Riot_match_collector.ipynb

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  "metadata": {
    "colab": {
      "name": "riot_match_collector.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "F-A31lwHgGDw"
      },
      "source": [
        "Needed:\n",
        "\n",
        "* **Queue** = \"solo/duo\"\n",
        "\n",
        "  - queue_type: \"Ranked Solo/Duo\"\n",
        "\n",
        "   -  highestTierAchieved: RANKED_SOLO_5x5\n",
        "\n",
        "* ranked match\n",
        "* several players\n",
        "* different players' ranks --> **tier**\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aUtkrt1SW9St"
      },
      "source": [
        "import requests\n",
        "import time\n",
        "import random\n",
        "import json\n",
        "from google.colab import files"
      ],
      "execution_count": 211,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NhyTzuyUXE1D"
      },
      "source": [
        "def get_leagues(platform, api):\n",
        "  \"\"\"\n",
        "  returns 200 summonerNames from master, grandmaster and challenger leagues in the given platform\n",
        "  \"\"\"\n",
        "\n",
        "  leagues = ['challengerleagues', 'grandmasterleagues', 'masterleagues']\n",
        "  \n",
        "  url_challenger = 'https://'+ platform + '.api.riotgames.com/lol/league/v4/'+ leagues[0]  + '/by-queue/RANKED_SOLO_5x5?api_key=' + api\n",
        "  response = requests.get(url_challenger)\n",
        "  lis = response.json()['entries']\n",
        "  summonerName_c = [sub['summonerName'] for sub in lis[0:67]]\n",
        "\n",
        "  url_grandmaster = 'https://'+ platform + '.api.riotgames.com/lol/league/v4/'+ leagues[1]  + '/by-queue/RANKED_SOLO_5x5?api_key=' + api\n",
        "  response = requests.get(url_grandmaster)\n",
        "  lis = response.json()['entries']\n",
        "  summonerName_g = [sub['summonerName'] for sub in lis[0:67]]\n",
        "\n",
        "  url_master = 'https://'+ platform + '.api.riotgames.com/lol/league/v4/'+ leagues[2]  + '/by-queue/RANKED_SOLO_5x5?api_key=' + api\n",
        "  response = requests.get(url_master)\n",
        "  lis = response.json()['entries']\n",
        "  summonerName_m = [sub['summonerName'] for sub in lis[0:66]]\n",
        "\n",
        "  summonerName = summonerName_c + summonerName_g + summonerName_m\n",
        "\n",
        "  return summonerName\n",
        "\n",
        "\n",
        "\n",
        "def get_puuid(platform, api, summonerNames):\n",
        "\n",
        "  puuid_list = []\n",
        "  for name in summonerNames:\n",
        "\n",
        "    url = 'https://' + platform.lower() + '.api.riotgames.com/lol/summoner/v4/summoners/by-name/'  + name + '?api_key=' + api\n",
        "    response = requests.get(url).json()\n",
        "    if response.get('status'):\n",
        "      continue\n",
        "    puuid = response['puuid']\n",
        "    puuid_list.append(puuid)\n",
        "    print(len(puuid_list))\n",
        "  return puuid_list\n",
        "\n",
        "\n",
        "\n",
        "def get_matchId(region, api, puuids):\n",
        "\n",
        "  matchId_list = []\n",
        "  for puuid in puuids:\n",
        "    url = 'https://'+ region +'.api.riotgames.com/lol/match/v5/matches/by-puuid/'+ puuid +'/ids?start=0&count=10&api_key=' + api\n",
