Topic 13: 4 steps of Python Database Connectivity

Play Store Application link – Java to Python in 17 Steps – App on Google Play

Github project link – https://github.com/kuldeep101990/Python_step13

As a Java developer, you’re probably familiar with JDBC (Java Database Connectivity), which allows Java applications to interact with databases. In Python, there are a number of ways to connect to and manipulate databases, and in this blog post, we’ll walk through two important database options: SQLite3 and MySQL. We’ll also explore ORMs like SQLAlchemy and compare them to Hibernate in Java.

By the end of this post, you’ll be able to understand how to use Python’s database connectivity libraries and perform common database operations, just like you would in Java. We’ll also provide code examples to help you get started right away.

1. Python’s `sqlite3` vs. Java’s `JDBC`

SQLite3 in Python

Python comes with a built-in library called sqlite3, which provides a simple way to interact with SQLite databases. SQLite is a lightweight, file-based database engine that doesn’t require a server, making it a great choice for small-scale applications, prototyping, or embedded systems.

In Java, JDBC is used to connect to databases like MySQL, PostgreSQL, or even SQLite. It requires more boilerplate code, such as creating connection objects, managing exceptions, and performing queries manually. SQLite3, however, is straightforward and requires minimal setup.

Let’s see how to connect to a database in Python using sqlite3.

Python Example: Connecting to SQLite3

import sqlite3
# Connect to a SQLite database (or create it if it doesn't exist)
connection = sqlite3.connect('my_database.db')
# Create a cursor object to interact with the database
cursor = connection.cursor()
# Create a table (if it doesn't already exist)
cursor.execute('''CREATE TABLE IF NOT EXISTS users (id INTEGER PRIMARY KEY, name TEXT, age INTEGER)''')
# Insert data into the table
cursor.execute("INSERT INTO users (name, age) VALUES ('John', 30)")
# Commit the transaction
connection.commit()
# Query the database
cursor.execute("SELECT * FROM users")
rows = cursor.fetchall()
for row in rows:
    print(row)
# Close the connection
connection.close()

How it works:

sqlite3.connect(‘my_database.db’) connects to (or creates) an SQLite database.
We use a cursor object to execute SQL queries.
After inserting data or making changes, we use connection.commit() to save those changes.
Finally, we query the data and loop through the results.

Java JDBC Example: Connecting to SQLite

Now let’s compare that to the JDBC approach in Java.

import java.sql.*;
public class Main {
    public static void main(String[] args) {
        try {
            // Load the SQLite JDBC driver
            Class.forName("org.sqlite.JDBC");
            // Connect to the SQLite database
            Connection conn = DriverManager.getConnection("jdbc:sqlite:my_database.db");
            // Create a statement
            Statement stmt = conn.createStatement();
            // Create a table
            stmt.execute("CREATE TABLE IF NOT EXISTS users (id INTEGER PRIMARY KEY, name TEXT, age INTEGER)");
            // Insert data into the table
            stmt.execute("INSERT INTO users (name, age) VALUES ('John', 30)");
            // Query the database
            ResultSet rs = stmt.executeQuery("SELECT * FROM users");
            while (rs.next()) {
                System.out.println(rs.getInt("id") + "\t" + rs.getString("name") + "\t" + rs.getInt("age"));
            }
            // Close the connection
            conn.close();
        } catch (Exception e) {
            e.printStackTrace();
        }
    }
}

How it works:

DriverManager.getConnection is used to connect to the database in Java.
We create a Statement object to execute SQL queries.
Similar to Python’s cursor.execute, we use stmt.execute to run queries and manipulate data.
ResultSet is used to retrieve data, and we loop through the result to print it.

2. CRUD Operations in Python

Performing CRUD (Create, Read, Update, Delete) operations is a common task when working with databases. Let’s see how we can perform these operations in Python using sqlite3.

Create (Insert) Data

# Inserting new data into the 'users' table
cursor.execute("INSERT INTO users (name, age) VALUES ('Alice', 25)")
connection.commit()

Read (Select) Data

# Selecting all rows from the 'users' table
cursor.execute("SELECT * FROM users")
rows = cursor.fetchall()
for row in rows:
    print(row)

Update Data

# Updating an existing record
cursor.execute("UPDATE users SET age = 26 WHERE name = 'Alice'")
connection.commit()

Delete Data

# Deleting a record
cursor.execute("DELETE FROM users WHERE name = 'Alice'")
connection.commit()

3. Using ORMs in Python (SQLAlchemy) vs. Java (Hibernate)

In Python, SQLAlchemy is a popular Object Relational Mapper (ORM). It allows you to interact with databases using Python classes instead of writing raw SQL queries, similar to how Hibernate works in Java. ORMs simplify the process of querying the database, reducing boilerplate code and improving code readability.

Let’s compare SQLAlchemy to Hibernate in Java:

SQLAlchemy (Python): Allows developers to define classes that correspond to database tables and interact with the database using Python objects.
Hibernate (Java): Provides similar functionality, mapping Java classes to database tables and allowing CRUD operations on these objects.

