MySQL 데이터베이스에 연결하기 - via cursor object

In [1]:

    

import os


    

In [2]:

    

import pandas as pd

import MySQLdb


    

In [3]:

    

DATABASE_HOST = "localhost"  # "localhost" == "127.0.0.1"

DATABASE_USERNAME = os.environ.get("DATABASE_USERNAME", "YOUR_USERNAME")
DATABASE_PASSWORD = os.environ.get("DATABASE_PASSWORD", "YOUR_PASSWORD")

DATABASE_NAME = "sakila"


    

In [4]:

    

connection = MySQLdb.connect(
    DATABASE_HOST,
    DATABASE_USERNAME,
    DATABASE_PASSWORD,
    DATABASE_NAME,
    charset='utf8',
)


    

In [5]:

    

# 데이터베이스에 연결하고 난 이후 ( "connection" 객체를 생성하고 난 이후, )
# cursor 객체를 생성해주셔야 합니다.


cursor = connection.cursor()


    

In [6]:

    

SQL_QUERY = """
    SELECT *
    FROM customer
    ;
"""

cursor.execute(SQL_QUERY)
cursor.fetchall()


    

    
Out[6]:





((1,
  1,
  'MARY',
  'SMITH',
  'MARY.SMITH@sakilacustomer.org',
  5,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (2,
  1,
  'PATRICIA',
  'JOHNSON',
  'PATRICIA.JOHNSON@sakilacustomer.org',
  6,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (3,
  1,
  'LINDA',
  'WILLIAMS',
  'LINDA.WILLIAMS@sakilacustomer.org',
  7,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (4,
  2,
  'BARBARA',
  'JONES',
  'BARBARA.JONES@sakilacustomer.org',
  8,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (5,
  1,
  'ELIZABETH',
  'BROWN',
  'ELIZABETH.BROWN@sakilacustomer.org',
  9,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (6,
  2,
  'JENNIFER',
  'DAVIS',
  'JENNIFER.DAVIS@sakilacustomer.org',
  10,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (7,
  1,
  'MARIA',
  'MILLER',
  'MARIA.MILLER@sakilacustomer.org',
  11,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'WILSON',
  'SUSAN.WILSON@sakilacustomer.org',
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'MARGARET.MOORE@sakilacustomer.org',
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'DOROTHY.TAYLOR@sakilacustomer.org',
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (11,
  2,
  'LISA',
  'ANDERSON',
  'LISA.ANDERSON@sakilacustomer.org',
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'KAREN.JACKSON@sakilacustomer.org',
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
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  'SANDRA.MARTIN@sakilacustomer.org',
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'CAROL.GARCIA@sakilacustomer.org',
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (19,
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  'RUTH.MARTINEZ@sakilacustomer.org',
  23,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (20,
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  'SHARON.ROBINSON@sakilacustomer.org',
  24,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'MICHELLE.CLARK@sakilacustomer.org',
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (22,
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  'LAURA.RODRIGUEZ@sakilacustomer.org',
  26,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (23,
  2,
  'SARAH',
  'LEWIS',
  'SARAH.LEWIS@sakilacustomer.org',
  27,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (24,
  2,
  'KIMBERLY',
  'LEE',
  'KIMBERLY.LEE@sakilacustomer.org',
  28,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (25,
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  'DEBORAH.WALKER@sakilacustomer.org',
  29,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (26,
  2,
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  'HALL',
  'JESSICA.HALL@sakilacustomer.org',
  30,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (27,
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  31,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (28,
  1,
  'CYNTHIA',
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  'CYNTHIA.YOUNG@sakilacustomer.org',
  32,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (29,
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  'ANGELA.HERNANDEZ@sakilacustomer.org',
  33,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (30,
  1,
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  'MELISSA.KING@sakilacustomer.org',
  34,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (31,
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  'WRIGHT',
  'BRENDA.WRIGHT@sakilacustomer.org',
  35,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'AMY.LOPEZ@sakilacustomer.org',
  36,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'ANNA.HILL@sakilacustomer.org',
  37,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  'REBECCA.SCOTT@sakilacustomer.org',
  38,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (35,
  2,
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  1,
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  1,
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  1,
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 (70,
  2,
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
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  'KATHY.JAMES@sakilacustomer.org',
  75,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (72,
  2,
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  76,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (73,
  2,
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  'BEVERLY.BROOKS@sakilacustomer.org',
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
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  78,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (76,
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  'IRENE.PRICE@sakilacustomer.org',
  80,
  1,
  datetime.datetime(2006, 2, 14, 22, 4, 36),
  datetime.datetime(2006, 2, 15, 4, 57, 20)),
 (77,
  2,
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  81,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
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  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
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  1,
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  1,
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  1,
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 (82,
  1,
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  86,
  1,
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  datetime.datetime(2006, 2, 15, 4, 57, 20)),
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  1,
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In [7]:

    

# 다만, 이 경우에는 column에 대한 정보를 가져오지 못한다.
# ( 이럴 경우는 잘 없겠지만, ) 데이터베이스의 구조에 대해서 잘 모른다면,
# 다음의 SQL 쿼리를 통해서 Column Name 에 대한 정보를 얻을 수 있다.


SQL_QUERY = """
    SELECT column_name
    FROM information_schema.columns
    WHERE table_name='customer'
"""

cursor.execute(SQL_QUERY)
cursor.fetchall()


    

    
Out[7]:





(('customer_id',),
 ('store_id',),
 ('first_name',),
 ('last_name',),
 ('email',),
 ('address_id',),
 ('active',),
 ('create_date',),
 ('last_update',))

In [ ]: