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], + "duration" : 2.24, + "under_pressure" : true, + "related_events" : [ "012d3a54-f82a-493b-b45f-5abac9751ca5", "1304386a-3a47-4863-821a-37a446195395", "16eaf211-a9ed-437e-831c-c864bbcdae99" ], + "pass" : { + "recipient" : { + "id" : 5050, + "name" : "Meredith Speck" + }, + "length" : 9.219544, + "angle" : -1.7894653, + "height" : { + "id" : 2, + "name" : "Low Pass" + }, + "end_location" : [ 65.0, 10.0 ], + "aerial_won" : true, + "type" : { + "id" : 66, + "name" : "Recovery" + } + } +}, { + "id" : "1304386a-3a47-4863-821a-37a446195395", + "index" : 3523, + "period" : 2, + "timestamp" : "00:49:02.123", + "minute" : 94, + "second" : 2, + "type" : { + "id" : 42, + "name" : "Ball Receipt*" + }, + "possession" : 215, + "possession_team" : { + "id" : 759, + "name" : "Washington Spirit" + }, + "play_pattern" : { + "id" : 7, + "name" : "From Goal Kick" + }, + "team" : { + "id" : 766, + "name" : "North Carolina Courage" + }, + "player" : { + "id" : 5050, + "name" : "Meredith Speck" + }, + "position" : { + "id" : 15, + "name" : "Left Center Midfield" + }, + "location" : [ 65.0, 10.0 ], + "related_events" : [ "2617e268-e6de-4dd0-94cb-2390ed283fa9" ] +}, { + "id" : "7e46833f-090f-49c5-8e78-468ae10838aa", + "index" : 3524, + "period" : 2, + "timestamp" : "00:49:02.123", + "minute" : 94, + "second" : 2, + "type" : { + "id" : 43, + "name" : "Carry" + }, + "possession" : 215, + "possession_team" : { + "id" : 759, + "name" : "Washington Spirit" + }, + "play_pattern" : { + "id" : 7, + "name" : "From Goal Kick" + }, + "team" : { + "id" : 766, + "name" : "North Carolina Courage" + }, + "player" : { + "id" : 5050, + "name" : "Meredith Speck" + }, + "position" : { + "id" : 15, + "name" : "Left Center Midfield" + }, + "location" : [ 65.0, 10.0 ], + "duration" : 0.16, + "related_events" : [ "1304386a-3a47-4863-821a-37a446195395", "6d8baf1d-2803-47e0-8c27-fe0ddfb3de5a" ], + "carry" : { + "end_location" : [ 66.0, 9.0 ] + } +}, { + "id" : "6d8baf1d-2803-47e0-8c27-fe0ddfb3de5a", + "index" 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"Washington Spirit" + }, + "play_pattern" : { + "id" : 4, + "name" : "From Throw In" + }, + "team" : { + "id" : 759, + "name" : "Washington Spirit" + }, + "player" : { + "id" : 5026, + "name" : "Meggie Dougherty Howard" + }, + "position" : { + "id" : 21, + "name" : "Left Wing" + }, + "location" : [ 22.0, 80.0 ], + "duration" : 1.119, + "pass" : { + "recipient" : { + "id" : 4950, + "name" : "Whitney Church" + }, + "length" : 14.56022, + "angle" : -1.849096, + "height" : { + "id" : 3, + "name" : "High Pass" + }, + "end_location" : [ 18.0, 66.0 ], + "type" : { + "id" : 67, + "name" : "Throw-in" + } + } +}, { + "id" : "c1048f8f-08df-469a-a117-1bd2d3bb1b8a", + "index" : 3528, + "period" : 2, + "timestamp" : "00:49:14.843", + "minute" : 94, + "second" : 14, + "type" : { + "id" : 34, + "name" : "Half End" + }, + "possession" : 216, + "possession_team" : { + "id" : 759, + "name" : "Washington Spirit" + }, + "play_pattern" : { + "id" : 4, + "name" : "From Throw In" + }, + "team" : { + "id" : 766, + "name" : "North Carolina Courage" + }, + "related_events" : [ "a53f6840-e6a9-491c-ba68-898ae72ce1dd" ] +}, { + "id" : "a53f6840-e6a9-491c-ba68-898ae72ce1dd", + "index" : 3529, + "period" : 2, + "timestamp" : "00:49:14.843", + "minute" : 94, + "second" : 14, + "type" : { + "id" : 34, + "name" : "Half End" + }, + "possession" : 216, + "possession_team" : { + "id" : 759, + "name" : "Washington Spirit" + }, + "play_pattern" : { + "id" : 4, + "name" : "From Throw In" + }, + "team" : { + "id" : 759, + "name" : "Washington Spirit" + }, + "related_events" : [ "c1048f8f-08df-469a-a117-1bd2d3bb1b8a" ] +} ] \ No newline at end of file diff --git a/testy/dataExtractionTest.py b/testy/dataExtractionTest.py index 68c5095..6e1c78d 100644 --- a/testy/dataExtractionTest.py +++ b/testy/dataExtractionTest.py @@ -1,17 +1,47 @@ import csv -import random +import unittest from