        "    response = requests.get(url).json()\n",
        "\n",
        "    # If rate limit is exceeded\n",
        "    if isinstance(response, dict):\n",
        "      print(response['status']['message'])\n",
        "      time.sleep(120)\n",
        "      url = 'https://'+ region +'.api.riotgames.com/lol/match/v5/matches/by-puuid/'+ puuid +'/ids?start=0&count=10&api_key=' + api\n",
        "      response = requests.get(url).json()\n",
        "\n",
        "    matchId_list.extend(response)\n",
        "\n",
        "  return matchId_list\n",
        "\n",
        "\n",
        "\n",
        "def get_matches(region, api, matchIds):\n",
        "\n",
        "  matches = []\n",
        "  i = 0\n",
        "  random_indices = random.sample(range(0, len(matchIds)-1), 1000)\n",
        "  for ind in random_indices:\n",
        "    time.sleep(0.01)\n",
        "    url = 'https://' + region + '.api.riotgames.com/lol/match/v5/matches/' + matchIds[ind] + '?api_key=' + api\n",
        "    response = requests.get(url).json()\n",
        "\n",
        "    # If rate limit is exceeded\n",
        "    while response.get('status'):\n",
        "      print(response['status']['message'])\n",
        "      time.sleep(40)\n",
        "      url = 'https://' + region + '.api.riotgames.com/lol/match/v5/matches/' + matchIds[ind] + '?api_key=' + api\n",
        "      response = requests.get(url).json()\n",
        "    \n",
        "    i+=1\n",
        "    print(i)\n",
        "    matches.append(response)\n",
        "\n",
        "  return matches"
      ],
      "execution_count": 223,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "MCCUDpe8vCgv"
      },
      "source": [
        "api = 'Your Api Key'\n",
        "\n",
        "platform = ['BR1', 'eun1', 'EUW1', 'JP1', 'KR', 'LA1', 'LA2', 'NA1', 'OC1', 'RU', 'TR1']\n",
        "region = 'americas'"
      ],
      "execution_count": 106,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "30kA_ByjX8Hy"
      },
      "source": [
        "#get_matchId('europe', api, 'ZUrc3lOF-x8yDphAdyFNHUw33ms2bEPkxXwfm52FbX2KlicbeAfHP1y07lrIJOxrhIJtVtkiCwwXNg')\n",
        "\n",
        "summonerNames = get_leagues(platform[0], api)"
      ],
      "execution_count": 107,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "43ceLLAtoHDd",
        "outputId": "05ed84ef-fdd0-4ed5-d5c3-0eee0e5c4923"
      },
      "source": [
        "len(summonerNames)"
      ],
      "execution_count": 108,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "200"
            ]
          },
          "metadata": {},
          "execution_count": 108
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "jn9maUG_gEHh",
        "outputId": "ecea3c9c-c088-49a4-aefb-d42108517566"
      },
      "source": [
        "res = get_puuid(platform[0], api, summonerNames)"
      ],
      "execution_count": 218,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_y_FvsNccc5d",
        "outputId": "49f1181f-b703-466b-e1a4-17600a8f7833"
      },
      "source": [
        "len(res)"
      ],
      "execution_count": 110,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "174"
            ]
          },
          "metadata": {},
          "execution_count": 110
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gWwPQwKJog_9"
      },
      "source": [
        "res"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "t0QTNzNQu48E",
