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databaseSetup.py
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import csv,codecs,os
from pymongo import MongoClient
client = MongoClient()
db = client.dataset
def dbInsertData(csvfile,c):
with open(csvfile,'rb') as inCsv:
parsed = csv.DictReader(inCsv , delimiter = ',' , quotechar='"')
for record in parsed:
#inserting data in to proper collection inside DB
if c == 'app_usage':
db.app_usage.insert_one(record)
elif c == 'sms':
db.sms.insert_one(record)
elif c == 'call_log':
db.call_log.insert_one(record)
elif c == 'calendar':
db.calendar.insert_one(record)
def main():
#Below four folders containing app_usage,sms,call_logs,calendar are being
#loaded and inserted RAW in the database for further processing
#setting directory to load app_usage information
directory = os.path.dirname(os.path.abspath(__file__)) + '/dataset/app_usage'
#inserting all files to database
for filename in os.listdir(directory):
filename= directory +'/'+ filename
dbInsertData(filename,'app_usage')
print('Done with app_usage')
#setting directory to load sms information
directory = os.path.dirname(os.path.abspath(__file__)) + '/dataset/sms'
#inserting all files to database
for filename in os.listdir(directory):
filename= directory +'/'+ filename
dbInsertData(filename,'sms')
print('Done with sms')
#setting directory to load sms information
directory = os.path.dirname(os.path.abspath(__file__)) + '/dataset/call_log'
#inserting all files to database
for filename in os.listdir(directory):
filename= directory +'/'+ filename
dbInsertData(filename,'call_log')
print('Done with call_logs')
#setting directory to load sms information
directory = os.path.dirname(os.path.abspath(__file__)) + '/dataset/calendar'
#inserting all files to database
for filename in os.listdir(directory):
filename= directory +'/'+ filename
dbInsertData(filename,'calendar')
print('Done with calendar')
if __name__ == '__main__':
main()