unittest import mock -def modelAndVisTest: - #Wiersze ze zbioru: - # Test sprawdzający czy funkcja wyciąga właściwe ustawienie z pliku +def GainPossition(n,file): + ret = "" + with open(file, newline='') as f: + reader = csv.reader(f) + for i in range(1,n): + ret = next(reader) + return ret - wiersz_1 = [0,Right Center Forward,Open Play,Blocked,Normal,"[97.0, 48.0]","[113.0, 38.0]",none,none,none,none,none,none,none,none,"[112.0, 28.0]","[103.0, 50.0]","[120.0, 26.0]","[109.0, 39.0]","[117.0, 31.0]","[115.0, 41.0]","[113.0, 32.0]","[115.0, 36.0]",none,[],0] - wiersz_3 = [5,Center Midfield,Open Play,Blocked,Half Volley,"[96.0, 38.0]","[113.0, 42.0]","[107.0, 38.0]","[105.0, 40.0]","[103.0, 52.0]","[103.0, 34.0]",none,none,none,none,"[111.0, 44.0]","[109.0, 35.0]","[106.0, 44.0]","[104.0, 37.0]","[119.0, 40.0]","[113.0, 39.0]","[104.0, 52.0]","[114.0, 45.0]","[102.0, 46.0]",[],0] +class modelAndVisTest(unittest.TestCase): + + def modelAndVisTest(self): + + #Wiersze ze zbioru: + # Test sprawdzający czy funkcja wyciąga właściwe ustawienie z pliku - wiersz_5 = [5,Right Center Back,Open Play,Goal,Normal,"[103.0, 36.0]","[97.0, 45.0]","[97.0, 52.0]","[112.0, 39.0]","[112.0, 44.0]","[98.0, 34.0]",none,none,none,none,"[114.0, 46.0]","[107.0, 37.0]","[111.0, 33.0]","[110.0, 32.0]","[111.0, 35.0]","[111.0, 38.0]","[119.0, 38.0]","[105.0, 50.0]","[107.0, 41.0]",[],0] + file = "test_dataSet.csv" - \ No newline at end of file + wiersz_1_5 = [113.0, 38.0] + + wiersz_1_2 = "Right Center Forward" + + wiersz_7_3 = "Open Play" + + wiersz_23_4 = "Off T" + + + # Pobranie pozycji za pomocą testowanej funkcji + + p_wiersz_1 = GainPossition(1,file) + + p_wiersz_7 = GainPossition(7,file) + + p_wiersz_23 = GainPossition(23,file) + + self.assertEquals(wiersz_1_5,p_wiersz_1[5]) + self.assertEquals(wiersz_1_2,p_wiersz_1[2]) + self.assertEquals(wiersz_7_3,p_wiersz_1[3]) + self.assertEquals(wiersz_23_4,p_wiersz_1[4]) + +unittest.main() \ No newline at end of file diff --git a/testy/dataVisTest.py b/testy/dataVisTest.py new file mode 100644 index 0000000..16441d7 --- /dev/null +++ b/testy/dataVisTest.py @@ -0,0 +1,84 @@ +import csv +import unittest +from unittest import mock +import json +import os + +def openGameFile(name): + path = os.path.join(name) + f = open(path) + data = json.load(f) + return data + +def uploadData(inputFile, outputFile, nadpisz): + try: + jsonFile = openGameFile(inputFile) + clean_event = [] + for event in jsonFile: + if(event["type"]["name"]=="Shot"): + clean_event = [] + #time + clean_event.append(event["minute"]) + #location + clean_event.append(event["position"]["name"]) + # shot type + clean_event.append(event["shot"]["type"]["name"]) + #outcome + clean_event.append(event["shot"]["outcome"]["name"]) + + clean_event.append(event["shot"]["technique"]["name"]) + + m_players = [] + en_players = [] + keeper = [] + for player in event["shot"]["freeze_frame"]: + player_p = 0 + if player["teammate"] : + m_players.append(player["location"]) + elif player["position"] == 'Goalkeeper': + keeper = player['location'] + else: + en_players.append(player["location"]) + for i in range(0,10): + if(len(m_players)>i): + clean_event.append(m_players[i]) + else: + clean_event.append("none") + + for i in range(0,9): + if(len(en_players)> i): + clean_event.append(en_players[i]) + else: + clean_event.append("none") + + clean_event.append(keeper) + + if(event["shot"]["outcome"]=="Goal"): + clean_event.append(1) + else: + clean_event.append(0) + + + #Saving to a file + with open(outputFile, 'a', newline='') as file: + writer = csv.writer(file) + writer.writerow(clean_event) + + except: + raise Exception("invalid data") + + + +class modelAndVisTest(unittest.TestCase): + + def dataCleaningTest(self): + + # 1().json - Dane w dobrym Formacie + # 2().json - błedne dane + + uploadData("(1).json", "test_1", True) + + with self.assertRaises(Exception): + uploadData("(2).json", "test_2", True) + +unittest.main() \ No newline at end of file