        "outputId": "d9090cec-848a-472d-c48c-23bf08eab4cb"
      },
      "source": [
        "match_ids = get_matchId(region, api, res)"
      ],
      "execution_count": 168,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "['BR1_2400159935', 'BR1_2400148775', 'BR1_2400284962', 'BR1_2398675606', 'BR1_2397863343', 'BR1_2397810459', 'BR1_2397756705', 'BR1_2396043660', 'BR1_2395573180', 'BR1_2395536956']\n",
            "['BR1_2403079157', 'BR1_2402842147', 'BR1_2402604882', 'BR1_2402602803', 'BR1_2402588881', 'BR1_2402583799', 'BR1_2402405344', 'BR1_2402341565', 'BR1_2402262333', 'BR1_2395423234']\n",
            "['BR1_2405282785', 'BR1_2405221081', 'BR1_2405215249', 'BR1_2405160292', 'BR1_2405116757', 'BR1_2405143175', 'BR1_2405092529', 'BR1_2403871648', 'BR1_2403866509', 'BR1_2403864284']\n",
            "['BR1_2405460117', 'BR1_2405426513', 'BR1_2405405941', 'BR1_2405423778', 'BR1_2405394126', 'BR1_2405364189', 'BR1_2393681319', 'BR1_2392339718', 'BR1_2392306615', 'BR1_2392320116']\n",
            "['BR1_2405339667', 'BR1_2405328491', 'BR1_2405297078', 'BR1_2405342902', 'BR1_2401533595', 'BR1_2401572653', 'BR1_2401492905', 'BR1_2401156752', 'BR1_2400783538', 'BR1_2400833196']\n",
            "['BR1_2403901703', 'BR1_2402337570', 'BR1_2402372528', 'BR1_2402277323', 'BR1_2401784086', 'BR1_2398740100', 'BR1_2396381356', 'BR1_2396259786', 'BR1_2396295047', 'BR1_2396263201']\n",
            "['BR1_2405840185', 'BR1_2405650910', 'BR1_2405286787', 'BR1_2403299464', 'BR1_2402872591', 'BR1_2401144130', 'BR1_2401142391', 'BR1_2401150554', 'BR1_2400460668', 'BR1_2400400705']\n",
            "['BR1_2394243788', 'BR1_2393702643', 'BR1_2393637047', 'BR1_2393693341', 'BR1_2393627093', 'BR1_2391019348', 'BR1_2391076930', 'BR1_2391022552', 'BR1_2385973021', 'BR1_2385899219']\n",
            "['BR1_2405300022', 'BR1_2405237720', 'BR1_2402273307', 'BR1_2401087709', 'BR1_2401054434', 'BR1_2401062789', 'BR1_2400484917', 'BR1_2398335400', 'BR1_2398384517', 'BR1_2398473391']\n",
            "['BR1_2405388705', 'BR1_2405416730', 'BR1_2405217581', 'BR1_2405010612', 'BR1_2404391786', 'BR1_2403921312', 'BR1_2403839911', 'BR1_2403137261', 'BR1_2403115149', 'BR1_2403079187']\n",
            "['BR1_2404149235', 'BR1_2402863877', 'BR1_2402870666', 'BR1_2399318857', 'BR1_2398745489', 'BR1_2398762569', 'BR1_2398544695', 'BR1_2398540949', 'BR1_2398219184', 'BR1_2398197722']\n",
            "['BR1_2404445824', 'BR1_2403486586', 'BR1_2403504360', 'BR1_2402779434', 'BR1_2402757998', 'BR1_2402401672', 'BR1_2402267350', 'BR1_2401770435', 'BR1_2401744275', 'BR1_2401528705']\n",
            "['BR1_2397643454', 'BR1_2397404058', 'BR1_2397401794', 'BR1_2397104089', 'BR1_2397058923', 'BR1_2397034760', 'BR1_2397040062', 'BR1_2396980497', 'BR1_2396896988', 'BR1_2396941462']\n",
            "['BR1_2398343604', 'BR1_2398362903', 'BR1_2398332763', 'BR1_2398027605', 'BR1_2396153873', 'BR1_2395610533', 'BR1_2395354495', 'BR1_2395390786', 'BR1_2394966727', 'BR1_2394925731']\n",
            "['BR1_2405308838', 'BR1_2404289786', 'BR1_2404258223', 'BR1_2402936192', 'BR1_2402943127', 'BR1_2401044390', 'BR1_2401071780', 'BR1_2399766483', 'BR1_2399823669', 'BR1_2398079910']\n",
            "['BR1_2405421143', 'BR1_2405410943', 'BR1_2405381033', 'BR1_2405239378', 'BR1_2405247504', 'BR1_2405263691', 'BR1_2404865640', 'BR1_2404882434', 'BR1_2404674817', 'BR1_2404684466']\n",
