Introduction
The DELETE
statement in SQL is used to remove one or more records from a table. Python, with its extensive library support, makes it easy to interact with MySQL databases and execute SQL queries. In this guide, we will use the mysql-connector-python
library to execute DELETE
queries and remove data from a MySQL table.
Setting Up
Install MySQL Connector
First, you need to install the MySQL connector for Python. You can install it using pip:
pip install mysql-connector-python
Connecting to MySQL
To delete data from a table, you need to connect to the MySQL server and the specific database where the table is located. You will need the following details:
- Hostname (usually
localhost
) - Username
- Password
- Database name
Example: Connecting to MySQL
import mysql.connector
# Connect to the MySQL server and database
connection = mysql.connector.connect(
host="localhost",
user="your_username",
password="your_password",
database="your_database"
)
if connection.is_connected():
print("Connected to MySQL database")
# Close the connection
connection.close()
Deleting Data
Once you have connected to the MySQL database, you can delete data from a table by executing a DELETE
statement using a cursor object.
Example: Deleting Data
import mysql.connector
# Connect to the MySQL server and database
connection = mysql.connector.connect(
host="localhost",
user="your_username",
password="your_password",
database="your_database"
)
# Create a cursor object
cursor = connection.cursor()
# Execute a DELETE query
delete_query = "DELETE FROM employees WHERE id = %s"
data = (1,)
cursor.execute(delete_query, data)
# Commit the transaction
connection.commit()
print("Record deleted successfully")
# Close the connection
connection.close()
Deleting Multiple Rows
You can delete multiple rows by specifying a condition that matches multiple records.
Example: Deleting Multiple Rows
import mysql.connector
# Connect to the MySQL server and database
connection = mysql.connector.connect(
host="localhost",
user="your_username",
password="your_password",
database="your_database"
)
# Create a cursor object
cursor = connection.cursor()
# Execute a DELETE query to delete multiple rows
delete_query = "DELETE FROM employees WHERE age > %s"
data = (30,)
cursor.execute(delete_query, data)
# Commit the transaction
connection.commit()
print(cursor.rowcount, "record(s) deleted")
# Close the connection
connection.close()
Handling Exceptions
It’s important to handle exceptions that might occur during the database operations to ensure that your program can handle errors gracefully.
Example: Handling Exceptions
import mysql.connector
from mysql.connector import Error
try:
# Connect to the MySQL server and database
connection = mysql.connector.connect(
host="localhost",
user="your_username",
password="your_password",
database="your_database"
)
if connection.is_connected():
print("Connected to MySQL database")
# Create a cursor object
cursor = connection.cursor()
# Execute a DELETE query
delete_query = "DELETE FROM employees WHERE id = %s"
data = (1,)
cursor.execute(delete_query, data)
# Commit the transaction
connection.commit()
print("Record deleted successfully")
except Error as e:
print(f"Error: {e}")
finally:
if connection.is_connected():
cursor.close()
connection.close()
print("MySQL connection is closed")
Complete Example
Here is a complete example that includes connecting to the MySQL server, executing a DELETE
query, and handling exceptions.
import mysql.connector
from mysql.connector import Error
# Database connection details
host = "localhost"
user = "your_username"
password = "your_password"
database = "your_database"
try:
# Connect to the MySQL server and database
connection = mysql.connector.connect(
host=host,
user=user,
password=password,
database=database
)
if connection.is_connected():
print("Connected to MySQL database")
# Create a cursor object
cursor = connection.cursor()
# Execute a DELETE query
delete_query = "DELETE FROM employees WHERE id = %s"
data = (1,)
cursor.execute(delete_query, data)
# Commit the transaction
connection.commit()
print("Record deleted successfully")
except Error as e:
print(f"Error: {e}")
finally:
if connection.is_connected():
cursor.close()
connection.close()
print("MySQL connection is closed")
Conclusion
Deleting data from a MySQL table using Python is straightforward with the mysql-connector-python
library. By following the steps outlined above, you can easily connect to a MySQL database, execute delete queries, and handle exceptions effectively. This provides a solid foundation for managing and manipulating your data programmatically using Python.