from src import transform as tr from pytest import fixture @fixture def profile(): return { "highlights": [ { "createdAt": "2023-12-10T22:36:26.813Z", "description": "AK-47 4K on Overpass", "gameId": "4647ec10-dc9a-4afd-b9e0-144a462970b2", "id": "7f4fc8a6-6198-47e1-aa96-f455b70b1f04", "isPinned": True, "pendingPro": False, "rankValue": None, "roundNumber": 20, "steam64Id": "76561198036388580", "thumbnailUrl": "https://media.allstar.gg/6269b3881c45be12afd59318/thumbs/657bcaac1a8ab6000d65a27f_thumb.jpg", "url": "https://allstar.gg/iframe?clip=657bcaac1a8ab6000d65a27f&known=false&platform=L202211&useCase=WC&sid=76561198036388580", "username": "skaterCS", }, { "createdAt": "2023-12-24T02:15:57.052Z", "description": "AK-47 4K on Vertigo", "gameId": "5699e90e-ec76-4ed8-99f3-7905315960ae", "id": "6e3d2aa4-cf57-44b4-8d85-c771a4d4d5b6", "isPinned": True, "pendingPro": False, "rankValue": None, "roundNumber": 18, "steam64Id": "76561198036388580", "thumbnailUrl": "https://media.allstar.gg/6269b3881c45be12afd59318/thumbs/658e3f6d0c66ff000d4e93a3_thumb.jpg", "url": "https://allstar.gg/iframe?clip=658e3f6d0c66ff000d4e93a3&known=false&platform=L202211&useCase=WC&sid=76561198036388580", "username": "skaterCS", }, { "createdAt": "2023-12-31T23:53:11.150Z", "description": "4K on Anubis", "gameId": "2466135e-aae5-4966-a11f-477cceee6499", "id": "51aac0ff-5140-46ad-8e46-db6d752f99b1", "isPinned": False, "pendingPro": False, "rankValue": None, "roundNumber": 6, "steam64Id": "76561198036388580", "thumbnailUrl": "https://media.allstar.gg/6269b3881c45be12afd59318/thumbs/6597a2d4589d590012898af7_thumb.jpg", "url": "https://allstar.gg/iframe?clip=6597a2d4589d590012898af7&known=false&platform=L202211&useCase=WC&sid=76561198036388580", "username": "skaterCS", }, { "createdAt": "2024-01-08T00:48:19.753Z", "description": "AK-47 4K on Inferno", "gameId": "6691ea4b-4d5d-4ffc-aabd-ac6f2ce291c0", "id": "e85ca957-e6cb-4d96-9f02-1850af23d5b0", "isPinned": False, "pendingPro": False, "rankValue": None, "roundNumber": 22, "steam64Id": "76561198036388580", "thumbnailUrl": "https://media.allstar.gg/6269b3881c45be12afd59318/thumbs/65a108eba0d42f000c9af008_thumb.jpg", "url": "https://allstar.gg/iframe?clip=65a108eba0d42f000c9af008&known=false&platform=L202211&useCase=WC&sid=76561198036388580", "username": "skaterCS", }, { "createdAt": "2024-01-13T20:50:07.002Z", "description": "AK-47 4K on Ancient", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "id": "90af8cd2-3224-4bc6-9dc9-d778ed93339c", "isPinned": False, "pendingPro": False, "rankValue": None, "roundNumber": 10, "steam64Id": "76561198036388580", "thumbnailUrl": "https://media.allstar.gg/6269b3881c45be12afd59318/thumbs/65ac1f0b230e6e000dba9cbc_thumb.jpg", "url": "https://allstar.gg/iframe?clip=65ac1f0b230e6e000dba9cbc&known=false&platform=L202211&useCase=WC&sid=76561198036388580", "username": "skaterCS", }, ], "personalBests": [], "recentGameRatings": { "aim": 67.72418696226975, "positioning": 36.31694139929697, "utility": 51.595349880463615, "gamesPlayed": 30, "leetifyRatingRounds": 620, "clutch": 0.13, "ctLeetify": -0.0114, "leetify": -0.0121, "opening": -0.0598, "tLeetify": -0.0128, }, "teammates": [ { "isCollector": False, "isProPlan": False, "leetifyUserId": "5e28e0c9-4b01-4fa3-b568-c9ae56ed8ac1", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 32, "profileUserLeetifyRating": -0.0016909883720930246, "rank": { "type": "premier", "dataSource": "matchmaking", "skillLevel": 15267, }, "steam64Id": "76561198228115488", "steamAvatarUrl": "https://avatars.steamstatic.com/361d26bb315644059663ab9c32479c09bddbcb96_full.jpg", "steamNickname": "AustinShyd", "teammateLeetifyRating": 0.013207703488372092, "winRateTogether": 0.5666666666666667, }, { "isCollector": False, "isProPlan": True, "leetifyUserId": "8c3a9cb5-faaf-4401-ae9a-72f5e8528651", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 21, "profileUserLeetifyRating": -0.0037864444444444456, "rank": {"dataSource": "faceit", "skillLevel": 6}, "steam64Id": "76561198376400117", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/8e0029277f9fe4f57d9319d6143cbf72df0d717f_full.jpg", "steamNickname": "TiMe_TrAvLeR87", "teammateLeetifyRating": -0.002907555555555556, "winRateTogether": 0.5714285714285714, }, { "isCollector": False, "isProPlan": False, "leetifyUserId": "163b492d-931d-4021-bdb9-6e6d4f37b2b2", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 11, "profileUserLeetifyRating": 0.01336536964980545, "rank": { "type": "premier", "dataSource": "matchmaking", "skillLevel": 9135, }, "steam64Id": "76561198019127603", "steamAvatarUrl": "https://avatars.steamstatic.com/b93f04b9194fba8980a2dc74947d47d0087ba113_full.jpg", "steamNickname": "Lit Taco", "teammateLeetifyRating": -0.02468832684824903, "winRateTogether": 0.6363636363636364, }, { "isCollector": False, "isProPlan": False, "leetifyUserId": "a47ba360-5fb1-4b88-b701-31f7c7ae4659", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 27, "profileUserLeetifyRating": 0.014388762214983713, "rank": {"dataSource": "faceit", "skillLevel": 2}, "steam64Id": "76561197992874735", "steamAvatarUrl": "https://avatars.steamstatic.com/1982d13a52fa8e8364d681966972a1de70a36c64_full.jpg", "steamNickname": "Mela", "teammateLeetifyRating": -0.02852671009771987, "winRateTogether": 0.5185185185185185, }, { "isCollector": False, "isProPlan": False, "leetifyUserId": "f6b4342b-3779-4144-9e53-9d4d408a315c", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 22, "profileUserLeetifyRating": 0.013741448692152916, "rank": {"dataSource": "faceit", "skillLevel": 6}, "steam64Id": "76561199022813257", "steamAvatarUrl": "https://avatars.steamstatic.com/1ce49c3e9b812ab90ef16d34bfaf60193e7a7489_full.jpg", "steamNickname": "Sharky", "teammateLeetifyRating": 0.02733762575452716, "winRateTogether": 0.5, }, { "isCollector": False, "isProPlan": False, "leetifyUserId": "95921f4b-e2aa-466a-adce-4b53b220cc2d", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 13, "profileUserLeetifyRating": -0.0076067375886524815, "rank": { "type": "premier", "dataSource": "matchmaking", "skillLevel": 14568, }, "steam64Id": "76561199046277694", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/ccd7f5b712406dbbfccc544005fd4731a777c5a1_full.jpg", "steamNickname": "fwdz", "teammateLeetifyRating": 0.03853794326241135, "winRateTogether": 0.5, }, { "isCollector": False, "isProPlan": False, "leetifyUserId": "a3619755-fffa-49a3-8074-03e1de9dc2c1", "isBanned": True, "isLeetifyStaff": False, "matchesPlayedTogether": 43, "profileUserLeetifyRating": -0.00885761802575107, "rank": { "type": "premier", "dataSource": "matchmaking", "skillLevel": 10001, }, "steam64Id": "76561198051811238", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/4611b64e6ea807573525239f57e55fc2ccdbedd7_full.jpg", "steamNickname": "Revolver_FPS", "teammateLeetifyRating": -0.02219978401727862, "winRateTogether": 0.5, }, { "isCollector": False, "isProPlan": False, "leetifyUserId": "70faf9da-07f9-4a24-afe9-fb84be5d7706", "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 33, "profileUserLeetifyRating": 0.00413012729844413, "rank": { "type": "premier", "dataSource": "matchmaking", "skillLevel": 10243, }, "steam64Id": "76561198174606711", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/e903300342a9eba51d920af5b2ea10080f270a42_full.jpg", "steamNickname": "Mqple", "teammateLeetifyRating": 0.008475536480686696, "winRateTogether": 0.48484848484848486, }, { "isCollector": False, "isProPlan": False, "isBanned": False, "isLeetifyStaff": False, "matchesPlayedTogether": 11, "profileUserLeetifyRating": -0.01507543859649123, "rank": {"dataSource": "faceit", "skillLevel": 5}, "steam64Id": "76561198216410960", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/2e601d5cd472b63f3b5235364d55e2f6b99ec326_full.jpg", "steamNickname": "Yaw", "teammateLeetifyRating": 0.02286578947368421, "winRateTogether": 0.5454545454545454, }, ], "games": [ { "enemyTeamSteam64Ids": [ "76561198017884049", "76561198376400117", "76561198097337225", "76561198801253208", "76561198883031817", ], "isCompletedLongMatch": False, "ownTeamSteam64Ids": [ "76561198060167512", "76561198036388580", "76561198048048148", "76561198246440596", "76561198108997204", ], "ownTeamTotalLeetifyRatingRounds": { "76561198060167512": 23, "76561198036388580": 23, "76561198048048148": 23, "76561198246440596": 23, "76561198108997204": 23, }, "ownTeamTotalLeetifyRatings": { "76561198060167512": 0.0473, "76561198036388580": 0.0773, "76561198048048148": -0.0426, "76561198246440596": -0.0048, "76561198108997204": -0.0049, }, "ctLeetifyRating": -0.0157, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 1273, "gameFinishedAt": "2024-01-13T20:45:53.000Z", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "isCs2": True, "mapName": "de_ancient", "matchResult": "win", "rankType": None, "scores": [13, 10], "skillLevel": 6, "tLeetifyRating": 0.1625, "tLeetifyRatingRounds": 11, "deaths": 11, "hasBannedPlayer": False, "kills": 19, "partySize": 1, }, { "enemyTeamSteam64Ids": [ "76561198052273476", "76561199145898951", "76561199239125525", "76561198086636793", "76561199009125853", ], "isCompletedLongMatch": False, "ownTeamSteam64Ids": [ "76561198036388580", "76561198123663481", "76561198212556913", "76561198282254268", "76561198218979692", ], "ownTeamTotalLeetifyRatingRounds": { "76561198036388580": 18, "76561198123663481": 18, "76561198212556913": 18, "76561198282254268": 18, "76561198218979692": 18, }, "ownTeamTotalLeetifyRatings": { "76561198036388580": 0.0138, "76561198123663481": 0.0004, "76561198212556913": -0.0143, "76561198282254268": 0.0516, "76561198218979692": 0.1367, }, "ctLeetifyRating": -0.015, "ctLeetifyRatingRounds": 6, "dataSource": "faceit", "elo": 1248, "gameFinishedAt": "2024-01-13T00:51:26.000Z", "gameId": "ba78c2f5-99b8-4d4d-afbd-cacee7894dbb", "isCs2": True, "mapName": "de_vertigo", "matchResult": "win", "rankType": None, "scores": [13, 5], "skillLevel": 6, "tLeetifyRating": 0.0715, "tLeetifyRatingRounds": 12, "deaths": 12, "hasBannedPlayer": False, "kills": 13, "partySize": 1, }, { "enemyTeamSteam64Ids": [ "76561198180054591", "76561198103217250", "76561198255756012", "76561199228602800", "76561198131413139", ], "isCompletedLongMatch": False, "ownTeamSteam64Ids": [ "76561198799389823", "76561198068730110", "76561198086636793", "76561199145898951", "76561198036388580", ], "ownTeamTotalLeetifyRatingRounds": { "76561198799389823": 24, "76561198068730110": 24, "76561198086636793": 24, "76561199145898951": 24, "76561198036388580": 24, }, "ownTeamTotalLeetifyRatings": { "76561198799389823": -0.0014, "76561198068730110": 0.0375, "76561198086636793": -0.0134, "76561199145898951": -0.0543, "76561198036388580": -0.0161, }, "ctLeetifyRating": 0.0091, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 1273, "gameFinishedAt": "2024-01-13T00:11:36.000Z", "gameId": "f57fc165-8d9d-4cbb-aeaf-3305bf96f6b1", "isCs2": True, "mapName": "de_anubis", "matchResult": "loss", "rankType": None, "scores": [11, 13], "skillLevel": 6, "tLeetifyRating": -0.0413, "tLeetifyRatingRounds": 12, "deaths": 17, "hasBannedPlayer": False, "kills": 12, "partySize": 1, }, { "enemyTeamSteam64Ids": [ "76561199065317871", "76561199133043212", "76561199237862815", "76561197979349420", "76561199568936482", ], "isCompletedLongMatch": False, "ownTeamSteam64Ids": [ "76561197991931943", "76561198174606711", "76561199057228627", "76561198075880354", "76561198036388580", ], "ownTeamTotalLeetifyRatingRounds": { "76561197991931943": 20, "76561198174606711": 20, "76561199057228627": 20, "76561198075880354": 20, "76561198036388580": 20, }, "ownTeamTotalLeetifyRatings": { "76561197991931943": -0.062, "76561198174606711": 0.0301, "76561199057228627": 0.0457, "76561198075880354": 0.0723, "76561198036388580": 0.0185, }, "ctLeetifyRating": 0.0273, "ctLeetifyRatingRounds": 8, "dataSource": "faceit", "elo": 962, "gameFinishedAt": "2023-11-12T19:53:56.000Z", "gameId": "76bd9c1b-4350-4cba-a85c-853dda2319a3", "isCs2": True, "mapName": "de_vertigo", "matchResult": "win", "rankType": None, "scores": [13, 7], "skillLevel": 4, "tLeetifyRating": 0.0053, "tLeetifyRatingRounds": 12, }, { "enemyTeamSteam64Ids": [ "76561199215625191", "76561198138569488", "76561198882489909", "76561198967893666", "76561199480114036", ], "isCompletedLongMatch": True, "ownTeamSteam64Ids": [ "76561198232726872", "76561198174606711", "76561198036388580", "76561198051811238", "76561198060380124", ], "ownTeamTotalLeetifyRatingRounds": { "76561198232726872": 41, "76561198174606711": 41, "76561198036388580": 41, "76561198051811238": 41, "76561198060380124": 41, }, "ownTeamTotalLeetifyRatings": { "76561198232726872": 0.0271, "76561198174606711": 0.0056, "76561198036388580": 0.0273, "76561198051811238": -0.0392, "76561198060380124": -0.0188, }, "ctLeetifyRating": 0.0493, "ctLeetifyRatingRounds": 21, "dataSource": "faceit", "elo": 