MySQL server is an open-source relational database management system that is a major support for web-based applications. Databases and related tables are the main component of many websites and applications as the data is stored and exchanged over the web. In order to access MySQL databases from a web server, we use various modules in Python such as PyMySQL, mysql.connector, etc.
In this article, we are going to find duplicate values in a specific MySQL table in a Database. First, we are going to connect to a database having a MySQL table. The SQL query that is going to be used is:
SELECT * FROM table-name GROUP BY col_1, col_2,..., col_n HAVING COUNT(*) > 1;
If the table has a primary key then the below query can also be used:
SELECT * FROM table-name GROUP BY primary-key HAVING COUNT(*) > 1;
The above queries will generate only duplicate rows in a table, and then these rows will be displayed as output.
Below are some programs which depict how to find duplicate values in a specific MySQL table in a Database:
Example 1
Below is the table Documentary in database geek which is going to be accessed by a Python script:
Below is the program to get the duplicate rows in the MySQL table:
Python3
# import required moduleimport mysql.connector# connect python with mysql with your hostname, # database, user and passworddb = mysql.connector.connect(host='localhost', database='gfg', user='root', password='')# create cursor objectcursor = db.cursor()# get the sum of rows of a columncursor.execute("SELECT * FROM Documentary \ GROUP BY Name, Production \ HAVING COUNT(*) > 1;")# fetch duplicate rows and display themprint('Duplicate Rows:') for row in cursor.fetchall(): print(row)# terminate connectiondb.close() |
Output:
Example 2:
Here is another example to find the duplicate rows from a table in a given database, below is the table scheme and rows:
As we can see the Roll attribute is the primary key of the Student table, hence it only can be used with the GROUP BY statement in the query to generate the duplicate rows, below is the python script to get row count from the table Student:
Python3
# import required moduleimport mysql.connector# connect python with mysql with your hostname, # database, user and passworddb = mysql.connector.connect(host='localhost', database='gfg', user='root', password='')# create cursor objectcursor = db.cursor()# get the sum of rows of a columncursor.execute("SELECT * FROM Student \ GROUP BY Roll \ HAVING COUNT(*) > 1;")# fetch duplicate rows and display themprint('Duplicate Rows:') for row in cursor.fetchall(): print(row)# terminate connectiondb.close() |
Output:
