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upload_drivers.py
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import psycopg2
import datetime
import base64
def update_dim_drivers():
read_conn = psycopg2.connect(dbname='taxi', user='etl_tech_user',
password=base64.b64decode('ZXRsX3RlY2hfdXNlcl9wYXNzd29yZA==').decode('utf-8'), host='de-edu-db.chronosavant.ru', sslmode='require')
read_cursor = read_conn.cursor()
write_conn = psycopg2.connect(dbname='dwh', user='dwh_krasnoyarsk',
password=base64.b64decode('ZHdoX2tyYXNub3lhcnNrX3VCUGFYTlN4').decode('utf-8'), host='de-edu-db.chronosavant.ru', sslmode='require')
write_cursor = write_conn.cursor()
#получаем максимальное start_dt - время когда мы последний раз обновляли данные и берем все что изменилось после него
write_cursor.execute(f"SELECT MAX(start_dt) FROM dim_drivers;")
max_update_dt = write_cursor.fetchall()
if max_update_dt == [(None,)]:
max_update_dt = datetime.datetime(2004, 9, 29)
else:
max_update_dt = max_update_dt[0][0] + datetime.timedelta(hours=3)
read_cursor.execute(f"SELECT * FROM main.drivers WHERE update_dt > '{max_update_dt}'")
drivers = read_cursor.fetchall()
#получение маскимального id записи
write_cursor.execute("SELECT MAX(personnel_num) FROM dim_drivers")
res = write_cursor.fetchall()
if res != [(None,)]:
personnel_num = res[-1][0] + 1
else:
personnel_num = 0
#запись новых данных
for driver in drivers:
last_name = driver[2]
first_name = driver[1]
middle_name = driver[3]
birth_dt = driver[7]
card_num = driver[5]
driver_license_num = driver[0]
driver_license_dt = driver[4]
delited_flag = 'N'
end_dt = datetime.datetime(9999, 12, 31)
# Проверка на поворение строки и обновление end_dt если есть повторы
write_cursor.execute(f"SELECT * FROM dim_drivers WHERE driver_license_num = '{driver_license_num}';")
carq = write_cursor.fetchall()
if len(carq) > 0:
last_line = carq[-1]
if last_line[2:] == (last_name, first_name, middle_name, birth_dt, card_num,\
driver_license_num, driver_license_dt, delited_flag, end_dt):
continue
else:
# print((personnel_num, last_name, first_name, middle_name, birth_dt,\
# card_num, driver_license_num, driver_license_dt, delited_flag, end_dt))
write_cursor.execute(f"UPDATE dim_drivers SET end_dt = CURRENT_TIMESTAMP-interval '1 second' WHERE driver_license_num = '{driver_license_num}' AND end_dt = '{datetime.datetime(9999, 12, 31)}';")
write_cursor.execute("INSERT INTO dim_drivers VALUES(%s, CURRENT_TIMESTAMP, %s, %s, %s, %s, %s, %s, %s, %s, %s);",
(personnel_num, last_name, first_name, middle_name, birth_dt,\
card_num, driver_license_num, driver_license_dt, delited_flag, end_dt))
# print((personnel_num, last_name, first_name, middle_name, birth_dt,\
# card_num, driver_license_num, driver_license_dt, delited_flag, end_dt))
personnel_num += 1
write_conn.commit()
write_cursor.close()
write_conn.close()
read_cursor.close()
read_conn.close()
return 'OK'
if __name__ == '__main__':
update_dim_drivers()