910, "gameFinishedAt": "2023-11-11T03:35:16.000Z", "gameId": "fdd3867f-225b-4177-bc99-661a7fa43c41", "isCs2": True, "mapName": "de_vertigo", "matchResult": "win", "rankType": None, "scores": [22, 19], "skillLevel": 4, "tLeetifyRating": 0.0063, "tLeetifyRatingRounds": 20, }, { "enemyTeamSteam64Ids": [ "76561198954974027", "76561198340039100", "76561198267258925", "76561198132032289", "76561198268422115", ], "isCompletedLongMatch": False, "ownTeamSteam64Ids": [ "76561197962906363", "76561197971574216", "76561198036388580", "76561198174606711", "76561198142815385", ], "ownTeamTotalLeetifyRatingRounds": { "76561197962906363": 23, "76561197971574216": 23, "76561198036388580": 23, "76561198174606711": 23, "76561198142815385": 23, }, "ownTeamTotalLeetifyRatings": { "76561197962906363": -0.0855, "76561197971574216": -0.004, "76561198036388580": 0.0142, "76561198174606711": 0.0311, "76561198142815385": -0.039, }, "ctLeetifyRating": 0.0069, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 960, "gameFinishedAt": "2023-11-10T01:02:34.000Z", "gameId": "73acee05-c6ce-4a15-9ab1-c4201443d6ff", "isCs2": True, "mapName": "de_mirage", "matchResult": "loss", "rankType": None, "scores": [10, 13], "skillLevel": 4, "tLeetifyRating": 0.0209, "tLeetifyRatingRounds": 11, }, ], "meta": { "name": "Skater", "steam64Id": "76561198036388580", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/ee0e6adb9c075b0b40cbedba2f8699d1c040ca6c_full.jpg", "isCollector": False, "isLeetifyStaff": False, "isProPlan": False, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", "faceitNickname": "skaterCS", "platformBans": [], }, } @fixture def profile_games(profile): return profile["games"] @fixture def game(): return { "id": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "dataSource": "faceit", "isCs2": True, "faceitMatchId": None, "hltvMatchId": None, "replayUrl": "https://demos-us-central1.faceit-cdn.net/cs2/1-55f0bdfc-d033-42d0-900d-9f0ec419946c-1-1.dem.gz", "mapName": "de_ancient", "teamScores": [10, 0], "finishedAt": "2024-01-13T20:45:53.000Z", "status": "ready", "retries": 3, "nextRetryAt": None, "errorCode": None, "recalculate": False, "steamShareCode": None, "createdAt": "2024-01-13T20:45:53.966Z", "hasBannedPlayer": False, "hasSkeletonStats": False, "agents": [], "details": { "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "surrenderedByInitialTeamNumber": None, "mpMaxrounds": 24, "gameMode": None, "gameType": None, "tickrate": 64, "ticks": 135463, "serverName": "FACEIT.com register to play here", }, "playerStats": [ { "id": "f913fc05-40ff-4f55-b8b9-b46703317455", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "steam64Id": "76561198376400117", "name": "TiMe_TrAvLeR", "preaim": 8.5628, "reactionTime": 0.75, "accuracy": 0.2333, "accuracyEnemySpotted": 0.4298, "accuracyHead": 0.1774, "shotsFiredEnemySpotted": 114, "shotsFired": 270, "shotsHitEnemySpotted": 49, "shotsHitFriend": 0, "shotsHitFriendHead": 0, "shotsHitFoe": 63, "shotsHitFoeHead": 0, "utilityOnDeathAvg": 605.2632, "heFoesDamageAvg": 14.25, "heFriendsDamageAvg": 0, "heThrown": 4, "molotovThrown": 7, "smokeThrown": 2, "smokeThrownCT": 1, "smokeThrownCTGood": 0, "smokeThrownCTGoodRatio": 0, "smokeThrownCTFoes": 0, "counterStrafingShotsAll": 78, "counterStrafingShotsBad": 10, "counterStrafingShotsGood": 68, "counterStrafingShotsGoodRatio": 0.8718, "flashbangHitFoe": 0, "flashbangLeadingToKill": 0, "flashbangHitFoeAvgDuration": 0, "flashbangHitFriend": 0, "flashbangThrown": 0, "flashAssist": 0, "score": 39, "initialTeamNumber": 3, "mvps": 5, "ctRoundsWon": 2, "ctRoundsLost": 10, "tRoundsWon": 8, "tRoundsLost": 3, "sprayAccuracy": 0.5405, "utilityOnDeathValues": [], "smokeThrownCTFoesDistances": [], "heFoesDamages": [], "heFriendsDamages": [], "molotovFoesDamageAvg": 1.2857, "molotovFriendsDamageAvg": 0, "color": 0, "achievements": { "0": 0, "1": 0, "2": 0, "3": 0, "personal_best_all_time": 0, }, "totalKills": 17, "totalDeaths": 19, "kdRatio": 0.89, "multi2k": 3, "multi3k": 2, "multi4k": 0, "multi5k": 0, "hltvRating": 0.99, "hsp": 0.5882, "roundsSurvived": 4, "roundsSurvivedPercentage": 0.1739, "dpr": 84.3, "totalAssists": 5, "totalDamage": 1939, "tradeKillOpportunities": 2, "tradeKillAttempts": 1, "tradeKillsSucceeded": 0, "tradeKillAttemptsPercentage": 