            "['BR1_2404544569', 'BR1_2398466662', 'BR1_2398036106', 'BR1_2397195352', 'BR1_2397230716', 'BR1_2395366343', 'BR1_2395104132', 'BR1_2395100659', 'BR1_2394975828', 'BR1_2394924088']\n",
            "['BR1_2405426513', 'BR1_2405375715', 'BR1_2405391963', 'BR1_2405232945', 'BR1_2405168800', 'BR1_2405183041', 'BR1_2405147781', 'BR1_2404462721', 'BR1_2404431202', 'BR1_2404016062']\n",
            "['BR1_2405860658', 'BR1_2405676500', 'BR1_2403846243', 'BR1_2403675088', 'BR1_2403701054', 'BR1_2403607335', 'BR1_2403468863', 'BR1_2403487122', 'BR1_2403465207', 'BR1_2403492830']\n",
            "['BR1_2403348726', 'BR1_2402290814', 'BR1_2402196843', 'BR1_2402173027', 'BR1_2399597654', 'BR1_2399572274', 'BR1_2398708975', 'BR1_2394591705', 'BR1_2393415051', 'BR1_2393403763']\n",
            "['BR1_2405738110', 'BR1_2405734967', 'BR1_2405670107', 'BR1_2405165230', 'BR1_2405160296', 'BR1_2405125745', 'BR1_2405140534', 'BR1_2405057975', 'BR1_2404309452', 'BR1_2404364009']\n",
            "['BR1_2404627241', 'BR1_2404635283', 'BR1_2404593635', 'BR1_2404152948', 'BR1_2403518952', 'BR1_2403468763', 'BR1_2403512751', 'BR1_2403471505', 'BR1_2402740763', 'BR1_2402689551']\n",
            "['BR1_2398483167', 'BR1_2398299730', 'BR1_2398297549', 'BR1_2395208900', 'BR1_2395189923', 'BR1_2395136778', 'BR1_2395099611', 'BR1_2395084469', 'BR1_2394996823', 'BR1_2395031575']\n",
            "['BR1_2405441704', 'BR1_2404649057', 'BR1_2404608523', 'BR1_2404605468', 'BR1_2404536235', 'BR1_2404488913', 'BR1_2404367515', 'BR1_2404300545', 'BR1_2404296890', 'BR1_2404129386']\n",
            "['BR1_2405609476', 'BR1_2405523619', 'BR1_2405323688', 'BR1_2405251873', 'BR1_2405177313', 'BR1_2405164447', 'BR1_2404616662', 'BR1_2404578655', 'BR1_2404209849', 'BR1_2403894124']\n",
            "['BR1_2405216144', 'BR1_2405049048', 'BR1_2405055945', 'BR1_2404411535', 'BR1_2404400200', 'BR1_2404305320', 'BR1_2403657705', 'BR1_2403614831', 'BR1_2403121753', 'BR1_2403028656']\n",
            "['BR1_2402303250', 'BR1_2402189207', 'BR1_2402202866', 'BR1_2402117402', 'BR1_2402143967', 'BR1_2401495757', 'BR1_2401510315', 'BR1_2401425474', 'BR1_2401369028', 'BR1_2401364037']\n",
            "['BR1_2405739853', 'BR1_2405508990', 'BR1_2405526819', 'BR1_2405524241', 'BR1_2405468088', 'BR1_2405236926', 'BR1_2405224026', 'BR1_2405156557', 'BR1_2405139760', 'BR1_2404640429']\n",
            "['BR1_2404344790', 'BR1_2404332593', 'BR1_2403735942', 'BR1_2402172616', 'BR1_2401710001', 'BR1_2401255482', 'BR1_2401034474', 'BR1_2401010013', 'BR1_2400139720', 'BR1_2400109626']\n",
            "['BR1_2405547000', 'BR1_2405545269', 'BR1_2405543028', 'BR1_2405511359', 'BR1_2405469741', 'BR1_2405297078', 'BR1_2405342902', 'BR1_2402303250', 'BR1_2402188436', 'BR1_2402202866']\n",
            "['BR1_2405711668', 'BR1_2405790937', 'BR1_2405710600', 'BR1_2405614566', 'BR1_2405549299', 'BR1_2405544406', 'BR1_2405410943', 'BR1_2405381033', 'BR1_2405355111', 'BR1_2405352637']\n",
            "['BR1_2400939193', 'BR1_2400830811', 'BR1_2400059973', 'BR1_2400068885', 'BR1_2397717506', 'BR1_2396112134', 'BR1_2396049226', 'BR1_2394308462', 'BR1_2394286451', 'BR1_2393708675']\n",
            "['BR1_2405540067', 'BR1_2405254259', 'BR1_2404889003', 'BR1_2404837321', 'BR1_2404883389', 'BR1_2404759897', 'BR1_2404691103', 'BR1_2404648960', 'BR1_2404598636', 'BR1_2404514626']\n",
