84 lines
2.2 KiB
Python
84 lines
2.2 KiB
Python
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import csv
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import unittest
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from unittest import mock
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import json
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import os
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def openGameFile(name):
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path = os.path.join(name)
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f = open(path)
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data = json.load(f)
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return data
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def uploadData(inputFile, outputFile, nadpisz):
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try:
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jsonFile = openGameFile(inputFile)
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clean_event = []
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for event in jsonFile:
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if(event["type"]["name"]=="Shot"):
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clean_event = []
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#time
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clean_event.append(event["minute"])
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#location
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clean_event.append(event["position"]["name"])
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# shot type
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clean_event.append(event["shot"]["type"]["name"])
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#outcome
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clean_event.append(event["shot"]["outcome"]["name"])
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clean_event.append(event["shot"]["technique"]["name"])
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m_players = []
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en_players = []
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keeper = []
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for player in event["shot"]["freeze_frame"]:
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player_p = 0
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if player["teammate"] :
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m_players.append(player["location"])
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elif player["position"] == 'Goalkeeper':
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keeper = player['location']
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else:
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en_players.append(player["location"])
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for i in range(0,10):
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if(len(m_players)>i):
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clean_event.append(m_players[i])
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else:
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clean_event.append("none")
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for i in range(0,9):
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if(len(en_players)> i):
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clean_event.append(en_players[i])
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else:
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clean_event.append("none")
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clean_event.append(keeper)
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if(event["shot"]["outcome"]=="Goal"):
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clean_event.append(1)
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else:
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clean_event.append(0)
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#Saving to a file
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with open(outputFile, 'a', newline='') as file:
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writer = csv.writer(file)
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writer.writerow(clean_event)
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except:
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raise Exception("invalid data")
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class modelAndVisTest(unittest.TestCase):
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def dataCleaningTest(self):
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# 1().json - Dane w dobrym Formacie
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# 2().json - błedne dane
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uploadData("(1).json", "test_1", True)
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with self.assertRaises(Exception):
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uploadData("(2).json", "test_2", True)
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unittest.main()
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