0.5, "tradeKillsSuccessPercentage": 0, "tradeKillOpportunitiesPerRound": 0.087, "tradedDeathOpportunities": 4, "tradedDeathAttempts": 2, "tradedDeathAttemptsPercentage": 0.5, "tradedDeathsSucceeded": 1, "tradedDeathsSuccessPercentage": 0.5, "tradedDeathsOpportunitiesPerRound": 0.1739, "leetifyRating": 0.009, "personalPerformanceRating": 0.0199, "ctLeetifyRating": -0.021, "tLeetifyRating": 0.0417, "leetifyUserId": "8c3a9cb5-faaf-4401-ae9a-72f5e8528651", "isCollector": False, "isProPlan": True, "isLeetifyStaff": False, }, { "id": "6b39dfc3-3d7d-42d0-b69e-a56289b7bd41", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "steam64Id": "76561198801253208", "name": "Huaran070314", "preaim": 5.5644, "reactionTime": 0.5156, "accuracy": 0.1693, "accuracyEnemySpotted": 0.47, "accuracyHead": 0.2419, "shotsFiredEnemySpotted": 100, "shotsFired": 378, "shotsHitEnemySpotted": 47, "shotsHitFriend": 0, "shotsHitFriendHead": 0, "shotsHitFoe": 64, "shotsHitFoeHead": 0, "utilityOnDeathAvg": 166.6667, "heFoesDamageAvg": 20.1111, "heFriendsDamageAvg": 1.5556, "heThrown": 9, "molotovThrown": 6, "smokeThrown": 7, "smokeThrownCT": 2, "smokeThrownCTGood": 1, "smokeThrownCTGoodRatio": 0.5, "smokeThrownCTFoes": 2, "counterStrafingShotsAll": 89, "counterStrafingShotsBad": 10, "counterStrafingShotsGood": 79, "counterStrafingShotsGoodRatio": 0.8876, "flashbangHitFoe": 10, "flashbangLeadingToKill": 0, "flashbangHitFoeAvgDuration": 3.0426, "flashbangHitFriend": 8, "flashbangThrown": 16, "flashAssist": 1, "score": 54, "initialTeamNumber": 3, "mvps": 3, "ctRoundsWon": 2, "ctRoundsLost": 10, "tRoundsWon": 8, "tRoundsLost": 3, "sprayAccuracy": 0.6389, "utilityOnDeathValues": [], "smokeThrownCTFoesDistances": [], "heFoesDamages": [], "heFriendsDamages": [], "molotovFoesDamageAvg": 5.6667, "molotovFriendsDamageAvg": 0, "color": 4, "achievements": { "0": 0, "1": 0, "2": 0, "3": 0, "personal_best_all_time": 0, }, "totalKills": 22, "totalDeaths": 15, "kdRatio": 1.47, "multi2k": 4, "multi3k": 2, "multi4k": 0, "multi5k": 0, "hltvRating": 1.34, "hsp": 0.6818, "roundsSurvived": 8, "roundsSurvivedPercentage": 0.3478, "dpr": 109, "totalAssists": 4, "totalDamage": 2507, "tradeKillOpportunities": 7, "tradeKillAttempts": 5, "tradeKillsSucceeded": 3, "tradeKillAttemptsPercentage": 0.7143, "tradeKillsSuccessPercentage": 0.6, "tradeKillOpportunitiesPerRound": 0.35, "tradedDeathOpportunities": 4, "tradedDeathAttempts": 4, "tradedDeathAttemptsPercentage": 1, "tradedDeathsSucceeded": 2, "tradedDeathsSuccessPercentage": 0.5, "tradedDeathsOpportunitiesPerRound": 0.2, "leetifyRating": 0.068, "personalPerformanceRating": 0.0586, "ctLeetifyRating": -0.0229, "tLeetifyRating": 0.1672, }, { "id": "67050cd7-efe3-42ad-8d8e-4f0687dd3180", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "steam64Id": "76561198883031817", "name": "RIPMASTERR", "preaim": 8.3357, "reactionTime": 0.5781, "accuracy": 0.2, "accuracyEnemySpotted": 0.382, "accuracyHead": 0.1163, "shotsFiredEnemySpotted": 89, "shotsFired": 225, "shotsHitEnemySpotted": 34, "shotsHitFriend": 0, "shotsHitFriendHead": 0, "shotsHitFoe": 45, "shotsHitFoeHead": 0, "utilityOnDeathAvg": 435.2941, "heFoesDamageAvg": 5.2, "heFriendsDamageAvg": 0, "heThrown": 5, "molotovThrown": 9, "smokeThrown": 11, "smokeThrownCT": 7, "smokeThrownCTGood": 2, "smokeThrownCTGoodRatio": 0.2857, "smokeThrownCTFoes": 2, "counterStrafingShotsAll": 29, "counterStrafingShotsBad": 9, "counterStrafingShotsGood": 20, "counterStrafingShotsGoodRatio": 0.6897, "flashbangHitFoe": 0, "flashbangLeadingToKill": 0, "flashbangHitFoeAvgDuration": 0, "flashbangHitFriend": 0, "flashbangThrown": 0, "flashAssist": 0, "score": 34, "initialTeamNumber": 3, "mvps": 0, "ctRoundsWon": 2, "ctRoundsLost": 10, "tRoundsWon": 8, "tRoundsLost": 3, "sprayAccuracy": 0.2, "utilityOnDeathValues": [], "smokeThrownCTFoesDistances": [], "heFoesDamages": [], "heFriendsDamages": [], "molotovFoesDamageAvg": 0.7778, "molotovFriendsDamageAvg": 0, "color": 3, "achievements": { "0": 0, "1": 0, "2": 0, "3": 0, "personal_best_all_time": 0, }, "totalKills": 12, "totalDeaths": 17, "kdRatio": 0.71, "multi2k": 1, "multi3k": 0, "multi4k": 0, "multi5k": 0, "hltvRating": 0.67, "hsp": 0.3333, "roundsSurvived": 6, "roundsSurvivedPercentage": 0.2609, "dpr": 52.83, "totalAssists": 