",
    "value": "Mirana"
  },
  {
    "key": "10",
    "value": "Morphling"
  },
  {
    "key": "11",
    "value": "Shadow Fiend"
  },
  {
    "key": "12",
    "value": "Phantom Lancer"
  },
  {
    "key": "13",
    "value": "Puck"
  },
  {
    "key": "14",
    "value": "Pudge"
  },
  {
    "key": "15",
    "value": "Razor"
  },
  {
    "key": "16",
    "value": "Sand King"
  },
  {
    "key": "17",
    "value": "Storm Spirit"
  },
  {
    "key": "18",
    "value": "Sven"
  },
  {
    "key": "19",
    "value": "Tiny"
  },
  {
    "key": "20",
    "value": "Vengeful Spirit"
  },
  {
    "key": "21",
    "value": "Windranger"
  },
  {
    "key": "22",
    "value": "Zeus"
  },
  {
    "key": "23",
    "value": "Kunkka"
  },
  {
    "key": "25",
    "value": "Lina"
  },
  {
    "key": "26",
    "value": "Lion"
  },
  {
    "key": "27",
    "value": "Shadow Shaman"
  },
  {
    "key": "28",
    "value": "Slardar"
  },
  {
    "key": "29",
    "value": "Tidehunter"
  },
  {
    "key": "30",
    "value": "Witch Doctor"
  },
  {
    "key": "31",
    "value": "Lich"
  },
  {
    "key": "32",
    "value": "Riki"
  },
  {
    "key": "33",
    "value": "Enigma"
  },
  {
    "key": "34",
    "value": "Tinker"
  },
  {
    "key": "35",
    "value": "Sniper"
  },
  {
    "key": "36",
    "value": "Necrophos"
  },
  {
    "key": "37",
    "value": "Warlock"
  },
  {
    "key": "38",
    "value": "Beastmaster"
  },
  {
    "key": "39",
    "value": "Queen of Pain"
  },
  {
    "key": "40",
    "value": "Venomancer"
  },
  {
    "key": "41",
    "value": "Faceless Void"
  },
  {
    "key": "42",
    "value": "Skeleton King"
  },
  {
    "key": "43",
    "value": "Death Prophet"
  },
  {
    "key": "44",
    "value": "Phantom Assassin"
  },
  {
    "key": "45",
    "value": "Pugna"
  },
  {
    "key": "46",
    "value": "Templar Assassin"
  },
  {
    "key": "47",
    "value": "Viper"
  },
  {
    "key": "48",
    "value": "Luna"
  },
  {
    "key": "49",
    "value": "Dragon Knight"
  },
  {
    "key": "50",
    "value": "Dazzle"
  },
  {
    "key": "51",
    "value": "Clockwerk"
  },
  {
    "key": "52",
    "value": "Leshrac"
  },
  {
    "key": "53",
    "value": "Nature's Prophet"
  },
  {
    "key": "54",
    "value": "Lifestealer"
  },
  {
    "key": "55",
    "value": "Dark Seer"
  },
  {
    "key": "56",
    "value": "Clinkz"
  },
  {
    "key": "57",
    "value": "Omniknight"
  },
  {
    "key": "58",
    "value": "Enchantress"
  },
  {
    "key": "59",
    "value": "Huskar"
  },
  {
    "key": "60",
    "value": "Night Stalker"
  },
  {
    "key": "61",
    "value": "Broodmother"
  },
  {
    "key": "62",
    "value": "Bounty Hunter"
  },
  {
    "key": "63",
    "value": "Weaver"
  },
  {
    "key": "64",
    "value": "Jakiro"
  },
  {
    "key": "65",
    "value": "Batrider"
  },
  {
    "key": "66",
    "value": "Chen"
  },
  {
    "key": "67",
    "value": "Spectre"
  },
  {
    "key": "68",
    "value": "Ancient Apparition"
  },
  {
    "key": "69",
    "value": "Doom"
  },
  {
    "key": "70",
    "value": "Ursa"
  },
  {
    "key": "71",
    "value": "Spirit Breaker"
  },
  {
    "key": "72",
    "value": "Gyrocopter"
  },
  {
    "key": "73",
    "value": "Alchemist"
  },
  {
    "key": "74",
    "value": "Invoker"
  },
  {
    "key": "75",
    "value": "Silencer"
  },
  {
    "key": "76",
    "value": "Outworld Devourer"
  },
  {
    "key": "77",
    "value": "Lycanthrope"
  },
  {
    "key": "78",
    "value": "Brewmaster"
  },
  {
    "key": "79",
    "value": "Shadow Demon"
  },
  {
    "key": "80",
    "value": "Lone Druid"
  },
  {
    "key": "81",
    "value": "Chaos Knight"
  },
  {
    "key": "82",
    "value": "Meepo"
  },
  {
    "key": "83",
    "value": "Treant Protector"
  },
  {
    "key": "84",
    "value": "Ogre Magi"
  },
  {
    "key": "85",
    "value": "Undying"
  },
  {
    "key": "86",
    "value": "Rubick"
  },
  {
    "key": "87",
    "value": "Disruptor"
  },
  {
    "key": "88",
    "value": "Nyx Assassin"
  },
  {
    "key": "89",
    "value": "Naga Siren"
  },
  {
    "key": "90",
    "value": "Keeper of the Light"
  },
  {
    "key": "91",
    "value": "Wisp"
  },
  {
    "key": "92",
    "value": "Visage"
  },
  {
    "key": "93",
    "value": "Slark"
  },
  {
    "key": "94",
    "value": "Medusa"
  },
  {
    "key": "95",
    "value": "Troll Warlord"
  },
  {
    "key": "96",
    "value": "Centaur Warrunner"
  },
  {
    "key": "97",
    "value": "Magnus"
  },
  {
    "key": "98",
    "value": "Timbersaw"
  },
  {
    "key": "99",
    "value": "Bristleback"
  },
  {
    "key": "100",
    "value": "Tusk"
  },
  {
    "key": "101",
    "value": "Skywrath Mage"
  },
  {
    "key": "102",
    "value": "Abaddon"
  },
  {
    "key": "103",
    "value": "Elder Titan"
  },
  {
    "key": "104",
    "value": "Legion Commander"
  },
  {
    "key": "105",
    "value": "Techies"
  },
  {
    "key": "106",
    "value": "Ember Spirit"
  },
  {
    "key": "107",
    "value": "Earth Spirit"
  },
  {
    "key": "108",
    "value": "Abyssal Underlord"
  },
  {
    "key": "109",
    "value": "Terrorblade"
  },
  {
    "key": "110",
    "value": "Phoenix"
  },
  {
    "key": "111",
    "value": "Oracle"
  },
  {
    "key": "112",
    "value": "Winter Wyvern"
  },
  {
    "key": "113",
    "value": "Arc Warden"
  },
  {
    "key": "114",
    "value": "Monkey King"
  }
]