            "['BR1_2405460379', 'BR1_2405389654', 'BR1_2405417415', 'BR1_2405425507', 'BR1_2405038281', 'BR1_2405036181', 'BR1_2405014836', 'BR1_2404839417', 'BR1_2404886024', 'BR1_2404932358']\n",
            "['BR1_2405850085', 'BR1_2405009452', 'BR1_2405567589', 'BR1_2405390007', 'BR1_2405347402', 'BR1_2405304390', 'BR1_2405301784', 'BR1_2405198528', 'BR1_2405036674', 'BR1_2404478503']\n",
            "['BR1_2405637572', 'BR1_2405563378', 'BR1_2405359056', 'BR1_2404864791', 'BR1_2404882158', 'BR1_2404703066', 'BR1_2404672988', 'BR1_2404692258', 'BR1_2404701614', 'BR1_2404690972']\n",
            "['BR1_2400069816', 'BR1_2400618378', 'BR1_2400674592', 'BR1_2397417841', 'BR1_2396609059', 'BR1_2395947511', 'BR1_2394329967', 'BR1_2393317298', 'BR1_2393335800', 'BR1_2393304119']\n",
            "['BR1_2405311840', 'BR1_2405227212', 'BR1_2405241343', 'BR1_2403894818', 'BR1_2403931712', 'BR1_2403839473', 'BR1_2403845634', 'BR1_2403862241', 'BR1_2398708975', 'BR1_2398684089']\n",
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            "{'status': {'message': 'Rate limit exceeded', 'status_code': 429}}\n",
            "Rate limit exceeded\n",
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            "['BR1_2405341497', 'BR1_2405268737', 'BR1_2405275140', 'BR1_2405271610', 'BR1_2405142387', 'BR1_2404593610', 'BR1_2404579164', 'BR1_2404215315', 'BR1_2404215149', 'BR1_2404351595']\n",
            "['BR1_2404370641', 'BR1_2404308153', 'BR1_2403858417', 'BR1_2403230607', 'BR1_2403126976', 'BR1_2403152915', 'BR1_2403089910', 'BR1_2403045903', 'BR1_2402570290', 'BR1_2399133030']\n",
            "['BR1_2401084562', 'BR1_2401033009', 'BR1_2400927628', 'BR1_2399286711', 'BR1_2399312668', 'BR1_2397916268', 'BR1_2397902084', 'BR1_2397721654', 'BR1_2397355914', 'BR1_2397217240']\n",
            "['BR1_2405739970', 'BR1_2405694938', 'BR1_2405731791', 'BR1_2405598932', 'BR1_2405585726', 'BR1_2405610977', 'BR1_2405290940', 'BR1_2405277000', 'BR1_2405218101', 'BR1_2405193704']\n",
            "['BR1_2405185710', 'BR1_2403157120', 'BR1_2403104975', 'BR1_2403141150', 'BR1_2401903420', 'BR1_2401912553', 'BR1_2401135325', 'BR1_2401123923', 'BR1_2401170911', 'BR1_2401079301']\n",
            "['BR1_2405592250', 'BR1_2405570644', 'BR1_2404272369', 'BR1_2404159538', 'BR1_2404117571', 'BR1_2403986795', 'BR1_2403976325', 'BR1_2403966021', 'BR1_2403945881', 'BR1_2403994540']\n",
            "['BR1_2404839697', 'BR1_2404257993', 'BR1_2400707884', 'BR1_2398519341', 'BR1_2397219459', 'BR1_2397178108', 'BR1_2397214299', 'BR1_2397172317', 'BR1_2397052707', 'BR1_2396997879']\n",
            "['BR1_2405912401', 'BR1_2405252894', 'BR1_2405199398', 'BR1_2405185857', 'BR1_2405149471', 'BR1_2405137018', 'BR1_2404490335', 'BR1_2404396603', 'BR1_2403868837', 'BR1_2403815100']\n",
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            "['BR1_2405743266', 'BR1_2405525424', 'BR1_2405503263', 'BR1_2405441152', 'BR1_2405078120', 'BR1_2405041215', 'BR1_2404698064', 'BR1_2404677574', 'BR1_2404132953', 'BR1_2404170369']\n",
            "['BR1_2405617639', 'BR1_2399966630', 'BR1_2399268101', 'BR1_2399323515', 'BR1_2399270946', 'BR1_2399209674', 'BR1_2399053637', 'BR1_2398601223', 'BR1_2398587203', 'BR1_2395100702']\n",