3, "totalDamage": 1215, "tradeKillOpportunities": 6, "tradeKillAttempts": 4, "tradeKillsSucceeded": 3, "tradeKillAttemptsPercentage": 0.6667, "tradeKillsSuccessPercentage": 0.75, "tradeKillOpportunitiesPerRound": 0.2609, "tradedDeathOpportunities": 7, "tradedDeathAttempts": 7, "tradedDeathAttemptsPercentage": 1, "tradedDeathsSucceeded": 2, "tradedDeathsSuccessPercentage": 0.2857, "tradedDeathsOpportunitiesPerRound": 0.3043, "leetifyRating": -0.0432, "personalPerformanceRating": -0.0347, "ctLeetifyRating": -0.0801, "tLeetifyRating": -0.003, "leetifyUserId": "b94bd18e-9bb3-4150-aa5a-596adfe29103", "isCollector": False, "isProPlan": False, "isLeetifyStaff": False, }, ], "playerMatchResults": [], "openingDuelPlayerStats": [], "matchmakingGameStats": [], "faceitGameStats": [], "gamersClubGameStats": [], "gamePlayerRoundSkeletonStats": [], "replayFile": { "id": "007d202f-8b72-4162-9f82-213c62dffef3", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "createdAt": "2024-01-13T20:49:39.100Z", "updatedAt": "2024-01-13T20:49:39.100Z", }, "parties": [], } def test_extract_cols(profile): empty_dict = {} cols = ["meta"] res = tr.extract_cols(empty_dict, []) assert res == {} res = tr.extract_cols(empty_dict, cols) assert res == {"meta": None} res = tr.extract_cols(profile, []) assert res == {} res = tr.extract_cols(profile, cols) assert res == { "meta": { "name": "Skater", "steam64Id": "76561198036388580", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/ee0e6adb9c075b0b40cbedba2f8699d1c040ca6c_full.jpg", "isCollector": False, "isLeetifyStaff": False, "isProPlan": False, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", "faceitNickname": "skaterCS", "platformBans": [], }, } cols.append("recentGameRatings") res = tr.extract_cols(profile, cols) assert res == { "meta": { "name": "Skater", "steam64Id": "76561198036388580", "steamAvatarUrl": "https://avatars.akamai.steamstatic.com/ee0e6adb9c075b0b40cbedba2f8699d1c040ca6c_full.jpg", "isCollector": False, "isLeetifyStaff": False, "isProPlan": False, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", "faceitNickname": "skaterCS", "platformBans": [], }, "recentGameRatings": { "aim": 67.72418696226975, "positioning": 36.31694139929697, "utility": 51.595349880463615, "gamesPlayed": 30, "leetifyRatingRounds": 620, "clutch": 0.13, "ctLeetify": -0.0114, "leetify": -0.0121, "opening": -0.0598, "tLeetify": -0.0128, }, } def test_score_to_text(): text = tr.score_to_text([]) assert text == "" text = tr.score_to_text([1]) assert text == "1" text = tr.score_to_text([1, 2]) assert text == "1-2" text = tr.score_to_text([1, 2, 3]) assert text == "1-2-3" def test_meta_from_profile(profile): res = tr.meta_from_profile(profile) assert res == { "name": "Skater", "steam64Id": "76561198036388580", "isCollector": False, "isLeetifyStaff": False, "isProPlan": False, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", "faceitNickname": "skaterCS", } def test_games_from_profile(profile): games = profile["games"].copy() profile["games"] = [] res = tr.games_from_profile(profile) assert res == [] profile["games"] = games[:1] res = tr.games_from_profile(profile) assert res == [ { "ctLeetifyRating": -0.0157, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 1273, "gameFinishedAt": "2024-01-13T20:45:53.000Z", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "isCs2": True, "mapName": "de_ancient", "matchResult": "win", "scores": "13-10", "skillLevel": 6, "tLeetifyRating": 0.1625, "tLeetifyRatingRounds": 11, "deaths": 11, "hasBannedPlayer": False, "kills": 19, "partySize": 1, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", } ] profile["games"] = games res = tr.games_from_profile(profile) assert res == [ { "ctLeetifyRating": -0.0157, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 1273, "gameFinishedAt": "2024-01-13T20:45:53.000Z", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "isCs2": True, "mapName": "de_ancient", "matchResult": "win", "scores": "13-10", "skillLevel": 6, "tLeetifyRating": 0.1625, "tLeetifyRatingRounds": 11, "deaths": 11, "hasBannedPlayer": False, "kills": 19, "partySize": 1, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", }, { "ctLeetifyRating": -0.015, "ctLeetifyRatingRounds": 6, "dataSource": "faceit", "elo": 