Here’s a basic example using SQLAlchemy in Python:

SQLAlchemy Setup for CRUD Operations

Install SQLAlchemy:

pip install sqlalchemy

Create a Python program using SQLAlchemy:

from sqlalchemy import create_engine, Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
# Define a base class
Base = declarative_base()
# Define a User class mapped to the 'users' table
class User(Base):
    __tablename__ = 'users'
    id = Column(Integer, primary_key=True)
    name = Column(String)
    age = Column(Integer)
# Create a SQLite database engine
engine = create_engine('sqlite:///my_database.db', echo=True)
# Create the 'users' table
Base.metadata.create_all(engine)
# Create a session to interact with the database
Session = sessionmaker(bind=engine)
session = Session()
# Create a new user
new_user = User(name='Bob', age=40)
session.add(new_user)
session.commit()
# Query all users
users = session.query(User).all()
for user in users:
    print(f"{user.id} - {user.name} - {user.age}")
# Close the session
session.close()

How it works:

SQLAlchemy’s declarative_base() creates a base class from which models (like User) can inherit.
engine connects to the database, and session is used to interact with it.
We use session.add to add new records and session.query to query the database.

4. Complete Python Program with SQLite3 and SQLAlchemy

Now let’s wrap everything into a single Python script that does CRUD operations using both sqlite3 and SQLAlchemy, and includes checks to avoid inserting duplicate users.

import sqlite3
from sqlalchemy import create_engine, Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
# SQLite3 Example
print("Using sqlite3:")
# Connect to the SQLite database
connection = sqlite3.connect('my_database.db')
cursor = connection.cursor()
# Create a table if not already created
cursor.execute('''CREATE TABLE IF NOT EXISTS users (id INTEGER PRIMARY KEY, name TEXT, age INTEGER)''')
# Check if user already exists before inserting
name = 'Alice'
age = 25
cursor.execute("SELECT * FROM users WHERE name = ? AND age = ?", (name, age))
existing_user = cursor.fetchall()
if existing_user:
    print(f"User {name}, {age} already exists!")
else:
    cursor.execute("INSERT INTO users (name, age) VALUES (?, ?)", (name, age))
    connection.commit()
    print(f"User {name}, {age} added successfully!")
# Query all users from the database
cursor.execute("SELECT * FROM users")
rows = cursor.fetchall()
for row in rows:
    print(row)
# Close the SQLite3 connection
connection.close()
# SQLAlchemy Example
print("\nUsing SQLAlchemy:")
Base = declarative_base()
# Define a User class that maps to the 'users' table
class User(Base):
    __tablename__ = 'users'
    id = Column(Integer, primary_key=True)
    name = Column(String)
    age = Column(Integer)
# Create an engine and session
engine = create_engine('sqlite:///my_database.db', echo=True)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
# Start an explicit transaction with the session
session = Session()
try:
    # Check if user already exists in SQLAlchemy before inserting
    existing_user = session.query(User).filter_by(name='Alice', age=25).first()
    if existing_user:
        print(f"User {name}, {age} already exists!")
    else:
        # Create a new user and add it to the session
        new_user = User(name='Alice', age=25)
        session.add(new_user)
        session.commit()  # Commit the transaction explicitly
        print(f"User {name}, {age} added successfully!")
    # Query all users in the SQLAlchemy database
    users = session.query(User).all()
    for user in users:
        print(f"{user.id} - {user.name} - {user.age}")
    # Commit all changes
    session.commit()
except Exception as e:
    print(f"Error: {e}")
    session.rollback()  # Rollback the transaction if any error occurs
finally:
    # Close the session after all operations
    session.close()

exists!”) else: # Create a new user and add it to the session new_user = User(name=’Alice’, age=25) session.add(new_user) session.commit() print(f”User {name}, {age} added successfully!”)

Query all users in the SQLAlchemy database

users = session.query(User).all() for user in users: print(f”{user.id} – {user.name} – {user.age}”)

Close the SQLAlchemy session

session.close()

### Conclusion
In this post, we've explored how to use **sqlite3** for direct SQL queries and **SQLAlchemy** for Object Relational Mapping (ORM) in Python. We also looked at how these Python approaches compare to **JDBC** and **Hibernate** in Java. By using these methods, you can easily integrate Python with databases, perform CRUD operations, and manage your data effectively, whether you're working with lightweight SQLite databases or full-scale relational systems.
Happy coding!

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Java Programmatic Universe

Java- write once, run away!

Topic 13: 4 steps of Python Database Connectivity

1. Python’s `sqlite3` vs. Java’s `JDBC`

SQLite3 in Python

Python Example: Connecting to SQLite3

How it works:

Java JDBC Example: Connecting to SQLite

How it works:

2. CRUD Operations in Python

Create (Insert) Data

Read (Select) Data

Update Data

Delete Data

3. Using ORMs in Python (SQLAlchemy) vs. Java (Hibernate)

SQLAlchemy Setup for CRUD Operations

How it works:

4. Complete Python Program with SQLite3 and SQLAlchemy

Query all users in the SQLAlchemy database

Close the SQLAlchemy session

164 comments

Leave a Reply Cancel reply

Topic 13: 4 steps of Python Database Connectivity

1. Python’s sqlite3 vs. Java’s JDBC

SQLite3 in Python

Python Example: Connecting to SQLite3

How it works:

Java JDBC Example: Connecting to SQLite

How it works:

2. CRUD Operations in Python

Create (Insert) Data

Read (Select) Data

Update Data

Delete Data

3. Using ORMs in Python (SQLAlchemy) vs. Java (Hibernate)

SQLAlchemy Setup for CRUD Operations

How it works:

4. Complete Python Program with SQLite3 and SQLAlchemy

Query all users in the SQLAlchemy database

Close the SQLAlchemy session

164 comments

Leave a Reply Cancel reply

1. Python’s `sqlite3` vs. Java’s `JDBC`