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            "['BR1_2405881777', 'BR1_2405708784', 'BR1_2405693578', 'BR1_2405586347', 'BR1_2405603337', 'BR1_2405517648', 'BR1_2405563939', 'BR1_2405522622', 'BR1_2405472044', 'BR1_2405409893']\n",
            "['BR1_2404323126', 'BR1_2404286088', 'BR1_2404293144', 'BR1_2403492794', 'BR1_2403481004', 'BR1_2402788722', 'BR1_2401138649', 'BR1_2401147898', 'BR1_2401117374', 'BR1_2401174764']\n",
            "['BR1_2402729380', 'BR1_2402727621', 'BR1_2400633658', 'BR1_2400651441', 'BR1_2400549839', 'BR1_2400533370', 'BR1_2400531273', 'BR1_2400470502', 'BR1_2400438489', 'BR1_2400437517']\n",
            "['BR1_2404767260', 'BR1_2395253727', 'BR1_2395240241', 'BR1_2395081920', 'BR1_2394998025', 'BR1_2394796148', 'BR1_2394862982', 'BR1_2393178215', 'BR1_2386846982', 'BR1_2386844310']\n",
            "['BR1_2405502331', 'BR1_2405468298', 'BR1_2405495068', 'BR1_2405431102', 'BR1_2405408709', 'BR1_2405426500', 'BR1_2405425271', 'BR1_2405384811', 'BR1_2405137559', 'BR1_2405104530']\n",
            "['BR1_2405497076', 'BR1_2404157641', 'BR1_2403038254', 'BR1_2402706266', 'BR1_2399114505', 'BR1_2399112455', 'BR1_2399050963', 'BR1_2398291436', 'BR1_2398230634', 'BR1_2397611973']\n",
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            "['BR1_2405081548', 'BR1_2405058022', 'BR1_2404490422', 'BR1_2404376500', 'BR1_2399908721', 'BR1_2397319521', 'BR1_2397376238', 'BR1_2397375342', 'BR1_2397325820', 'BR1_2397334689']\n",
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            "['BR1_2405516889', 'BR1_2405492341', 'BR1_2403003042', 'BR1_2402864477', 'BR1_2402823411', 'BR1_2402546068', 'BR1_2402544119', 'BR1_2402349319', 'BR1_2402241872', 'BR1_2401739102']\n",
            "['BR1_2405198528', 'BR1_2405183041', 'BR1_2405160091', 'BR1_2405125583', 'BR1_2405103855', 'BR1_2403855089', 'BR1_2403736709', 'BR1_2403743776', 'BR1_2403254033', 'BR1_2403252122']\n",
            "['BR1_2402586956', 'BR1_2402554404', 'BR1_2402570475', 'BR1_2401112421', 'BR1_2401099827', 'BR1_2401048031', 'BR1_2401085678', 'BR1_2401043646', 'BR1_2401100132', 'BR1_2399544074']\n",
            "['BR1_2403274500', 'BR1_2403099879', 'BR1_2401121644', 'BR1_2401058940', 'BR1_2401085909', 'BR1_2400638529', 'BR1_2400654782', 'BR1_2400377787', 'BR1_2399916757', 'BR1_2399817199']\n",
            "['BR1_2405441704', 'BR1_2404649057', 'BR1_2404608523', 'BR1_2404605468', 'BR1_2404536235', 'BR1_2404488913', 'BR1_2404367515', 'BR1_2404300545', 'BR1_2404296890', 'BR1_2404129386']\n",
            "['BR1_2405758405', 'BR1_2405511113', 'BR1_2405477471', 'BR1_2405390009', 'BR1_2405329108', 'BR1_2405298006', 'BR1_2405354926', 'BR1_2405300617', 'BR1_2405206636', 'BR1_2405181776']\n",
            "['BR1_2405546633', 'BR1_2405514862', 'BR1_2405502121', 'BR1_2405550071', 'BR1_2405479498', 'BR1_2405397821', 'BR1_2405367100', 'BR1_2403949889', 'BR1_2403958660', 'BR1_2403958024']\n",
            "['BR1_2399806869', 'BR1_2399785685', 'BR1_2399311600', 'BR1_2398865931', 'BR1_2397701617', 'BR1_2397327328', 'BR1_2395871927', 'BR1_2390933203', 'BR1_2390930060', 'BR1_2390582058']\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "OeOtcgf10M7_",
        "outputId": "63030117-1e70-4069-fe1c-6d2736df1119"
      },
      "source": [
        "match_ids"
      ],
      "execution_count": 169,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              " 'BR1_2403486746',\n",
              " ...]"