1248, "gameFinishedAt": "2024-01-13T00:51:26.000Z", "gameId": "ba78c2f5-99b8-4d4d-afbd-cacee7894dbb", "isCs2": True, "mapName": "de_vertigo", "matchResult": "win", "scores": "13-5", "skillLevel": 6, "tLeetifyRating": 0.0715, "tLeetifyRatingRounds": 12, "deaths": 12, "hasBannedPlayer": False, "kills": 13, "partySize": 1, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", }, { "ctLeetifyRating": 0.0091, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 1273, "gameFinishedAt": "2024-01-13T00:11:36.000Z", "gameId": "f57fc165-8d9d-4cbb-aeaf-3305bf96f6b1", "isCs2": True, "mapName": "de_anubis", "matchResult": "loss", "scores": "11-13", "skillLevel": 6, "tLeetifyRating": -0.0413, "tLeetifyRatingRounds": 12, "deaths": 17, "hasBannedPlayer": False, "kills": 12, "partySize": 1, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", }, { "ctLeetifyRating": 0.0273, "ctLeetifyRatingRounds": 8, "dataSource": "faceit", "elo": 962, "gameFinishedAt": "2023-11-12T19:53:56.000Z", "gameId": "76bd9c1b-4350-4cba-a85c-853dda2319a3", "isCs2": True, "mapName": "de_vertigo", "matchResult": "win", "scores": "13-7", "skillLevel": 4, "tLeetifyRating": 0.0053, "tLeetifyRatingRounds": 12, "deaths": None, "hasBannedPlayer": None, "kills": None, "partySize": None, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", }, { "ctLeetifyRating": 0.0493, "ctLeetifyRatingRounds": 21, "dataSource": "faceit", "elo": 910, "gameFinishedAt": "2023-11-11T03:35:16.000Z", "gameId": "fdd3867f-225b-4177-bc99-661a7fa43c41", "isCs2": True, "mapName": "de_vertigo", "matchResult": "win", "scores": "22-19", "skillLevel": 4, "tLeetifyRating": 0.0063, "tLeetifyRatingRounds": 20, "deaths": None, "hasBannedPlayer": None, "kills": None, "partySize": None, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", }, { "ctLeetifyRating": 0.0069, "ctLeetifyRatingRounds": 12, "dataSource": "faceit", "elo": 960, "gameFinishedAt": "2023-11-10T01:02:34.000Z", "gameId": "73acee05-c6ce-4a15-9ab1-c4201443d6ff", "isCs2": True, "mapName": "de_mirage", "matchResult": "loss", "scores": "10-13", "skillLevel": 4, "tLeetifyRating": 0.0209, "tLeetifyRatingRounds": 11, "deaths": None, "hasBannedPlayer": None, "kills": None, "partySize": None, "leetifyUserId": "6c53f87a-5877-4dd3-ab8f-527119ce4939", }, ] def test_player_stats_from_game(game): stats = tr.player_stats_from_game(game) assert stats == [ { "id": "f913fc05-40ff-4f55-b8b9-b46703317455", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "steam64Id": "76561198376400117", "name": "TiMe_TrAvLeR", "preaim": 8.5628, "reactionTime": 0.75, "accuracy": 0.2333, "accuracyEnemySpotted": 0.4298, "accuracyHead": 0.1774, "shotsFiredEnemySpotted": 114, "shotsFired": 270, "shotsHitEnemySpotted": 49, "shotsHitFriend": 0, "shotsHitFriendHead": 0, "shotsHitFoe": 63, "shotsHitFoeHead": 0, "utilityOnDeathAvg": 605.2632, "heFoesDamageAvg": 14.25, "heFriendsDamageAvg": 0, "heThrown": 4, "molotovThrown": 7, "smokeThrown": 2, "smokeThrownCT": 1, "smokeThrownCTGood": 0, "smokeThrownCTGoodRatio": 0, "smokeThrownCTFoes": 0, "counterStrafingShotsAll": 78, "counterStrafingShotsBad": 10, "counterStrafingShotsGood": 68, "counterStrafingShotsGoodRatio": 0.8718, "flashbangHitFoe": 0, "flashbangLeadingToKill": 0, "flashbangHitFoeAvgDuration": 0, "flashbangHitFriend": 0, "flashbangThrown": 0, "flashAssist": 0, "score": 39, "initialTeamNumber": 3, "mvps": 5, "ctRoundsWon": 2, "ctRoundsLost": 10, "tRoundsWon": 8, "tRoundsLost": 3, "sprayAccuracy": 0.5405, "molotovFoesDamageAvg": 1.2857, "molotovFriendsDamageAvg": 0, "color": 0, "totalKills": 17, "totalDeaths": 19, "kdRatio": 0.89, "multi2k": 3, "multi3k": 2, "multi4k": 0, "multi5k": 0, "hltvRating": 0.99, "hsp": 0.5882, "roundsSurvived": 4, "roundsSurvivedPercentage": 0.1739, "dpr": 84.3, "totalAssists": 5, "totalDamage": 1939, "tradeKillOpportunities": 2, "tradeKillAttempts": 1, "tradeKillsSucceeded": 0, "tradeKillAttemptsPercentage": 0.5, "tradeKillsSuccessPercentage": 0, "tradeKillOpportunitiesPerRound": 0.087, "tradedDeathOpportunities": 4, "tradedDeathAttempts": 2, "tradedDeathAttemptsPercentage": 0.5, "tradedDeathsSucceeded": 1, "tradedDeathsSuccessPercentage": 0.5, "tradedDeathsOpportunitiesPerRound": 0.1739, "leetifyRating": 0.009, "personalPerformanceRating": 0.0199, "ctLeetifyRating": -0.021, "tLeetifyRating": 