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more testing

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Andrei Stoica
2024-01-28 15:07:23 -05:00
parent 77eb2c78eb
commit 783741b695
3 changed files with 793 additions and 191 deletions
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621
test/test_extract.py → test/test_transform.py
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@@ -1,7 +1,6 @@
from src import extract as ex
from src import transform as tr
from pytest import fixture
@fixture
def profile():
return {
@@ -545,24 +544,356 @@ def profile():
@fixture
def games(profile):
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 = ex.extract_cols(empty_dict, [])
res = tr.extract_cols(empty_dict, [])
assert res == {}
res = ex.extract_cols(empty_dict, cols)
res = tr.extract_cols(empty_dict, cols)
assert res == {"meta": None}
res = ex.extract_cols(profile, [])
res = tr.extract_cols(profile, [])
assert res == {}
res = ex.extract_cols(profile, cols)
res = tr.extract_cols(profile, cols)
assert res == {
"meta": {
"name": "Skater",
@@ -578,7 +909,7 @@ def test_extract_cols(profile):
}
cols.append("recentGameRatings")
res = ex.extract_cols(profile, cols)
res = tr.extract_cols(profile, cols)
assert res == {
"meta": {
"name": "Skater",
@@ -607,21 +938,21 @@ def test_extract_cols(profile):
def test_score_to_text():
text = ex.score_to_text([])
text = tr.score_to_text([])
assert text == ""
text = ex.score_to_text([1])
text = tr.score_to_text([1])
assert text == "1"
text = ex.score_to_text([1, 2])
text = tr.score_to_text([1, 2])
assert text == "1-2"
text = ex.score_to_text([1, 2, 3])
text = tr.score_to_text([1, 2, 3])
assert text == "1-2-3"
def test_meta_from_profile(profile):
res = ex.meta_from_profile(profile)
res = tr.meta_from_profile(profile)
assert res == {
"name": "Skater",
"steam64Id": "76561198036388580",
@@ -637,11 +968,11 @@ def test_games_from_profile(profile):
games = profile["games"].copy()
profile["games"] = []
res = ex.games_from_profile(profile)
res = tr.games_from_profile(profile)
assert res == []
profile["games"] = games[:1]
res = ex.games_from_profile(profile)
res = tr.games_from_profile(profile)
assert res == [
{
"ctLeetifyRating": -0.0157,
@@ -666,7 +997,7 @@ def test_games_from_profile(profile):
]
profile["games"] = games
res = ex.games_from_profile(profile)
res = tr.games_from_profile(profile)
assert res == [
{
"ctLeetifyRating": -0.0157,
@@ -789,3 +1120,261 @@ def test_games_from_profile(profile):
"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,
},
]