            ]
          },
          "metadata": {},
          "execution_count": 169
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CZSRtwyQ0NtH",
        "outputId": "9d4b7210-65a2-46a6-b401-42d4c8e236ee"
      },
      "source": [
        "len(match_ids)"
      ],
      "execution_count": 170,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "1740"
            ]
          },
          "metadata": {},
          "execution_count": 170
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "gSKKBcj058cT",
        "outputId": "1ac00ca5-fd0f-498b-e821-2079ecc4e505"
      },
      "source": [
        "matches = get_matches(region, api, match_ids)"
      ],
      "execution_count": 224,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VL3Mf0QXCfam"
      },
      "source": [
        "matches"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "p6-oxS5zDg7J",
        "outputId": "43f19a6e-b24e-4e7c-bc90-50cd1e6fd2ee"
      },
      "source": [
        "len(matches)"
      ],
      "execution_count": 225,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "1000"
            ]
          },
          "metadata": {},
          "execution_count": 225
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lVSzhFgKPOtp"
      },
      "source": [
        "with open('matches', 'w') as f:\n",
        "  json.dump(matches, f)"
      ],
      "execution_count": 226,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "id": "obsJZ51DQzfm",
        "outputId": "1ea0f63a-529e-40b9-ac63-b2a3ec2fe31d"
      },
      "source": [
        "files.download(\"matches\")"
      ],
      "execution_count": 227,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "\n",
              "    async function download(id, filename, size) {\n",
              "      if (!google.colab.kernel.accessAllowed) {\n",
              "        return;\n",
              "      }\n",
              "      const div = document.createElement('div');\n",
              "      const label = document.createElement('label');\n",
              "      label.textContent = `Downloading \"${filename}\": `;\n",
              "      div.appendChild(label);\n",
              "      const progress = document.createElement('progress');\n",
              "      progress.max = size;\n",
              "      div.appendChild(progress);\n",
              "      document.body.appendChild(div);\n",
              "\n",
              "      const buffers = [];\n",
              "      let downloaded = 0;\n",
              "\n",
              "      const channel = await google.colab.kernel.comms.open(id);\n",
              "      // Send a message to notify the kernel that we're ready.\n",
              "      channel.send({})\n",
              "\n",
              "      for await (const message of channel.messages) {\n",
              "        // Send a message to notify the kernel that we're ready.\n",
              "        channel.send({})\n",
              "        if (message.buffers) {\n",
              "          for (const buffer of message.buffers) {\n",
              "            buffers.push(buffer);\n",
              "            downloaded += buffer.byteLength;\n",
              "            progress.value = downloaded;\n",
              "          }\n",
              "        }\n",
              "      }\n",
              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
              "      const a = document.createElement('a');\n",
              "      a.href = window.URL.createObjectURL(blob);\n",
              "      a.download = filename;\n",
              "      div.appendChild(a);\n",
              "      a.click();\n",
              "      div.remove();\n",
              "    }\n",
              "  "
            ],
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "download(\"download_cc95096a-ef79-459a-86f5-81e7c4404f5d\", \"matches\", 32293530)"
            ],
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "V2n8O0D-RfGY"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}