0.0417, "leetifyUserId": "8c3a9cb5-faaf-4401-ae9a-72f5e8528651", "isCollector": False, "isProPlan": True, "isLeetifyStaff": False, }, { "id": "6b39dfc3-3d7d-42d0-b69e-a56289b7bd41", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "steam64Id": "76561198801253208", "name": "Huaran070314", "preaim": 5.5644, "reactionTime": 0.5156, "accuracy": 0.1693, "accuracyEnemySpotted": 0.47, "accuracyHead": 0.2419, "shotsFiredEnemySpotted": 100, "shotsFired": 378, "shotsHitEnemySpotted": 47, "shotsHitFriend": 0, "shotsHitFriendHead": 0, "shotsHitFoe": 64, "shotsHitFoeHead": 0, "utilityOnDeathAvg": 166.6667, "heFoesDamageAvg": 20.1111, "heFriendsDamageAvg": 1.5556, "heThrown": 9, "molotovThrown": 6, "smokeThrown": 7, "smokeThrownCT": 2, "smokeThrownCTGood": 1, "smokeThrownCTGoodRatio": 0.5, "smokeThrownCTFoes": 2, "counterStrafingShotsAll": 89, "counterStrafingShotsBad": 10, "counterStrafingShotsGood": 79, "counterStrafingShotsGoodRatio": 0.8876, "flashbangHitFoe": 10, "flashbangLeadingToKill": 0, "flashbangHitFoeAvgDuration": 3.0426, "flashbangHitFriend": 8, "flashbangThrown": 16, "flashAssist": 1, "score": 54, "initialTeamNumber": 3, "mvps": 3, "ctRoundsWon": 2, "ctRoundsLost": 10, "tRoundsWon": 8, "tRoundsLost": 3, "sprayAccuracy": 0.6389, "molotovFoesDamageAvg": 5.6667, "molotovFriendsDamageAvg": 0, "color": 4, "totalKills": 22, "totalDeaths": 15, "kdRatio": 1.47, "multi2k": 4, "multi3k": 2, "multi4k": 0, "multi5k": 0, "hltvRating": 1.34, "hsp": 0.6818, "roundsSurvived": 8, "roundsSurvivedPercentage": 0.3478, "dpr": 109, "totalAssists": 4, "totalDamage": 2507, "tradeKillOpportunities": 7, "tradeKillAttempts": 5, "tradeKillsSucceeded": 3, "tradeKillAttemptsPercentage": 0.7143, "tradeKillsSuccessPercentage": 0.6, "tradeKillOpportunitiesPerRound": 0.35, "tradedDeathOpportunities": 4, "tradedDeathAttempts": 4, "tradedDeathAttemptsPercentage": 1, "tradedDeathsSucceeded": 2, "tradedDeathsSuccessPercentage": 0.5, "tradedDeathsOpportunitiesPerRound": 0.2, "leetifyRating": 0.068, "personalPerformanceRating": 0.0586, "ctLeetifyRating": -0.0229, "tLeetifyRating": 0.1672, "leetifyUserId": None, "isCollector": None, "isProPlan": None, "isLeetifyStaff": None, }, { "id": "67050cd7-efe3-42ad-8d8e-4f0687dd3180", "gameId": "a3f0c4b6-da37-43c4-8679-b6b858ec1600", "gameFinishedAt": "2024-01-13T20:45:53.000Z", "steam64Id": "76561198883031817", "name": "RIPMASTERR", "preaim": 8.3357, "reactionTime": 0.5781, "accuracy": 0.2, "accuracyEnemySpotted": 0.382, "accuracyHead": 0.1163, "shotsFiredEnemySpotted": 89, "shotsFired": 225, "shotsHitEnemySpotted": 34, "shotsHitFriend": 0, "shotsHitFriendHead": 0, "shotsHitFoe": 45, "shotsHitFoeHead": 0, "utilityOnDeathAvg": 435.2941, "heFoesDamageAvg": 5.2, "heFriendsDamageAvg": 0, "heThrown": 5, "molotovThrown": 9, "smokeThrown": 11, "smokeThrownCT": 7, "smokeThrownCTGood": 2, "smokeThrownCTGoodRatio": 0.2857, "smokeThrownCTFoes": 2, "counterStrafingShotsAll": 29, "counterStrafingShotsBad": 9, "counterStrafingShotsGood": 20, "counterStrafingShotsGoodRatio": 0.6897, "flashbangHitFoe": 0, "flashbangLeadingToKill": 0, "flashbangHitFoeAvgDuration": 0, "flashbangHitFriend": 0, "flashbangThrown": 0, "flashAssist": 0, "score": 34, "initialTeamNumber": 3, "mvps": 0, "ctRoundsWon": 2, "ctRoundsLost": 10, "tRoundsWon": 8, "tRoundsLost": 3, "sprayAccuracy": 0.2, "molotovFoesDamageAvg": 0.7778, "molotovFriendsDamageAvg": 0, "color": 3, "totalKills": 12, "totalDeaths": 17, "kdRatio": 0.71, "multi2k": 1, "multi3k": 0, "multi4k": 0, "multi5k": 0, "hltvRating": 0.67, "hsp": 0.3333, "roundsSurvived": 6, "roundsSurvivedPercentage": 0.2609, "dpr": 52.83, "totalAssists": 3, "totalDamage": 1215, "tradeKillOpportunities": 6, "tradeKillAttempts": 4, "tradeKillsSucceeded": 3, "tradeKillAttemptsPercentage": 0.6667, "tradeKillsSuccessPercentage": 0.75, "tradeKillOpportunitiesPerRound": 0.2609, "tradedDeathOpportunities": 7, "tradedDeathAttempts": 7, "tradedDeathAttemptsPercentage": 1, "tradedDeathsSucceeded": 2, "tradedDeathsSuccessPercentage": 0.2857, "tradedDeathsOpportunitiesPerRound": 0.3043, "leetifyRating": -0.0432, "personalPerformanceRating": -0.0347, "ctLeetifyRating": -0.0801, "tLeetifyRating": -0.003, "leetifyUserId": "b94bd18e-9bb3-4150-aa5a-596adfe29103", "isCollector": False, "isProPlan": False, "isLeetifyStaff": False, }, ]